summaryrefslogtreecommitdiff
path: root/python/cdec/sa
diff options
context:
space:
mode:
Diffstat (limited to 'python/cdec/sa')
-rw-r--r--python/cdec/sa/__init__.py25
-rw-r--r--python/cdec/sa/_sa.c80507
-rw-r--r--python/cdec/sa/_sa.pxd45
-rw-r--r--python/cdec/sa/_sa.pyx30
-rw-r--r--python/cdec/sa/alignment.pxi106
-rw-r--r--python/cdec/sa/bilex.pxi413
-rw-r--r--python/cdec/sa/compile.py132
-rw-r--r--python/cdec/sa/data_array.pxi157
-rw-r--r--python/cdec/sa/extract.py113
-rw-r--r--python/cdec/sa/extractor.py106
-rw-r--r--python/cdec/sa/features.pxi33
-rw-r--r--python/cdec/sa/features.py142
-rw-r--r--python/cdec/sa/float_list.pxi73
-rw-r--r--python/cdec/sa/int_list.pxi178
-rw-r--r--python/cdec/sa/lcp.pxi89
-rw-r--r--python/cdec/sa/precomputation.pxi454
-rw-r--r--python/cdec/sa/rule.pxi191
-rw-r--r--python/cdec/sa/rulefactory.pxi2224
-rw-r--r--python/cdec/sa/str_map.pxi23
-rw-r--r--python/cdec/sa/strmap.cc232
-rw-r--r--python/cdec/sa/strmap.h22
-rw-r--r--python/cdec/sa/suffix_array.pxi250
-rw-r--r--python/cdec/sa/sym.pxi125
-rw-r--r--python/cdec/sa/veb.pxi392
24 files changed, 86062 insertions, 0 deletions
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 <stddef.h> /* For offsetof */
+#ifndef offsetof
+#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+#if !defined(WIN32) && !defined(MS_WINDOWS)
+ #ifndef __stdcall
+ #define __stdcall
+ #endif
+ #ifndef __cdecl
+ #define __cdecl
+ #endif
+ #ifndef __fastcall
+ #define __fastcall
+ #endif
+#endif
+#ifndef DL_IMPORT
+ #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+ #define DL_EXPORT(t) t
+#endif
+#ifndef PY_LONG_LONG
+ #define PY_LONG_LONG LONG_LONG
+#endif
+#ifndef Py_HUGE_VAL
+ #define Py_HUGE_VAL HUGE_VAL
+#endif
+#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 <math.h>
+#define __PYX_HAVE___sa
+#define __PYX_HAVE_API___sa
+#include "string.h"
+#include "stdio.h"
+#include "stdlib.h"
+#include "strmap.h"
+#include "math.h"
+#ifdef _OPENMP
+#include <omp.h>
+#endif /* _OPENMP */
+
+#ifdef PYREX_WITHOUT_ASSERTIONS
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+#endif
+typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding;
+ const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/
+
+#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
+#define __PYX_DEFAULT_STRING_ENCODING ""
+#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
+#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*);
+static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
+#define __Pyx_PyBytes_FromString PyBytes_FromString
+#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*);
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString
+ #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#else
+ #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString
+ #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
+#endif
+#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s)
+#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s)
+#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s)
+#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s)
+#if PY_MAJOR_VERSION < 3
+static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
+{
+ const Py_UNICODE *u_end = u;
+ while (*u_end++) ;
+ return u_end - u - 1;
+}
+#else
+#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
+#endif
+#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
+#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
+#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode
+#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None)
+#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+static int __Pyx_sys_getdefaultencoding_not_ascii;
+static int __Pyx_init_sys_getdefaultencoding_params() {
+ PyObject* sys = NULL;
+ PyObject* default_encoding = NULL;
+ PyObject* ascii_chars_u = NULL;
+ PyObject* ascii_chars_b = NULL;
+ sys = PyImport_ImportModule("sys");
+ if (sys == NULL) goto bad;
+ default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+ if (default_encoding == NULL) goto bad;
+ if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) {
+ __Pyx_sys_getdefaultencoding_not_ascii = 0;
+ } else {
+ const char* default_encoding_c = PyBytes_AS_STRING(default_encoding);
+ char ascii_chars[128];
+ int c;
+ for (c = 0; c < 128; c++) {
+ ascii_chars[c] = c;
+ }
+ __Pyx_sys_getdefaultencoding_not_ascii = 1;
+ ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
+ if (ascii_chars_u == NULL) goto bad;
+ ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
+ if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
+ PyErr_Format(
+ PyExc_ValueError,
+ "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.",
+ default_encoding_c);
+ goto bad;
+ }
+ }
+ Py_XDECREF(sys);
+ Py_XDECREF(default_encoding);
+ Py_XDECREF(ascii_chars_u);
+ Py_XDECREF(ascii_chars_b);
+ return 0;
+bad:
+ Py_XDECREF(sys);
+ Py_XDECREF(default_encoding);
+ Py_XDECREF(ascii_chars_u);
+ Py_XDECREF(ascii_chars_b);
+ return -1;
+}
+#endif
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
+#else
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+static char* __PYX_DEFAULT_STRING_ENCODING;
+static int __Pyx_init_sys_getdefaultencoding_params() {
+ PyObject* sys = NULL;
+ PyObject* default_encoding = NULL;
+ char* default_encoding_c;
+ sys = PyImport_ImportModule("sys");
+ if (sys == NULL) goto bad;
+ default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+ if (default_encoding == NULL) goto bad;
+ default_encoding_c = PyBytes_AS_STRING(default_encoding);
+ __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c));
+ strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
+ Py_DECREF(sys);
+ Py_DECREF(default_encoding);
+ return 0;
+bad:
+ Py_XDECREF(sys);
+ Py_XDECREF(default_encoding);
+ return -1;
+}
+#endif
+#endif
+
+
+#ifdef __GNUC__
+ /* Test for GCC > 2.95 */
+ #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
+ #define likely(x) __builtin_expect(!!(x), 1)
+ #define unlikely(x) __builtin_expect(!!(x), 0)
+ #else /* __GNUC__ > 2 ... */
+ #define likely(x) (x)
+ #define unlikely(x) (x)
+ #endif /* __GNUC__ > 2 ... */
+#else /* __GNUC__ */
+ #define likely(x) (x)
+ #define unlikely(x) (x)
+#endif /* __GNUC__ */
+
+static PyObject *__pyx_m;
+static PyObject *__pyx_d;
+static PyObject *__pyx_b;
+static PyObject *__pyx_empty_tuple;
+static PyObject *__pyx_empty_bytes;
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm= __FILE__;
+static const char *__pyx_filename;
+
+
+static const char *__pyx_f[] = {
+ "_sa.pyx",
+ "float_list.pxi",
+ "int_list.pxi",
+ "data_array.pxi",
+ "alignment.pxi",
+ "bilex.pxi",
+ "veb.pxi",
+ "rule.pxi",
+ "rulefactory.pxi",
+ "lcp.pxi",
+ "sym.pxi",
+ "precomputation.pxi",
+ "suffix_array.pxi",
+ "features.pxi",
+ "str_map.pxi",
+};
+
+/*--- Type declarations ---*/
+struct __pyx_obj_3_sa_HieroCachingRuleFactory;
+struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence;
+struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats;
+struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr;
+struct __pyx_obj_3_sa_IntList;
+struct __pyx_obj_3_sa_VEBIterator;
+struct __pyx_obj_3_sa_BiLex;
+struct __pyx_obj_3_sa_VEB;
+struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words;
+struct __pyx_obj_3_sa_LCP;
+struct __pyx_obj_3_sa_DataArray;
+struct __pyx_obj_3_sa_BitSetIterator;
+struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr;
+struct __pyx_obj_3_sa_Precomputation;
+struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments;
+struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr;
+struct __pyx_obj_3_sa_SuffixArray;
+struct __pyx_obj_3_sa___pyx_scope_struct_16___str__;
+struct __pyx_obj_3_sa_Alphabet;
+struct __pyx_obj_3_sa_Rule;
+struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance;
+struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr;
+struct __pyx_obj_3_sa_PhraseLocation;
+struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__;
+struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule;
+struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule;
+struct __pyx_obj_3_sa___pyx_scope_struct_28___str__;
+struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext;
+struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words;
+struct __pyx_obj_3_sa_FeatureVector;
+struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice;
+struct __pyx_obj_3_sa___pyx_scope_struct_19_input;
+struct __pyx_obj_3_sa_Scorer;
+struct __pyx_obj_3_sa_Alignment;
+struct __pyx_obj_3_sa_BitSet;
+struct __pyx_obj_3_sa_Sampler;
+struct __pyx_obj_3_sa_StringMap;
+struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases;
+struct __pyx_obj_3_sa_TrieNode;
+struct __pyx_obj_3_sa_ExtendedTrieNode;
+struct __pyx_obj_3_sa_TrieMap;
+struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice;
+struct __pyx_obj_3_sa_Phrase;
+struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__;
+struct __pyx_obj_3_sa___pyx_scope_struct____iter__;
+struct __pyx_obj_3_sa_TrieTable;
+struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr;
+struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr;
+struct __pyx_obj_3_sa_FloatList;
+struct __pyx_t_3_sa__node;
+struct __pyx_t_3_sa__BitSet;
+struct __pyx_t_3_sa__VEB;
+struct __pyx_t_3_sa__Trie_Edge;
+struct __pyx_t_3_sa__Trie_Node;
+struct __pyx_t_3_sa_match_node;
+struct __pyx_t_3_sa_Matching;
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":9
+ * from libc.string cimport memset, strcpy
+ *
+ * cdef struct _node: # <<<<<<<<<<<<<<
+ * _node* smaller
+ * _node* bigger
+ */
+struct __pyx_t_3_sa__node {
+ struct __pyx_t_3_sa__node *smaller;
+ struct __pyx_t_3_sa__node *bigger;
+ int key;
+ int val;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":30
+ * _init_lower_mask()
+ *
+ * cdef struct _BitSet: # <<<<<<<<<<<<<<
+ * long bitset
+ * int min_val
+ */
+struct __pyx_t_3_sa__BitSet {
+ long bitset;
+ int min_val;
+ int max_val;
+ int size;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":168
+ * return result
+ *
+ * cdef struct _VEB: # <<<<<<<<<<<<<<
+ * int top_universe_size
+ * int num_bottom_bits
+ */
+struct __pyx_t_3_sa__VEB {
+ int top_universe_size;
+ int num_bottom_bits;
+ int max_val;
+ int min_val;
+ int size;
+ void *top;
+ void **bottom;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":10
+ * cdef struct _Trie_Node # forward decl
+ *
+ * cdef struct _Trie_Edge: # <<<<<<<<<<<<<<
+ * int val
+ * _Trie_Node* node
+ */
+struct __pyx_t_3_sa__Trie_Edge {
+ int val;
+ struct __pyx_t_3_sa__Trie_Node *node;
+ struct __pyx_t_3_sa__Trie_Edge *bigger;
+ struct __pyx_t_3_sa__Trie_Edge *smaller;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":8
+ * from libc.string cimport memset, memcpy
+ *
+ * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<<
+ *
+ * cdef struct _Trie_Edge:
+ */
+struct __pyx_t_3_sa__Trie_Node {
+ struct __pyx_t_3_sa__Trie_Edge *root;
+ int *arr;
+ int arr_len;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":76
+ *
+ * # linked list structure for storing matches in BaselineRuleFactory
+ * cdef struct match_node: # <<<<<<<<<<<<<<
+ * int* match
+ * match_node* next
+ */
+struct __pyx_t_3_sa_match_node {
+ int *match;
+ struct __pyx_t_3_sa_match_node *next;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":172
+ *
+ * # struct used to encapsulate a single matching
+ * cdef struct Matching: # <<<<<<<<<<<<<<
+ * int* arr
+ * int start
+ */
+struct __pyx_t_3_sa_Matching {
+ int *arr;
+ int start;
+ int end;
+ int sent_id;
+ int size;
+};
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":228
+ *
+ *
+ * cdef class HieroCachingRuleFactory: # <<<<<<<<<<<<<<
+ * '''This RuleFactory implements a caching
+ * method using TrieTable, which makes phrase
+ */
+struct __pyx_obj_3_sa_HieroCachingRuleFactory {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtab;
+ struct __pyx_obj_3_sa_TrieTable *rules;
+ struct __pyx_obj_3_sa_Sampler *sampler;
+ struct __pyx_obj_3_sa_Scorer *scorer;
+ int max_chunks;
+ int max_target_chunks;
+ int max_length;
+ int max_target_length;
+ int max_nonterminals;
+ int max_initial_size;
+ int train_max_initial_size;
+ int min_gap_size;
+ int train_min_gap_size;
+ int category;
+ PyObject *precomputed_index;
+ PyObject *precomputed_collocations;
+ PyObject *precompute_file;
+ PyObject *max_rank;
+ int precompute_rank;
+ int precompute_secondary_rank;
+ int use_baeza_yates;
+ int use_index;
+ int use_collocations;
+ float by_slack_factor;
+ PyObject *prev_norm_prefix;
+ float extract_time;
+ float intersect_time;
+ struct __pyx_obj_3_sa_SuffixArray *fsa;
+ struct __pyx_obj_3_sa_DataArray *fda;
+ struct __pyx_obj_3_sa_DataArray *eda;
+ struct __pyx_obj_3_sa_Alignment *alignment;
+ struct __pyx_obj_3_sa_IntList *eid2symid;
+ struct __pyx_obj_3_sa_IntList *fid2symid;
+ int tight_phrases;
+ int require_aligned_terminal;
+ int require_aligned_chunks;
+ struct __pyx_obj_3_sa_IntList *findexes;
+ struct __pyx_obj_3_sa_IntList *findexes1;
+ int online;
+ PyObject *samples_f;
+ PyObject *phrases_f;
+ PyObject *phrases_e;
+ PyObject *phrases_fe;
+ PyObject *phrases_al;
+ PyObject *bilex_f;
+ PyObject *bilex_e;
+ PyObject *bilex_fe;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":118
+ * for arc in node for node in lattice)
+ *
+ * def decode_sentence(lattice): # <<<<<<<<<<<<<<
+ * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence {
+ PyObject_HEAD
+ PyObject *__pyx_v_lattice;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":187
+ * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)]
+ * if self.word_alignments is not None:
+ * fields.append(' '.join('%d-%d' % a for a in self.alignments())) # <<<<<<<<<<<<<<
+ * return ' ||| '.join(fields)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *__pyx_outer_scope;
+ PyObject *__pyx_v_a;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1187
+ * # Online rule extraction and scoring
+ * if self.online:
+ * f_syms = tuple(word[0][0] for word in fwords) # <<<<<<<<<<<<<<
+ * for f, lex_i, lex_j in self.get_f_phrases(f_syms):
+ * spanlen = (lex_j - lex_i) + 1
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_19_input *__pyx_outer_scope;
+ PyObject *__pyx_v_word;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":36
+ * logger.info("LCP array completed")
+ *
+ * def compute_stats(self, int max_n): # <<<<<<<<<<<<<<
+ * """Note: the output of this function is not exact. In
+ * particular, the frequency associated with each word is
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats {
+ PyObject_HEAD
+ int __pyx_v_N;
+ int __pyx_v_freq;
+ int __pyx_v_h;
+ int __pyx_v_i;
+ int __pyx_v_ii;
+ int __pyx_v_iii;
+ int __pyx_v_j;
+ int __pyx_v_k;
+ int __pyx_v_max_n;
+ int __pyx_v_n;
+ PyObject *__pyx_v_ngram;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_ngram_start;
+ PyObject *__pyx_v_ngram_starts;
+ int __pyx_v_rs;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_run_start;
+ struct __pyx_obj_3_sa_LCP *__pyx_v_self;
+ int __pyx_v_valid;
+ struct __pyx_obj_3_sa_VEB *__pyx_v_veb;
+ int __pyx_t_0;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":122
+ *
+ * def encode_words(words):
+ * return tuple(sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<<
+ *
+ * def decode_words(syms):
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *__pyx_outer_scope;
+ PyObject *__pyx_v_word;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":21
+ *
+ * def __str__(self):
+ * return ' '.join('%s=%s' % feat for feat in self) # <<<<<<<<<<<<<<
+ *
+ * cdef class Scorer:
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *__pyx_outer_scope;
+ PyObject *__pyx_v_feat;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "_sa.pxd":12
+ * cdef void read_handle(self, FILE* f)
+ *
+ * cdef class IntList: # <<<<<<<<<<<<<<
+ * cdef int size
+ * cdef int increment
+ */
+struct __pyx_obj_3_sa_IntList {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_IntList *__pyx_vtab;
+ int size;
+ int increment;
+ int len;
+ int *arr;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":340
+ *
+ *
+ * cdef class VEBIterator: # <<<<<<<<<<<<<<
+ * cdef _VEB* v
+ * cdef int next_val
+ */
+struct __pyx_obj_3_sa_VEBIterator {
+ PyObject_HEAD
+ struct __pyx_t_3_sa__VEB *v;
+ int next_val;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47
+ *
+ *
+ * cdef class BiLex: # <<<<<<<<<<<<<<
+ * cdef FloatList col1
+ * cdef FloatList col2
+ */
+struct __pyx_obj_3_sa_BiLex {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_BiLex *__pyx_vtab;
+ struct __pyx_obj_3_sa_FloatList *col1;
+ struct __pyx_obj_3_sa_FloatList *col2;
+ struct __pyx_obj_3_sa_IntList *f_index;
+ struct __pyx_obj_3_sa_IntList *e_index;
+ PyObject *id2eword;
+ PyObject *id2fword;
+ PyObject *eword2id;
+ PyObject *fword2id;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354
+ *
+ *
+ * cdef class VEB: # <<<<<<<<<<<<<<
+ * cdef _VEB* veb
+ * cdef int _findsucc(self, int i)
+ */
+struct __pyx_obj_3_sa_VEB {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_VEB *__pyx_vtab;
+ struct __pyx_t_3_sa__VEB *veb;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":121
+ * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice)
+ *
+ * def encode_words(words): # <<<<<<<<<<<<<<
+ * return tuple(sym_fromstring(word, True) for word in words)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words {
+ PyObject_HEAD
+ PyObject *__pyx_v_words;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":5
+ * as k most frequent n-grams"""
+ *
+ * cdef class LCP: # <<<<<<<<<<<<<<
+ * cdef SuffixArray sa
+ * cdef IntList lcp
+ */
+struct __pyx_obj_3_sa_LCP {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa_SuffixArray *sa;
+ struct __pyx_obj_3_sa_IntList *lcp;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":9
+ * from libc.string cimport memset, strcpy
+ *
+ * cdef class DataArray: # <<<<<<<<<<<<<<
+ * cdef public word2id
+ * cdef public id2word
+ */
+struct __pyx_obj_3_sa_DataArray {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_DataArray *__pyx_vtab;
+ PyObject *word2id;
+ PyObject *id2word;
+ struct __pyx_obj_3_sa_IntList *data;
+ struct __pyx_obj_3_sa_IntList *sent_id;
+ struct __pyx_obj_3_sa_IntList *sent_index;
+ int use_sent_id;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":100
+ *
+ *
+ * cdef class BitSetIterator: # <<<<<<<<<<<<<<
+ * cdef _BitSet* b
+ * cdef int next_val
+ */
+struct __pyx_obj_3_sa_BitSetIterator {
+ PyObject_HEAD
+ struct __pyx_t_3_sa__BitSet *b;
+ int next_val;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2116
+ * f = Phrase(f_sym)
+ * e = Phrase(e_sym)
+ * a = tuple(self.alignment.link(i, j) for i, j in links) # <<<<<<<<<<<<<<
+ * return (f, e, a, lex_f_i, lex_f_j)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *__pyx_outer_scope;
+ PyObject *__pyx_v_i;
+ PyObject *__pyx_v_j;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188
+ *
+ *
+ * cdef class Precomputation: # <<<<<<<<<<<<<<
+ * cdef int precompute_rank
+ * cdef int precompute_secondary_rank
+ */
+struct __pyx_obj_3_sa_Precomputation {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Precomputation *__pyx_vtab;
+ int precompute_rank;
+ int precompute_secondary_rank;
+ int max_length;
+ int max_nonterminals;
+ int train_max_initial_size;
+ int train_min_gap_size;
+ PyObject *precomputed_index;
+ PyObject *precomputed_collocations;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":190
+ * return ' ||| '.join(fields)
+ *
+ * def alignments(self): # <<<<<<<<<<<<<<
+ * for point in self.word_alignments:
+ * yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments {
+ PyObject_HEAD
+ PyObject *__pyx_v_point;
+ struct __pyx_obj_3_sa_Rule *__pyx_v_self;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":125
+ *
+ * def decode_words(syms):
+ * return tuple(sym_tostring(sym) for sym in syms) # <<<<<<<<<<<<<<
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *__pyx_outer_scope;
+ PyObject *__pyx_v_sym;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":6
+ * from libc.stdio cimport FILE, fclose, fopen
+ *
+ * cdef class SuffixArray: # <<<<<<<<<<<<<<
+ * cdef DataArray darray
+ * cdef IntList sa
+ */
+struct __pyx_obj_3_sa_SuffixArray {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_SuffixArray *__pyx_vtab;
+ struct __pyx_obj_3_sa_DataArray *darray;
+ struct __pyx_obj_3_sa_IntList *sa;
+ struct __pyx_obj_3_sa_IntList *ha;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":183
+ * return self.f.arity()
+ *
+ * def __str__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)]
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa_Rule *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7
+ * cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1
+ *
+ * cdef class Alphabet: # <<<<<<<<<<<<<<
+ * cdef readonly StringMap terminals, nonterminals
+ * cdef int first_nonterminal, last_nonterminal
+ */
+struct __pyx_obj_3_sa_Alphabet {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Alphabet *__pyx_vtab;
+ struct __pyx_obj_3_sa_StringMap *terminals;
+ struct __pyx_obj_3_sa_StringMap *nonterminals;
+ int first_nonterminal;
+ int last_nonterminal;
+ PyObject *id2sym;
+};
+
+
+/* "_sa.pxd":35
+ * cdef public int chunklen(self, int k)
+ *
+ * cdef class Rule: # <<<<<<<<<<<<<<
+ * cdef int lhs
+ * cdef readonly Phrase f, e
+ */
+struct __pyx_obj_3_sa_Rule {
+ PyObject_HEAD
+ int lhs;
+ struct __pyx_obj_3_sa_Phrase *f;
+ struct __pyx_obj_3_sa_Phrase *e;
+ struct __pyx_obj_3_sa_FeatureVector *scores;
+ int n_scores;
+ PyObject *word_alignments;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":112
+ * def make_lattice(words):
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids) # <<<<<<<<<<<<<<
+ *
+ * def decode_lattice(lattice):
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *__pyx_outer_scope;
+ PyObject *__pyx_v_word;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1885
+ * # Aggregate stats from a training instance
+ * # (Extract rules, update counts)
+ * def add_instance(self, f_words, e_words, alignment): # <<<<<<<<<<<<<<
+ *
+ * self.online = True
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance {
+ PyObject_HEAD
+ PyObject *__pyx_v_al;
+ PyObject *__pyx_v_cover;
+ PyObject *__pyx_v_e_nt_cover;
+ PyObject *__pyx_v_e_words;
+ PyObject *__pyx_v_ef_span;
+ PyObject *__pyx_v_extract;
+ PyObject *__pyx_v_f_len;
+ PyObject *__pyx_v_f_words;
+ PyObject *__pyx_v_fe_span;
+ PyObject *__pyx_v_rules;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":74
+ * def read_bitext(self, char* filename, int side):
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<<
+ * self.read_text_data(data)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *__pyx_outer_scope;
+ PyObject *__pyx_v_line;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":84
+ * # in the suffix array; if discontiguous, it is the set of
+ * # actual locations (packed into an array)
+ * cdef class PhraseLocation: # <<<<<<<<<<<<<<
+ * cdef int sa_low
+ * cdef int sa_high
+ */
+struct __pyx_obj_3_sa_PhraseLocation {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_PhraseLocation *__pyx_vtab;
+ int sa_low;
+ int sa_high;
+ int arr_low;
+ int arr_high;
+ struct __pyx_obj_3_sa_IntList *arr;
+ int num_subpatterns;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":141
+ * return self.syms[i]
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i from 0 <= i < self.n:
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ {
+ PyObject_HEAD
+ int __pyx_v_i;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_self;
+ int __pyx_t_0;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2055
+ *
+ * # Create a rule from source, target, non-terminals, and alignments
+ * def form_rule(self, f_i, e_i, f_span, e_span, nt, al): # <<<<<<<<<<<<<<
+ *
+ * # Substitute in non-terminals
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule {
+ PyObject_HEAD
+ PyObject *__pyx_v_links;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2121
+ * # Rule string from rule
+ * def fmt_rule(self, f, e, a):
+ * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) # <<<<<<<<<<<<<<
+ * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *__pyx_outer_scope;
+ PyObject *__pyx_v_packed;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2120
+ *
+ * # Rule string from rule
+ * def fmt_rule(self, f, e, a): # <<<<<<<<<<<<<<
+ * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a)
+ * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule {
+ PyObject_HEAD
+ PyObject *__pyx_v_a;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":20
+ * yield (FD.word(self.names[i]), self.values[i])
+ *
+ * def __str__(self): # <<<<<<<<<<<<<<
+ * return ' '.join('%s=%s' % feat for feat in self)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":72
+ * self.read_text_data(fp)
+ *
+ * def read_bitext(self, char* filename, int side): # <<<<<<<<<<<<<<
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext {
+ PyObject_HEAD
+ PyObject *__pyx_v_fp;
+ int __pyx_v_side;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":124
+ * return tuple(sym_fromstring(word, True) for word in words)
+ *
+ * def decode_words(syms): # <<<<<<<<<<<<<<
+ * return tuple(sym_tostring(sym) for sym in syms)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words {
+ PyObject_HEAD
+ PyObject *__pyx_v_syms;
+};
+
+
+/* "_sa.pxd":25
+ * cdef void read_handle(self, FILE* f)
+ *
+ * cdef class FeatureVector: # <<<<<<<<<<<<<<
+ * cdef IntList names
+ * cdef FloatList values
+ */
+struct __pyx_obj_3_sa_FeatureVector {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa_IntList *names;
+ struct __pyx_obj_3_sa_FloatList *values;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":114
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ * def decode_lattice(lattice): # <<<<<<<<<<<<<<
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc
+ * for arc in node for node in lattice)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice {
+ PyObject_HEAD
+ PyObject *__pyx_v_lattice;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":973
+ * return sorted(result);
+ *
+ * def input(self, fwords, meta): # <<<<<<<<<<<<<<
+ * '''When this function is called on the RuleFactory,
+ * it looks up all of the rules that can be used to translate
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_19_input {
+ PyObject_HEAD
+ PyObject *__pyx_v_alignment;
+ PyObject *__pyx_v_als;
+ PyObject *__pyx_v_alslist;
+ int __pyx_v_alt;
+ int __pyx_v_alt_id;
+ int __pyx_v_arity;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_chunklen;
+ PyObject *__pyx_v_count;
+ PyObject *__pyx_v_e;
+ PyObject *__pyx_v_elist;
+ PyObject *__pyx_v_extract;
+ PyObject *__pyx_v_extract_start;
+ PyObject *__pyx_v_extract_stop;
+ PyObject *__pyx_v_extracts;
+ PyObject *__pyx_v_f;
+ PyObject *__pyx_v_f_syms;
+ PyObject *__pyx_v_fcount;
+ int __pyx_v_flen;
+ PyObject *__pyx_v_fphrases;
+ PyObject *__pyx_v_frontier;
+ PyObject *__pyx_v_frontier_nodes;
+ PyObject *__pyx_v_fwords;
+ PyObject *__pyx_v_genexpr;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_hiero_phrase;
+ long __pyx_v_hit;
+ int __pyx_v_i;
+ PyObject *__pyx_v_input_match;
+ PyObject *__pyx_v_intersect_start_time;
+ PyObject *__pyx_v_intersect_stop_time;
+ PyObject *__pyx_v_is_shadow_path;
+ int __pyx_v_j;
+ int __pyx_v_k;
+ PyObject *__pyx_v_key;
+ PyObject *__pyx_v_lex_i;
+ PyObject *__pyx_v_lex_j;
+ PyObject *__pyx_v_loc;
+ PyObject *__pyx_v_locs;
+ int __pyx_v_lookup_required;
+ struct __pyx_t_3_sa_Matching __pyx_v_matching;
+ PyObject *__pyx_v_max_locs;
+ PyObject *__pyx_v_meta;
+ PyObject *__pyx_v_new_frontier;
+ PyObject *__pyx_v_new_node;
+ PyObject *__pyx_v_next_states;
+ PyObject *__pyx_v_node;
+ PyObject *__pyx_v_nodes_isteps_away_buffer;
+ int __pyx_v_nualt;
+ int __pyx_v_num_samples;
+ int __pyx_v_num_subpatterns;
+ PyObject *__pyx_v_pathlen;
+ PyObject *__pyx_v_phrase;
+ struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_phrase_location;
+ PyObject *__pyx_v_prefix;
+ PyObject *__pyx_v_reachable_buffer;
+ PyObject *__pyx_v_sa_range;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_sample;
+ struct __pyx_obj_3_sa_FeatureVector *__pyx_v_scores;
+ PyObject *__pyx_v_seen_phrases;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
+ PyObject *__pyx_v_spanlen;
+ float __pyx_v_start_time;
+ PyObject *__pyx_v_stop_time;
+ PyObject *__pyx_v_suffix_link;
+ int __pyx_v_suffix_link_xcat;
+ PyObject *__pyx_v_suffix_link_xcat_index;
+ PyObject *__pyx_v_word_id;
+ int __pyx_v_x1;
+ int __pyx_v_xcat;
+ PyObject *__pyx_v_xcat_index;
+ PyObject *__pyx_v_xnode;
+ PyObject *__pyx_v_xroot;
+ Py_ssize_t __pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3;
+ PyObject *__pyx_t_4;
+ PyObject *__pyx_t_5;
+ int __pyx_t_6;
+ Py_ssize_t __pyx_t_7;
+ Py_ssize_t __pyx_t_8;
+ Py_ssize_t __pyx_t_9;
+ PyObject *(*__pyx_t_10)(PyObject *);
+ PyObject *(*__pyx_t_11)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":23
+ * return ' '.join('%s=%s' % feat for feat in self)
+ *
+ * cdef class Scorer: # <<<<<<<<<<<<<<
+ * cdef models
+ * def __init__(self, *models):
+ */
+struct __pyx_obj_3_sa_Scorer {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Scorer *__pyx_vtab;
+ PyObject *models;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":10
+ * cdef int ALIGNMENT_CODE = 1 << 16
+ *
+ * cdef class Alignment: # <<<<<<<<<<<<<<
+ * cdef IntList links
+ * cdef IntList sent_index
+ */
+struct __pyx_obj_3_sa_Alignment {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Alignment *__pyx_vtab;
+ struct __pyx_obj_3_sa_IntList *links;
+ struct __pyx_obj_3_sa_IntList *sent_index;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":118
+ * # (entirely C-implemented) _BitSet struct.
+ * # Very slow; use only for debugging
+ * cdef class BitSet: # <<<<<<<<<<<<<<
+ *
+ * cdef _BitSet* b
+ */
+struct __pyx_obj_3_sa_BitSet {
+ PyObject_HEAD
+ struct __pyx_t_3_sa__BitSet *b;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":106
+ *
+ *
+ * cdef class Sampler: # <<<<<<<<<<<<<<
+ * '''A Sampler implements a logic for choosing
+ * samples from a population range'''
+ */
+struct __pyx_obj_3_sa_Sampler {
+ PyObject_HEAD
+ int sample_size;
+ struct __pyx_obj_3_sa_IntList *sa;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":8
+ * char* stringmap_word(StrMap *vocab, int i)
+ *
+ * cdef class StringMap: # <<<<<<<<<<<<<<
+ * cdef StrMap *vocab
+ * cdef char *word(self, int i)
+ */
+struct __pyx_obj_3_sa_StringMap {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_StringMap *__pyx_vtab;
+ StrMap *vocab;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2167
+ * # (Used for EGivenFCoherent)
+ * # Return set of (fphrase, lex_i, lex_j)
+ * def get_f_phrases(self, f_words): # <<<<<<<<<<<<<<
+ *
+ * f_len = len(f_words)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases {
+ PyObject_HEAD
+ PyObject *__pyx_v_extract;
+ PyObject *__pyx_v_f_len;
+ PyObject *__pyx_v_f_words;
+ PyObject *__pyx_v_phrases;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":46
+ * cdef int EPSILON = sym_fromstring('*EPS*', True)
+ *
+ * cdef class TrieNode: # <<<<<<<<<<<<<<
+ * cdef public children
+ *
+ */
+struct __pyx_obj_3_sa_TrieNode {
+ PyObject_HEAD
+ PyObject *children;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":52
+ * self.children = {}
+ *
+ * cdef class ExtendedTrieNode(TrieNode): # <<<<<<<<<<<<<<
+ * cdef public phrase
+ * cdef public phrase_location
+ */
+struct __pyx_obj_3_sa_ExtendedTrieNode {
+ struct __pyx_obj_3_sa_TrieNode __pyx_base;
+ PyObject *phrase;
+ PyObject *phrase_location;
+ PyObject *suffix_link;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":109
+ * trie_node_to_map(edge.node, result, prefix, include_zeros)
+ *
+ * cdef class TrieMap: # <<<<<<<<<<<<<<
+ *
+ * cdef _Trie_Node** root
+ */
+struct __pyx_obj_3_sa_TrieMap {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_TrieMap *__pyx_vtab;
+ struct __pyx_t_3_sa__Trie_Node **root;
+ int V;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":115
+ *
+ * def decode_lattice(lattice):
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc # <<<<<<<<<<<<<<
+ * for arc in node for node in lattice)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *__pyx_outer_scope;
+ PyObject *__pyx_v_arc;
+ PyObject *__pyx_v_dist;
+ PyObject *__pyx_v_node;
+ PyObject *__pyx_v_sym;
+ PyObject *__pyx_v_weight;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+ PyObject *__pyx_t_3;
+ PyObject *__pyx_t_4;
+ Py_ssize_t __pyx_t_5;
+ PyObject *(*__pyx_t_6)(PyObject *);
+ Py_ssize_t __pyx_t_7;
+ PyObject *(*__pyx_t_8)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":110
+ * return sym_isvar(sym)
+ *
+ * def make_lattice(words): # <<<<<<<<<<<<<<
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice {
+ PyObject_HEAD
+ PyObject *__pyx_v_word_ids;
+ PyObject *__pyx_v_words;
+};
+
+
+/* "_sa.pxd":29
+ * cdef FloatList values
+ *
+ * cdef class Phrase: # <<<<<<<<<<<<<<
+ * cdef int *syms
+ * cdef int n, *varpos, n_vars
+ */
+struct __pyx_obj_3_sa_Phrase {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_Phrase *__pyx_vtab;
+ int *syms;
+ int n;
+ int *varpos;
+ int n_vars;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":15
+ * self.values.append(value)
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * for i in range(self.names.len):
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ {
+ PyObject_HEAD
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self;
+ int __pyx_t_0;
+ unsigned int __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":81
+ * free(self.arr)
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i in range(self.len):
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct____iter__ {
+ PyObject_HEAD
+ int __pyx_v_i;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_self;
+ int __pyx_t_0;
+ int __pyx_t_1;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":63
+ *
+ *
+ * cdef class TrieTable: # <<<<<<<<<<<<<<
+ * cdef public int extended
+ * cdef public int count
+ */
+struct __pyx_obj_3_sa_TrieTable {
+ PyObject_HEAD
+ int extended;
+ int count;
+ PyObject *root;
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":111
+ *
+ * def make_lattice(words):
+ * word_ids = (sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<<
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *__pyx_outer_scope;
+ PyObject *__pyx_v_word;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":119
+ *
+ * def decode_sentence(lattice):
+ * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) # <<<<<<<<<<<<<<
+ *
+ * def encode_words(words):
+ */
+struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr {
+ PyObject_HEAD
+ struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *__pyx_outer_scope;
+ PyObject *__pyx_v__;
+ PyObject *__pyx_v_sym;
+ PyObject *__pyx_t_0;
+ Py_ssize_t __pyx_t_1;
+ PyObject *(*__pyx_t_2)(PyObject *);
+};
+
+
+/* "_sa.pxd":3
+ * from libc.stdio cimport FILE
+ *
+ * cdef class FloatList: # <<<<<<<<<<<<<<
+ * cdef int size
+ * cdef int increment
+ */
+struct __pyx_obj_3_sa_FloatList {
+ PyObject_HEAD
+ struct __pyx_vtabstruct_3_sa_FloatList *__pyx_vtab;
+ int size;
+ int increment;
+ int len;
+ float *arr;
+};
+
+
+
+/* "/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_vtabstruct_3_sa_DataArray {
+ void (*read_handle)(struct __pyx_obj_3_sa_DataArray *, FILE *);
+ void (*write_handle)(struct __pyx_obj_3_sa_DataArray *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_DataArray *__pyx_vtabptr_3_sa_DataArray;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":10
+ * cdef int ALIGNMENT_CODE = 1 << 16
+ *
+ * cdef class Alignment: # <<<<<<<<<<<<<<
+ * cdef IntList links
+ * cdef IntList sent_index
+ */
+
+struct __pyx_vtabstruct_3_sa_Alignment {
+ int (*link)(struct __pyx_obj_3_sa_Alignment *, int, int);
+ PyObject *(*_unlink)(struct __pyx_obj_3_sa_Alignment *, int, int *, int *);
+ int *(*_get_sent_links)(struct __pyx_obj_3_sa_Alignment *, int, int *);
+};
+static struct __pyx_vtabstruct_3_sa_Alignment *__pyx_vtabptr_3_sa_Alignment;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":4
+ * from libc.string cimport strsep, strcpy, strlen
+ *
+ * cdef class Phrase: # <<<<<<<<<<<<<<
+ *
+ * def __cinit__(self, words):
+ */
+
+struct __pyx_vtabstruct_3_sa_Phrase {
+ int (*chunkpos)(struct __pyx_obj_3_sa_Phrase *, int);
+ int (*chunklen)(struct __pyx_obj_3_sa_Phrase *, int);
+};
+static struct __pyx_vtabstruct_3_sa_Phrase *__pyx_vtabptr_3_sa_Phrase;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":84
+ * # in the suffix array; if discontiguous, it is the set of
+ * # actual locations (packed into an array)
+ * cdef class PhraseLocation: # <<<<<<<<<<<<<<
+ * cdef int sa_low
+ * cdef int sa_high
+ */
+
+struct __pyx_vtabstruct_3_sa_PhraseLocation {
+ int (*contains)(struct __pyx_obj_3_sa_PhraseLocation *, int);
+};
+static struct __pyx_vtabstruct_3_sa_PhraseLocation *__pyx_vtabptr_3_sa_PhraseLocation;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":47
+ *
+ *
+ * cdef class BiLex: # <<<<<<<<<<<<<<
+ * cdef FloatList col1
+ * cdef FloatList col2
+ */
+
+struct __pyx_vtabstruct_3_sa_BiLex {
+ PyObject *(*compute_from_data)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_obj_3_sa_SuffixArray *, struct __pyx_obj_3_sa_DataArray *, struct __pyx_obj_3_sa_Alignment *);
+ PyObject *(*_add_node)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_t_3_sa__node *, int *, float, int *);
+ PyObject *(*write_wordlist)(struct __pyx_obj_3_sa_BiLex *, PyObject *, FILE *);
+ PyObject *(*read_wordlist)(struct __pyx_obj_3_sa_BiLex *, PyObject *, PyObject *, FILE *);
+ PyObject *(*swap)(struct __pyx_obj_3_sa_BiLex *, int, int);
+ PyObject *(*qsort)(struct __pyx_obj_3_sa_BiLex *, int, int, PyObject *);
+};
+static struct __pyx_vtabstruct_3_sa_BiLex *__pyx_vtabptr_3_sa_BiLex;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":9
+ * from libc.string cimport memset, memcpy
+ *
+ * cdef class IntList: # <<<<<<<<<<<<<<
+ *
+ * def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ */
+
+struct __pyx_vtabstruct_3_sa_IntList {
+ void (*set)(struct __pyx_obj_3_sa_IntList *, int, int);
+ void (*_append)(struct __pyx_obj_3_sa_IntList *, int);
+ void (*_extend)(struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *);
+ void (*_extend_arr)(struct __pyx_obj_3_sa_IntList *, int *, int);
+ void (*_clear)(struct __pyx_obj_3_sa_IntList *);
+ void (*write_handle)(struct __pyx_obj_3_sa_IntList *, FILE *);
+ void (*read_handle)(struct __pyx_obj_3_sa_IntList *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_IntList *__pyx_vtabptr_3_sa_IntList;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":109
+ * trie_node_to_map(edge.node, result, prefix, include_zeros)
+ *
+ * cdef class TrieMap: # <<<<<<<<<<<<<<
+ *
+ * cdef _Trie_Node** root
+ */
+
+struct __pyx_vtabstruct_3_sa_TrieMap {
+ struct __pyx_t_3_sa__Trie_Node *(*_insert)(struct __pyx_obj_3_sa_TrieMap *, int *, int);
+ struct __pyx_t_3_sa__Trie_Node *(*_contains)(struct __pyx_obj_3_sa_TrieMap *, int *, int);
+};
+static struct __pyx_vtabstruct_3_sa_TrieMap *__pyx_vtabptr_3_sa_TrieMap;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":188
+ *
+ *
+ * cdef class Precomputation: # <<<<<<<<<<<<<<
+ * cdef int precompute_rank
+ * cdef int precompute_secondary_rank
+ */
+
+struct __pyx_vtabstruct_3_sa_Precomputation {
+ PyObject *(*read_map)(struct __pyx_obj_3_sa_Precomputation *, FILE *);
+ PyObject *(*write_map)(struct __pyx_obj_3_sa_Precomputation *, PyObject *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_Precomputation *__pyx_vtabptr_3_sa_Precomputation;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":23
+ * return ' '.join('%s=%s' % feat for feat in self)
+ *
+ * cdef class Scorer: # <<<<<<<<<<<<<<
+ * cdef models
+ * def __init__(self, *models):
+ */
+
+struct __pyx_vtabstruct_3_sa_Scorer {
+ struct __pyx_obj_3_sa_FeatureVector *(*score)(struct __pyx_obj_3_sa_Scorer *, PyObject *);
+};
+static struct __pyx_vtabstruct_3_sa_Scorer *__pyx_vtabptr_3_sa_Scorer;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":9
+ * from libc.string cimport memset, strcpy, strlen
+ *
+ * cdef class FloatList: # <<<<<<<<<<<<<<
+ *
+ * def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ */
+
+struct __pyx_vtabstruct_3_sa_FloatList {
+ void (*set)(struct __pyx_obj_3_sa_FloatList *, int, float);
+ void (*write_handle)(struct __pyx_obj_3_sa_FloatList *, FILE *);
+ void (*read_handle)(struct __pyx_obj_3_sa_FloatList *, FILE *);
+};
+static struct __pyx_vtabstruct_3_sa_FloatList *__pyx_vtabptr_3_sa_FloatList;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":354
+ *
+ *
+ * cdef class VEB: # <<<<<<<<<<<<<<
+ * cdef _VEB* veb
+ * cdef int _findsucc(self, int i)
+ */
+
+struct __pyx_vtabstruct_3_sa_VEB {
+ int (*_findsucc)(struct __pyx_obj_3_sa_VEB *, int);
+ int (*_insert)(struct __pyx_obj_3_sa_VEB *, int);
+ int (*_first)(struct __pyx_obj_3_sa_VEB *);
+};
+static struct __pyx_vtabstruct_3_sa_VEB *__pyx_vtabptr_3_sa_VEB;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":7
+ * cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1
+ *
+ * cdef class Alphabet: # <<<<<<<<<<<<<<
+ * cdef readonly StringMap terminals, nonterminals
+ * cdef int first_nonterminal, last_nonterminal
+ */
+
+struct __pyx_vtabstruct_3_sa_Alphabet {
+ int (*isvar)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*isword)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*getindex)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*setindex)(struct __pyx_obj_3_sa_Alphabet *, int, int);
+ int (*clearindex)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*match)(struct __pyx_obj_3_sa_Alphabet *, int, int);
+ char *(*tocat)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*fromcat)(struct __pyx_obj_3_sa_Alphabet *, char *);
+ char *(*tostring)(struct __pyx_obj_3_sa_Alphabet *, int);
+ int (*fromstring)(struct __pyx_obj_3_sa_Alphabet *, char *, int);
+};
+static struct __pyx_vtabstruct_3_sa_Alphabet *__pyx_vtabptr_3_sa_Alphabet;
+
+
+/* "/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_vtabstruct_3_sa_SuffixArray {
+ int (*__pyx___search_high)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int);
+ int (*__pyx___search_low)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int);
+ PyObject *(*__pyx___get_range)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int, int);
+ PyObject *(*__pyx___lookup_helper)(struct __pyx_obj_3_sa_SuffixArray *, int, int, int, int);
+};
+static struct __pyx_vtabstruct_3_sa_SuffixArray *__pyx_vtabptr_3_sa_SuffixArray;
+
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":8
+ * char* stringmap_word(StrMap *vocab, int i)
+ *
+ * cdef class StringMap: # <<<<<<<<<<<<<<
+ * cdef StrMap *vocab
+ * cdef char *word(self, int i)
+ */
+
+struct __pyx_vtabstruct_3_sa_StringMap {
+ char *(*word)(struct __pyx_obj_3_sa_StringMap *, int);
+ int (*index)(struct __pyx_obj_3_sa_StringMap *, char *);
+};
+static struct __pyx_vtabstruct_3_sa_StringMap *__pyx_vtabptr_3_sa_StringMap;
+
+
+/* "/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_vtabstruct_3_sa_HieroCachingRuleFactory {
+ PyObject *(*set_idmap)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_DataArray *);
+ int *(*baeza_yates_helper)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *);
+ long (*compare_matchings_set)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_3_sa_Matching *, int, int);
+ long (*compare_matchings)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int);
+ int *(*merge_helper)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *);
+ void (*sort_phrase_loc)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_Phrase *);
+ PyObject *(*intersect_helper)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_PhraseLocation *, int);
+ PyObject *(*loc2str)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_PhraseLocation *);
+ struct __pyx_obj_3_sa_PhraseLocation *(*intersect)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_3_sa_Phrase *);
+ int (*find_fixpoint)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int);
+ PyObject *(*find_projection)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *);
+ int *(*int_arr_extend)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int *, int *, int);
+ PyObject *(*extract_phrases)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int);
+ struct __pyx_obj_3_sa_IntList *(*create_alignments)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int, struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *);
+ PyObject *(*extract)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_t_3_sa_Matching *, int *, int);
+};
+static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *__pyx_vtabptr_3_sa_HieroCachingRuleFactory;
+#ifndef CYTHON_REFNANNY
+ #define CYTHON_REFNANNY 0
+#endif
+#if CYTHON_REFNANNY
+ typedef struct {
+ void (*INCREF)(void*, PyObject*, int);
+ void (*DECREF)(void*, PyObject*, int);
+ void (*GOTREF)(void*, PyObject*, int);
+ void (*GIVEREF)(void*, PyObject*, int);
+ void* (*SetupContext)(const char*, int, const char*);
+ void (*FinishContext)(void**);
+ } __Pyx_RefNannyAPIStruct;
+ static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
+ static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); /*proto*/
+ #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
+#ifdef WITH_THREAD
+ #define __Pyx_RefNannySetupContext(name, acquire_gil) \
+ if (acquire_gil) { \
+ PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \
+ __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \
+ PyGILState_Release(__pyx_gilstate_save); \
+ } else { \
+ __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \
+ }
+#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 <structmember.h>
+#define __Pyx_CYFUNCTION_STATICMETHOD 0x01
+#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02
+#define __Pyx_CYFUNCTION_CCLASS 0x04
+#define __Pyx_CyFunction_GetClosure(f) \
+ (((__pyx_CyFunctionObject *) (f))->func_closure)
+#define __Pyx_CyFunction_GetClassObj(f) \
+ (((__pyx_CyFunctionObject *) (f))->func_classobj)
+#define __Pyx_CyFunction_Defaults(type, f) \
+ ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
+#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \
+ ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
+typedef struct {
+ 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 <string.h>
+
+static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/
+
+static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/
+
+static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
+static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
+
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/
+
+static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *);
+
+static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *);
+
+static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *);
+
+static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *);
+
+static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *);
+
+static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *);
+
+static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *);
+
+static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *);
+
+static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *);
+
+static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *);
+
+static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *);
+
+static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *);
+
+static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *);
+
+static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *);
+
+static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *);
+
+static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *);
+
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
+
+#define __Pyx_Generator_USED
+#include <structmember.h>
+#include <frameobject.h>
+typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *);
+typedef struct {
+ 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__.<locals>.<lambda>";
+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.<locals>.lambda4.<locals>.<lambda>";
+static char __pyx_k_125[] = "Keyword trie error";
+static char __pyx_k_127[] = "HieroCachingRuleFactory.input.<locals>.<lambda>";
+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.<locals>.extract";
+static char __pyx_k_146[] = "HieroCachingRuleFactory.form_rule.<locals>.<lambda>";
+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.<locals>.extract";
+static char __pyx_k_167[] = "%s=%s";
+static char __pyx_k_169[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/_sa.pyx";
+static char __pyx_k_172[] = "cdec.sa";
+static char __pyx_k_176[] = "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi";
+static char __pyx_k_187[] = "*EPS*";
+static char __pyx_k__FE[] = "FE";
+static char __pyx_k__al[] = "al";
+static char __pyx_k__fe[] = "fe";
+static char __pyx_k__gc[] = "gc";
+static char __pyx_k__nt[] = "nt";
+static char __pyx_k__sa[] = "sa";
+static char __pyx_k__wc[] = "wc";
+static char __pyx_k___sa[] = "_sa";
+static char __pyx_k__arr[] = "arr";
+static char __pyx_k__cmp[] = "cmp";
+static char __pyx_k__col[] = "col";
+static char __pyx_k__e_i[] = "e_i";
+static char __pyx_k__e_j[] = "e_j";
+static char __pyx_k__end[] = "end";
+static char __pyx_k__f_i[] = "f_i";
+static char __pyx_k__f_j[] = "f_j";
+static char __pyx_k__get[] = "get";
+static char __pyx_k__isa[] = "isa";
+static char __pyx_k__ito[] = "ito";
+static char __pyx_k__key[] = "key";
+static char __pyx_k__lhs[] = "lhs";
+static char __pyx_k__low[] = "low";
+static char __pyx_k__map[] = "map";
+static char __pyx_k__max[] = "max";
+static char __pyx_k__ntc[] = "ntc";
+static char __pyx_k__pad[] = "pad";
+static char __pyx_k__pop[] = "pop";
+static char __pyx_k__res[] = "res";
+static char __pyx_k__set[] = "set";
+static char __pyx_k__sym[] = "sym";
+static char __pyx_k__vec[] = "vec";
+static char __pyx_k__zip[] = "zip";
+static char __pyx_k__NULL[] = "NULL";
+static char __pyx_k__args[] = "args";
+static char __pyx_k__dist[] = "dist";
+static char __pyx_k__gzip[] = "gzip";
+static char __pyx_k__high[] = "high";
+static char __pyx_k__info[] = "info";
+static char __pyx_k__join[] = "join";
+static char __pyx_k__link[] = "link";
+static char __pyx_k__meta[] = "meta";
+static char __pyx_k__name[] = "name";
+static char __pyx_k__open[] = "open";
+static char __pyx_k__seek[] = "seek";
+static char __pyx_k__send[] = "send";
+static char __pyx_k__side[] = "side";
+static char __pyx_k__size[] = "size";
+static char __pyx_k__skip[] = "skip";
+static char __pyx_k__stop[] = "stop";
+static char __pyx_k__syms[] = "syms";
+static char __pyx_k__warn[] = "warn";
+static char __pyx_k__word[] = "word";
+static char __pyx_k___SEP_[] = "_SEP_";
+static char __pyx_k__arity[] = "arity";
+static char __pyx_k__chain[] = "chain";
+static char __pyx_k__close[] = "close";
+static char __pyx_k__debug[] = "debug";
+static char __pyx_k__eword[] = "eword";
+static char __pyx_k__fword[] = "fword";
+static char __pyx_k__ifrom[] = "ifrom";
+static char __pyx_k__index[] = "index";
+static char __pyx_k__isvar[] = "isvar";
+static char __pyx_k__lex_i[] = "lex_i";
+static char __pyx_k__lex_j[] = "lex_j";
+static char __pyx_k__links[] = "links";
+static char __pyx_k__merge[] = "merge";
+static char __pyx_k__range[] = "range";
+static char __pyx_k__reset[] = "reset";
+static char __pyx_k__split[] = "split";
+static char __pyx_k__start[] = "start";
+static char __pyx_k__stats[] = "stats";
+static char __pyx_k__throw[] = "throw";
+static char __pyx_k__toMap[] = "toMap";
+static char __pyx_k__value[] = "value";
+static char __pyx_k__words[] = "words";
+static char __pyx_k__write[] = "write";
+static char __pyx_k__append[] = "append";
+static char __pyx_k__e_span[] = "e_span";
+static char __pyx_k__e_text[] = "e_text";
+static char __pyx_k__earray[] = "earray";
+static char __pyx_k__extend[] = "extend";
+static char __pyx_k__f_span[] = "f_span";
+static char __pyx_k__f_text[] = "f_text";
+static char __pyx_k__fcount[] = "fcount";
+static char __pyx_k__format[] = "format";
+static char __pyx_k__fwords[] = "fwords";
+static char __pyx_k__get_id[] = "get_id";
+static char __pyx_k__insert[] = "insert";
+static char __pyx_k__link_i[] = "link_i";
+static char __pyx_k__link_j[] = "link_j";
+static char __pyx_k__logger[] = "logger";
+static char __pyx_k__lookup[] = "lookup";
+static char __pyx_k__offset[] = "offset";
+static char __pyx_k__online[] = "online";
+static char __pyx_k__phrase[] = "phrase";
+static char __pyx_k__q3sort[] = "q3sort";
+static char __pyx_k__sa_low[] = "sa_low";
+static char __pyx_k__sample[] = "sample";
+static char __pyx_k__sarray[] = "sarray";
+static char __pyx_k__scorer[] = "scorer";
+static char __pyx_k__scores[] = "scores";
+static char __pyx_k__sorted[] = "sorted";
+static char __pyx_k__source[] = "source";
+static char __pyx_k__unlink[] = "unlink";
+static char __pyx_k__Counter[] = "Counter";
+static char __pyx_k__advance[] = "advance";
+static char __pyx_k__arr_low[] = "arr_low";
+static char __pyx_k__bilex_e[] = "bilex_e";
+static char __pyx_k__bilex_f[] = "bilex_f";
+static char __pyx_k__collect[] = "collect";
+static char __pyx_k__e_words[] = "e_words";
+static char __pyx_k__edarray[] = "edarray";
+static char __pyx_k__ephrase[] = "ephrase";
+static char __pyx_k__extract[] = "extract";
+static char __pyx_k__f_words[] = "f_words";
+static char __pyx_k__fphrase[] = "fphrase";
+static char __pyx_k__fsarray[] = "fsarray";
+static char __pyx_k__genexpr[] = "genexpr";
+static char __pyx_k__lattice[] = "lattice";
+static char __pyx_k__logging[] = "logging";
+static char __pyx_k__matches[] = "matches";
+static char __pyx_k__new_e_i[] = "new_e_i";
+static char __pyx_k__new_e_j[] = "new_e_j";
+static char __pyx_k__nt_open[] = "nt_open";
+static char __pyx_k__pathlen[] = "pathlen";
+static char __pyx_k__sa_high[] = "sa_high";
+static char __pyx_k__sampler[] = "sampler";
+static char __pyx_k__spanlen[] = "spanlen";
+static char __pyx_k__GzipFile[] = "GzipFile";
+static char __pyx_k____exit__[] = "__exit__";
+static char __pyx_k____main__[] = "__main__";
+static char __pyx_k____name__[] = "__name__";
+static char __pyx_k____test__[] = "__test__";
+static char __pyx_k___columns[] = "_columns";
+static char __pyx_k__arr_high[] = "arr_high";
+static char __pyx_k__bilex_fe[] = "bilex_fe";
+static char __pyx_k__category[] = "category";
+static char __pyx_k__children[] = "children";
+static char __pyx_k__curr_idx[] = "curr_idx";
+static char __pyx_k__extended[] = "extended";
+static char __pyx_k__filename[] = "filename";
+static char __pyx_k__fmt_rule[] = "fmt_rule";
+static char __pyx_k__frontier[] = "frontier";
+static char __pyx_k__get_e_id[] = "get_e_id";
+static char __pyx_k__get_f_id[] = "get_f_id";
+static char __pyx_k__get_word[] = "get_word";
+static char __pyx_k__getchunk[] = "getchunk";
+static char __pyx_k__min_dist[] = "min_dist";
+static char __pyx_k__resource[] = "resource";
+static char __pyx_k__ru_stime[] = "ru_stime";
+static char __pyx_k__ru_utime[] = "ru_utime";
+static char __pyx_k__shortest[] = "shortest";
+static char __pyx_k__span_dec[] = "span_dec";
+static char __pyx_k__span_inc[] = "span_inc";
+static char __pyx_k__word_ids[] = "word_ids";
+static char __pyx_k__Exception[] = "Exception";
+static char __pyx_k__INCREMENT[] = "INCREMENT";
+static char __pyx_k__TypeError[] = "TypeError";
+static char __pyx_k____enter__[] = "__enter__";
+static char __pyx_k__alignment[] = "alignment";
+static char __pyx_k__enumerate[] = "enumerate";
+static char __pyx_k__form_rule[] = "form_rule";
+static char __pyx_k__from_data[] = "from_data";
+static char __pyx_k__from_text[] = "from_text";
+static char __pyx_k__getLogger[] = "getLogger";
+static char __pyx_k__getrusage[] = "getrusage";
+static char __pyx_k__increment[] = "increment";
+static char __pyx_k__iteritems[] = "iteritems";
+static char __pyx_k__itertools[] = "itertools";
+static char __pyx_k__min_bound[] = "min_bound";
+static char __pyx_k__new_lex_i[] = "new_lex_i";
+static char __pyx_k__new_lex_j[] = "new_lex_j";
+static char __pyx_k__paircount[] = "paircount";
+static char __pyx_k__partition[] = "partition";
+static char __pyx_k__reachable[] = "reachable";
+static char __pyx_k__read_text[] = "read_text";
+static char __pyx_k__use_index[] = "use_index";
+static char __pyx_k__IndexError[] = "IndexError";
+static char __pyx_k__ValueError[] = "ValueError";
+static char __pyx_k____import__[] = "__import__";
+static char __pyx_k__alignments[] = "alignments";
+static char __pyx_k__from_stats[] = "from_stats";
+static char __pyx_k__input_span[] = "input_span";
+static char __pyx_k__itervalues[] = "itervalues";
+static char __pyx_k__max_chunks[] = "max_chunks";
+static char __pyx_k__max_length[] = "max_length";
+static char __pyx_k__namedtuple[] = "namedtuple";
+static char __pyx_k__plus_links[] = "plus_links";
+static char __pyx_k__precompute[] = "precompute";
+static char __pyx_k__span_check[] = "span_check";
+static char __pyx_k__write_text[] = "write_text";
+static char __pyx_k__END_OF_FILE[] = "END_OF_FILE";
+static char __pyx_k__END_OF_LINE[] = "END_OF_LINE";
+static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF";
+static char __pyx_k__collections[] = "collections";
+static char __pyx_k__defaultdict[] = "defaultdict";
+static char __pyx_k__from_binary[] = "from_binary";
+static char __pyx_k__initial_len[] = "initial_len";
+static char __pyx_k__input_match[] = "input_match";
+static char __pyx_k__monitor_cpu[] = "monitor_cpu";
+static char __pyx_k__next_states[] = "next_states";
+static char __pyx_k__old_last_nt[] = "old_last_nt";
+static char __pyx_k__precomputed[] = "precomputed";
+static char __pyx_k__read_binary[] = "read_binary";
+static char __pyx_k__read_bitext[] = "read_bitext";
+static char __pyx_k__sample_size[] = "sample_size";
+static char __pyx_k__suffix_link[] = "suffix_link";
+static char __pyx_k__use_sent_id[] = "use_sent_id";
+static char __pyx_k___doquicksort[] = "_doquicksort";
+static char __pyx_k__decode_words[] = "decode_words";
+static char __pyx_k__encode_words[] = "encode_words";
+static char __pyx_k__gzip_or_text[] = "gzip_or_text";
+static char __pyx_k__make_lattice[] = "make_lattice";
+static char __pyx_k__min_gap_size[] = "min_gap_size";
+static char __pyx_k__nt_collision[] = "nt_collision";
+static char __pyx_k__StopIteration[] = "StopIteration";
+static char __pyx_k__alphabet_size[] = "alphabet_size";
+static char __pyx_k__from_iterable[] = "from_iterable";
+static char __pyx_k__fsample_count[] = "fsample_count";
+static char __pyx_k__get_f_phrases[] = "get_f_phrases";
+static char __pyx_k__new_min_bound[] = "new_min_bound";
+static char __pyx_k__test_sentence[] = "test_sentence";
+static char __pyx_k__tight_phrases[] = "tight_phrases";
+static char __pyx_k__FeatureContext[] = "FeatureContext";
+static char __pyx_k____pyx_vtable__[] = "__pyx_vtable__";
+static char __pyx_k__decode_lattice[] = "decode_lattice";
+static char __pyx_k__pattern2phrase[] = "pattern2phrase";
+static char __pyx_k__read_text_data[] = "read_text_data";
+static char __pyx_k__by_slack_factor[] = "by_slack_factor";
+static char __pyx_k__decode_sentence[] = "decode_sentence";
+static char __pyx_k__get_next_states[] = "get_next_states";
+static char __pyx_k__num_subpatterns[] = "num_subpatterns";
+static char __pyx_k__phrase_location[] = "phrase_location";
+static char __pyx_k__precompute_file[] = "precompute_file";
+static char __pyx_k__precompute_rank[] = "precompute_rank";
+static char __pyx_k__use_baeza_yates[] = "use_baeza_yates";
+static char __pyx_k__word_alignments[] = "word_alignments";
+static char __pyx_k__INITIAL_CAPACITY[] = "INITIAL_CAPACITY";
+static char __pyx_k__max_initial_size[] = "max_initial_size";
+static char __pyx_k__max_nonterminals[] = "max_nonterminals";
+static char __pyx_k__reachable_buffer[] = "reachable_buffer";
+static char __pyx_k__use_collocations[] = "use_collocations";
+static char __pyx_k__dump_online_rules[] = "dump_online_rules";
+static char __pyx_k__max_target_chunks[] = "max_target_chunks";
+static char __pyx_k__max_target_length[] = "max_target_length";
+static char __pyx_k__online_ctx_lookup[] = "online_ctx_lookup";
+static char __pyx_k__train_min_gap_size[] = "train_min_gap_size";
+static char __pyx_k__pattern2phrase_plus[] = "pattern2phrase_plus";
+static PyObject *__pyx_kp_s_1;
+static PyObject *__pyx_kp_s_10;
+static PyObject *__pyx_kp_s_102;
+static PyObject *__pyx_kp_s_103;
+static PyObject *__pyx_n_s_105;
+static PyObject *__pyx_n_s_106;
+static PyObject *__pyx_kp_s_108;
+static PyObject *__pyx_n_s_110;
+static PyObject *__pyx_kp_s_111;
+static PyObject *__pyx_kp_s_112;
+static PyObject *__pyx_kp_s_113;
+static PyObject *__pyx_kp_s_114;
+static PyObject *__pyx_kp_s_115;
+static PyObject *__pyx_kp_s_116;
+static PyObject *__pyx_kp_s_117;
+static PyObject *__pyx_kp_s_118;
+static PyObject *__pyx_kp_s_119;
+static PyObject *__pyx_kp_s_120;
+static PyObject *__pyx_kp_s_121;
+static PyObject *__pyx_n_s_122;
+static PyObject *__pyx_kp_s_123;
+static PyObject *__pyx_n_s_124;
+static PyObject *__pyx_kp_s_125;
+static PyObject *__pyx_n_s_127;
+static PyObject *__pyx_n_s_128;
+static PyObject *__pyx_kp_s_129;
+static PyObject *__pyx_kp_s_130;
+static PyObject *__pyx_kp_s_131;
+static PyObject *__pyx_kp_s_132;
+static PyObject *__pyx_kp_s_133;
+static PyObject *__pyx_kp_s_134;
+static PyObject *__pyx_kp_s_135;
+static PyObject *__pyx_kp_s_136;
+static PyObject *__pyx_kp_s_137;
+static PyObject *__pyx_kp_s_138;
+static PyObject *__pyx_kp_s_139;
+static PyObject *__pyx_kp_s_14;
+static PyObject *__pyx_kp_s_143;
+static PyObject *__pyx_n_s_144;
+static PyObject *__pyx_n_s_146;
+static PyObject *__pyx_kp_s_149;
+static PyObject *__pyx_kp_s_15;
+static PyObject *__pyx_kp_s_150;
+static PyObject *__pyx_kp_s_151;
+static PyObject *__pyx_kp_s_153;
+static PyObject *__pyx_kp_s_157;
+static PyObject *__pyx_n_s_163;
+static PyObject *__pyx_n_s_166;
+static PyObject *__pyx_kp_s_167;
+static PyObject *__pyx_kp_s_169;
+static PyObject *__pyx_kp_s_172;
+static PyObject *__pyx_kp_s_176;
+static PyObject *__pyx_kp_s_19;
+static PyObject *__pyx_kp_s_2;
+static PyObject *__pyx_kp_s_23;
+static PyObject *__pyx_kp_s_27;
+static PyObject *__pyx_n_s_29;
+static PyObject *__pyx_kp_s_3;
+static PyObject *__pyx_kp_s_33;
+static PyObject *__pyx_kp_s_37;
+static PyObject *__pyx_kp_s_4;
+static PyObject *__pyx_kp_s_44;
+static PyObject *__pyx_kp_s_47;
+static PyObject *__pyx_kp_s_48;
+static PyObject *__pyx_kp_s_5;
+static PyObject *__pyx_kp_s_50;
+static PyObject *__pyx_kp_s_52;
+static PyObject *__pyx_kp_s_54;
+static PyObject *__pyx_kp_s_58;
+static PyObject *__pyx_kp_s_6;
+static PyObject *__pyx_kp_s_60;
+static PyObject *__pyx_kp_s_61;
+static PyObject *__pyx_kp_s_62;
+static PyObject *__pyx_kp_s_64;
+static PyObject *__pyx_kp_s_66;
+static PyObject *__pyx_kp_s_67;
+static PyObject *__pyx_kp_s_68;
+static PyObject *__pyx_kp_s_69;
+static PyObject *__pyx_kp_s_7;
+static PyObject *__pyx_kp_s_70;
+static PyObject *__pyx_kp_s_71;
+static PyObject *__pyx_n_s_72;
+static PyObject *__pyx_n_s_73;
+static PyObject *__pyx_kp_s_74;
+static PyObject *__pyx_kp_s_76;
+static PyObject *__pyx_kp_s_78;
+static PyObject *__pyx_kp_s_8;
+static PyObject *__pyx_kp_s_80;
+static PyObject *__pyx_kp_s_85;
+static PyObject *__pyx_kp_s_86;
+static PyObject *__pyx_kp_s_87;
+static PyObject *__pyx_kp_s_88;
+static PyObject *__pyx_kp_s_89;
+static PyObject *__pyx_kp_s_9;
+static PyObject *__pyx_kp_s_90;
+static PyObject *__pyx_kp_s_91;
+static PyObject *__pyx_kp_s_92;
+static PyObject *__pyx_kp_s_93;
+static PyObject *__pyx_kp_s_94;
+static PyObject *__pyx_kp_s_96;
+static PyObject *__pyx_kp_s_97;
+static PyObject *__pyx_kp_s__0;
+static PyObject *__pyx_kp_s__1;
+static PyObject *__pyx_n_s__Counter;
+static PyObject *__pyx_n_s__E;
+static PyObject *__pyx_n_s__END_OF_FILE;
+static PyObject *__pyx_n_s__END_OF_LINE;
+static PyObject *__pyx_n_s__Exception;
+static PyObject *__pyx_n_s__F;
+static PyObject *__pyx_n_s__FE;
+static PyObject *__pyx_n_s__FeatureContext;
+static PyObject *__pyx_n_s__GzipFile;
+static PyObject *__pyx_n_s__INCREMENT;
+static PyObject *__pyx_n_s__INITIAL_CAPACITY;
+static PyObject *__pyx_n_s__IndexError;
+static PyObject *__pyx_n_s__NULL;
+static PyObject *__pyx_n_s__RUSAGE_SELF;
+static PyObject *__pyx_n_s__StopIteration;
+static PyObject *__pyx_n_s__TypeError;
+static PyObject *__pyx_n_s__ValueError;
+static PyObject *__pyx_n_s____enter__;
+static PyObject *__pyx_n_s____exit__;
+static PyObject *__pyx_n_s____import__;
+static PyObject *__pyx_n_s____main__;
+static PyObject *__pyx_n_s____name__;
+static PyObject *__pyx_n_s____pyx_vtable__;
+static PyObject *__pyx_n_s____test__;
+static PyObject *__pyx_n_s___columns;
+static PyObject *__pyx_n_s___doquicksort;
+static PyObject *__pyx_n_s___sa;
+static PyObject *__pyx_n_s__a;
+static PyObject *__pyx_n_s__advance;
+static PyObject *__pyx_n_s__al;
+static PyObject *__pyx_n_s__alignment;
+static PyObject *__pyx_n_s__alignments;
+static PyObject *__pyx_n_s__alphabet_size;
+static PyObject *__pyx_n_s__append;
+static PyObject *__pyx_n_s__args;
+static PyObject *__pyx_n_s__arity;
+static PyObject *__pyx_n_s__arr;
+static PyObject *__pyx_n_s__arr_high;
+static PyObject *__pyx_n_s__arr_low;
+static PyObject *__pyx_n_s__bilex_e;
+static PyObject *__pyx_n_s__bilex_f;
+static PyObject *__pyx_n_s__bilex_fe;
+static PyObject *__pyx_n_s__by_slack_factor;
+static PyObject *__pyx_n_s__category;
+static PyObject *__pyx_n_s__chain;
+static PyObject *__pyx_n_s__children;
+static PyObject *__pyx_n_s__close;
+static PyObject *__pyx_n_s__cmp;
+static PyObject *__pyx_n_s__col;
+static PyObject *__pyx_n_s__collect;
+static PyObject *__pyx_n_s__collections;
+static PyObject *__pyx_n_s__curr_idx;
+static PyObject *__pyx_n_s__debug;
+static PyObject *__pyx_n_s__decode_lattice;
+static PyObject *__pyx_n_s__decode_sentence;
+static PyObject *__pyx_n_s__decode_words;
+static PyObject *__pyx_n_s__defaultdict;
+static PyObject *__pyx_n_s__dist;
+static PyObject *__pyx_n_s__dump_online_rules;
+static PyObject *__pyx_n_s__e;
+static PyObject *__pyx_n_s__e_i;
+static PyObject *__pyx_n_s__e_j;
+static PyObject *__pyx_n_s__e_span;
+static PyObject *__pyx_n_s__e_text;
+static PyObject *__pyx_n_s__e_words;
+static PyObject *__pyx_n_s__earray;
+static PyObject *__pyx_n_s__edarray;
+static PyObject *__pyx_n_s__encode_words;
+static PyObject *__pyx_n_s__end;
+static PyObject *__pyx_n_s__enumerate;
+static PyObject *__pyx_n_s__ephrase;
+static PyObject *__pyx_n_s__eword;
+static PyObject *__pyx_n_s__extend;
+static PyObject *__pyx_n_s__extended;
+static PyObject *__pyx_n_s__extract;
+static PyObject *__pyx_n_s__f;
+static PyObject *__pyx_n_s__f_i;
+static PyObject *__pyx_n_s__f_j;
+static PyObject *__pyx_n_s__f_span;
+static PyObject *__pyx_n_s__f_text;
+static PyObject *__pyx_n_s__f_words;
+static PyObject *__pyx_n_s__fcount;
+static PyObject *__pyx_n_s__fe;
+static PyObject *__pyx_n_s__filename;
+static PyObject *__pyx_n_s__fmt_rule;
+static PyObject *__pyx_n_s__form_rule;
+static PyObject *__pyx_n_s__format;
+static PyObject *__pyx_n_s__fphrase;
+static PyObject *__pyx_n_s__from_binary;
+static PyObject *__pyx_n_s__from_data;
+static PyObject *__pyx_n_s__from_iterable;
+static PyObject *__pyx_n_s__from_stats;
+static PyObject *__pyx_n_s__from_text;
+static PyObject *__pyx_n_s__frontier;
+static PyObject *__pyx_n_s__fsample_count;
+static PyObject *__pyx_n_s__fsarray;
+static PyObject *__pyx_n_s__fword;
+static PyObject *__pyx_n_s__fwords;
+static PyObject *__pyx_n_s__gc;
+static PyObject *__pyx_n_s__genexpr;
+static PyObject *__pyx_n_s__get;
+static PyObject *__pyx_n_s__getLogger;
+static PyObject *__pyx_n_s__get_e_id;
+static PyObject *__pyx_n_s__get_f_id;
+static PyObject *__pyx_n_s__get_f_phrases;
+static PyObject *__pyx_n_s__get_id;
+static PyObject *__pyx_n_s__get_next_states;
+static PyObject *__pyx_n_s__get_word;
+static PyObject *__pyx_n_s__getchunk;
+static PyObject *__pyx_n_s__getrusage;
+static PyObject *__pyx_n_s__gzip;
+static PyObject *__pyx_n_s__gzip_or_text;
+static PyObject *__pyx_n_s__h;
+static PyObject *__pyx_n_s__high;
+static PyObject *__pyx_n_s__i;
+static PyObject *__pyx_n_s__ifrom;
+static PyObject *__pyx_n_s__increment;
+static PyObject *__pyx_n_s__index;
+static PyObject *__pyx_n_s__info;
+static PyObject *__pyx_n_s__initial_len;
+static PyObject *__pyx_n_s__input_match;
+static PyObject *__pyx_n_s__input_span;
+static PyObject *__pyx_n_s__insert;
+static PyObject *__pyx_n_s__isa;
+static PyObject *__pyx_n_s__isvar;
+static PyObject *__pyx_n_s__iteritems;
+static PyObject *__pyx_n_s__itertools;
+static PyObject *__pyx_n_s__itervalues;
+static PyObject *__pyx_n_s__ito;
+static PyObject *__pyx_n_s__j;
+static PyObject *__pyx_n_s__join;
+static PyObject *__pyx_n_s__k;
+static PyObject *__pyx_n_s__key;
+static PyObject *__pyx_n_s__lattice;
+static PyObject *__pyx_n_s__lex_i;
+static PyObject *__pyx_n_s__lex_j;
+static PyObject *__pyx_n_s__lhs;
+static PyObject *__pyx_n_s__link;
+static PyObject *__pyx_n_s__link_i;
+static PyObject *__pyx_n_s__link_j;
+static PyObject *__pyx_n_s__links;
+static PyObject *__pyx_n_s__logger;
+static PyObject *__pyx_n_s__logging;
+static PyObject *__pyx_n_s__lookup;
+static PyObject *__pyx_n_s__low;
+static PyObject *__pyx_n_s__make_lattice;
+static PyObject *__pyx_n_s__map;
+static PyObject *__pyx_n_s__matches;
+static PyObject *__pyx_n_s__max;
+static PyObject *__pyx_n_s__max_chunks;
+static PyObject *__pyx_n_s__max_initial_size;
+static PyObject *__pyx_n_s__max_length;
+static PyObject *__pyx_n_s__max_nonterminals;
+static PyObject *__pyx_n_s__max_target_chunks;
+static PyObject *__pyx_n_s__max_target_length;
+static PyObject *__pyx_n_s__merge;
+static PyObject *__pyx_n_s__meta;
+static PyObject *__pyx_n_s__min_bound;
+static PyObject *__pyx_n_s__min_dist;
+static PyObject *__pyx_n_s__min_gap_size;
+static PyObject *__pyx_n_s__monitor_cpu;
+static PyObject *__pyx_n_s__name;
+static PyObject *__pyx_n_s__namedtuple;
+static PyObject *__pyx_n_s__new_e_i;
+static PyObject *__pyx_n_s__new_e_j;
+static PyObject *__pyx_n_s__new_lex_i;
+static PyObject *__pyx_n_s__new_lex_j;
+static PyObject *__pyx_n_s__new_min_bound;
+static PyObject *__pyx_n_s__next_states;
+static PyObject *__pyx_n_s__nt;
+static PyObject *__pyx_n_s__nt_collision;
+static PyObject *__pyx_n_s__nt_open;
+static PyObject *__pyx_n_s__ntc;
+static PyObject *__pyx_n_s__num_subpatterns;
+static PyObject *__pyx_n_s__offset;
+static PyObject *__pyx_n_s__old_last_nt;
+static PyObject *__pyx_n_s__online;
+static PyObject *__pyx_n_s__online_ctx_lookup;
+static PyObject *__pyx_n_s__open;
+static PyObject *__pyx_n_s__pad;
+static PyObject *__pyx_n_s__paircount;
+static PyObject *__pyx_n_s__partition;
+static PyObject *__pyx_n_s__pathlen;
+static PyObject *__pyx_n_s__pattern2phrase;
+static PyObject *__pyx_n_s__pattern2phrase_plus;
+static PyObject *__pyx_n_s__phrase;
+static PyObject *__pyx_n_s__phrase_location;
+static PyObject *__pyx_n_s__plus_links;
+static PyObject *__pyx_n_s__pop;
+static PyObject *__pyx_n_s__precompute;
+static PyObject *__pyx_n_s__precompute_file;
+static PyObject *__pyx_n_s__precompute_rank;
+static PyObject *__pyx_n_s__precomputed;
+static PyObject *__pyx_n_s__q3sort;
+static PyObject *__pyx_n_s__range;
+static PyObject *__pyx_n_s__reachable;
+static PyObject *__pyx_n_s__reachable_buffer;
+static PyObject *__pyx_n_s__read_binary;
+static PyObject *__pyx_n_s__read_bitext;
+static PyObject *__pyx_n_s__read_text;
+static PyObject *__pyx_n_s__read_text_data;
+static PyObject *__pyx_n_s__res;
+static PyObject *__pyx_n_s__reset;
+static PyObject *__pyx_n_s__resource;
+static PyObject *__pyx_n_s__ru_stime;
+static PyObject *__pyx_n_s__ru_utime;
+static PyObject *__pyx_n_s__sa;
+static PyObject *__pyx_n_s__sa_high;
+static PyObject *__pyx_n_s__sa_low;
+static PyObject *__pyx_n_s__sample;
+static PyObject *__pyx_n_s__sample_size;
+static PyObject *__pyx_n_s__sampler;
+static PyObject *__pyx_n_s__sarray;
+static PyObject *__pyx_n_s__scorer;
+static PyObject *__pyx_n_s__scores;
+static PyObject *__pyx_n_s__seek;
+static PyObject *__pyx_n_s__send;
+static PyObject *__pyx_n_s__set;
+static PyObject *__pyx_n_s__shortest;
+static PyObject *__pyx_n_s__side;
+static PyObject *__pyx_n_s__size;
+static PyObject *__pyx_n_s__skip;
+static PyObject *__pyx_n_s__sorted;
+static PyObject *__pyx_n_s__source;
+static PyObject *__pyx_n_s__span_check;
+static PyObject *__pyx_n_s__span_dec;
+static PyObject *__pyx_n_s__span_inc;
+static PyObject *__pyx_n_s__spanlen;
+static PyObject *__pyx_n_s__split;
+static PyObject *__pyx_n_s__start;
+static PyObject *__pyx_n_s__stats;
+static PyObject *__pyx_n_s__stop;
+static PyObject *__pyx_n_s__suffix_link;
+static PyObject *__pyx_n_s__sym;
+static PyObject *__pyx_n_s__syms;
+static PyObject *__pyx_n_s__test_sentence;
+static PyObject *__pyx_n_s__throw;
+static PyObject *__pyx_n_s__tight_phrases;
+static PyObject *__pyx_n_s__toMap;
+static PyObject *__pyx_n_s__train_min_gap_size;
+static PyObject *__pyx_n_s__unlink;
+static PyObject *__pyx_n_s__use_baeza_yates;
+static PyObject *__pyx_n_s__use_collocations;
+static PyObject *__pyx_n_s__use_index;
+static PyObject *__pyx_n_s__use_sent_id;
+static PyObject *__pyx_n_s__value;
+static PyObject *__pyx_n_s__vec;
+static PyObject *__pyx_n_s__w;
+static PyObject *__pyx_n_s__warn;
+static PyObject *__pyx_n_s__wc;
+static PyObject *__pyx_n_s__word;
+static PyObject *__pyx_n_s__word_alignments;
+static PyObject *__pyx_n_s__word_ids;
+static PyObject *__pyx_n_s__words;
+static PyObject *__pyx_n_s__write;
+static PyObject *__pyx_n_s__write_text;
+static PyObject *__pyx_n_s__x;
+static PyObject *__pyx_n_s__y;
+static PyObject *__pyx_n_s__zip;
+static PyObject *__pyx_int_0;
+static PyObject *__pyx_int_1;
+static PyObject *__pyx_int_2;
+static PyObject *__pyx_int_3;
+static PyObject *__pyx_int_5;
+static PyObject *__pyx_int_7;
+static PyObject *__pyx_int_neg_1;
+static PyObject *__pyx_int_10;
+static PyObject *__pyx_int_20;
+static PyObject *__pyx_int_1000;
+static PyObject *__pyx_k_43;
+static PyObject *__pyx_k_101;
+static PyObject *__pyx_k_slice_22;
+static PyObject *__pyx_k_tuple_11;
+static PyObject *__pyx_k_tuple_12;
+static PyObject *__pyx_k_tuple_13;
+static PyObject *__pyx_k_tuple_16;
+static PyObject *__pyx_k_tuple_17;
+static PyObject *__pyx_k_tuple_18;
+static PyObject *__pyx_k_tuple_20;
+static PyObject *__pyx_k_tuple_21;
+static PyObject *__pyx_k_tuple_24;
+static PyObject *__pyx_k_tuple_25;
+static PyObject *__pyx_k_tuple_26;
+static PyObject *__pyx_k_tuple_28;
+static PyObject *__pyx_k_tuple_30;
+static PyObject *__pyx_k_tuple_31;
+static PyObject *__pyx_k_tuple_32;
+static PyObject *__pyx_k_tuple_34;
+static PyObject *__pyx_k_tuple_35;
+static PyObject *__pyx_k_tuple_36;
+static PyObject *__pyx_k_tuple_38;
+static PyObject *__pyx_k_tuple_39;
+static PyObject *__pyx_k_tuple_40;
+static PyObject *__pyx_k_tuple_41;
+static PyObject *__pyx_k_tuple_42;
+static PyObject *__pyx_k_tuple_45;
+static PyObject *__pyx_k_tuple_46;
+static PyObject *__pyx_k_tuple_49;
+static PyObject *__pyx_k_tuple_51;
+static PyObject *__pyx_k_tuple_53;
+static PyObject *__pyx_k_tuple_55;
+static PyObject *__pyx_k_tuple_56;
+static PyObject *__pyx_k_tuple_57;
+static PyObject *__pyx_k_tuple_59;
+static PyObject *__pyx_k_tuple_63;
+static PyObject *__pyx_k_tuple_65;
+static PyObject *__pyx_k_tuple_75;
+static PyObject *__pyx_k_tuple_77;
+static PyObject *__pyx_k_tuple_79;
+static PyObject *__pyx_k_tuple_81;
+static PyObject *__pyx_k_tuple_82;
+static PyObject *__pyx_k_tuple_83;
+static PyObject *__pyx_k_tuple_84;
+static PyObject *__pyx_k_tuple_95;
+static PyObject *__pyx_k_tuple_98;
+static PyObject *__pyx_k_tuple_99;
+static PyObject *__pyx_k_slice_140;
+static PyObject *__pyx_k_slice_145;
+static PyObject *__pyx_k_slice_147;
+static PyObject *__pyx_k_slice_148;
+static PyObject *__pyx_k_tuple_100;
+static PyObject *__pyx_k_tuple_104;
+static PyObject *__pyx_k_tuple_109;
+static PyObject *__pyx_k_tuple_126;
+static PyObject *__pyx_k_tuple_141;
+static PyObject *__pyx_k_tuple_152;
+static PyObject *__pyx_k_tuple_154;
+static PyObject *__pyx_k_tuple_155;
+static PyObject *__pyx_k_tuple_156;
+static PyObject *__pyx_k_tuple_158;
+static PyObject *__pyx_k_tuple_159;
+static PyObject *__pyx_k_tuple_160;
+static PyObject *__pyx_k_tuple_161;
+static PyObject *__pyx_k_tuple_162;
+static PyObject *__pyx_k_tuple_164;
+static PyObject *__pyx_k_tuple_170;
+static PyObject *__pyx_k_tuple_173;
+static PyObject *__pyx_k_tuple_174;
+static PyObject *__pyx_k_tuple_177;
+static PyObject *__pyx_k_tuple_179;
+static PyObject *__pyx_k_tuple_181;
+static PyObject *__pyx_k_tuple_183;
+static PyObject *__pyx_k_tuple_185;
+static PyObject *__pyx_k_tuple_188;
+static PyObject *__pyx_k_tuple_190;
+static PyObject *__pyx_k_tuple_192;
+static PyObject *__pyx_k_codeobj_142;
+static PyObject *__pyx_k_codeobj_165;
+static PyObject *__pyx_k_codeobj_168;
+static PyObject *__pyx_k_codeobj_171;
+static PyObject *__pyx_k_codeobj_175;
+static PyObject *__pyx_k_codeobj_178;
+static PyObject *__pyx_k_codeobj_180;
+static PyObject *__pyx_k_codeobj_182;
+static PyObject *__pyx_k_codeobj_184;
+static PyObject *__pyx_k_codeobj_186;
+static PyObject *__pyx_k_codeobj_189;
+static PyObject *__pyx_k_codeobj_191;
+static PyObject *__pyx_k_codeobj_193;
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_1monitor_cpu(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_1monitor_cpu = {__Pyx_NAMESTR("monitor_cpu"), (PyCFunction)__pyx_pw_3_sa_1monitor_cpu, METH_NOARGS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_1monitor_cpu(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("monitor_cpu (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_monitor_cpu(__pyx_self);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "_sa.pyx":5
+ * import gzip
+ *
+ * def monitor_cpu(): # <<<<<<<<<<<<<<
+ * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+
+ * resource.getrusage(resource.RUSAGE_SELF).ru_stime)
+ */
+
+static PyObject *__pyx_pf_3_sa_monitor_cpu(CYTHON_UNUSED PyObject *__pyx_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("monitor_cpu", 0);
+
+ /* "_sa.pyx":6
+ *
+ * def monitor_cpu():
+ * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ # <<<<<<<<<<<<<<
+ * resource.getrusage(resource.RUSAGE_SELF).ru_stime)
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__resource); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__getrusage); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__resource); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__RUSAGE_SELF); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s__ru_utime); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "_sa.pyx":7
+ * def monitor_cpu():
+ * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+
+ * resource.getrusage(resource.RUSAGE_SELF).ru_stime) # <<<<<<<<<<<<<<
+ *
+ * def gzip_or_text(char* filename):
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__resource); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s__getrusage); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__resource); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s__RUSAGE_SELF); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s__ru_stime); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.monitor_cpu", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_3gzip_or_text(PyObject *__pyx_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_3gzip_or_text = {__Pyx_NAMESTR("gzip_or_text"), (PyCFunction)__pyx_pw_3_sa_3gzip_or_text, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_3gzip_or_text(PyObject *__pyx_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("gzip_or_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.gzip_or_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_2gzip_or_text(__pyx_self, ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "_sa.pyx":9
+ * resource.getrusage(resource.RUSAGE_SELF).ru_stime)
+ *
+ * def gzip_or_text(char* filename): # <<<<<<<<<<<<<<
+ * if filename.endswith('.gz'):
+ * return gzip.GzipFile(filename)
+ */
+
+static PyObject *__pyx_pf_3_sa_2gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("gzip_or_text", 0);
+
+ /* "_sa.pyx":10
+ *
+ * def gzip_or_text(char* filename):
+ * if filename.endswith('.gz'): # <<<<<<<<<<<<<<
+ * return gzip.GzipFile(filename)
+ * else:
+ */
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = __Pyx_PyBytes_Tailmatch(((PyObject *)__pyx_t_1), ((PyObject *)__pyx_kp_s_1), 0, PY_SSIZE_T_MAX, 1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ if ((__pyx_t_2 != 0)) {
+
+ /* "_sa.pyx":11
+ * def gzip_or_text(char* filename):
+ * if filename.endswith('.gz'):
+ * return gzip.GzipFile(filename) # <<<<<<<<<<<<<<
+ * else:
+ * return open(filename)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__gzip); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__GzipFile); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "_sa.pyx":13
+ * return gzip.GzipFile(filename)
+ * else:
+ * return open(filename) # <<<<<<<<<<<<<<
+ *
+ * logger = logging.getLogger('cdec.sa')
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.gzip_or_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9FloatList_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_9FloatList_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_size;
+ int __pyx_v_increment;
+ int __pyx_v_initial_len;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,&__pyx_n_s__increment,&__pyx_n_s__initial_len,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__increment);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__initial_len);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ if (values[0]) {
+ __pyx_v_size = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_size == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_size = ((int)0);
+ }
+ if (values[1]) {
+ __pyx_v_increment = __Pyx_PyInt_AsInt(values[1]); if (unlikely((__pyx_v_increment == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_increment = ((int)1);
+ }
+ if (values[2]) {
+ __pyx_v_initial_len = __Pyx_PyInt_AsInt(values[2]); if (unlikely((__pyx_v_initial_len == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_initial_len = ((int)0);
+ }
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.FloatList.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9FloatList___cinit__(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self), __pyx_v_size, __pyx_v_increment, __pyx_v_initial_len);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":11
+ * cdef class FloatList:
+ *
+ * def __cinit__(self, int size=0, int increment=1, int initial_len=0): # <<<<<<<<<<<<<<
+ * if initial_len > size:
+ * size = initial_len
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":12
+ *
+ * def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ * if initial_len > size: # <<<<<<<<<<<<<<
+ * size = initial_len
+ * self.size = size
+ */
+ __pyx_t_1 = ((__pyx_v_initial_len > __pyx_v_size) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":13
+ * 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
+ */
+ __pyx_v_size = __pyx_v_initial_len;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":14
+ * if initial_len > size:
+ * size = initial_len
+ * self.size = size # <<<<<<<<<<<<<<
+ * self.increment = increment
+ * self.len = initial_len
+ */
+ __pyx_v_self->size = __pyx_v_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":15
+ * size = initial_len
+ * self.size = size
+ * self.increment = increment # <<<<<<<<<<<<<<
+ * self.len = initial_len
+ * self.arr = <float*> malloc(size*sizeof(float))
+ */
+ __pyx_v_self->increment = __pyx_v_increment;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":16
+ * self.size = size
+ * self.increment = increment
+ * self.len = initial_len # <<<<<<<<<<<<<<
+ * self.arr = <float*> malloc(size*sizeof(float))
+ * memset(self.arr, 0, initial_len*sizeof(float))
+ */
+ __pyx_v_self->len = __pyx_v_initial_len;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":17
+ * self.increment = increment
+ * self.len = initial_len
+ * self.arr = <float*> malloc(size*sizeof(float)) # <<<<<<<<<<<<<<
+ * memset(self.arr, 0, initial_len*sizeof(float))
+ *
+ */
+ __pyx_v_self->arr = ((float *)malloc((__pyx_v_size * (sizeof(float)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":18
+ * self.len = initial_len
+ * self.arr = <float*> malloc(size*sizeof(float))
+ * memset(self.arr, 0, initial_len*sizeof(float)) # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ memset(__pyx_v_self->arr, 0, (__pyx_v_initial_len * (sizeof(float))));
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_9FloatList_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_9FloatList_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_9FloatList_2__dealloc__(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":20
+ * memset(self.arr, 0, initial_len*sizeof(float))
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * free(self.arr)
+ *
+ */
+
+static void __pyx_pf_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":21
+ *
+ * def __dealloc__(self):
+ * free(self.arr) # <<<<<<<<<<<<<<
+ *
+ * def __getitem__(self, i):
+ */
+ free(__pyx_v_self->arr);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9FloatList_5__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_9FloatList_5__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9FloatList_4__getitem__(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":23
+ * free(self.arr)
+ *
+ * def __getitem__(self, i): # <<<<<<<<<<<<<<
+ * j = i
+ * if i<0:
+ */
+
+static PyObject *__pyx_pf_3_sa_9FloatList_4__getitem__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_v_j = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ Py_ssize_t __pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__getitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":24
+ *
+ * def __getitem__(self, i):
+ * j = i # <<<<<<<<<<<<<<
+ * if i<0:
+ * j = self.len + i
+ */
+ __Pyx_INCREF(__pyx_v_i);
+ __pyx_v_j = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":25
+ * def __getitem__(self, i):
+ * j = i
+ * if i<0: # <<<<<<<<<<<<<<
+ * j = self.len + i
+ * if j<0 or j>=self.len:
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_i, __pyx_int_0, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":26
+ * 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))
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_v_i); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_v_j);
+ __pyx_v_j = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":27
+ * 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]
+ */
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_j, __pyx_int_0, Py_LT); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (!__pyx_t_2) {
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_j, __pyx_t_3, Py_GE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_5 = __pyx_t_4;
+ } else {
+ __pyx_t_5 = __pyx_t_2;
+ }
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":28
+ * 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]
+ *
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_2), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_Raise(__pyx_t_1, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":29
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_j); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyFloat_FromDouble((__pyx_v_self->arr[__pyx_t_6])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.FloatList.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_j);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":31
+ * return self.arr[j]
+ *
+ * cdef void set(self, int i, float v): # <<<<<<<<<<<<<<
+ * j = i
+ * if i<0:
+ */
+
+static void __pyx_f_3_sa_9FloatList_set(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, int __pyx_v_i, float __pyx_v_v) {
+ int __pyx_v_j;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("set", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":32
+ *
+ * cdef void set(self, int i, float v):
+ * j = i # <<<<<<<<<<<<<<
+ * if i<0:
+ * j = self.len + i
+ */
+ __pyx_v_j = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":33
+ * cdef void set(self, int i, float v):
+ * j = i
+ * if i<0: # <<<<<<<<<<<<<<
+ * j = self.len + i
+ * if j<0 or j>=self.len:
+ */
+ __pyx_t_1 = ((__pyx_v_i < 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":34
+ * 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))
+ */
+ __pyx_v_j = (__pyx_v_self->len + __pyx_v_i);
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":35
+ * 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
+ */
+ __pyx_t_1 = ((__pyx_v_j < 0) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_j >= __pyx_v_self->len) != 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/float_list.pxi":36
+ * 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
+ *
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_4 = 0;
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_2), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_5));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_5));
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ {__pyx_filename = __pyx_f[1]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":37
+ * 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):
+ */
+ (__pyx_v_self->arr[__pyx_v_j]) = __pyx_v_v;
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_WriteUnraisable("_sa.FloatList.set", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9FloatList_7__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /*proto*/
+static int __pyx_pw_3_sa_9FloatList_7__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9FloatList_6__setitem__(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self), ((PyObject *)__pyx_v_i), ((PyObject *)__pyx_v_val));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":39
+ * self.arr[j] = v
+ *
+ * def __setitem__(self, i, val): # <<<<<<<<<<<<<<
+ * self.set(i, val)
+ *
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ float __pyx_t_2;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__setitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":40
+ *
+ * def __setitem__(self, i, val):
+ * self.set(i, val) # <<<<<<<<<<<<<<
+ *
+ * def __len__(self):
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __pyx_PyFloat_AsFloat(__pyx_v_val); if (unlikely((__pyx_t_2 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->__pyx_vtab)->set(__pyx_v_self, __pyx_t_1, __pyx_t_2);
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.FloatList.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_ssize_t __pyx_pw_3_sa_9FloatList_9__len__(PyObject *__pyx_v_self); /*proto*/
+static Py_ssize_t __pyx_pw_3_sa_9FloatList_9__len__(PyObject *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9FloatList_8__len__(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":42
+ * self.set(i, val)
+ *
+ * def __len__(self): # <<<<<<<<<<<<<<
+ * return self.len
+ *
+ */
+
+static Py_ssize_t __pyx_pf_3_sa_9FloatList_8__len__(struct __pyx_obj_3_sa_FloatList *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":43
+ *
+ * def __len__(self):
+ * return self.len # <<<<<<<<<<<<<<
+ *
+ * def append(self, float val):
+ */
+ __pyx_r = __pyx_v_self->len;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9FloatList_11append(PyObject *__pyx_v_self, PyObject *__pyx_arg_val); /*proto*/
+static PyObject *__pyx_pw_3_sa_9FloatList_11append(PyObject *__pyx_v_self, PyObject *__pyx_arg_val) {
+ float __pyx_v_val;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("append (wrapper)", 0);
+ assert(__pyx_arg_val); {
+ __pyx_v_val = __pyx_PyFloat_AsFloat(__pyx_arg_val); if (unlikely((__pyx_v_val == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.FloatList.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9FloatList_10append(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self), ((float)__pyx_v_val));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":45
+ * return self.len
+ *
+ * def append(self, float val): # <<<<<<<<<<<<<<
+ * if self.len == self.size:
+ * self.size = self.size + self.increment
+ */
+
+static PyObject *__pyx_pf_3_sa_9FloatList_10append(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, float __pyx_v_val) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("append", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":46
+ *
+ * def append(self, float val):
+ * if self.len == self.size: # <<<<<<<<<<<<<<
+ * self.size = self.size + self.increment
+ * self.arr = <float*> realloc(self.arr, self.size*sizeof(float))
+ */
+ __pyx_t_1 = ((__pyx_v_self->len == __pyx_v_self->size) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":47
+ * def append(self, float val):
+ * if self.len == self.size:
+ * self.size = self.size + self.increment # <<<<<<<<<<<<<<
+ * self.arr = <float*> realloc(self.arr, self.size*sizeof(float))
+ * self.arr[self.len] = val
+ */
+ __pyx_v_self->size = (__pyx_v_self->size + __pyx_v_self->increment);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":48
+ * if self.len == self.size:
+ * self.size = self.size + self.increment
+ * self.arr = <float*> realloc(self.arr, self.size*sizeof(float)) # <<<<<<<<<<<<<<
+ * self.arr[self.len] = val
+ * self.len = self.len + 1
+ */
+ __pyx_v_self->arr = ((float *)realloc(__pyx_v_self->arr, (__pyx_v_self->size * (sizeof(float)))));
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":49
+ * self.size = self.size + self.increment
+ * self.arr = <float*> realloc(self.arr, self.size*sizeof(float))
+ * self.arr[self.len] = val # <<<<<<<<<<<<<<
+ * self.len = self.len + 1
+ *
+ */
+ (__pyx_v_self->arr[__pyx_v_self->len]) = __pyx_v_val;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":50
+ * self.arr = <float*> realloc(self.arr, self.size*sizeof(float))
+ * self.arr[self.len] = val
+ * self.len = self.len + 1 # <<<<<<<<<<<<<<
+ *
+ * cdef void write_handle(self, FILE* f):
+ */
+ __pyx_v_self->len = (__pyx_v_self->len + 1);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":52
+ * 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)
+ */
+
+static void __pyx_f_3_sa_9FloatList_write_handle(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, FILE *__pyx_v_f) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":53
+ *
+ * cdef void write_handle(self, FILE* f):
+ * fwrite(&(self.len), sizeof(float), 1, f) # <<<<<<<<<<<<<<
+ * fwrite(self.arr, sizeof(float), self.len, f)
+ *
+ */
+ fwrite((&__pyx_v_self->len), (sizeof(float)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":54
+ * 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):
+ */
+ fwrite(__pyx_v_self->arr, (sizeof(float)), __pyx_v_self->len, __pyx_v_f);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9FloatList_13write(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9FloatList_13write(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.FloatList.write", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9FloatList_12write(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":56
+ * fwrite(self.arr, sizeof(float), self.len, f)
+ *
+ * def write(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_9FloatList_12write(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":58
+ * def write(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "w") # <<<<<<<<<<<<<<
+ * self.write_handle(f)
+ * fclose(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":59
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ * self.write_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->__pyx_vtab)->write_handle(__pyx_v_self, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":60
+ * f = fopen(filename, "w")
+ * self.write_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * cdef void read_handle(self, FILE* f):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":62
+ * fclose(f)
+ *
+ * cdef void read_handle(self, FILE* f): # <<<<<<<<<<<<<<
+ * free(self.arr)
+ * fread(&(self.len), sizeof(float), 1, f)
+ */
+
+static void __pyx_f_3_sa_9FloatList_read_handle(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, FILE *__pyx_v_f) {
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("read_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":63
+ *
+ * cdef void read_handle(self, FILE* f):
+ * free(self.arr) # <<<<<<<<<<<<<<
+ * fread(&(self.len), sizeof(float), 1, f)
+ * self.arr = <float*> malloc(self.len * sizeof(float))
+ */
+ free(__pyx_v_self->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":64
+ * cdef void read_handle(self, FILE* f):
+ * free(self.arr)
+ * fread(&(self.len), sizeof(float), 1, f) # <<<<<<<<<<<<<<
+ * self.arr = <float*> malloc(self.len * sizeof(float))
+ * self.size = self.len
+ */
+ fread((&__pyx_v_self->len), (sizeof(float)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":65
+ * free(self.arr)
+ * fread(&(self.len), sizeof(float), 1, f)
+ * self.arr = <float*> malloc(self.len * sizeof(float)) # <<<<<<<<<<<<<<
+ * self.size = self.len
+ * fread(self.arr, sizeof(float), self.len, f)
+ */
+ __pyx_v_self->arr = ((float *)malloc((__pyx_v_self->len * (sizeof(float)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":66
+ * fread(&(self.len), sizeof(float), 1, f)
+ * self.arr = <float*> malloc(self.len * sizeof(float))
+ * self.size = self.len # <<<<<<<<<<<<<<
+ * fread(self.arr, sizeof(float), self.len, f)
+ *
+ */
+ __pyx_t_1 = __pyx_v_self->len;
+ __pyx_v_self->size = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":67
+ * self.arr = <float*> malloc(self.len * sizeof(float))
+ * self.size = self.len
+ * fread(self.arr, sizeof(float), self.len, f) # <<<<<<<<<<<<<<
+ *
+ * def read(self, char* filename):
+ */
+ fread(__pyx_v_self->arr, (sizeof(float)), __pyx_v_self->len, __pyx_v_f);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9FloatList_15read(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9FloatList_15read(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.FloatList.read", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9FloatList_14read(((struct __pyx_obj_3_sa_FloatList *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":69
+ * fread(self.arr, sizeof(float), self.len, f)
+ *
+ * def read(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_9FloatList_14read(struct __pyx_obj_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":71
+ * def read(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "r") # <<<<<<<<<<<<<<
+ * self.read_handle(f)
+ * fclose(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":72
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ * self.read_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->__pyx_vtab)->read_handle(__pyx_v_self, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/float_list.pxi":73
+ * f = fopen(filename, "r")
+ * self.read_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_7IntList_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_7IntList_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_size;
+ int __pyx_v_increment;
+ int __pyx_v_initial_len;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,&__pyx_n_s__increment,&__pyx_n_s__initial_len,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__increment);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__initial_len);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ if (values[0]) {
+ __pyx_v_size = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_size == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_size = ((int)0);
+ }
+ if (values[1]) {
+ __pyx_v_increment = __Pyx_PyInt_AsInt(values[1]); if (unlikely((__pyx_v_increment == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_increment = ((int)1);
+ }
+ if (values[2]) {
+ __pyx_v_initial_len = __Pyx_PyInt_AsInt(values[2]); if (unlikely((__pyx_v_initial_len == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_initial_len = ((int)0);
+ }
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList___cinit__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), __pyx_v_size, __pyx_v_increment, __pyx_v_initial_len);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":11
+ * cdef class IntList:
+ *
+ * def __cinit__(self, int size=0, int increment=1, int initial_len=0): # <<<<<<<<<<<<<<
+ * if initial_len > size:
+ * size = initial_len
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":12
+ *
+ * def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ * if initial_len > size: # <<<<<<<<<<<<<<
+ * size = initial_len
+ * self.size = size
+ */
+ __pyx_t_1 = ((__pyx_v_initial_len > __pyx_v_size) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":13
+ * 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
+ */
+ __pyx_v_size = __pyx_v_initial_len;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":14
+ * if initial_len > size:
+ * size = initial_len
+ * self.size = size # <<<<<<<<<<<<<<
+ * self.increment = increment
+ * self.len = initial_len
+ */
+ __pyx_v_self->size = __pyx_v_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":15
+ * size = initial_len
+ * self.size = size
+ * self.increment = increment # <<<<<<<<<<<<<<
+ * self.len = initial_len
+ * self.arr = <int*> malloc(size*sizeof(int))
+ */
+ __pyx_v_self->increment = __pyx_v_increment;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":16
+ * self.size = size
+ * self.increment = increment
+ * self.len = initial_len # <<<<<<<<<<<<<<
+ * self.arr = <int*> malloc(size*sizeof(int))
+ * memset(self.arr, 0, initial_len*sizeof(int))
+ */
+ __pyx_v_self->len = __pyx_v_initial_len;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":17
+ * self.increment = increment
+ * self.len = initial_len
+ * self.arr = <int*> malloc(size*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(self.arr, 0, initial_len*sizeof(int))
+ *
+ */
+ __pyx_v_self->arr = ((int *)malloc((__pyx_v_size * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":18
+ * self.len = initial_len
+ * self.arr = <int*> malloc(size*sizeof(int))
+ * memset(self.arr, 0, initial_len*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * def __str__(self):
+ */
+ memset(__pyx_v_self->arr, 0, (__pyx_v_initial_len * (sizeof(int))));
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_3__str__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_3__str__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_2__str__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":20
+ * memset(self.arr, 0, initial_len*sizeof(int))
+ *
+ * def __str__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * ret = "IntList["
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_2__str__(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ PyObject *__pyx_v_ret = NULL;
+ int __pyx_v_idx;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__str__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":22
+ * def __str__(self):
+ * cdef unsigned i
+ * ret = "IntList[" # <<<<<<<<<<<<<<
+ * for idx in range(self.size):
+ * if idx>0:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_3));
+ __pyx_v_ret = ((PyObject *)__pyx_kp_s_3);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":23
+ * cdef unsigned i
+ * ret = "IntList["
+ * for idx in range(self.size): # <<<<<<<<<<<<<<
+ * if idx>0:
+ * ret += ","
+ */
+ __pyx_t_1 = __pyx_v_self->size;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_v_idx = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":24
+ * ret = "IntList["
+ * for idx in range(self.size):
+ * if idx>0: # <<<<<<<<<<<<<<
+ * ret += ","
+ * ret += str(self.arr[idx])
+ */
+ __pyx_t_3 = ((__pyx_v_idx > 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":25
+ * for idx in range(self.size):
+ * if idx>0:
+ * ret += "," # <<<<<<<<<<<<<<
+ * ret += str(self.arr[idx])
+ * ret += "]"
+ */
+ __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_v_ret, ((PyObject *)__pyx_kp_s_4)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_v_ret);
+ __pyx_v_ret = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":26
+ * if idx>0:
+ * ret += ","
+ * ret += str(self.arr[idx]) # <<<<<<<<<<<<<<
+ * ret += "]"
+ * ret += "len="
+ */
+ __pyx_t_4 = PyInt_FromLong((__pyx_v_self->arr[__pyx_v_idx])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_InPlaceAdd(__pyx_v_ret, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_v_ret);
+ __pyx_v_ret = __pyx_t_5;
+ __pyx_t_5 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":27
+ * ret += ","
+ * ret += str(self.arr[idx])
+ * ret += "]" # <<<<<<<<<<<<<<
+ * ret += "len="
+ * ret += str(self.len)
+ */
+ __pyx_t_5 = PyNumber_InPlaceAdd(__pyx_v_ret, ((PyObject *)__pyx_kp_s_5)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_v_ret);
+ __pyx_v_ret = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":28
+ * ret += str(self.arr[idx])
+ * ret += "]"
+ * ret += "len=" # <<<<<<<<<<<<<<
+ * ret += str(self.len)
+ * return ret
+ */
+ __pyx_t_5 = PyNumber_InPlaceAdd(__pyx_v_ret, ((PyObject *)__pyx_kp_s_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_v_ret);
+ __pyx_v_ret = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":29
+ * ret += "]"
+ * ret += "len="
+ * ret += str(self.len) # <<<<<<<<<<<<<<
+ * return ret
+ *
+ */
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_v_ret, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_v_ret);
+ __pyx_v_ret = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":30
+ * ret += "len="
+ * ret += str(self.len)
+ * return ret # <<<<<<<<<<<<<<
+ *
+ * def index(self, int val):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_ret);
+ __pyx_r = __pyx_v_ret;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.IntList.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_ret);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_5index(PyObject *__pyx_v_self, PyObject *__pyx_arg_val); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_5index(PyObject *__pyx_v_self, PyObject *__pyx_arg_val) {
+ int __pyx_v_val;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("index (wrapper)", 0);
+ assert(__pyx_arg_val); {
+ __pyx_v_val = __Pyx_PyInt_AsInt(__pyx_arg_val); if (unlikely((__pyx_v_val == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList.index", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList_4index(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((int)__pyx_v_val));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":32
+ * return ret
+ *
+ * def index(self, int val): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * for i in range(self.len):
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_4index(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val) {
+ unsigned int __pyx_v_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ unsigned int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("index", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":34
+ * def index(self, int val):
+ * cdef unsigned i
+ * for i in range(self.len): # <<<<<<<<<<<<<<
+ * if self.arr[i] == val:
+ * return i
+ */
+ __pyx_t_1 = __pyx_v_self->len;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_v_i = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":35
+ * cdef unsigned i
+ * for i in range(self.len):
+ * if self.arr[i] == val: # <<<<<<<<<<<<<<
+ * return i
+ * raise ValueError('%s not in IntList' % val)
+ */
+ __pyx_t_3 = (((__pyx_v_self->arr[__pyx_v_i]) == __pyx_v_val) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":36
+ * for i in range(self.len):
+ * if self.arr[i] == val:
+ * return i # <<<<<<<<<<<<<<
+ * raise ValueError('%s not in IntList' % val)
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = PyLong_FromUnsignedLong(__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":37
+ * if self.arr[i] == val:
+ * return i
+ * raise ValueError('%s not in IntList' % val) # <<<<<<<<<<<<<<
+ *
+ * def partition(self,start,end):
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_val); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_7), __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_5));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_5));
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ {__pyx_filename = __pyx_f[2]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.IntList.index", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_7partition(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_7partition(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_start = 0;
+ PyObject *__pyx_v_end = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("partition (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__start,&__pyx_n_s__end,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__start)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__end)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("partition", 1, 2, 2, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "partition") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_start = values[0];
+ __pyx_v_end = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("partition", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList.partition", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList_6partition(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), __pyx_v_start, __pyx_v_end);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":39
+ * raise ValueError('%s not in IntList' % val)
+ *
+ * def partition(self,start,end): # <<<<<<<<<<<<<<
+ * pivot = self.arr[end]
+ * bottom = start-1
+ */
+
+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) {
+ PyObject *__pyx_v_pivot = NULL;
+ PyObject *__pyx_v_bottom = NULL;
+ PyObject *__pyx_v_top = NULL;
+ long __pyx_v_done;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ Py_ssize_t __pyx_t_5;
+ int __pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("partition", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":40
+ *
+ * def partition(self,start,end):
+ * pivot = self.arr[end] # <<<<<<<<<<<<<<
+ * bottom = start-1
+ * top = end
+ */
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_end); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->arr[__pyx_t_1])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_v_pivot = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":41
+ * def partition(self,start,end):
+ * pivot = self.arr[end]
+ * bottom = start-1 # <<<<<<<<<<<<<<
+ * top = end
+ * done = 0
+ */
+ __pyx_t_2 = PyNumber_Subtract(__pyx_v_start, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_v_bottom = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":42
+ * pivot = self.arr[end]
+ * bottom = start-1
+ * top = end # <<<<<<<<<<<<<<
+ * done = 0
+ * while not done:
+ */
+ __Pyx_INCREF(__pyx_v_end);
+ __pyx_v_top = __pyx_v_end;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":43
+ * bottom = start-1
+ * top = end
+ * done = 0 # <<<<<<<<<<<<<<
+ * while not done:
+ * while not done:
+ */
+ __pyx_v_done = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":44
+ * top = end
+ * done = 0
+ * while not done: # <<<<<<<<<<<<<<
+ * while not done:
+ * bottom += 1
+ */
+ while (1) {
+ __pyx_t_3 = ((!(__pyx_v_done != 0)) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":45
+ * done = 0
+ * while not done:
+ * while not done: # <<<<<<<<<<<<<<
+ * bottom += 1
+ * if bottom == top:
+ */
+ while (1) {
+ __pyx_t_3 = ((!(__pyx_v_done != 0)) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":46
+ * while not done:
+ * while not done:
+ * bottom += 1 # <<<<<<<<<<<<<<
+ * if bottom == top:
+ * done = 1
+ */
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_bottom, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_bottom);
+ __pyx_v_bottom = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":47
+ * while not done:
+ * bottom += 1
+ * if bottom == top: # <<<<<<<<<<<<<<
+ * done = 1
+ * break
+ */
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_bottom, __pyx_v_top, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":48
+ * bottom += 1
+ * if bottom == top:
+ * done = 1 # <<<<<<<<<<<<<<
+ * break
+ * if self.arr[bottom] > pivot:
+ */
+ __pyx_v_done = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":49
+ * if bottom == top:
+ * done = 1
+ * break # <<<<<<<<<<<<<<
+ * if self.arr[bottom] > pivot:
+ * self.arr[top] = self.arr[bottom]
+ */
+ goto __pyx_L6_break;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":50
+ * done = 1
+ * break
+ * if self.arr[bottom] > pivot: # <<<<<<<<<<<<<<
+ * self.arr[top] = self.arr[bottom]
+ * break
+ */
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_bottom); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->arr[__pyx_t_1])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_2, __pyx_v_pivot, Py_GT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":51
+ * break
+ * if self.arr[bottom] > pivot:
+ * self.arr[top] = self.arr[bottom] # <<<<<<<<<<<<<<
+ * break
+ * while not done:
+ */
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_bottom); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = __Pyx_PyIndex_AsSsize_t(__pyx_v_top); if (unlikely((__pyx_t_5 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ (__pyx_v_self->arr[__pyx_t_5]) = (__pyx_v_self->arr[__pyx_t_1]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":52
+ * if self.arr[bottom] > pivot:
+ * self.arr[top] = self.arr[bottom]
+ * break # <<<<<<<<<<<<<<
+ * while not done:
+ * top -= 1
+ */
+ goto __pyx_L6_break;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ }
+ __pyx_L6_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":53
+ * self.arr[top] = self.arr[bottom]
+ * break
+ * while not done: # <<<<<<<<<<<<<<
+ * top -= 1
+ * if top == bottom:
+ */
+ while (1) {
+ __pyx_t_3 = ((!(__pyx_v_done != 0)) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":54
+ * break
+ * while not done:
+ * top -= 1 # <<<<<<<<<<<<<<
+ * if top == bottom:
+ * done = 1
+ */
+ __pyx_t_4 = PyNumber_InPlaceSubtract(__pyx_v_top, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_v_top);
+ __pyx_v_top = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":55
+ * while not done:
+ * top -= 1
+ * if top == bottom: # <<<<<<<<<<<<<<
+ * done = 1
+ * break
+ */
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_top, __pyx_v_bottom, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":56
+ * top -= 1
+ * if top == bottom:
+ * done = 1 # <<<<<<<<<<<<<<
+ * break
+ * if self.arr[top] < pivot:
+ */
+ __pyx_v_done = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":57
+ * if top == bottom:
+ * done = 1
+ * break # <<<<<<<<<<<<<<
+ * if self.arr[top] < pivot:
+ * self.arr[bottom] = self.arr[top]
+ */
+ goto __pyx_L10_break;
+ goto __pyx_L11;
+ }
+ __pyx_L11:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":58
+ * done = 1
+ * break
+ * if self.arr[top] < pivot: # <<<<<<<<<<<<<<
+ * self.arr[bottom] = self.arr[top]
+ * break
+ */
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_top); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyInt_FromLong((__pyx_v_self->arr[__pyx_t_1])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyObject_RichCompare(__pyx_t_4, __pyx_v_pivot, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":59
+ * break
+ * if self.arr[top] < pivot:
+ * self.arr[bottom] = self.arr[top] # <<<<<<<<<<<<<<
+ * break
+ * self.arr[top] = pivot
+ */
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_top); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = __Pyx_PyIndex_AsSsize_t(__pyx_v_bottom); if (unlikely((__pyx_t_5 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ (__pyx_v_self->arr[__pyx_t_5]) = (__pyx_v_self->arr[__pyx_t_1]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":60
+ * if self.arr[top] < pivot:
+ * self.arr[bottom] = self.arr[top]
+ * break # <<<<<<<<<<<<<<
+ * self.arr[top] = pivot
+ * return top
+ */
+ goto __pyx_L10_break;
+ goto __pyx_L12;
+ }
+ __pyx_L12:;
+ }
+ __pyx_L10_break:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":61
+ * self.arr[bottom] = self.arr[top]
+ * break
+ * self.arr[top] = pivot # <<<<<<<<<<<<<<
+ * return top
+ *
+ */
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_pivot); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_top); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ (__pyx_v_self->arr[__pyx_t_1]) = __pyx_t_6;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":62
+ * break
+ * self.arr[top] = pivot
+ * return top # <<<<<<<<<<<<<<
+ *
+ * def _doquicksort(self,start,end):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_top);
+ __pyx_r = __pyx_v_top;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.IntList.partition", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_pivot);
+ __Pyx_XDECREF(__pyx_v_bottom);
+ __Pyx_XDECREF(__pyx_v_top);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_9_doquicksort(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_9_doquicksort(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_start = 0;
+ PyObject *__pyx_v_end = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_doquicksort (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__start,&__pyx_n_s__end,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__start)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__end)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_doquicksort", 1, 2, 2, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_doquicksort") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_start = values[0];
+ __pyx_v_end = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("_doquicksort", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList._doquicksort", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList_8_doquicksort(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), __pyx_v_start, __pyx_v_end);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":64
+ * return top
+ *
+ * def _doquicksort(self,start,end): # <<<<<<<<<<<<<<
+ * if start < end:
+ * split = self.partition(start,end)
+ */
+
+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) {
+ PyObject *__pyx_v_split = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("_doquicksort", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":65
+ *
+ * def _doquicksort(self,start,end):
+ * if start < end: # <<<<<<<<<<<<<<
+ * split = self.partition(start,end)
+ * self._doquicksort(start,split-1)
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_start, __pyx_v_end, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":66
+ * def _doquicksort(self,start,end):
+ * if start < end:
+ * split = self.partition(start,end) # <<<<<<<<<<<<<<
+ * self._doquicksort(start,split-1)
+ * self._doquicksort(split+1,end)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__partition); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_start);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_start);
+ __Pyx_GIVEREF(__pyx_v_start);
+ __Pyx_INCREF(__pyx_v_end);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_end);
+ __Pyx_GIVEREF(__pyx_v_end);
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_split = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":67
+ * if start < end:
+ * split = self.partition(start,end)
+ * self._doquicksort(start,split-1) # <<<<<<<<<<<<<<
+ * self._doquicksort(split+1,end)
+ * else:
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s___doquicksort); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyNumber_Subtract(__pyx_v_split, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_start);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_start);
+ __Pyx_GIVEREF(__pyx_v_start);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":68
+ * split = self.partition(start,end)
+ * self._doquicksort(start,split-1)
+ * self._doquicksort(split+1,end) # <<<<<<<<<<<<<<
+ * else:
+ * return
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s___doquicksort); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyNumber_Add(__pyx_v_split, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_end);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_end);
+ __Pyx_GIVEREF(__pyx_v_end);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":70
+ * self._doquicksort(split+1,end)
+ * else:
+ * return # <<<<<<<<<<<<<<
+ *
+ * def sort(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.IntList._doquicksort", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_split);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_11sort(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_11sort(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sort (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_10sort(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":72
+ * return
+ *
+ * def sort(self): # <<<<<<<<<<<<<<
+ * self._doquicksort(0,self.len-1)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_10sort(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("sort", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":73
+ *
+ * def sort(self):
+ * self._doquicksort(0,self.len-1) # <<<<<<<<<<<<<<
+ *
+ * def reset(self):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s___doquicksort); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->len - 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.IntList.sort", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_13reset(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_13reset(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("reset (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_12reset(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":75
+ * self._doquicksort(0,self.len-1)
+ *
+ * def reset(self): # <<<<<<<<<<<<<<
+ * self.len = 0
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_12reset(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("reset", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":76
+ *
+ * def reset(self):
+ * self.len = 0 # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ __pyx_v_self->len = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_7IntList_15__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_7IntList_15__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_7IntList_14__dealloc__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":78
+ * self.len = 0
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * free(self.arr)
+ *
+ */
+
+static void __pyx_pf_3_sa_7IntList_14__dealloc__(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":79
+ *
+ * def __dealloc__(self):
+ * free(self.arr) # <<<<<<<<<<<<<<
+ *
+ * def __iter__(self):
+ */
+ free(__pyx_v_self->arr);
+
+ __Pyx_RefNannyFinishContext();
+}
+static PyObject *__pyx_gb_3_sa_7IntList_18generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_17__iter__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_17__iter__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_16__iter__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":81
+ * free(self.arr)
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i in range(self.len):
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_16__iter__(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__iter__", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)__pyx_tp_new_3_sa___pyx_scope_struct____iter__(__pyx_ptype_3_sa___pyx_scope_struct____iter__, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_7IntList_18generator, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.IntList.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_7IntList_18generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ 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_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":83
+ * def __iter__(self):
+ * cdef int i
+ * for i in range(self.len): # <<<<<<<<<<<<<<
+ * yield self.arr[i]
+ *
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->len;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":84
+ * cdef int i
+ * for i in range(self.len):
+ * yield self.arr[i] # <<<<<<<<<<<<<<
+ *
+ * def __getitem__(self, index):
+ */
+ __pyx_t_3 = PyInt_FromLong((__pyx_cur_scope->__pyx_v_self->arr[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_20__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_20__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_19__getitem__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((PyObject *)__pyx_v_index));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":86
+ * yield self.arr[i]
+ *
+ * def __getitem__(self, index): # <<<<<<<<<<<<<<
+ * cdef int i, j, k
+ * if isinstance(index, int):
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_19__getitem__(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index) {
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_k;
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_t_7;
+ int __pyx_t_8;
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__getitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":88
+ * def __getitem__(self, index):
+ * cdef int i, j, k
+ * if isinstance(index, int): # <<<<<<<<<<<<<<
+ * j = index
+ * if j < 0:
+ */
+ __pyx_t_1 = PyInt_Check(__pyx_v_index);
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":89
+ * cdef int i, j, k
+ * if isinstance(index, int):
+ * j = index # <<<<<<<<<<<<<<
+ * if j < 0:
+ * j = self.len + j
+ */
+ __pyx_t_3 = __Pyx_PyInt_AsInt(__pyx_v_index); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_j = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":90
+ * if isinstance(index, int):
+ * j = index
+ * if j < 0: # <<<<<<<<<<<<<<
+ * j = self.len + j
+ * if j<0 or j>=self.len:
+ */
+ __pyx_t_2 = ((__pyx_v_j < 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":91
+ * 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))
+ */
+ __pyx_v_j = (__pyx_v_self->len + __pyx_v_j);
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":92
+ * 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]
+ */
+ __pyx_t_2 = ((__pyx_v_j < 0) != 0);
+ if (!__pyx_t_2) {
+ __pyx_t_1 = ((__pyx_v_j >= __pyx_v_self->len) != 0);
+ __pyx_t_4 = __pyx_t_1;
+ } else {
+ __pyx_t_4 = __pyx_t_2;
+ }
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":93
+ * 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):
+ */
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_index);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_index);
+ __Pyx_GIVEREF(__pyx_v_index);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_8), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_5));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_5));
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":94
+ * 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
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = PyInt_FromLong((__pyx_v_self->arr[__pyx_v_j])); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_r = __pyx_t_5;
+ __pyx_t_5 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":95
+ * 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
+ */
+ __pyx_t_4 = PySlice_Check(__pyx_v_index);
+ __pyx_t_2 = (__pyx_t_4 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":96
+ * return self.arr[j]
+ * elif isinstance(index, slice):
+ * i = index.start # <<<<<<<<<<<<<<
+ * j = index.stop
+ * if i < 0:
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s__start); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_3 = __Pyx_PyInt_AsInt(__pyx_t_5); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_i = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":97
+ * elif isinstance(index, slice):
+ * i = index.start
+ * j = index.stop # <<<<<<<<<<<<<<
+ * if i < 0:
+ * i = self.len + i
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s__stop); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_3 = __Pyx_PyInt_AsInt(__pyx_t_5); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_j = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":98
+ * i = index.start
+ * j = index.stop
+ * if i < 0: # <<<<<<<<<<<<<<
+ * i = self.len + i
+ * if j < 0:
+ */
+ __pyx_t_2 = ((__pyx_v_i < 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":99
+ * j = index.stop
+ * if i < 0:
+ * i = self.len + i # <<<<<<<<<<<<<<
+ * if j < 0:
+ * j = self.len + j
+ */
+ __pyx_v_i = (__pyx_v_self->len + __pyx_v_i);
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":100
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_j < 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":101
+ * 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))
+ */
+ __pyx_v_j = (__pyx_v_self->len + __pyx_v_j);
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":102
+ * 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 = ()
+ */
+ __pyx_t_2 = ((__pyx_v_i < 0) != 0);
+ if (!__pyx_t_2) {
+ __pyx_t_4 = ((__pyx_v_i >= __pyx_v_self->len) != 0);
+ if (!__pyx_t_4) {
+ __pyx_t_1 = ((__pyx_v_j < 0) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_7 = ((__pyx_v_j > __pyx_v_self->len) != 0);
+ __pyx_t_8 = __pyx_t_7;
+ } else {
+ __pyx_t_8 = __pyx_t_1;
+ }
+ __pyx_t_1 = __pyx_t_8;
+ } else {
+ __pyx_t_1 = __pyx_t_4;
+ }
+ __pyx_t_4 = __pyx_t_1;
+ } else {
+ __pyx_t_4 = __pyx_t_2;
+ }
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":103
+ * 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:
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s__start); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s__stop); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_9 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_t_9);
+ __Pyx_GIVEREF(__pyx_t_9);
+ __pyx_t_5 = 0;
+ __pyx_t_6 = 0;
+ __pyx_t_9 = 0;
+ __pyx_t_9 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_9), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_9));
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_9));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_9));
+ __pyx_t_9 = 0;
+ __pyx_t_9 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_Raise(__pyx_t_9, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ {__pyx_filename = __pyx_f[2]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":104
+ * 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],)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __pyx_v_result = __pyx_empty_tuple;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":105
+ * 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
+ */
+ __pyx_t_3 = __pyx_v_j;
+ for (__pyx_v_k = __pyx_v_i; __pyx_v_k < __pyx_t_3; __pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":106
+ * result = ()
+ * for k from i <= k < j:
+ * result = result + (self.arr[k],) # <<<<<<<<<<<<<<
+ * return result
+ * else:
+ */
+ __pyx_t_9 = PyInt_FromLong((__pyx_v_self->arr[__pyx_v_k])); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_9);
+ __Pyx_GIVEREF(__pyx_t_9);
+ __pyx_t_9 = 0;
+ __pyx_t_9 = PyNumber_Add(((PyObject *)__pyx_v_result), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_9));
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((PyObject*)__pyx_t_9);
+ __pyx_t_9 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":107
+ * for k from i <= k < j:
+ * result = result + (self.arr[k],)
+ * return result # <<<<<<<<<<<<<<
+ * else:
+ * raise TypeError("Illegal key type %s for IntList" % type(index))
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ __pyx_r = ((PyObject *)__pyx_v_result);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":109
+ * return result
+ * else:
+ * raise TypeError("Illegal key type %s for IntList" % type(index)) # <<<<<<<<<<<<<<
+ *
+ * cdef void set(self, int i, int val):
+ */
+ __pyx_t_9 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_10), ((PyObject *)Py_TYPE(__pyx_v_index))); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_9));
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_9));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_9));
+ __pyx_t_9 = 0;
+ __pyx_t_9 = PyObject_Call(__pyx_builtin_TypeError, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_Raise(__pyx_t_9, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.IntList.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":111
+ * raise TypeError("Illegal key type %s for IntList" % type(index))
+ *
+ * cdef void set(self, int i, int val): # <<<<<<<<<<<<<<
+ * j = i
+ * if i<0:
+ */
+
+static void __pyx_f_3_sa_7IntList_set(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_i, int __pyx_v_val) {
+ int __pyx_v_j;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("set", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":112
+ *
+ * cdef void set(self, int i, int val):
+ * j = i # <<<<<<<<<<<<<<
+ * if i<0:
+ * j = self.len + i
+ */
+ __pyx_v_j = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":113
+ * cdef void set(self, int i, int val):
+ * j = i
+ * if i<0: # <<<<<<<<<<<<<<
+ * j = self.len + i
+ * if j<0 or j>=self.len:
+ */
+ __pyx_t_1 = ((__pyx_v_i < 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":114
+ * 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))
+ */
+ __pyx_v_j = (__pyx_v_self->len + __pyx_v_i);
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":115
+ * 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
+ */
+ __pyx_t_1 = ((__pyx_v_j < 0) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_j >= __pyx_v_self->len) != 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/int_list.pxi":116
+ * 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
+ *
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_self->len); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_4 = 0;
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_8), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_5));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_5));
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_builtin_IndexError, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":117
+ * 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):
+ */
+ (__pyx_v_self->arr[__pyx_v_j]) = __pyx_v_val;
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_WriteUnraisable("_sa.IntList.set", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_7IntList_22__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /*proto*/
+static int __pyx_pw_3_sa_7IntList_22__setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_21__setitem__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((PyObject *)__pyx_v_i), ((PyObject *)__pyx_v_val));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":119
+ * self.arr[j] = val
+ *
+ * def __setitem__(self, i, val): # <<<<<<<<<<<<<<
+ * self.set(i, val)
+ *
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__setitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":120
+ *
+ * def __setitem__(self, i, val):
+ * self.set(i, val) # <<<<<<<<<<<<<<
+ *
+ * def __len__(self):
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyInt_AsInt(__pyx_v_val); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->__pyx_vtab)->set(__pyx_v_self, __pyx_t_1, __pyx_t_2);
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.IntList.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_ssize_t __pyx_pw_3_sa_7IntList_24__len__(PyObject *__pyx_v_self); /*proto*/
+static Py_ssize_t __pyx_pw_3_sa_7IntList_24__len__(PyObject *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_23__len__(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":122
+ * self.set(i, val)
+ *
+ * def __len__(self): # <<<<<<<<<<<<<<
+ * return self.len
+ *
+ */
+
+static Py_ssize_t __pyx_pf_3_sa_7IntList_23__len__(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":123
+ *
+ * def __len__(self):
+ * return self.len # <<<<<<<<<<<<<<
+ *
+ * def get_size(self):
+ */
+ __pyx_r = __pyx_v_self->len;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_26get_size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_26get_size(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_size (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_25get_size(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":125
+ * return self.len
+ *
+ * def get_size(self): # <<<<<<<<<<<<<<
+ * return self.size
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_25get_size(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_size", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":126
+ *
+ * def get_size(self):
+ * return self.size # <<<<<<<<<<<<<<
+ *
+ * def append(self, int val):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.IntList.get_size", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_28append(PyObject *__pyx_v_self, PyObject *__pyx_arg_val); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_28append(PyObject *__pyx_v_self, PyObject *__pyx_arg_val) {
+ int __pyx_v_val;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("append (wrapper)", 0);
+ assert(__pyx_arg_val); {
+ __pyx_v_val = __Pyx_PyInt_AsInt(__pyx_arg_val); if (unlikely((__pyx_v_val == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList_27append(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((int)__pyx_v_val));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":128
+ * return self.size
+ *
+ * def append(self, int val): # <<<<<<<<<<<<<<
+ * self._append(val)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_27append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("append", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":129
+ *
+ * def append(self, int val):
+ * self._append(val) # <<<<<<<<<<<<<<
+ *
+ * cdef void _append(self, int val):
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->__pyx_vtab)->_append(__pyx_v_self, __pyx_v_val);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":131
+ * self._append(val)
+ *
+ * cdef void _append(self, int val): # <<<<<<<<<<<<<<
+ * if self.len == self.size:
+ * self.size = self.size + self.increment
+ */
+
+static void __pyx_f_3_sa_7IntList__append(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int __pyx_v_val) {
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("_append", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":132
+ *
+ * cdef void _append(self, int val):
+ * if self.len == self.size: # <<<<<<<<<<<<<<
+ * self.size = self.size + self.increment
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ */
+ __pyx_t_1 = ((__pyx_v_self->len == __pyx_v_self->size) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":133
+ * cdef void _append(self, int val):
+ * if self.len == self.size:
+ * self.size = self.size + self.increment # <<<<<<<<<<<<<<
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ * self.arr[self.len] = val
+ */
+ __pyx_v_self->size = (__pyx_v_self->size + __pyx_v_self->increment);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":134
+ * if self.len == self.size:
+ * self.size = self.size + self.increment
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int)) # <<<<<<<<<<<<<<
+ * self.arr[self.len] = val
+ * self.len = self.len + 1
+ */
+ __pyx_v_self->arr = ((int *)realloc(__pyx_v_self->arr, (__pyx_v_self->size * (sizeof(int)))));
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":135
+ * self.size = self.size + self.increment
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ * self.arr[self.len] = val # <<<<<<<<<<<<<<
+ * self.len = self.len + 1
+ *
+ */
+ (__pyx_v_self->arr[__pyx_v_self->len]) = __pyx_v_val;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":136
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ * self.arr[self.len] = val
+ * self.len = self.len + 1 # <<<<<<<<<<<<<<
+ *
+ * def extend(self, other):
+ */
+ __pyx_v_self->len = (__pyx_v_self->len + 1);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_30extend(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_30extend(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("extend (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7IntList_29extend(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((PyObject *)__pyx_v_other));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":138
+ * self.len = self.len + 1
+ *
+ * def extend(self, other): # <<<<<<<<<<<<<<
+ * self._extend(other)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_29extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("extend", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":139
+ *
+ * def extend(self, other):
+ * self._extend(other) # <<<<<<<<<<<<<<
+ *
+ * cdef void _extend(self, IntList other):
+ */
+ if (!(likely(((__pyx_v_other) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_other, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->__pyx_vtab)->_extend(__pyx_v_self, ((struct __pyx_obj_3_sa_IntList *)__pyx_v_other));
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.IntList.extend", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":141
+ * self._extend(other)
+ *
+ * cdef void _extend(self, IntList other): # <<<<<<<<<<<<<<
+ * self._extend_arr(other.arr, other.len)
+ *
+ */
+
+static void __pyx_f_3_sa_7IntList__extend(struct __pyx_obj_3_sa_IntList *__pyx_v_self, struct __pyx_obj_3_sa_IntList *__pyx_v_other) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_extend", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":142
+ *
+ * cdef void _extend(self, IntList other):
+ * self._extend_arr(other.arr, other.len) # <<<<<<<<<<<<<<
+ *
+ * cdef void _extend_arr(self, int* other, int other_len):
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->__pyx_vtab)->_extend_arr(__pyx_v_self, __pyx_v_other->arr, __pyx_v_other->len);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":144
+ * 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
+ */
+
+static void __pyx_f_3_sa_7IntList__extend_arr(struct __pyx_obj_3_sa_IntList *__pyx_v_self, int *__pyx_v_other, int __pyx_v_other_len) {
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("_extend_arr", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":145
+ *
+ * cdef void _extend_arr(self, int* other, int other_len):
+ * if self.size < self.len + other_len: # <<<<<<<<<<<<<<
+ * self.size = self.len + other_len
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ */
+ __pyx_t_1 = ((__pyx_v_self->size < (__pyx_v_self->len + __pyx_v_other_len)) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":146
+ * cdef void _extend_arr(self, int* other, int other_len):
+ * if self.size < self.len + other_len:
+ * self.size = self.len + other_len # <<<<<<<<<<<<<<
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ * memcpy(self.arr+self.len, other, other_len*sizeof(int))
+ */
+ __pyx_v_self->size = (__pyx_v_self->len + __pyx_v_other_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":147
+ * if self.size < self.len + other_len:
+ * self.size = self.len + other_len
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int)) # <<<<<<<<<<<<<<
+ * memcpy(self.arr+self.len, other, other_len*sizeof(int))
+ * self.len = self.len + other_len
+ */
+ __pyx_v_self->arr = ((int *)realloc(__pyx_v_self->arr, (__pyx_v_self->size * (sizeof(int)))));
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":148
+ * self.size = self.len + other_len
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ * memcpy(self.arr+self.len, other, other_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * self.len = self.len + other_len
+ *
+ */
+ memcpy((__pyx_v_self->arr + __pyx_v_self->len), __pyx_v_other, (__pyx_v_other_len * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":149
+ * self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ * memcpy(self.arr+self.len, other, other_len*sizeof(int))
+ * self.len = self.len + other_len # <<<<<<<<<<<<<<
+ *
+ * cdef void _clear(self):
+ */
+ __pyx_v_self->len = (__pyx_v_self->len + __pyx_v_other_len);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":151
+ * self.len = self.len + other_len
+ *
+ * cdef void _clear(self): # <<<<<<<<<<<<<<
+ * free(self.arr)
+ * self.len = 0
+ */
+
+static void __pyx_f_3_sa_7IntList__clear(struct __pyx_obj_3_sa_IntList *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_clear", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":152
+ *
+ * cdef void _clear(self):
+ * free(self.arr) # <<<<<<<<<<<<<<
+ * self.len = 0
+ * self.size = 0
+ */
+ free(__pyx_v_self->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":153
+ * cdef void _clear(self):
+ * free(self.arr)
+ * self.len = 0 # <<<<<<<<<<<<<<
+ * self.size = 0
+ * self.arr = <int*> malloc(0)
+ */
+ __pyx_v_self->len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":154
+ * free(self.arr)
+ * self.len = 0
+ * self.size = 0 # <<<<<<<<<<<<<<
+ * self.arr = <int*> malloc(0)
+ *
+ */
+ __pyx_v_self->size = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":155
+ * self.len = 0
+ * self.size = 0
+ * self.arr = <int*> malloc(0) # <<<<<<<<<<<<<<
+ *
+ * cdef void write_handle(self, FILE* f):
+ */
+ __pyx_v_self->arr = ((int *)malloc(0));
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":157
+ * self.arr = <int*> malloc(0)
+ *
+ * cdef void write_handle(self, FILE* f): # <<<<<<<<<<<<<<
+ * fwrite(&(self.len), sizeof(int), 1, f)
+ * fwrite(self.arr, sizeof(int), self.len, f)
+ */
+
+static void __pyx_f_3_sa_7IntList_write_handle(struct __pyx_obj_3_sa_IntList *__pyx_v_self, FILE *__pyx_v_f) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":158
+ *
+ * cdef void write_handle(self, FILE* f):
+ * fwrite(&(self.len), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * fwrite(self.arr, sizeof(int), self.len, f)
+ *
+ */
+ fwrite((&__pyx_v_self->len), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":159
+ * 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):
+ */
+ fwrite(__pyx_v_self->arr, (sizeof(int)), __pyx_v_self->len, __pyx_v_f);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_32write(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_32write(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList.write", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList_31write(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":161
+ * fwrite(self.arr, sizeof(int), self.len, f)
+ *
+ * def write(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_31write(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":163
+ * def write(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "w") # <<<<<<<<<<<<<<
+ * self.write_handle(f)
+ * fclose(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":164
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ * self.write_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->__pyx_vtab)->write_handle(__pyx_v_self, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":165
+ * f = fopen(filename, "w")
+ * self.write_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * cdef void read_handle(self, FILE* f):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":167
+ * fclose(f)
+ *
+ * cdef void read_handle(self, FILE* f): # <<<<<<<<<<<<<<
+ * (self.arr)
+ * fread(&(self.len), sizeof(int), 1, f)
+ */
+
+static void __pyx_f_3_sa_7IntList_read_handle(struct __pyx_obj_3_sa_IntList *__pyx_v_self, FILE *__pyx_v_f) {
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("read_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":168
+ *
+ * cdef void read_handle(self, FILE* f):
+ * (self.arr) # <<<<<<<<<<<<<<
+ * fread(&(self.len), sizeof(int), 1, f)
+ * self.arr = <int*> malloc(self.len * sizeof(int))
+ */
+ __pyx_v_self->arr;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":169
+ * cdef void read_handle(self, FILE* f):
+ * (self.arr)
+ * fread(&(self.len), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * self.arr = <int*> malloc(self.len * sizeof(int))
+ * self.size = self.len
+ */
+ fread((&__pyx_v_self->len), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":170
+ * (self.arr)
+ * fread(&(self.len), sizeof(int), 1, f)
+ * self.arr = <int*> malloc(self.len * sizeof(int)) # <<<<<<<<<<<<<<
+ * self.size = self.len
+ * fread(self.arr, sizeof(int), self.len, f)
+ */
+ __pyx_v_self->arr = ((int *)malloc((__pyx_v_self->len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":171
+ * fread(&(self.len), sizeof(int), 1, f)
+ * self.arr = <int*> malloc(self.len * sizeof(int))
+ * self.size = self.len # <<<<<<<<<<<<<<
+ * fread(self.arr, sizeof(int), self.len, f)
+ *
+ */
+ __pyx_t_1 = __pyx_v_self->len;
+ __pyx_v_self->size = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":172
+ * self.arr = <int*> malloc(self.len * sizeof(int))
+ * self.size = self.len
+ * fread(self.arr, sizeof(int), self.len, f) # <<<<<<<<<<<<<<
+ *
+ * def read(self, char* filename):
+ */
+ fread(__pyx_v_self->arr, (sizeof(int)), __pyx_v_self->len, __pyx_v_f);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7IntList_34read(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_7IntList_34read(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.IntList.read", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7IntList_33read(((struct __pyx_obj_3_sa_IntList *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":174
+ * fread(self.arr, sizeof(int), self.len, f)
+ *
+ * def read(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_7IntList_33read(struct __pyx_obj_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":176
+ * def read(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "r") # <<<<<<<<<<<<<<
+ * self.read_handle(f)
+ * fclose(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":177
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ * self.read_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->__pyx_vtab)->read_handle(__pyx_v_self, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/int_list.pxi":178
+ * f = fopen(filename, "r")
+ * self.read_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9StringMap_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_9StringMap_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ if (unlikely(PyTuple_GET_SIZE(__pyx_args) > 0)) {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 0, 0, PyTuple_GET_SIZE(__pyx_args)); return -1;}
+ if (unlikely(__pyx_kwds) && unlikely(PyDict_Size(__pyx_kwds) > 0) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__cinit__", 0))) return -1;
+ __pyx_r = __pyx_pf_3_sa_9StringMap___cinit__(((struct __pyx_obj_3_sa_StringMap *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":13
+ * cdef int index(self, char *s)
+ *
+ * def __cinit__(self): # <<<<<<<<<<<<<<
+ * self.vocab = stringmap_new()
+ *
+ */
+
+static int __pyx_pf_3_sa_9StringMap___cinit__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":14
+ *
+ * def __cinit__(self):
+ * self.vocab = stringmap_new() # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ __pyx_v_self->vocab = stringmap_new();
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_9StringMap_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_9StringMap_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_9StringMap_2__dealloc__(((struct __pyx_obj_3_sa_StringMap *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":16
+ * self.vocab = stringmap_new()
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * stringmap_delete(self.vocab)
+ *
+ */
+
+static void __pyx_pf_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_3_sa_StringMap *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":17
+ *
+ * def __dealloc__(self):
+ * stringmap_delete(self.vocab) # <<<<<<<<<<<<<<
+ *
+ * cdef char *word(self, int i):
+ */
+ stringmap_delete(__pyx_v_self->vocab);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":19
+ * stringmap_delete(self.vocab)
+ *
+ * cdef char *word(self, int i): # <<<<<<<<<<<<<<
+ * return stringmap_word(self.vocab, i)
+ *
+ */
+
+static char *__pyx_f_3_sa_9StringMap_word(struct __pyx_obj_3_sa_StringMap *__pyx_v_self, int __pyx_v_i) {
+ char *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("word", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":20
+ *
+ * cdef char *word(self, int i):
+ * return stringmap_word(self.vocab, i) # <<<<<<<<<<<<<<
+ *
+ * cdef int index(self, char *s):
+ */
+ __pyx_r = stringmap_word(__pyx_v_self->vocab, __pyx_v_i);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":22
+ * return stringmap_word(self.vocab, i)
+ *
+ * cdef int index(self, char *s): # <<<<<<<<<<<<<<
+ * return stringmap_index(self.vocab, s)
+ */
+
+static int __pyx_f_3_sa_9StringMap_index(struct __pyx_obj_3_sa_StringMap *__pyx_v_self, char *__pyx_v_s) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("index", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/str_map.pxi":23
+ *
+ * cdef int index(self, char *s):
+ * return stringmap_index(self.vocab, s) # <<<<<<<<<<<<<<
+ */
+ __pyx_r = stringmap_index(__pyx_v_self->vocab, __pyx_v_s);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_from_binary = 0;
+ PyObject *__pyx_v_from_text = 0;
+ PyObject *__pyx_v_side = 0;
+ int __pyx_v_use_sent_id;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__from_binary,&__pyx_n_s__from_text,&__pyx_n_s__side,&__pyx_n_s__use_sent_id,0};
+ PyObject* values[4] = {0,0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":17
+ * 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"]
+ */
+ values[0] = ((PyObject *)Py_None);
+ values[1] = ((PyObject *)Py_None);
+ values[2] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_binary);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_text);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__side);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ case 3:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_sent_id);
+ if (value) { values[3] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_from_binary = values[0];
+ __pyx_v_from_text = values[1];
+ __pyx_v_side = values[2];
+ if (values[3]) {
+ __pyx_v_use_sent_id = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_use_sent_id == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_use_sent_id = ((int)0);
+ }
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray___cinit__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), __pyx_v_from_binary, __pyx_v_from_text, __pyx_v_side, __pyx_v_use_sent_id);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ long __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":18
+ *
+ * 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)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__END_OF_FILE), __pyx_int_0) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__END_OF_LINE), __pyx_int_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->word2id);
+ __Pyx_DECREF(__pyx_v_self->word2id);
+ __pyx_v_self->word2id = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":19
+ * 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)
+ */
+ __pyx_t_1 = PyList_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__END_OF_FILE));
+ PyList_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_n_s__END_OF_FILE));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__END_OF_FILE));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__END_OF_LINE));
+ PyList_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_n_s__END_OF_LINE));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__END_OF_LINE));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->id2word);
+ __Pyx_DECREF(__pyx_v_self->id2word);
+ __pyx_v_self->id2word = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":20
+ * 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)
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_11), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->data);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->data));
+ __pyx_v_self->data = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":21
+ * 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
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_12), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->sent_id);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_id));
+ __pyx_v_self->sent_id = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":22
+ * 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:
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_13), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->sent_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_index));
+ __pyx_v_self->sent_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":23
+ * 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)
+ */
+ __pyx_v_self->use_sent_id = __pyx_v_use_sent_id;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":24
+ * self.sent_index = IntList(1000,1000)
+ * self.use_sent_id = use_sent_id
+ * if from_binary: # <<<<<<<<<<<<<<
+ * self.read_binary(from_binary)
+ * elif from_text:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_binary); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":25
+ * self.use_sent_id = use_sent_id
+ * if from_binary:
+ * self.read_binary(from_binary) # <<<<<<<<<<<<<<
+ * elif from_text:
+ * if side:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_binary); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_binary);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_binary);
+ __Pyx_GIVEREF(__pyx_v_from_binary);
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":26
+ * if from_binary:
+ * self.read_binary(from_binary)
+ * elif from_text: # <<<<<<<<<<<<<<
+ * if side:
+ * self.read_bitext(from_text, (0 if side == 'source' else 1))
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_text); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":27
+ * self.read_binary(from_binary)
+ * elif from_text:
+ * if side: # <<<<<<<<<<<<<<
+ * self.read_bitext(from_text, (0 if side == 'source' else 1))
+ * else:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_side); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":28
+ * elif from_text:
+ * if side:
+ * self.read_bitext(from_text, (0 if side == 'source' else 1)) # <<<<<<<<<<<<<<
+ * else:
+ * self.read_text(from_text)
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_bitext); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_side, ((PyObject *)__pyx_n_s__source), Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_2) {
+ __pyx_t_5 = 0;
+ } else {
+ __pyx_t_5 = 1;
+ }
+ __pyx_t_3 = PyInt_FromLong(__pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_from_text);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_from_text);
+ __Pyx_GIVEREF(__pyx_v_from_text);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":30
+ * self.read_bitext(from_text, (0 if side == 'source' else 1))
+ * else:
+ * self.read_text(from_text) # <<<<<<<<<<<<<<
+ *
+ * def __len__(self):
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_text); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_from_text);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_from_text);
+ __Pyx_GIVEREF(__pyx_v_from_text);
+ __pyx_t_4 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __pyx_L4:;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.DataArray.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_ssize_t __pyx_pw_3_sa_9DataArray_3__len__(PyObject *__pyx_v_self); /*proto*/
+static Py_ssize_t __pyx_pw_3_sa_9DataArray_3__len__(PyObject *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_2__len__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":32
+ * self.read_text(from_text)
+ *
+ * def __len__(self): # <<<<<<<<<<<<<<
+ * return len(self.data)
+ *
+ */
+
+static Py_ssize_t __pyx_pf_3_sa_9DataArray_2__len__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__len__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":33
+ *
+ * def __len__(self):
+ * return len(self.data) # <<<<<<<<<<<<<<
+ *
+ * def get_sentence_id(self, i):
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_self->data);
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_r = __pyx_t_2;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.DataArray.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_5get_sentence_id(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_5get_sentence_id(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_sentence_id (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_4get_sentence_id(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":35
+ * return len(self.data)
+ *
+ * def get_sentence_id(self, i): # <<<<<<<<<<<<<<
+ * return self.sent_id.arr[i]
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_4get_sentence_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_sentence_id", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":36
+ *
+ * def get_sentence_id(self, i):
+ * return self.sent_id.arr[i] # <<<<<<<<<<<<<<
+ *
+ * def get_sentence(self, i):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->sent_id->arr[__pyx_t_1])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.DataArray.get_sentence_id", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_7get_sentence(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_7get_sentence(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_sentence (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_6get_sentence(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":38
+ * return self.sent_id.arr[i]
+ *
+ * def get_sentence(self, i): # <<<<<<<<<<<<<<
+ * cdef int j, start, stop
+ * sent = []
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_6get_sentence(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i) {
+ int __pyx_v_start;
+ int __pyx_v_stop;
+ PyObject *__pyx_v_sent = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_sentence", 0);
+ __Pyx_INCREF(__pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":40
+ * def get_sentence(self, i):
+ * cdef int j, start, stop
+ * sent = [] # <<<<<<<<<<<<<<
+ * start = self.sent_index.arr[i]
+ * stop = self.sent_index.arr[i+1]
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_sent = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":41
+ * 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:
+ */
+ __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_start = (__pyx_v_self->sent_index->arr[__pyx_t_2]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":42
+ * 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]])
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_i, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 42; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_stop = (__pyx_v_self->sent_index->arr[__pyx_t_2]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":43
+ * 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
+ */
+ __pyx_t_3 = __pyx_v_stop;
+ for (__pyx_t_4 = __pyx_v_start; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {
+ __pyx_t_1 = PyInt_FromLong(__pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":44
+ * stop = self.sent_index.arr[i+1]
+ * for i from start <= i < stop:
+ * sent.append(self.id2word[self.data.arr[i]]) # <<<<<<<<<<<<<<
+ * return sent
+ *
+ */
+ __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_self->id2word, (__pyx_v_self->data->arr[__pyx_t_2]), sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = __Pyx_PyList_Append(__pyx_v_sent, __pyx_t_1); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":43
+ * 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
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":45
+ * for i from start <= i < stop:
+ * sent.append(self.id2word[self.data.arr[i]])
+ * return sent # <<<<<<<<<<<<<<
+ *
+ * def get_id(self, word):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_sent));
+ __pyx_r = ((PyObject *)__pyx_v_sent);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.DataArray.get_sentence", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_sent);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_9get_id(PyObject *__pyx_v_self, PyObject *__pyx_v_word); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_9get_id(PyObject *__pyx_v_self, PyObject *__pyx_v_word) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_id (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_8get_id(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_word));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":47
+ * return sent
+ *
+ * def get_id(self, word): # <<<<<<<<<<<<<<
+ * if not word in self.word2id:
+ * self.word2id[word] = len(self.id2word)
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_8get_id(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_id", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":48
+ *
+ * def get_id(self, word):
+ * if not word in self.word2id: # <<<<<<<<<<<<<<
+ * self.word2id[word] = len(self.id2word)
+ * self.id2word.append(word)
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_word, __pyx_v_self->word2id, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":49
+ * 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]
+ */
+ __pyx_t_3 = __pyx_v_self->id2word;
+ __Pyx_INCREF(__pyx_t_3);
+ __pyx_t_4 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyObject_SetItem(__pyx_v_self->word2id, __pyx_v_word, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":50
+ * if not word in self.word2id:
+ * self.word2id[word] = len(self.id2word)
+ * self.id2word.append(word) # <<<<<<<<<<<<<<
+ * return self.word2id[word]
+ *
+ */
+ __pyx_t_3 = __Pyx_PyObject_Append(__pyx_v_self->id2word, __pyx_v_word); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":51
+ * self.word2id[word] = len(self.id2word)
+ * self.id2word.append(word)
+ * return self.word2id[word] # <<<<<<<<<<<<<<
+ *
+ * def __getitem__(self, loc):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->word2id, __pyx_v_word); if (!__pyx_t_3) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.DataArray.get_id", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_11__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_loc); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_11__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_loc) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_10__getitem__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_loc));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":53
+ * return self.word2id[word]
+ *
+ * def __getitem__(self, loc): # <<<<<<<<<<<<<<
+ * return self.id2word[self.data.arr[loc]]
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_10__getitem__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__getitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":54
+ *
+ * def __getitem__(self, loc):
+ * return self.id2word[self.data.arr[loc]] # <<<<<<<<<<<<<<
+ *
+ * def get_sentence_bounds(self, loc):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_loc); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_self->id2word, (__pyx_v_self->data->arr[__pyx_t_1]), sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.DataArray.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_13get_sentence_bounds(PyObject *__pyx_v_self, PyObject *__pyx_v_loc); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_13get_sentence_bounds(PyObject *__pyx_v_self, PyObject *__pyx_v_loc) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_sentence_bounds (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_12get_sentence_bounds(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_loc));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":56
+ * 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])
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_12get_sentence_bounds(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc) {
+ int __pyx_v_sid;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_sentence_bounds", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":57
+ *
+ * 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])
+ *
+ */
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_loc); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_sid = (__pyx_v_self->sent_id->arr[__pyx_t_1]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":58
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->sent_index->arr[__pyx_v_sid])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->sent_index->arr[(__pyx_v_sid + 1)])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_2 = 0;
+ __pyx_t_3 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_4);
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.DataArray.get_sentence_bounds", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_15write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_15write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray_14write_text(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":60
+ * 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:
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_14write_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_w_id = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ int __pyx_t_10;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ int __pyx_t_14;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":61
+ *
+ * def write_text(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * for w_id in self.data:
+ * if w_id > 1:
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":62
+ * 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 (PyList_CheckExact(((PyObject *)__pyx_v_self->data)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->data))) {
+ __pyx_t_4 = ((PyObject *)__pyx_v_self->data); __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(((PyObject *)__pyx_v_self->data)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_9(__pyx_t_4);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_w_id);
+ __pyx_v_w_id = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":63
+ * 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:
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_w_id, __pyx_int_1, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_10) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":64
+ * 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")
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__get_word); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_v_w_id);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_v_w_id);
+ __Pyx_GIVEREF(__pyx_v_w_id);
+ __pyx_t_12 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __pyx_t_11 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_14), __pyx_t_12); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_11));
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, ((PyObject *)__pyx_t_11));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_11));
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ goto __pyx_L18;
+ }
+ __pyx_L18:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":65
+ * if w_id > 1:
+ * f.write("%s " % self.get_word(w_id))
+ * if w_id == 1: # <<<<<<<<<<<<<<
+ * f.write("\n")
+ *
+ */
+ __pyx_t_11 = PyObject_RichCompare(__pyx_v_w_id, __pyx_int_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_11); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_11); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ if (__pyx_t_10) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":66
+ * f.write("%s " % self.get_word(w_id))
+ * if w_id == 1:
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def read_text(self, char* filename):
+ */
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_k_tuple_16), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ goto __pyx_L19;
+ }
+ __pyx_L19:;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":61
+ *
+ * def write_text(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * for w_id in self.data:
+ * if w_id > 1:
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.DataArray.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_12, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_1 = PyTuple_New(3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_13 = PyObject_Call(__pyx_t_3, __pyx_t_1, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_13);
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ if (__pyx_t_10 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_14 = ((!(__pyx_t_10 != 0)) != 0);
+ if (__pyx_t_14) {
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __Pyx_ErrRestore(__pyx_t_4, __pyx_t_12, __pyx_t_11);
+ __pyx_t_4 = 0; __pyx_t_12 = 0; __pyx_t_11 = 0;
+ {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_17, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_14 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L23;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L23:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_AddTraceback("_sa.DataArray.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_w_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_17read_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_17read_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray_16read_text(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":68
+ * f.write("\n")
+ *
+ * def read_text(self, char* filename): # <<<<<<<<<<<<<<
+ * with gzip_or_text(filename) as fp:
+ * self.read_text_data(fp)
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_16read_text(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_fp = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":69
+ *
+ * def read_text(self, char* filename):
+ * with gzip_or_text(filename) as fp: # <<<<<<<<<<<<<<
+ * self.read_text_data(fp)
+ *
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__gzip_or_text); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_v_fp = __pyx_t_1;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":70
+ * 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):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_text_data); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_fp);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_fp);
+ __Pyx_GIVEREF(__pyx_v_fp);
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":69
+ *
+ * def read_text(self, char* filename):
+ * with gzip_or_text(filename) as fp: # <<<<<<<<<<<<<<
+ * self.read_text_data(fp)
+ *
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.DataArray.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_3, &__pyx_t_2, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_10 = PyObject_Call(__pyx_t_4, __pyx_t_8, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ if (__pyx_t_9 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_11 = ((!(__pyx_t_9 != 0)) != 0);
+ if (__pyx_t_11) {
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_ErrRestore(__pyx_t_3, __pyx_t_2, __pyx_t_1);
+ __pyx_t_3 = 0; __pyx_t_2 = 0; __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L18;
+ }
+ __pyx_L18:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_4) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_18, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L19;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L1_error;
+ __pyx_L19:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.DataArray.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_fp);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_19read_bitext(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_19read_bitext(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ char *__pyx_v_filename;
+ int __pyx_v_side;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_bitext (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__filename,&__pyx_n_s__side,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__filename)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__side)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("read_bitext", 1, 2, 2, 1); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "read_bitext") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_filename = __Pyx_PyObject_AsString(values[0]); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_side = __Pyx_PyInt_AsInt(values[1]); if (unlikely((__pyx_v_side == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("read_bitext", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.read_bitext", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray_18read_bitext(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), __pyx_v_filename, __pyx_v_side);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_9DataArray_11read_bitext_2generator6(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":74
+ * def read_bitext(self, char* filename, int side):
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<<
+ * self.read_text_data(data)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_2_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_2_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_9DataArray_11read_bitext_2generator6, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.DataArray.read_bitext.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_9DataArray_11read_bitext_2generator6(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fp)) { __Pyx_RaiseClosureNameError("fp"); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fp) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fp)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_fp; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fp); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_line);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_line);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_line = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_20), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_5, __pyx_cur_scope->__pyx_outer_scope->__pyx_v_side, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":72
+ * self.read_text_data(fp)
+ *
+ * def read_bitext(self, char* filename, int side): # <<<<<<<<<<<<<<
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp)
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *__pyx_cur_scope;
+ PyObject *__pyx_v_data = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_bitext", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *)__pyx_tp_new_3_sa___pyx_scope_struct_1_read_bitext(__pyx_ptype_3_sa___pyx_scope_struct_1_read_bitext, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_side = __pyx_v_side;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":73
+ *
+ * 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)
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__gzip_or_text); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_fp = __pyx_t_1;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":74
+ * def read_bitext(self, char* filename, int side):
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<<
+ * self.read_text_data(data)
+ *
+ */
+ __pyx_t_1 = __pyx_pf_3_sa_9DataArray_11read_bitext_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_data = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":75
+ * 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):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_text_data); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_data);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_data);
+ __Pyx_GIVEREF(__pyx_v_data);
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":73
+ *
+ * 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)
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.DataArray.read_bitext", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_3, &__pyx_t_2, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_10 = PyObject_Call(__pyx_t_4, __pyx_t_8, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ if (__pyx_t_9 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_11 = ((!(__pyx_t_9 != 0)) != 0);
+ if (__pyx_t_11) {
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_ErrRestore(__pyx_t_3, __pyx_t_2, __pyx_t_1);
+ __pyx_t_3 = 0; __pyx_t_2 = 0; __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L18;
+ }
+ __pyx_L18:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_4) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_21, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L19;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L1_error;
+ __pyx_L19:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.DataArray.read_bitext", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_data);
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_21read_text_data(PyObject *__pyx_v_self, PyObject *__pyx_v_data); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_21read_text_data(PyObject *__pyx_v_self, PyObject *__pyx_v_data) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_text_data (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_20read_text_data(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_data));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":77
+ * self.read_text_data(data)
+ *
+ * def read_text_data(self, data): # <<<<<<<<<<<<<<
+ * cdef int word_count = 0
+ * for line_num, line in enumerate(data):
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_20read_text_data(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data) {
+ int __pyx_v_word_count;
+ PyObject *__pyx_v_line_num = NULL;
+ PyObject *__pyx_v_line = NULL;
+ PyObject *__pyx_v_word = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ Py_ssize_t __pyx_t_7;
+ PyObject *(*__pyx_t_8)(PyObject *);
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_text_data", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":78
+ *
+ * def read_text_data(self, data):
+ * cdef int word_count = 0 # <<<<<<<<<<<<<<
+ * for line_num, line in enumerate(data):
+ * self.sent_index.append(word_count)
+ */
+ __pyx_v_word_count = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":79
+ * 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():
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_1 = __pyx_int_0;
+ if (PyList_CheckExact(__pyx_v_data) || PyTuple_CheckExact(__pyx_v_data)) {
+ __pyx_t_2 = __pyx_v_data; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_data); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_4(__pyx_t_2);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_line);
+ __pyx_v_line = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_line_num);
+ __pyx_v_line_num = __pyx_t_1;
+ __pyx_t_5 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":80
+ * 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))
+ */
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_word_count); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->sent_index), __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":81
+ * 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:
+ */
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (PyList_CheckExact(__pyx_t_5) || PyTuple_CheckExact(__pyx_t_5)) {
+ __pyx_t_6 = __pyx_t_5; __Pyx_INCREF(__pyx_t_6); __pyx_t_7 = 0;
+ __pyx_t_8 = NULL;
+ } else {
+ __pyx_t_7 = -1; __pyx_t_6 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_8 = Py_TYPE(__pyx_t_6)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ for (;;) {
+ if (!__pyx_t_8 && PyList_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_7); __Pyx_INCREF(__pyx_t_5); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_8 && PyTuple_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_7); __Pyx_INCREF(__pyx_t_5); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_8(__pyx_t_6);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":82
+ * 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)
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__get_id); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_INCREF(__pyx_v_word);
+ PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_word);
+ __Pyx_GIVEREF(__pyx_v_word);
+ __pyx_t_10 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __pyx_t_9 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->data), __pyx_t_10); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":83
+ * 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
+ */
+ __pyx_t_11 = (__pyx_v_self->use_sent_id != 0);
+ if (__pyx_t_11) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":84
+ * 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)
+ */
+ __pyx_t_9 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->sent_id), __pyx_v_line_num); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":85
+ * 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:
+ */
+ __pyx_v_word_count = (__pyx_v_word_count + 1);
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":86
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->data), __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":87
+ * 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
+ */
+ __pyx_t_11 = (__pyx_v_self->use_sent_id != 0);
+ if (__pyx_t_11) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":88
+ * self.data.append(1)
+ * if self.use_sent_id:
+ * self.sent_id.append(line_num) # <<<<<<<<<<<<<<
+ * word_count = word_count + 1
+ * self.data.append(0)
+ */
+ __pyx_t_6 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->sent_id), __pyx_v_line_num); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":89
+ * 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)
+ */
+ __pyx_v_word_count = (__pyx_v_word_count + 1);
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":90
+ * self.sent_id.append(line_num)
+ * word_count = word_count + 1
+ * self.data.append(0) # <<<<<<<<<<<<<<
+ * self.sent_index.append(word_count)
+ *
+ */
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->data), __pyx_int_0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 90; __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/data_array.pxi":91
+ * word_count = word_count + 1
+ * self.data.append(0)
+ * self.sent_index.append(word_count) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_word_count); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->sent_index), __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.DataArray.read_text_data", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_line_num);
+ __Pyx_XDECREF(__pyx_v_line);
+ __Pyx_XDECREF(__pyx_v_word);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_23read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_23read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray_22read_binary(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":94
+ *
+ *
+ * def read_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_22read_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":96
+ * def read_binary(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "r") # <<<<<<<<<<<<<<
+ * self.read_handle(f)
+ * fclose(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":97
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ * self.read_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_DataArray *)__pyx_v_self->__pyx_vtab)->read_handle(__pyx_v_self, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":98
+ * f = fopen(filename, "r")
+ * self.read_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * cdef void read_handle(self, FILE* f):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":100
+ * fclose(f)
+ *
+ * cdef void read_handle(self, FILE* f): # <<<<<<<<<<<<<<
+ * cdef int num_words, word_len
+ * cdef unsigned i
+ */
+
+static void __pyx_f_3_sa_9DataArray_read_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, FILE *__pyx_v_f) {
+ int __pyx_v_num_words;
+ int __pyx_v_word_len;
+ CYTHON_UNUSED unsigned int __pyx_v_i;
+ char *__pyx_v_word;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ unsigned int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":105
+ * cdef char* word
+ *
+ * self.data.read_handle(f) # <<<<<<<<<<<<<<
+ * self.sent_index.read_handle(f)
+ * self.sent_id.read_handle(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->data->__pyx_vtab)->read_handle(__pyx_v_self->data, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":106
+ *
+ * self.data.read_handle(f)
+ * self.sent_index.read_handle(f) # <<<<<<<<<<<<<<
+ * self.sent_id.read_handle(f)
+ * fread(&(num_words), sizeof(int), 1, f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sent_index->__pyx_vtab)->read_handle(__pyx_v_self->sent_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":107
+ * 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):
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sent_id->__pyx_vtab)->read_handle(__pyx_v_self->sent_id, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":108
+ * 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)
+ */
+ fread((&__pyx_v_num_words), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":109
+ * self.sent_id.read_handle(f)
+ * fread(&(num_words), sizeof(int), 1, f)
+ * for i in range(num_words): # <<<<<<<<<<<<<<
+ * fread(&(word_len), sizeof(int), 1, f)
+ * word = <char*> malloc (word_len * sizeof(char))
+ */
+ __pyx_t_1 = __pyx_v_num_words;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_v_i = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":110
+ * fread(&(num_words), sizeof(int), 1, f)
+ * for i in range(num_words):
+ * fread(&(word_len), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * word = <char*> malloc (word_len * sizeof(char))
+ * fread(word, sizeof(char), word_len, f)
+ */
+ fread((&__pyx_v_word_len), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":111
+ * for i in range(num_words):
+ * fread(&(word_len), sizeof(int), 1, f)
+ * word = <char*> malloc (word_len * sizeof(char)) # <<<<<<<<<<<<<<
+ * fread(word, sizeof(char), word_len, f)
+ * self.word2id[word] = len(self.id2word)
+ */
+ __pyx_v_word = ((char *)malloc((__pyx_v_word_len * (sizeof(char)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":112
+ * fread(&(word_len), sizeof(int), 1, f)
+ * word = <char*> malloc (word_len * sizeof(char))
+ * fread(word, sizeof(char), word_len, f) # <<<<<<<<<<<<<<
+ * self.word2id[word] = len(self.id2word)
+ * self.id2word.append(word)
+ */
+ fread(__pyx_v_word, (sizeof(char)), __pyx_v_word_len, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":113
+ * word = <char*> malloc (word_len * sizeof(char))
+ * fread(word, sizeof(char), word_len, f)
+ * self.word2id[word] = len(self.id2word) # <<<<<<<<<<<<<<
+ * self.id2word.append(word)
+ * free(word)
+ */
+ __pyx_t_3 = __pyx_v_self->id2word;
+ __Pyx_INCREF(__pyx_t_3);
+ __pyx_t_4 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_word); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ if (PyObject_SetItem(__pyx_v_self->word2id, ((PyObject *)__pyx_t_5), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":114
+ * 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:
+ */
+ __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_word); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_5 = __Pyx_PyObject_Append(__pyx_v_self->id2word, ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":115
+ * self.word2id[word] = len(self.id2word)
+ * self.id2word.append(word)
+ * free(word) # <<<<<<<<<<<<<<
+ * if len(self.sent_id) == 0:
+ * self.use_sent_id = False
+ */
+ free(__pyx_v_word);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":116
+ * self.id2word.append(word)
+ * free(word)
+ * if len(self.sent_id) == 0: # <<<<<<<<<<<<<<
+ * self.use_sent_id = False
+ * else:
+ */
+ __pyx_t_5 = ((PyObject *)__pyx_v_self->sent_id);
+ __Pyx_INCREF(__pyx_t_5);
+ __pyx_t_4 = PyObject_Length(__pyx_t_5); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_6 = ((__pyx_t_4 == 0) != 0);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":117
+ * free(word)
+ * if len(self.sent_id) == 0:
+ * self.use_sent_id = False # <<<<<<<<<<<<<<
+ * else:
+ * self.use_sent_id = True
+ */
+ __pyx_v_self->use_sent_id = 0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":119
+ * self.use_sent_id = False
+ * else:
+ * self.use_sent_id = True # <<<<<<<<<<<<<<
+ *
+ * cdef void write_handle(self, FILE* f):
+ */
+ __pyx_v_self->use_sent_id = 1;
+ }
+ __pyx_L5:;
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_WriteUnraisable("_sa.DataArray.read_handle", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":121
+ * self.use_sent_id = True
+ *
+ * cdef void write_handle(self, FILE* f): # <<<<<<<<<<<<<<
+ * cdef int word_len
+ * cdef int num_words
+ */
+
+static void __pyx_f_3_sa_9DataArray_write_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, FILE *__pyx_v_f) {
+ int __pyx_v_word_len;
+ int __pyx_v_num_words;
+ PyObject *__pyx_v_word = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ Py_ssize_t __pyx_t_5;
+ char *__pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":125
+ * cdef int num_words
+ *
+ * self.data.write_handle(f) # <<<<<<<<<<<<<<
+ * self.sent_index.write_handle(f)
+ * self.sent_id.write_handle(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->data->__pyx_vtab)->write_handle(__pyx_v_self->data, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":126
+ *
+ * self.data.write_handle(f)
+ * self.sent_index.write_handle(f) # <<<<<<<<<<<<<<
+ * self.sent_id.write_handle(f)
+ * num_words = len(self.id2word) - 2
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sent_index->__pyx_vtab)->write_handle(__pyx_v_self->sent_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":127
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sent_id->__pyx_vtab)->write_handle(__pyx_v_self->sent_id, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":128
+ * 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:]:
+ */
+ __pyx_t_1 = __pyx_v_self->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_num_words = (__pyx_t_2 - 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":129
+ * 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((&__pyx_v_num_words), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":130
+ * 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)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_v_self->id2word, 2, 0, NULL, NULL, &__pyx_k_slice_22, 1, 0, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
+ __pyx_t_3 = __pyx_t_1; __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_4(__pyx_t_3);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":131
+ * fwrite(&(num_words), sizeof(int), 1, f)
+ * for word in self.id2word[2:]:
+ * word_len = len(word) + 1 # <<<<<<<<<<<<<<
+ * fwrite(&(word_len), sizeof(int), 1, f)
+ * fwrite(<char *>word, sizeof(char), word_len, f)
+ */
+ __pyx_t_5 = PyObject_Length(__pyx_v_word); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_word_len = (__pyx_t_5 + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":132
+ * for word in self.id2word[2:]:
+ * word_len = len(word) + 1
+ * fwrite(&(word_len), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * fwrite(<char *>word, sizeof(char), word_len, f)
+ *
+ */
+ fwrite((&__pyx_v_word_len), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":133
+ * word_len = len(word) + 1
+ * fwrite(&(word_len), sizeof(int), 1, f)
+ * fwrite(<char *>word, sizeof(char), word_len, f) # <<<<<<<<<<<<<<
+ *
+ * def write_binary(self, char* filename):
+ */
+ __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_word); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ fwrite(((char *)__pyx_t_6), (sizeof(char)), __pyx_v_word_len, __pyx_v_f);
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_WriteUnraisable("_sa.DataArray.write_handle", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_word);
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_25write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_25write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray_24write_binary(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":135
+ * fwrite(<char *>word, sizeof(char), word_len, f)
+ *
+ * def write_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_24write_binary(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":137
+ * def write_binary(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "w") # <<<<<<<<<<<<<<
+ * self.write_handle(f)
+ * fclose(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":138
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ * self.write_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_DataArray *)__pyx_v_self->__pyx_vtab)->write_handle(__pyx_v_self, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":139
+ * f = fopen(filename, "w")
+ * self.write_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * def write_enhanced_handle(self, f):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_27write_enhanced_handle(PyObject *__pyx_v_self, PyObject *__pyx_v_f); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_27write_enhanced_handle(PyObject *__pyx_v_self, PyObject *__pyx_v_f) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_enhanced_handle (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_26write_enhanced_handle(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_f));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":141
+ * fclose(f)
+ *
+ * def write_enhanced_handle(self, f): # <<<<<<<<<<<<<<
+ * for i in self.data:
+ * f.write("%d " %i)
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f) {
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_word = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_enhanced_handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":142
+ *
+ * def write_enhanced_handle(self, f):
+ * for i in self.data: # <<<<<<<<<<<<<<
+ * f.write("%d " %i)
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->data)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->data))) {
+ __pyx_t_1 = ((PyObject *)__pyx_v_self->data); __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_self->data)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":143
+ * def write_enhanced_handle(self, f):
+ * for i in self.data:
+ * f.write("%d " %i) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ * for i in self.sent_index:
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_5));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_5));
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":144
+ * for i in self.data:
+ * f.write("%d " %i)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ * for i in self.sent_index:
+ * f.write("%d " %i)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_24), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":145
+ * f.write("%d " %i)
+ * f.write("\n")
+ * for i in self.sent_index: # <<<<<<<<<<<<<<
+ * f.write("%d " %i)
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->sent_index)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->sent_index))) {
+ __pyx_t_5 = ((PyObject *)__pyx_v_self->sent_index); __Pyx_INCREF(__pyx_t_5); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_5 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_index)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_3 = Py_TYPE(__pyx_t_5)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_5)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_5)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_2); __Pyx_INCREF(__pyx_t_1); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_3(__pyx_t_5);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":146
+ * f.write("\n")
+ * for i in self.sent_index:
+ * f.write("%d " %i) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ * for i in self.sent_id:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_6));
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_6));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_6));
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":147
+ * for i in self.sent_index:
+ * f.write("%d " %i)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ * for i in self.sent_id:
+ * f.write("%d " %i)
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":148
+ * f.write("%d " %i)
+ * f.write("\n")
+ * for i in self.sent_id: # <<<<<<<<<<<<<<
+ * f.write("%d " %i)
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->sent_id)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->sent_id))) {
+ __pyx_t_6 = ((PyObject *)__pyx_v_self->sent_id); __Pyx_INCREF(__pyx_t_6); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_6 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_id)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_3 = Py_TYPE(__pyx_t_6)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_3(__pyx_t_6);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":149
+ * f.write("\n")
+ * for i in self.sent_id:
+ * f.write("%d " %i) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ * for word in self.id2word:
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_4));
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":150
+ * 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]))
+ */
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_k_tuple_26), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":151
+ * f.write("%d " %i)
+ * f.write("\n")
+ * for word in self.id2word: # <<<<<<<<<<<<<<
+ * f.write("%s %d " % (word, self.word2id[word]))
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(__pyx_v_self->id2word) || PyTuple_CheckExact(__pyx_v_self->id2word)) {
+ __pyx_t_4 = __pyx_v_self->id2word; __Pyx_INCREF(__pyx_t_4); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_self->id2word); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_6 = __pyx_t_3(__pyx_t_4);
+ if (unlikely(!__pyx_t_6)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[3]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_6);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":152
+ * f.write("\n")
+ * for word in self.id2word:
+ * f.write("%s %d " % (word, self.word2id[word])) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ *
+ */
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_self->word2id, __pyx_v_word); if (!__pyx_t_1) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_v_word);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_word);
+ __Pyx_GIVEREF(__pyx_v_word);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_27), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":153
+ * for word in self.id2word:
+ * f.write("%s %d " % (word, self.word2id[word]))
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def write_enhanced(self, char* filename):
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_28), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.DataArray.write_enhanced_handle", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_word);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_29write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_29write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_enhanced (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.DataArray.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9DataArray_28write_enhanced(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":155
+ * f.write("\n")
+ *
+ * def write_enhanced(self, char* filename): # <<<<<<<<<<<<<<
+ * with open(filename, "w") as f:
+ * self.write_enhanced_handle(self, f)
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_enhanced", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":156
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * self.write_enhanced_handle(self, f)
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":157
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f:
+ * self.write_enhanced_handle(self, f) # <<<<<<<<<<<<<<
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_29); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_self));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
+ __Pyx_INCREF(__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_f);
+ __Pyx_GIVEREF(__pyx_v_f);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":156
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * self.write_enhanced_handle(self, f)
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.DataArray.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_1, &__pyx_t_4) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_10 = PyObject_Call(__pyx_t_3, __pyx_t_8, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ if (__pyx_t_9 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_11 = ((!(__pyx_t_9 != 0)) != 0);
+ if (__pyx_t_11) {
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_ErrRestore(__pyx_t_2, __pyx_t_1, __pyx_t_4);
+ __pyx_t_2 = 0; __pyx_t_1 = 0; __pyx_t_4 = 0;
+ {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L18;
+ }
+ __pyx_L18:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_30, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L19;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L19:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.DataArray.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_7word2id_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_7word2id_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7word2id___get__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":10
+ *
+ * cdef class DataArray:
+ * cdef public word2id # <<<<<<<<<<<<<<
+ * cdef public id2word
+ * cdef public IntList data
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_7word2id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->word2id);
+ __pyx_r = __pyx_v_self->word2id;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_7word2id_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_7word2id_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7word2id_2__set__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_7word2id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->word2id);
+ __Pyx_DECREF(__pyx_v_self->word2id);
+ __pyx_v_self->word2id = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_7word2id_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_7word2id_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7word2id_4__del__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_7word2id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->word2id);
+ __Pyx_DECREF(__pyx_v_self->word2id);
+ __pyx_v_self->word2id = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_7id2word_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_7id2word_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7id2word___get__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":11
+ * cdef class DataArray:
+ * cdef public word2id
+ * cdef public id2word # <<<<<<<<<<<<<<
+ * cdef public IntList data
+ * cdef public IntList sent_id
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_7id2word___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->id2word);
+ __pyx_r = __pyx_v_self->id2word;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_7id2word_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_7id2word_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7id2word_2__set__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_7id2word_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->id2word);
+ __Pyx_DECREF(__pyx_v_self->id2word);
+ __pyx_v_self->id2word = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_7id2word_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_7id2word_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7id2word_4__del__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_7id2word_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->id2word);
+ __Pyx_DECREF(__pyx_v_self->id2word);
+ __pyx_v_self->id2word = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_4data_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_4data_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_4data___get__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":12
+ * cdef public word2id
+ * cdef public id2word
+ * cdef public IntList data # <<<<<<<<<<<<<<
+ * cdef public IntList sent_id
+ * cdef public IntList sent_index
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_4data___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->data));
+ __pyx_r = ((PyObject *)__pyx_v_self->data);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_4data_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_4data_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_4data_2__set__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_4data_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__set__", 0);
+ if (!(likely(((__pyx_v_value) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_value, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->data);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->data));
+ __pyx_v_self->data = ((struct __pyx_obj_3_sa_IntList *)__pyx_v_value);
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.DataArray.data.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_4data_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_4data_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_4data_4__del__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_4data_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->data);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->data));
+ __pyx_v_self->data = ((struct __pyx_obj_3_sa_IntList *)Py_None);
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_7sent_id_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_7sent_id_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7sent_id___get__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":13
+ * cdef public id2word
+ * cdef public IntList data
+ * cdef public IntList sent_id # <<<<<<<<<<<<<<
+ * cdef public IntList sent_index
+ * cdef bint use_sent_id
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_7sent_id___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->sent_id));
+ __pyx_r = ((PyObject *)__pyx_v_self->sent_id);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_7sent_id_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_7sent_id_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7sent_id_2__set__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_7sent_id_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__set__", 0);
+ if (!(likely(((__pyx_v_value) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_value, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->sent_id);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_id));
+ __pyx_v_self->sent_id = ((struct __pyx_obj_3_sa_IntList *)__pyx_v_value);
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.DataArray.sent_id.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_7sent_id_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_7sent_id_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_7sent_id_4__del__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_7sent_id_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->sent_id);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_id));
+ __pyx_v_self->sent_id = ((struct __pyx_obj_3_sa_IntList *)Py_None);
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9DataArray_10sent_index_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9DataArray_10sent_index_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_10sent_index___get__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":14
+ * cdef public IntList data
+ * cdef public IntList sent_id
+ * cdef public IntList sent_index # <<<<<<<<<<<<<<
+ * cdef bint use_sent_id
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_9DataArray_10sent_index___get__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->sent_index));
+ __pyx_r = ((PyObject *)__pyx_v_self->sent_index);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_10sent_index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_10sent_index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_10sent_index_2__set__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_10sent_index_2__set__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__set__", 0);
+ if (!(likely(((__pyx_v_value) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_value, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->sent_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_index));
+ __pyx_v_self->sent_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_v_value);
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.DataArray.sent_index.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9DataArray_10sent_index_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_9DataArray_10sent_index_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9DataArray_10sent_index_4__del__(((struct __pyx_obj_3_sa_DataArray *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9DataArray_10sent_index_4__del__(struct __pyx_obj_3_sa_DataArray *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->sent_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_index));
+ __pyx_v_self->sent_index = ((struct __pyx_obj_3_sa_IntList *)Py_None);
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_f_3_sa_9Alignment_link(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_i, int __pyx_v_j) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("link", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":16
+ * cdef int link(self, int i, int j):
+ * """Integerizes an alignment link pair"""
+ * return i * ALIGNMENT_CODE + j # <<<<<<<<<<<<<<
+ *
+ * def unlink(self, link):
+ */
+ __pyx_r = ((__pyx_v_i * __pyx_v_3_sa_ALIGNMENT_CODE) + __pyx_v_j);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_1unlink(PyObject *__pyx_v_self, PyObject *__pyx_v_link); /*proto*/
+static char __pyx_doc_3_sa_9Alignment_unlink[] = "De-integerizes an alignment link pair";
+static PyObject *__pyx_pw_3_sa_9Alignment_1unlink(PyObject *__pyx_v_self, PyObject *__pyx_v_link) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("unlink (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9Alignment_unlink(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((PyObject *)__pyx_v_link));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":18
+ * return i * ALIGNMENT_CODE + j
+ *
+ * def unlink(self, link): # <<<<<<<<<<<<<<
+ * """De-integerizes an alignment link pair"""
+ * return (link / ALIGNMENT_CODE, link % ALIGNMENT_CODE)
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("unlink", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":20
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_3_sa_ALIGNMENT_CODE); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_link, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_3_sa_ALIGNMENT_CODE); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyNumber_Remainder(__pyx_v_link, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_2 = 0;
+ __pyx_t_3 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.Alignment.unlink", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":22
+ * 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
+ */
+
+static PyObject *__pyx_f_3_sa_9Alignment__unlink(CYTHON_UNUSED struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_link, int *__pyx_v_f, int *__pyx_v_e) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("_unlink", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":23
+ *
+ * cdef _unlink(self, int link, int* f, int* e):
+ * f[0] = link / ALIGNMENT_CODE # <<<<<<<<<<<<<<
+ * e[0] = link % ALIGNMENT_CODE
+ *
+ */
+ if (unlikely(__pyx_v_3_sa_ALIGNMENT_CODE == 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[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_3_sa_ALIGNMENT_CODE == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_link))) {
+ #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[4]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ (__pyx_v_f[0]) = __Pyx_div_int(__pyx_v_link, __pyx_v_3_sa_ALIGNMENT_CODE);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":24
+ * 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):
+ */
+ if (unlikely(__pyx_v_3_sa_ALIGNMENT_CODE == 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[4]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ (__pyx_v_e[0]) = __Pyx_mod_int(__pyx_v_link, __pyx_v_3_sa_ALIGNMENT_CODE);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.Alignment._unlink", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_3get_sent_links(PyObject *__pyx_v_self, PyObject *__pyx_arg_sent_id); /*proto*/
+static PyObject *__pyx_pw_3_sa_9Alignment_3get_sent_links(PyObject *__pyx_v_self, PyObject *__pyx_arg_sent_id) {
+ int __pyx_v_sent_id;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_sent_links (wrapper)", 0);
+ assert(__pyx_arg_sent_id); {
+ __pyx_v_sent_id = __Pyx_PyInt_AsInt(__pyx_arg_sent_id); if (unlikely((__pyx_v_sent_id == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.get_sent_links", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_2get_sent_links(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((int)__pyx_v_sent_id));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":26
+ * e[0] = link % ALIGNMENT_CODE
+ *
+ * def get_sent_links(self, int sent_id): # <<<<<<<<<<<<<<
+ * cdef IntList sent_links
+ * cdef int* arr
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id) {
+ struct __pyx_obj_3_sa_IntList *__pyx_v_sent_links = 0;
+ int *__pyx_v_arr;
+ int __pyx_v_arr_len;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_sent_links", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":30
+ * 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)
+ */
+ __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[4]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_sent_links = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":31
+ * 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)
+ */
+ __pyx_v_arr = ((struct __pyx_vtabstruct_3_sa_Alignment *)__pyx_v_self->__pyx_vtab)->_get_sent_links(__pyx_v_self, __pyx_v_sent_id, (&__pyx_v_arr_len));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":32
+ * 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
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_sent_links->__pyx_vtab)->_extend_arr(__pyx_v_sent_links, __pyx_v_arr, (__pyx_v_arr_len * 2));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":33
+ * arr = self._get_sent_links(sent_id, &arr_len)
+ * sent_links._extend_arr(arr, arr_len*2)
+ * free(arr) # <<<<<<<<<<<<<<
+ * return sent_links
+ *
+ */
+ free(__pyx_v_arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":34
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_sent_links));
+ __pyx_r = ((PyObject *)__pyx_v_sent_links);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Alignment.get_sent_links", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_sent_links);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":36
+ * return sent_links
+ *
+ * cdef int* _get_sent_links(self, int sent_id, int* num_links): # <<<<<<<<<<<<<<
+ * cdef int* sent_links
+ * cdef int i, start, end
+ */
+
+static int *__pyx_f_3_sa_9Alignment__get_sent_links(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id, int *__pyx_v_num_links) {
+ int *__pyx_v_sent_links;
+ int __pyx_v_i;
+ int __pyx_v_start;
+ int __pyx_v_end;
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("_get_sent_links", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":39
+ * 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
+ */
+ __pyx_v_start = (__pyx_v_self->sent_index->arr[__pyx_v_sent_id]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":40
+ * cdef int i, start, end
+ * start = self.sent_index.arr[sent_id]
+ * end = self.sent_index.arr[sent_id+1] # <<<<<<<<<<<<<<
+ * num_links[0] = end - start
+ * sent_links = <int*> malloc(2*num_links[0]*sizeof(int))
+ */
+ __pyx_v_end = (__pyx_v_self->sent_index->arr[(__pyx_v_sent_id + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":41
+ * start = self.sent_index.arr[sent_id]
+ * end = self.sent_index.arr[sent_id+1]
+ * num_links[0] = end - start # <<<<<<<<<<<<<<
+ * sent_links = <int*> malloc(2*num_links[0]*sizeof(int))
+ * for i from 0 <= i < num_links[0]:
+ */
+ (__pyx_v_num_links[0]) = (__pyx_v_end - __pyx_v_start);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":42
+ * end = self.sent_index.arr[sent_id+1]
+ * num_links[0] = end - start
+ * sent_links = <int*> malloc(2*num_links[0]*sizeof(int)) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < num_links[0]:
+ * self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1)
+ */
+ __pyx_v_sent_links = ((int *)malloc(((2 * (__pyx_v_num_links[0])) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":43
+ * num_links[0] = end - start
+ * sent_links = <int*> malloc(2*num_links[0]*sizeof(int))
+ * for i from 0 <= i < num_links[0]: # <<<<<<<<<<<<<<
+ * self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1)
+ * return sent_links
+ */
+ __pyx_t_1 = (__pyx_v_num_links[0]);
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":44
+ * sent_links = <int*> malloc(2*num_links[0]*sizeof(int))
+ * for i from 0 <= i < num_links[0]:
+ * self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1) # <<<<<<<<<<<<<<
+ * return sent_links
+ *
+ */
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_Alignment *)__pyx_v_self->__pyx_vtab)->_unlink(__pyx_v_self, (__pyx_v_self->links->arr[(__pyx_v_start + __pyx_v_i)]), (__pyx_v_sent_links + (2 * __pyx_v_i)), ((__pyx_v_sent_links + (2 * __pyx_v_i)) + 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 44; __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/alignment.pxi":45
+ * 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):
+ */
+ __pyx_r = __pyx_v_sent_links;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_WriteUnraisable("_sa.Alignment._get_sent_links", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9Alignment_5__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_9Alignment_5__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_from_binary = 0;
+ PyObject *__pyx_v_from_text = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__from_binary,&__pyx_n_s__from_text,0};
+ PyObject* values[2] = {0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":47
+ * return sent_links
+ *
+ * def __cinit__(self, from_binary=None, from_text=None): # <<<<<<<<<<<<<<
+ * self.links = IntList(1000,1000)
+ * self.sent_index = IntList(1000,1000)
+ */
+ values[0] = ((PyObject *)Py_None);
+ values[1] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_binary);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_text);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_from_binary = values[0];
+ __pyx_v_from_text = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[4]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_4__cinit__(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), __pyx_v_from_binary, __pyx_v_from_text);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":48
+ *
+ * def __cinit__(self, from_binary=None, from_text=None):
+ * self.links = IntList(1000,1000) # <<<<<<<<<<<<<<
+ * self.sent_index = IntList(1000,1000)
+ * if from_binary:
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_31), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->links);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->links));
+ __pyx_v_self->links = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":49
+ * 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)
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_k_tuple_32), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->sent_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sent_index));
+ __pyx_v_self->sent_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":50
+ * self.links = IntList(1000,1000)
+ * self.sent_index = IntList(1000,1000)
+ * if from_binary: # <<<<<<<<<<<<<<
+ * self.read_binary(from_binary)
+ * elif from_text:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_binary); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":51
+ * self.sent_index = IntList(1000,1000)
+ * if from_binary:
+ * self.read_binary(from_binary) # <<<<<<<<<<<<<<
+ * elif from_text:
+ * self.read_text(from_text)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_binary); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_binary);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_binary);
+ __Pyx_GIVEREF(__pyx_v_from_binary);
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":52
+ * if from_binary:
+ * self.read_binary(from_binary)
+ * elif from_text: # <<<<<<<<<<<<<<
+ * self.read_text(from_text)
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_text); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":53
+ * self.read_binary(from_binary)
+ * elif from_text:
+ * self.read_text(from_text) # <<<<<<<<<<<<<<
+ *
+ * def read_text(self, char* filename):
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_text); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_text);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_text);
+ __Pyx_GIVEREF(__pyx_v_from_text);
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.Alignment.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_7read_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9Alignment_7read_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_6read_text(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":55
+ * self.read_text(from_text)
+ *
+ * def read_text(self, char* filename): # <<<<<<<<<<<<<<
+ * with gzip_or_text(filename) as f:
+ * for line in f:
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_6read_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_line = NULL;
+ PyObject *__pyx_v_pairs = NULL;
+ PyObject *__pyx_v_pair = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_j = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ Py_ssize_t __pyx_t_10;
+ PyObject *(*__pyx_t_11)(PyObject *);
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ PyObject *__pyx_t_14 = NULL;
+ PyObject *(*__pyx_t_15)(PyObject *);
+ int __pyx_t_16;
+ int __pyx_t_17;
+ int __pyx_t_18;
+ PyObject *__pyx_t_19 = NULL;
+ int __pyx_t_20;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":56
+ *
+ * def read_text(self, char* filename):
+ * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<<
+ * for line in f:
+ * self.sent_index.append(len(self.links))
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__gzip_or_text); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_v_f = __pyx_t_1;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":57
+ * 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()
+ */
+ if (PyList_CheckExact(__pyx_v_f) || PyTuple_CheckExact(__pyx_v_f)) {
+ __pyx_t_1 = __pyx_v_f; __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_9(__pyx_t_1);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_line);
+ __pyx_v_line = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":58
+ * 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:
+ */
+ __pyx_t_2 = ((PyObject *)__pyx_v_self->links);
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_10 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_10); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->sent_index), __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":59
+ * for line in f:
+ * self.sent_index.append(len(self.links))
+ * pairs = line.split() # <<<<<<<<<<<<<<
+ * for pair in pairs:
+ * (i, j) = map(int, pair.split('-'))
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_XDECREF(__pyx_v_pairs);
+ __pyx_v_pairs = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":60
+ * 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))
+ */
+ if (PyList_CheckExact(__pyx_v_pairs) || PyTuple_CheckExact(__pyx_v_pairs)) {
+ __pyx_t_2 = __pyx_v_pairs; __Pyx_INCREF(__pyx_t_2); __pyx_t_10 = 0;
+ __pyx_t_11 = NULL;
+ } else {
+ __pyx_t_10 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_pairs); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_11 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_3); __pyx_t_10++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_10); __Pyx_INCREF(__pyx_t_3); __pyx_t_10++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_3 = __pyx_t_11(__pyx_t_2);
+ if (unlikely(!__pyx_t_3)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_3);
+ }
+ __Pyx_XDECREF(__pyx_v_pair);
+ __pyx_v_pair = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":61
+ * 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))
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_pair, __pyx_n_s__split); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_12 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_34), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_builtin_map, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ if ((likely(PyTuple_CheckExact(__pyx_t_12))) || (PyList_CheckExact(__pyx_t_12))) {
+ PyObject* sequence = __pyx_t_12;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_13 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_13 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_13);
+ #else
+ __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_13 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ #endif
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_14 = PyObject_GetIter(__pyx_t_12); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_15 = Py_TYPE(__pyx_t_14)->tp_iternext;
+ index = 0; __pyx_t_3 = __pyx_t_15(__pyx_t_14); if (unlikely(!__pyx_t_3)) goto __pyx_L20_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_3);
+ index = 1; __pyx_t_13 = __pyx_t_15(__pyx_t_14); if (unlikely(!__pyx_t_13)) goto __pyx_L20_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_13);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_15(__pyx_t_14), 2) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_15 = NULL;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ goto __pyx_L21_unpacking_done;
+ __pyx_L20_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __pyx_t_15 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_L21_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_3;
+ __pyx_t_3 = 0;
+ __Pyx_XDECREF(__pyx_v_j);
+ __pyx_v_j = __pyx_t_13;
+ __pyx_t_13 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":62
+ * for pair in pairs:
+ * (i, j) = map(int, pair.split('-'))
+ * self.links.append(self.link(i, j)) # <<<<<<<<<<<<<<
+ * self.sent_index.append(len(self.links))
+ *
+ */
+ __pyx_t_16 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_16 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_17 = __Pyx_PyInt_AsInt(__pyx_v_j); if (unlikely((__pyx_t_17 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_12 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_Alignment *)__pyx_v_self->__pyx_vtab)->link(__pyx_v_self, __pyx_t_16, __pyx_t_17)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_13 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->links), __pyx_t_12); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":63
+ * (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):
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_self->links);
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_8 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_8); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->sent_index), __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":56
+ *
+ * def read_text(self, char* filename):
+ * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<<
+ * for line in f:
+ * self.sent_index.append(len(self.links))
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.Alignment.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_1, &__pyx_t_13) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_12 = PyTuple_New(3); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_12, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_13);
+ PyTuple_SET_ITEM(__pyx_t_12, 2, __pyx_t_13);
+ __Pyx_GIVEREF(__pyx_t_13);
+ __pyx_t_19 = PyObject_Call(__pyx_t_4, __pyx_t_12, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_19)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_19);
+ __pyx_t_18 = __Pyx_PyObject_IsTrue(__pyx_t_19);
+ __Pyx_DECREF(__pyx_t_19); __pyx_t_19 = 0;
+ if (__pyx_t_18 < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_20 = ((!(__pyx_t_18 != 0)) != 0);
+ if (__pyx_t_20) {
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_13);
+ __Pyx_ErrRestore(__pyx_t_2, __pyx_t_1, __pyx_t_13);
+ __pyx_t_2 = 0; __pyx_t_1 = 0; __pyx_t_13 = 0;
+ {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_4) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_35, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_20 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_20 < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L25;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L1_error;
+ __pyx_L25:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_13);
+ __Pyx_XDECREF(__pyx_t_14);
+ __Pyx_AddTraceback("_sa.Alignment.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_line);
+ __Pyx_XDECREF(__pyx_v_pairs);
+ __Pyx_XDECREF(__pyx_v_pair);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_j);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_9read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9Alignment_9read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_8read_binary(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":65
+ * self.sent_index.append(len(self.links))
+ *
+ * def read_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_8read_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":67
+ * def read_binary(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "r") # <<<<<<<<<<<<<<
+ * self.links.read_handle(f)
+ * self.sent_index.read_handle(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":68
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ * self.links.read_handle(f) # <<<<<<<<<<<<<<
+ * self.sent_index.read_handle(f)
+ * fclose(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->links->__pyx_vtab)->read_handle(__pyx_v_self->links, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":69
+ * f = fopen(filename, "r")
+ * self.links.read_handle(f)
+ * self.sent_index.read_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sent_index->__pyx_vtab)->read_handle(__pyx_v_self->sent_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":70
+ * self.links.read_handle(f)
+ * self.sent_index.read_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * def write_text(self, char* filename):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_11write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9Alignment_11write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_10write_text(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":72
+ * fclose(f)
+ *
+ * def write_text(self, char* filename): # <<<<<<<<<<<<<<
+ * with open(filename, "w") as f:
+ * sent_num = 0
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_10write_text(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_sent_num = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_link = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ PyObject *__pyx_t_14 = NULL;
+ int __pyx_t_15;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":73
+ *
+ * def write_text(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * sent_num = 0
+ * for i, link in enumerate(self.links):
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":74
+ * 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]:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_sent_num = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":75
+ * 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")
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_4 = __pyx_int_0;
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->links)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->links))) {
+ __pyx_t_1 = ((PyObject *)__pyx_v_self->links); __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_self->links)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_9(__pyx_t_1);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_link);
+ __pyx_v_link = __pyx_t_2;
+ __pyx_t_2 = 0;
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4);
+ __pyx_t_4 = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":76
+ * 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
+ */
+ while (1) {
+ __pyx_t_2 = PyObject_GetItem(((PyObject *)__pyx_v_self->sent_index), __pyx_v_sent_num); if (!__pyx_t_2) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_10 = PyObject_RichCompare(__pyx_v_i, __pyx_t_2, Py_GE); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_10); if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ if (!__pyx_t_11) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":77
+ * 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))
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_2 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_36), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":78
+ * 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")
+ */
+ __pyx_t_2 = PyNumber_Add(__pyx_v_sent_num, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_sent_num);
+ __pyx_v_sent_num = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":79
+ * f.write("\n")
+ * sent_num = sent_num + 1
+ * f.write("%d-%d " % self.unlink(link)) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__unlink); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_v_link);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_v_link);
+ __Pyx_GIVEREF(__pyx_v_link);
+ __pyx_t_13 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_37), __pyx_t_13); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __pyx_t_13 = PyTuple_New(1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ PyTuple_SET_ITEM(__pyx_t_13, 0, ((PyObject *)__pyx_t_12));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_12));
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_13), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":80
+ * sent_num = sent_num + 1
+ * f.write("%d-%d " % self.unlink(link))
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def write_binary(self, char* filename):
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_38), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":73
+ *
+ * def write_text(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * sent_num = 0
+ * for i, link in enumerate(self.links):
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.Alignment.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_4, &__pyx_t_12) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_13 = PyTuple_New(3); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_13, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_13, 2, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_14 = PyObject_Call(__pyx_t_3, __pyx_t_13, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_15 = ((!(__pyx_t_11 != 0)) != 0);
+ if (__pyx_t_15) {
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_ErrRestore(__pyx_t_1, __pyx_t_4, __pyx_t_12);
+ __pyx_t_1 = 0; __pyx_t_4 = 0; __pyx_t_12 = 0;
+ {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_39, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_15 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_15 < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L23;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L23:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_13);
+ __Pyx_AddTraceback("_sa.Alignment.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_sent_num);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_link);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_13write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9Alignment_13write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_12write_binary(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":82
+ * f.write("\n")
+ *
+ * def write_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_12write_binary(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":84
+ * def write_binary(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "w") # <<<<<<<<<<<<<<
+ * self.links.write_handle(f)
+ * self.sent_index.write_handle(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":85
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ * self.links.write_handle(f) # <<<<<<<<<<<<<<
+ * self.sent_index.write_handle(f)
+ * fclose(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->links->__pyx_vtab)->write_handle(__pyx_v_self->links, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":86
+ * f = fopen(filename, "w")
+ * self.links.write_handle(f)
+ * self.sent_index.write_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sent_index->__pyx_vtab)->write_handle(__pyx_v_self->sent_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":87
+ * self.links.write_handle(f)
+ * self.sent_index.write_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * def write_enhanced(self, char* filename):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_15write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_9Alignment_15write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_enhanced (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Alignment.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9Alignment_14write_enhanced(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":89
+ * fclose(f)
+ *
+ * def write_enhanced(self, char* filename): # <<<<<<<<<<<<<<
+ * with open(filename, "w") as f:
+ * sent_num = 1
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ CYTHON_UNUSED long __pyx_v_sent_num;
+ PyObject *__pyx_v_link = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ PyObject *__pyx_t_12 = NULL;
+ int __pyx_t_13;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_enhanced", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":90
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * sent_num = 1
+ * for link in self.links:
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":91
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f:
+ * sent_num = 1 # <<<<<<<<<<<<<<
+ * for link in self.links:
+ * f.write("%d " % link)
+ */
+ __pyx_v_sent_num = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":92
+ * with open(filename, "w") as f:
+ * sent_num = 1
+ * for link in self.links: # <<<<<<<<<<<<<<
+ * f.write("%d " % link)
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->links)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->links))) {
+ __pyx_t_4 = ((PyObject *)__pyx_v_self->links); __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(((PyObject *)__pyx_v_self->links)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_9(__pyx_t_4);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_link);
+ __pyx_v_link = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":93
+ * sent_num = 1
+ * for link in self.links:
+ * f.write("%d " % link) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ * for i in self.sent_index:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_link); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":94
+ * for link in self.links:
+ * f.write("%d " % link)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ * for i in self.sent_index:
+ * f.write("%d " % i)
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_40), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":95
+ * f.write("%d " % link)
+ * f.write("\n")
+ * for i in self.sent_index: # <<<<<<<<<<<<<<
+ * f.write("%d " % i)
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->sent_index)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->sent_index))) {
+ __pyx_t_2 = ((PyObject *)__pyx_v_self->sent_index); __Pyx_INCREF(__pyx_t_2); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_2 = PyObject_GetIter(((PyObject *)__pyx_v_self->sent_index)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_9 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_9(__pyx_t_2);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[4]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":96
+ * f.write("\n")
+ * for i in self.sent_index:
+ * f.write("%d " % i) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ *
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_10));
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_10));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_10));
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":97
+ * for i in self.sent_index:
+ * f.write("%d " % i)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def alignment(self, i):
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_10 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_41), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":90
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * sent_num = 1
+ * for link in self.links:
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.Alignment.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_10, &__pyx_t_2, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_12 = PyObject_Call(__pyx_t_3, __pyx_t_4, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_13 = ((!(__pyx_t_11 != 0)) != 0);
+ if (__pyx_t_13) {
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_ErrRestore(__pyx_t_10, __pyx_t_2, __pyx_t_1);
+ __pyx_t_10 = 0; __pyx_t_2 = 0; __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_42, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_13 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_13 < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L23;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L23:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.Alignment.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_link);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9Alignment_17alignment(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static char __pyx_doc_3_sa_9Alignment_16alignment[] = "Return all (e,f) pairs for sentence i";
+static PyObject *__pyx_pw_3_sa_9Alignment_17alignment(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("alignment (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9Alignment_16alignment(((struct __pyx_obj_3_sa_Alignment *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":99
+ * f.write("\n")
+ *
+ * def alignment(self, i): # <<<<<<<<<<<<<<
+ * """Return all (e,f) pairs for sentence i"""
+ * cdef int j, start, end
+ */
+
+static PyObject *__pyx_pf_3_sa_9Alignment_16alignment(struct __pyx_obj_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i) {
+ int __pyx_v_j;
+ int __pyx_v_start;
+ int __pyx_v_end;
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("alignment", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":102
+ * """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]
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 102; __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/alignment.pxi":103
+ * 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:
+ */
+ __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_start = (__pyx_v_self->sent_index->arr[__pyx_t_2]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":104
+ * 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]))
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_i, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_end = (__pyx_v_self->sent_index->arr[__pyx_t_2]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":105
+ * 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
+ */
+ __pyx_t_3 = __pyx_v_end;
+ for (__pyx_v_j = __pyx_v_start; __pyx_v_j < __pyx_t_3; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":106
+ * end = self.sent_index.arr[i+1]
+ * for j from start <= j < end:
+ * result.append(self.unlink(self.links.arr[j])) # <<<<<<<<<<<<<<
+ * return result
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__unlink); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyInt_FromLong((__pyx_v_self->links->arr[__pyx_v_j])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_t_6 = __Pyx_PyList_Append(__pyx_v_result, __pyx_t_4); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":107
+ * for j from start <= j < end:
+ * result.append(self.unlink(self.links.arr[j]))
+ * return result # <<<<<<<<<<<<<<
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ __pyx_r = ((PyObject *)__pyx_v_result);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.Alignment.alignment", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":15
+ * int val
+ *
+ * cdef _node* new_node(int key): # <<<<<<<<<<<<<<
+ * cdef _node* n
+ * n = <_node*> malloc(sizeof(_node))
+ */
+
+static struct __pyx_t_3_sa__node *__pyx_f_3_sa_new_node(int __pyx_v_key) {
+ struct __pyx_t_3_sa__node *__pyx_v_n;
+ struct __pyx_t_3_sa__node *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("new_node", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":17
+ * cdef _node* new_node(int key):
+ * cdef _node* n
+ * n = <_node*> malloc(sizeof(_node)) # <<<<<<<<<<<<<<
+ * n.smaller = NULL
+ * n.bigger = NULL
+ */
+ __pyx_v_n = ((struct __pyx_t_3_sa__node *)malloc((sizeof(struct __pyx_t_3_sa__node))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":18
+ * cdef _node* n
+ * n = <_node*> malloc(sizeof(_node))
+ * n.smaller = NULL # <<<<<<<<<<<<<<
+ * n.bigger = NULL
+ * n.key = key
+ */
+ __pyx_v_n->smaller = NULL;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":19
+ * n = <_node*> malloc(sizeof(_node))
+ * n.smaller = NULL
+ * n.bigger = NULL # <<<<<<<<<<<<<<
+ * n.key = key
+ * n.val = 0
+ */
+ __pyx_v_n->bigger = NULL;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":20
+ * n.smaller = NULL
+ * n.bigger = NULL
+ * n.key = key # <<<<<<<<<<<<<<
+ * n.val = 0
+ * return n
+ */
+ __pyx_v_n->key = __pyx_v_key;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":21
+ * n.bigger = NULL
+ * n.key = key
+ * n.val = 0 # <<<<<<<<<<<<<<
+ * return n
+ *
+ */
+ __pyx_v_n->val = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":22
+ * n.key = key
+ * n.val = 0
+ * return n # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_v_n;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":25
+ *
+ *
+ * cdef del_node(_node* n): # <<<<<<<<<<<<<<
+ * if n.smaller != NULL:
+ * del_node(n.smaller)
+ */
+
+static PyObject *__pyx_f_3_sa_del_node(struct __pyx_t_3_sa__node *__pyx_v_n) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("del_node", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":26
+ *
+ * cdef del_node(_node* n):
+ * if n.smaller != NULL: # <<<<<<<<<<<<<<
+ * del_node(n.smaller)
+ * if n.bigger != NULL:
+ */
+ __pyx_t_1 = ((__pyx_v_n->smaller != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":27
+ * cdef del_node(_node* n):
+ * if n.smaller != NULL:
+ * del_node(n.smaller) # <<<<<<<<<<<<<<
+ * if n.bigger != NULL:
+ * del_node(n.bigger)
+ */
+ __pyx_t_2 = __pyx_f_3_sa_del_node(__pyx_v_n->smaller); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":28
+ * if n.smaller != NULL:
+ * del_node(n.smaller)
+ * if n.bigger != NULL: # <<<<<<<<<<<<<<
+ * del_node(n.bigger)
+ * free(n)
+ */
+ __pyx_t_1 = ((__pyx_v_n->bigger != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":29
+ * del_node(n.smaller)
+ * if n.bigger != NULL:
+ * del_node(n.bigger) # <<<<<<<<<<<<<<
+ * free(n)
+ *
+ */
+ __pyx_t_2 = __pyx_f_3_sa_del_node(__pyx_v_n->bigger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":30
+ * if n.bigger != NULL:
+ * del_node(n.bigger)
+ * free(n) # <<<<<<<<<<<<<<
+ *
+ * cdef int* get_val(_node* n, int key):
+ */
+ free(__pyx_v_n);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.del_node", __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/bilex.pxi":32
+ * free(n)
+ *
+ * cdef int* get_val(_node* n, int key): # <<<<<<<<<<<<<<
+ * if key == n.key:
+ * return &n.val
+ */
+
+static int *__pyx_f_3_sa_get_val(struct __pyx_t_3_sa__node *__pyx_v_n, int __pyx_v_key) {
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("get_val", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":33
+ *
+ * cdef int* get_val(_node* n, int key):
+ * if key == n.key: # <<<<<<<<<<<<<<
+ * return &n.val
+ * elif key < n.key:
+ */
+ __pyx_t_1 = ((__pyx_v_key == __pyx_v_n->key) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":34
+ * cdef int* get_val(_node* n, int key):
+ * if key == n.key:
+ * return &n.val # <<<<<<<<<<<<<<
+ * elif key < n.key:
+ * if n.smaller == NULL:
+ */
+ __pyx_r = (&__pyx_v_n->val);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":35
+ * if key == n.key:
+ * return &n.val
+ * elif key < n.key: # <<<<<<<<<<<<<<
+ * if n.smaller == NULL:
+ * n.smaller = new_node(key)
+ */
+ __pyx_t_1 = ((__pyx_v_key < __pyx_v_n->key) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":36
+ * return &n.val
+ * elif key < n.key:
+ * if n.smaller == NULL: # <<<<<<<<<<<<<<
+ * n.smaller = new_node(key)
+ * return &(n.smaller.val)
+ */
+ __pyx_t_1 = ((__pyx_v_n->smaller == NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":37
+ * elif key < n.key:
+ * if n.smaller == NULL:
+ * n.smaller = new_node(key) # <<<<<<<<<<<<<<
+ * return &(n.smaller.val)
+ * return get_val(n.smaller, key)
+ */
+ __pyx_v_n->smaller = __pyx_f_3_sa_new_node(__pyx_v_key);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":38
+ * if n.smaller == NULL:
+ * n.smaller = new_node(key)
+ * return &(n.smaller.val) # <<<<<<<<<<<<<<
+ * return get_val(n.smaller, key)
+ * else:
+ */
+ __pyx_r = (&__pyx_v_n->smaller->val);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":39
+ * n.smaller = new_node(key)
+ * return &(n.smaller.val)
+ * return get_val(n.smaller, key) # <<<<<<<<<<<<<<
+ * else:
+ * if n.bigger == NULL:
+ */
+ __pyx_r = __pyx_f_3_sa_get_val(__pyx_v_n->smaller, __pyx_v_key);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":41
+ * return get_val(n.smaller, key)
+ * else:
+ * if n.bigger == NULL: # <<<<<<<<<<<<<<
+ * n.bigger = new_node(key)
+ * return &(n.bigger.val)
+ */
+ __pyx_t_1 = ((__pyx_v_n->bigger == NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":42
+ * else:
+ * if n.bigger == NULL:
+ * n.bigger = new_node(key) # <<<<<<<<<<<<<<
+ * return &(n.bigger.val)
+ * return get_val(n.bigger, key)
+ */
+ __pyx_v_n->bigger = __pyx_f_3_sa_new_node(__pyx_v_key);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":43
+ * if n.bigger == NULL:
+ * n.bigger = new_node(key)
+ * return &(n.bigger.val) # <<<<<<<<<<<<<<
+ * return get_val(n.bigger, key)
+ *
+ */
+ __pyx_r = (&__pyx_v_n->bigger->val);
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":44
+ * n.bigger = new_node(key)
+ * return &(n.bigger.val)
+ * return get_val(n.bigger, key) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_f_3_sa_get_val(__pyx_v_n->bigger, __pyx_v_key);
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_5BiLex_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_5BiLex_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_from_text = 0;
+ PyObject *__pyx_v_from_data = 0;
+ PyObject *__pyx_v_from_binary = 0;
+ PyObject *__pyx_v_earray = 0;
+ PyObject *__pyx_v_fsarray = 0;
+ PyObject *__pyx_v_alignment = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__from_text,&__pyx_n_s__from_data,&__pyx_n_s__from_binary,&__pyx_n_s__earray,&__pyx_n_s__fsarray,&__pyx_n_s__alignment,0};
+ PyObject* values[6] = {0,0,0,0,0,0};
+
+ /* "/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 = []
+ */
+ values[0] = ((PyObject *)Py_None);
+ values[1] = __pyx_k_43;
+ values[2] = ((PyObject *)Py_None);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":55
+ *
+ * def __cinit__(self, from_text=None, from_data=False, from_binary=None,
+ * earray=None, fsarray=None, alignment=None): # <<<<<<<<<<<<<<
+ * self.id2eword = []
+ * self.id2fword = []
+ */
+ values[3] = ((PyObject *)Py_None);
+ values[4] = ((PyObject *)Py_None);
+ values[5] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_text);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_data);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_binary);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ case 3:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__earray);
+ if (value) { values[3] = value; kw_args--; }
+ }
+ case 4:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fsarray);
+ if (value) { values[4] = value; kw_args--; }
+ }
+ case 5:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alignment);
+ if (value) { values[5] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_from_text = values[0];
+ __pyx_v_from_data = values[1];
+ __pyx_v_from_binary = values[2];
+ __pyx_v_earray = values[3];
+ __pyx_v_fsarray = values[4];
+ __pyx_v_alignment = values[5];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex___cinit__(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), __pyx_v_from_text, __pyx_v_from_data, __pyx_v_from_binary, __pyx_v_earray, __pyx_v_fsarray, __pyx_v_alignment);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/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 = []
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":56
+ * def __cinit__(self, from_text=None, from_data=False, from_binary=None,
+ * earray=None, fsarray=None, alignment=None):
+ * self.id2eword = [] # <<<<<<<<<<<<<<
+ * self.id2fword = []
+ * self.eword2id = {}
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->id2eword);
+ __Pyx_DECREF(__pyx_v_self->id2eword);
+ __pyx_v_self->id2eword = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":57
+ * earray=None, fsarray=None, alignment=None):
+ * self.id2eword = []
+ * self.id2fword = [] # <<<<<<<<<<<<<<
+ * self.eword2id = {}
+ * self.fword2id = {}
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->id2fword);
+ __Pyx_DECREF(__pyx_v_self->id2fword);
+ __pyx_v_self->id2fword = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":58
+ * self.id2eword = []
+ * self.id2fword = []
+ * self.eword2id = {} # <<<<<<<<<<<<<<
+ * self.fword2id = {}
+ * self.e_index = IntList()
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->eword2id);
+ __Pyx_DECREF(__pyx_v_self->eword2id);
+ __pyx_v_self->eword2id = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":59
+ * self.id2fword = []
+ * self.eword2id = {}
+ * self.fword2id = {} # <<<<<<<<<<<<<<
+ * self.e_index = IntList()
+ * self.f_index = IntList()
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->fword2id);
+ __Pyx_DECREF(__pyx_v_self->fword2id);
+ __pyx_v_self->fword2id = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":60
+ * self.eword2id = {}
+ * self.fword2id = {}
+ * self.e_index = IntList() # <<<<<<<<<<<<<<
+ * self.f_index = IntList()
+ * self.col1 = FloatList()
+ */
+ __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[5]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->e_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->e_index));
+ __pyx_v_self->e_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":61
+ * self.fword2id = {}
+ * self.e_index = IntList()
+ * self.f_index = IntList() # <<<<<<<<<<<<<<
+ * self.col1 = FloatList()
+ * self.col2 = FloatList()
+ */
+ __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[5]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->f_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->f_index));
+ __pyx_v_self->f_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":62
+ * self.e_index = IntList()
+ * self.f_index = IntList()
+ * self.col1 = FloatList() # <<<<<<<<<<<<<<
+ * self.col2 = FloatList()
+ * if from_binary:
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->col1);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->col1));
+ __pyx_v_self->col1 = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":63
+ * self.f_index = IntList()
+ * self.col1 = FloatList()
+ * self.col2 = FloatList() # <<<<<<<<<<<<<<
+ * if from_binary:
+ * self.read_binary(from_binary)
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->col2);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->col2));
+ __pyx_v_self->col2 = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":64
+ * self.col1 = FloatList()
+ * self.col2 = FloatList()
+ * if from_binary: # <<<<<<<<<<<<<<
+ * self.read_binary(from_binary)
+ * elif from_data:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_binary); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":65
+ * self.col2 = FloatList()
+ * if from_binary:
+ * self.read_binary(from_binary) # <<<<<<<<<<<<<<
+ * elif from_data:
+ * self.compute_from_data(fsarray, earray, alignment)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_binary); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_binary);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_binary);
+ __Pyx_GIVEREF(__pyx_v_from_binary);
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":66
+ * if from_binary:
+ * self.read_binary(from_binary)
+ * elif from_data: # <<<<<<<<<<<<<<
+ * self.compute_from_data(fsarray, earray, alignment)
+ * else:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_data); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":67
+ * self.read_binary(from_binary)
+ * elif from_data:
+ * self.compute_from_data(fsarray, earray, alignment) # <<<<<<<<<<<<<<
+ * else:
+ * self.read_text(from_text)
+ */
+ if (!(likely(((__pyx_v_fsarray) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_fsarray, __pyx_ptype_3_sa_SuffixArray))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (!(likely(((__pyx_v_earray) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_earray, __pyx_ptype_3_sa_DataArray))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (!(likely(((__pyx_v_alignment) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_alignment, __pyx_ptype_3_sa_Alignment))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->compute_from_data(__pyx_v_self, ((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_fsarray), ((struct __pyx_obj_3_sa_DataArray *)__pyx_v_earray), ((struct __pyx_obj_3_sa_Alignment *)__pyx_v_alignment)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":69
+ * self.compute_from_data(fsarray, earray, alignment)
+ * else:
+ * self.read_text(from_text) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_text); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_text);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_text);
+ __Pyx_GIVEREF(__pyx_v_from_text);
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.BiLex.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":72
+ *
+ *
+ * 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
+ */
+
+static PyObject *__pyx_f_3_sa_5BiLex_compute_from_data(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsa, struct __pyx_obj_3_sa_DataArray *__pyx_v_eda, struct __pyx_obj_3_sa_Alignment *__pyx_v_aa) {
+ int __pyx_v_sent_id;
+ int __pyx_v_num_links;
+ int __pyx_v_l;
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_f_i;
+ int __pyx_v_e_j;
+ int __pyx_v_I;
+ int __pyx_v_J;
+ int __pyx_v_V_E;
+ int __pyx_v_V_F;
+ int __pyx_v_num_pairs;
+ int *__pyx_v_fsent;
+ int *__pyx_v_esent;
+ int *__pyx_v_links;
+ int *__pyx_v_ealigned;
+ int *__pyx_v_faligned;
+ struct __pyx_t_3_sa__node **__pyx_v_dict;
+ int *__pyx_v_fmargin;
+ int *__pyx_v_emargin;
+ int *__pyx_v_count;
+ int __pyx_v_null_word;
+ PyObject *__pyx_v_word = NULL;
+ PyObject *__pyx_v_id = NULL;
+ PyObject *__pyx_v_num_sents = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_t_8;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("compute_from_data", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":79
+ * cdef int null_word
+ *
+ * null_word = 0 # <<<<<<<<<<<<<<
+ * for word in fsa.darray.id2word: # I miss list comprehensions
+ * self.id2fword.append(word)
+ */
+ __pyx_v_null_word = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":80
+ *
+ * null_word = 0
+ * for word in fsa.darray.id2word: # I miss list comprehensions # <<<<<<<<<<<<<<
+ * self.id2fword.append(word)
+ * self.id2fword[null_word] = "NULL"
+ */
+ if (PyList_CheckExact(__pyx_v_fsa->darray->id2word) || PyTuple_CheckExact(__pyx_v_fsa->darray->id2word)) {
+ __pyx_t_1 = __pyx_v_fsa->darray->id2word; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_fsa->darray->id2word); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":81
+ * 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):
+ */
+ __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->id2fword, __pyx_v_word); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":82
+ * 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
+ */
+ if (__Pyx_SetItemInt(__pyx_v_self->id2fword, __pyx_v_null_word, ((PyObject *)__pyx_n_s__NULL), sizeof(int), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":83
+ * self.id2fword.append(word)
+ * self.id2fword[null_word] = "NULL"
+ * for id, word in enumerate(self.id2fword): # <<<<<<<<<<<<<<
+ * self.fword2id[word] = id
+ *
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_1 = __pyx_int_0;
+ if (PyList_CheckExact(__pyx_v_self->id2fword) || PyTuple_CheckExact(__pyx_v_self->id2fword)) {
+ __pyx_t_4 = __pyx_v_self->id2fword; __Pyx_INCREF(__pyx_t_4); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_self->id2fword); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_3(__pyx_t_4);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_id);
+ __pyx_v_id = __pyx_t_1;
+ __pyx_t_5 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":84
+ * self.id2fword[null_word] = "NULL"
+ * for id, word in enumerate(self.id2fword):
+ * self.fword2id[word] = id # <<<<<<<<<<<<<<
+ *
+ * for word in eda.id2word:
+ */
+ if (PyObject_SetItem(__pyx_v_self->fword2id, __pyx_v_word, __pyx_v_id) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":86
+ * self.fword2id[word] = id
+ *
+ * for word in eda.id2word: # <<<<<<<<<<<<<<
+ * self.id2eword.append(word)
+ * self.id2eword[null_word] = "NULL"
+ */
+ if (PyList_CheckExact(__pyx_v_eda->id2word) || PyTuple_CheckExact(__pyx_v_eda->id2word)) {
+ __pyx_t_1 = __pyx_v_eda->id2word; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_eda->id2word); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":87
+ *
+ * for word in eda.id2word:
+ * self.id2eword.append(word) # <<<<<<<<<<<<<<
+ * self.id2eword[null_word] = "NULL"
+ * for id, word in enumerate(self.id2eword):
+ */
+ __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_self->id2eword, __pyx_v_word); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":88
+ * 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
+ */
+ if (__Pyx_SetItemInt(__pyx_v_self->id2eword, __pyx_v_null_word, ((PyObject *)__pyx_n_s__NULL), sizeof(int), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":89
+ * self.id2eword.append(word)
+ * self.id2eword[null_word] = "NULL"
+ * for id, word in enumerate(self.id2eword): # <<<<<<<<<<<<<<
+ * self.eword2id[word] = id
+ *
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_1 = __pyx_int_0;
+ if (PyList_CheckExact(__pyx_v_self->id2eword) || PyTuple_CheckExact(__pyx_v_self->id2eword)) {
+ __pyx_t_4 = __pyx_v_self->id2eword; __Pyx_INCREF(__pyx_t_4); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_self->id2eword); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_2); __Pyx_INCREF(__pyx_t_5); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_4, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_3(__pyx_t_4);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_id);
+ __pyx_v_id = __pyx_t_1;
+ __pyx_t_5 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":90
+ * self.id2eword[null_word] = "NULL"
+ * for id, word in enumerate(self.id2eword):
+ * self.eword2id[word] = id # <<<<<<<<<<<<<<
+ *
+ * num_pairs = 0
+ */
+ if (PyObject_SetItem(__pyx_v_self->eword2id, __pyx_v_word, __pyx_v_id) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":92
+ * self.eword2id[word] = id
+ *
+ * num_pairs = 0 # <<<<<<<<<<<<<<
+ *
+ * V_E = len(eda.id2word)
+ */
+ __pyx_v_num_pairs = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":94
+ * num_pairs = 0
+ *
+ * V_E = len(eda.id2word) # <<<<<<<<<<<<<<
+ * V_F = len(fsa.darray.id2word)
+ * fmargin = <int*> malloc(V_F*sizeof(int))
+ */
+ __pyx_t_1 = __pyx_v_eda->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_V_E = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":95
+ *
+ * V_E = len(eda.id2word)
+ * V_F = len(fsa.darray.id2word) # <<<<<<<<<<<<<<
+ * fmargin = <int*> malloc(V_F*sizeof(int))
+ * emargin = <int*> malloc(V_E*sizeof(int))
+ */
+ __pyx_t_1 = __pyx_v_fsa->darray->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_V_F = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":96
+ * V_E = len(eda.id2word)
+ * V_F = len(fsa.darray.id2word)
+ * fmargin = <int*> malloc(V_F*sizeof(int)) # <<<<<<<<<<<<<<
+ * emargin = <int*> malloc(V_E*sizeof(int))
+ * memset(fmargin, 0, V_F*sizeof(int))
+ */
+ __pyx_v_fmargin = ((int *)malloc((__pyx_v_V_F * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":97
+ * V_F = len(fsa.darray.id2word)
+ * fmargin = <int*> malloc(V_F*sizeof(int))
+ * emargin = <int*> malloc(V_E*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(fmargin, 0, V_F*sizeof(int))
+ * memset(emargin, 0, V_E*sizeof(int))
+ */
+ __pyx_v_emargin = ((int *)malloc((__pyx_v_V_E * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":98
+ * fmargin = <int*> malloc(V_F*sizeof(int))
+ * emargin = <int*> malloc(V_E*sizeof(int))
+ * memset(fmargin, 0, V_F*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(emargin, 0, V_E*sizeof(int))
+ *
+ */
+ memset(__pyx_v_fmargin, 0, (__pyx_v_V_F * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":99
+ * emargin = <int*> malloc(V_E*sizeof(int))
+ * memset(fmargin, 0, V_F*sizeof(int))
+ * memset(emargin, 0, V_E*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * dict = <_node**> malloc(V_F*sizeof(_node*))
+ */
+ memset(__pyx_v_emargin, 0, (__pyx_v_V_E * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":101
+ * memset(emargin, 0, V_E*sizeof(int))
+ *
+ * dict = <_node**> malloc(V_F*sizeof(_node*)) # <<<<<<<<<<<<<<
+ * memset(dict, 0, V_F*sizeof(_node*))
+ *
+ */
+ __pyx_v_dict = ((struct __pyx_t_3_sa__node **)malloc((__pyx_v_V_F * (sizeof(struct __pyx_t_3_sa__node *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":102
+ *
+ * dict = <_node**> malloc(V_F*sizeof(_node*))
+ * memset(dict, 0, V_F*sizeof(_node*)) # <<<<<<<<<<<<<<
+ *
+ * num_sents = len(fsa.darray.sent_index)
+ */
+ memset(__pyx_v_dict, 0, (__pyx_v_V_F * (sizeof(struct __pyx_t_3_sa__node *))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":104
+ * memset(dict, 0, V_F*sizeof(_node*))
+ *
+ * num_sents = len(fsa.darray.sent_index) # <<<<<<<<<<<<<<
+ * for sent_id from 0 <= sent_id < num_sents-1:
+ *
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_fsa->darray->sent_index);
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_num_sents = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":105
+ *
+ * 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]
+ */
+ __pyx_t_1 = PyNumber_Subtract(__pyx_v_num_sents, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_t_1); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ for (__pyx_v_sent_id = 0; __pyx_v_sent_id < __pyx_t_6; __pyx_v_sent_id++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":107
+ * for sent_id from 0 <= sent_id < num_sents-1:
+ *
+ * fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] # <<<<<<<<<<<<<<
+ * I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1
+ * faligned = <int*> malloc(I*sizeof(int))
+ */
+ __pyx_v_fsent = (__pyx_v_fsa->darray->data->arr + (__pyx_v_fsa->darray->sent_index->arr[__pyx_v_sent_id]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":108
+ *
+ * fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id]
+ * I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 # <<<<<<<<<<<<<<
+ * faligned = <int*> malloc(I*sizeof(int))
+ * memset(faligned, 0, I*sizeof(int))
+ */
+ __pyx_v_I = (((__pyx_v_fsa->darray->sent_index->arr[(__pyx_v_sent_id + 1)]) - (__pyx_v_fsa->darray->sent_index->arr[__pyx_v_sent_id])) - 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":109
+ * fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id]
+ * I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1
+ * faligned = <int*> malloc(I*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(faligned, 0, I*sizeof(int))
+ *
+ */
+ __pyx_v_faligned = ((int *)malloc((__pyx_v_I * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":110
+ * I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1
+ * faligned = <int*> malloc(I*sizeof(int))
+ * memset(faligned, 0, I*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * esent = eda.data.arr + eda.sent_index.arr[sent_id]
+ */
+ memset(__pyx_v_faligned, 0, (__pyx_v_I * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":112
+ * memset(faligned, 0, I*sizeof(int))
+ *
+ * esent = eda.data.arr + eda.sent_index.arr[sent_id] # <<<<<<<<<<<<<<
+ * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1
+ * ealigned = <int*> malloc(J*sizeof(int))
+ */
+ __pyx_v_esent = (__pyx_v_eda->data->arr + (__pyx_v_eda->sent_index->arr[__pyx_v_sent_id]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":113
+ *
+ * esent = eda.data.arr + eda.sent_index.arr[sent_id]
+ * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 # <<<<<<<<<<<<<<
+ * ealigned = <int*> malloc(J*sizeof(int))
+ * memset(ealigned, 0, J*sizeof(int))
+ */
+ __pyx_v_J = (((__pyx_v_eda->sent_index->arr[(__pyx_v_sent_id + 1)]) - (__pyx_v_eda->sent_index->arr[__pyx_v_sent_id])) - 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":114
+ * esent = eda.data.arr + eda.sent_index.arr[sent_id]
+ * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1
+ * ealigned = <int*> malloc(J*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(ealigned, 0, J*sizeof(int))
+ *
+ */
+ __pyx_v_ealigned = ((int *)malloc((__pyx_v_J * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":115
+ * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1
+ * ealigned = <int*> malloc(J*sizeof(int))
+ * memset(ealigned, 0, J*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * links = aa._get_sent_links(sent_id, &num_links)
+ */
+ memset(__pyx_v_ealigned, 0, (__pyx_v_J * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":117
+ * memset(ealigned, 0, J*sizeof(int))
+ *
+ * links = aa._get_sent_links(sent_id, &num_links) # <<<<<<<<<<<<<<
+ *
+ * for l from 0 <= l < num_links:
+ */
+ __pyx_v_links = ((struct __pyx_vtabstruct_3_sa_Alignment *)__pyx_v_aa->__pyx_vtab)->_get_sent_links(__pyx_v_aa, __pyx_v_sent_id, (&__pyx_v_num_links));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":119
+ * 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]
+ */
+ __pyx_t_7 = __pyx_v_num_links;
+ for (__pyx_v_l = 0; __pyx_v_l < __pyx_t_7; __pyx_v_l++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":120
+ *
+ * for l from 0 <= l < num_links:
+ * i = links[l*2] # <<<<<<<<<<<<<<
+ * j = links[l*2+1]
+ * if i >= I or j >= J:
+ */
+ __pyx_v_i = (__pyx_v_links[(__pyx_v_l * 2)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":121
+ * 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))
+ */
+ __pyx_v_j = (__pyx_v_links[((__pyx_v_l * 2) + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":122
+ * 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]
+ */
+ __pyx_t_8 = ((__pyx_v_i >= __pyx_v_I) != 0);
+ if (!__pyx_t_8) {
+ __pyx_t_9 = ((__pyx_v_j >= __pyx_v_J) != 0);
+ __pyx_t_10 = __pyx_t_9;
+ } else {
+ __pyx_t_10 = __pyx_t_8;
+ }
+ if (__pyx_t_10) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":123
+ * 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]
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_j); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_I); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_11 = PyInt_FromLong(__pyx_v_J); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = PyInt_FromLong((__pyx_v_sent_id + 1)); 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_t_13 = PyTuple_New(5); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_13, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_13, 2, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_13, 3, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_13, 4, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_1 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_5 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_44), ((PyObject *)__pyx_t_13)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0;
+ __pyx_t_13 = PyTuple_New(1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ PyTuple_SET_ITEM(__pyx_t_13, 0, ((PyObject *)__pyx_t_12));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_12));
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_t_13), NULL); 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]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":157
+ * 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:
+ */
+ (__pyx_v_fmargin[__pyx_v_null_word]) = ((__pyx_v_fmargin[__pyx_v_null_word]) + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":158
+ * 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)
+ */
+ (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":159
+ * 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
+ */
+ __pyx_t_10 = (((__pyx_v_dict[__pyx_v_null_word]) == NULL) != 0);
+ if (__pyx_t_10) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":160
+ * 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
+ */
+ (__pyx_v_dict[__pyx_v_null_word]) = __pyx_f_3_sa_new_node(__pyx_v_e_j);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":161
+ * if dict[null_word] == NULL:
+ * dict[null_word] = new_node(e_j)
+ * dict[null_word].val = 1 # <<<<<<<<<<<<<<
+ * num_pairs = num_pairs + 1
+ * else:
+ */
+ (__pyx_v_dict[__pyx_v_null_word])->val = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":162
+ * 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)
+ */
+ __pyx_v_num_pairs = (__pyx_v_num_pairs + 1);
+ goto __pyx_L26;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":164
+ * num_pairs = num_pairs + 1
+ * else:
+ * count = get_val(dict[null_word], 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_null_word]), __pyx_v_e_j);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":165
+ * else:
+ * count = get_val(dict[null_word], 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":166
+ * count = get_val(dict[null_word], e_j)
+ * if count[0] == 0:
+ * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<<
+ * count[0] = count[0] + 1
+ * free(links)
+ */
+ __pyx_v_num_pairs = (__pyx_v_num_pairs + 1);
+ goto __pyx_L27;
+ }
+ __pyx_L27:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":167
+ * if count[0] == 0:
+ * num_pairs = num_pairs + 1
+ * count[0] = count[0] + 1 # <<<<<<<<<<<<<<
+ * free(links)
+ * free(faligned)
+ */
+ (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1);
+ }
+ __pyx_L26:;
+ goto __pyx_L25;
+ }
+ __pyx_L25:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":168
+ * num_pairs = num_pairs + 1
+ * count[0] = count[0] + 1
+ * free(links) # <<<<<<<<<<<<<<
+ * free(faligned)
+ * free(ealigned)
+ */
+ free(__pyx_v_links);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":169
+ * count[0] = count[0] + 1
+ * free(links)
+ * free(faligned) # <<<<<<<<<<<<<<
+ * free(ealigned)
+ * self.f_index = IntList(initial_len=V_F)
+ */
+ free(__pyx_v_faligned);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":170
+ * free(links)
+ * free(faligned)
+ * free(ealigned) # <<<<<<<<<<<<<<
+ * self.f_index = IntList(initial_len=V_F)
+ * self.e_index = IntList(initial_len=num_pairs)
+ */
+ free(__pyx_v_ealigned);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":171
+ * 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)
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __pyx_t_13 = PyInt_FromLong(__pyx_v_V_F); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_13) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __pyx_t_13 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_GIVEREF(__pyx_t_13);
+ __Pyx_GOTREF(__pyx_v_self->f_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->f_index));
+ __pyx_v_self->f_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_13);
+ __pyx_t_13 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":172
+ * 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)
+ */
+ __pyx_t_13 = PyDict_New(); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_13));
+ __pyx_t_12 = PyInt_FromLong(__pyx_v_num_pairs); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ if (PyDict_SetItem(__pyx_t_13, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_12) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_13)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0;
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_v_self->e_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->e_index));
+ __pyx_v_self->e_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":173
+ * 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)
+ *
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __pyx_t_13 = PyInt_FromLong(__pyx_v_num_pairs); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_13) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __pyx_t_13 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_GIVEREF(__pyx_t_13);
+ __Pyx_GOTREF(__pyx_v_self->col1);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->col1));
+ __pyx_v_self->col1 = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_13);
+ __pyx_t_13 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":174
+ * 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
+ */
+ __pyx_t_13 = PyDict_New(); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_13));
+ __pyx_t_12 = PyInt_FromLong(__pyx_v_num_pairs); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ if (PyDict_SetItem(__pyx_t_13, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_12) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_13)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0;
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_v_self->col2);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->col2));
+ __pyx_v_self->col2 = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":176
+ * self.col2 = FloatList(initial_len=num_pairs)
+ *
+ * num_pairs = 0 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < V_F:
+ * #self.f_index[i] = num_pairs
+ */
+ __pyx_v_num_pairs = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":177
+ *
+ * num_pairs = 0
+ * for i from 0 <= i < V_F: # <<<<<<<<<<<<<<
+ * #self.f_index[i] = num_pairs
+ * self.f_index.set(i, num_pairs)
+ */
+ __pyx_t_6 = __pyx_v_V_F;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_6; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":179
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->f_index->__pyx_vtab)->set(__pyx_v_self->f_index, __pyx_v_i, __pyx_v_num_pairs);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":180
+ * #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])
+ */
+ __pyx_t_10 = (((__pyx_v_dict[__pyx_v_i]) != NULL) != 0);
+ if (__pyx_t_10) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":181
+ * 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)
+ */
+ __pyx_t_12 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->_add_node(__pyx_v_self, (__pyx_v_dict[__pyx_v_i]), (&__pyx_v_num_pairs), ((double)(__pyx_v_fmargin[__pyx_v_i])), __pyx_v_emargin); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":182
+ * if dict[i] != NULL:
+ * self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin)
+ * del_node(dict[i]) # <<<<<<<<<<<<<<
+ * free(fmargin)
+ * free(emargin)
+ */
+ __pyx_t_12 = __pyx_f_3_sa_del_node((__pyx_v_dict[__pyx_v_i])); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ goto __pyx_L30;
+ }
+ __pyx_L30:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":183
+ * self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin)
+ * del_node(dict[i])
+ * free(fmargin) # <<<<<<<<<<<<<<
+ * free(emargin)
+ * free(dict)
+ */
+ free(__pyx_v_fmargin);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":184
+ * del_node(dict[i])
+ * free(fmargin)
+ * free(emargin) # <<<<<<<<<<<<<<
+ * free(dict)
+ * return
+ */
+ free(__pyx_v_emargin);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":185
+ * free(fmargin)
+ * free(emargin)
+ * free(dict) # <<<<<<<<<<<<<<
+ * return
+ *
+ */
+ free(__pyx_v_dict);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":186
+ * free(emargin)
+ * free(dict)
+ * return # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_13);
+ __Pyx_AddTraceback("_sa.BiLex.compute_from_data", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_word);
+ __Pyx_XDECREF(__pyx_v_id);
+ __Pyx_XDECREF(__pyx_v_num_sents);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":189
+ *
+ *
+ * cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin): # <<<<<<<<<<<<<<
+ * cdef int loc
+ * if n.smaller != NULL:
+ */
+
+static PyObject *__pyx_f_3_sa_5BiLex__add_node(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, struct __pyx_t_3_sa__node *__pyx_v_n, int *__pyx_v_num_pairs, float __pyx_v_fmargin, int *__pyx_v_emargin) {
+ int __pyx_v_loc;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("_add_node", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":191
+ * 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]
+ */
+ __pyx_t_1 = ((__pyx_v_n->smaller != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":192
+ * 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)
+ */
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->_add_node(__pyx_v_self, __pyx_v_n->smaller, __pyx_v_num_pairs, __pyx_v_fmargin, __pyx_v_emargin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":193
+ * 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)
+ */
+ __pyx_v_loc = (__pyx_v_num_pairs[0]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":194
+ * 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]))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->e_index->__pyx_vtab)->set(__pyx_v_self->e_index, __pyx_v_loc, __pyx_v_n->key);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":195
+ * 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 (unlikely(__pyx_v_fmargin == 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[5]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->col1->__pyx_vtab)->set(__pyx_v_self->col1, __pyx_v_loc, (((double)__pyx_v_n->val) / __pyx_v_fmargin));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":196
+ * 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:
+ */
+ if (unlikely(((double)(__pyx_v_emargin[__pyx_v_n->key])) == 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[5]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->col2->__pyx_vtab)->set(__pyx_v_self->col2, __pyx_v_loc, (((double)__pyx_v_n->val) / ((double)(__pyx_v_emargin[__pyx_v_n->key]))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":197
+ * 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)
+ */
+ (__pyx_v_num_pairs[0]) = (__pyx_v_loc + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":198
+ * 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)
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_n->bigger != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":199
+ * num_pairs[0] = loc + 1
+ * if n.bigger != NULL:
+ * self._add_node(n.bigger, num_pairs, fmargin, emargin) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->_add_node(__pyx_v_self, __pyx_v_n->bigger, __pyx_v_num_pairs, __pyx_v_fmargin, __pyx_v_emargin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.BiLex._add_node", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_3write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_3write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex_2write_binary(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":202
+ *
+ *
+ * def write_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_2write_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":204
+ * 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)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":205
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ * self.f_index.write_handle(f) # <<<<<<<<<<<<<<
+ * self.e_index.write_handle(f)
+ * self.col1.write_handle(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->f_index->__pyx_vtab)->write_handle(__pyx_v_self->f_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":206
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->e_index->__pyx_vtab)->write_handle(__pyx_v_self->e_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":207
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->col1->__pyx_vtab)->write_handle(__pyx_v_self->col1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":208
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->col2->__pyx_vtab)->write_handle(__pyx_v_self->col2, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":209
+ * self.col1.write_handle(f)
+ * self.col2.write_handle(f)
+ * self.write_wordlist(self.id2fword, f) # <<<<<<<<<<<<<<
+ * self.write_wordlist(self.id2eword, f)
+ * fclose(f)
+ */
+ __pyx_t_1 = __pyx_v_self->id2fword;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->write_wordlist(__pyx_v_self, __pyx_t_1, __pyx_v_f); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":210
+ * self.col2.write_handle(f)
+ * self.write_wordlist(self.id2fword, f)
+ * self.write_wordlist(self.id2eword, f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ __pyx_t_2 = __pyx_v_self->id2eword;
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->write_wordlist(__pyx_v_self, __pyx_t_2, __pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":211
+ * self.write_wordlist(self.id2fword, f)
+ * self.write_wordlist(self.id2eword, f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.BiLex.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":214
+ *
+ *
+ * cdef write_wordlist(self, wordlist, FILE* f): # <<<<<<<<<<<<<<
+ * cdef int word_len
+ * cdef int num_words
+ */
+
+static PyObject *__pyx_f_3_sa_5BiLex_write_wordlist(CYTHON_UNUSED struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_wordlist, FILE *__pyx_v_f) {
+ int __pyx_v_word_len;
+ int __pyx_v_num_words;
+ PyObject *__pyx_v_word = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ Py_ssize_t __pyx_t_5;
+ char *__pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_wordlist", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":218
+ * cdef int num_words
+ *
+ * num_words = len(wordlist) # <<<<<<<<<<<<<<
+ * fwrite(&(num_words), sizeof(int), 1, f)
+ * for word in wordlist:
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_wordlist); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_num_words = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":219
+ *
+ * num_words = len(wordlist)
+ * fwrite(&(num_words), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * for word in wordlist:
+ * word_len = len(word) + 1
+ */
+ fwrite((&__pyx_v_num_words), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":220
+ * 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)
+ */
+ if (PyList_CheckExact(__pyx_v_wordlist) || PyTuple_CheckExact(__pyx_v_wordlist)) {
+ __pyx_t_2 = __pyx_v_wordlist; __Pyx_INCREF(__pyx_t_2); __pyx_t_1 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_1 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_wordlist); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_1); __Pyx_INCREF(__pyx_t_4); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_1); __Pyx_INCREF(__pyx_t_4); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_2);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_word);
+ __pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":221
+ * fwrite(&(num_words), sizeof(int), 1, f)
+ * for word in wordlist:
+ * word_len = len(word) + 1 # <<<<<<<<<<<<<<
+ * fwrite(&(word_len), sizeof(int), 1, f)
+ * fwrite(<char *>word, sizeof(char), word_len, f)
+ */
+ __pyx_t_5 = PyObject_Length(__pyx_v_word); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_word_len = (__pyx_t_5 + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":222
+ * for word in wordlist:
+ * word_len = len(word) + 1
+ * fwrite(&(word_len), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * fwrite(<char *>word, sizeof(char), word_len, f)
+ *
+ */
+ fwrite((&__pyx_v_word_len), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":223
+ * word_len = len(word) + 1
+ * fwrite(&(word_len), sizeof(int), 1, f)
+ * fwrite(<char *>word, sizeof(char), word_len, f) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_6 = __Pyx_PyObject_AsString(__pyx_v_word); if (unlikely((!__pyx_t_6) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ fwrite(((char *)__pyx_t_6), (sizeof(char)), __pyx_v_word_len, __pyx_v_f);
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.BiLex.write_wordlist", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_word);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":226
+ *
+ *
+ * cdef read_wordlist(self, word2id, id2word, FILE* f): # <<<<<<<<<<<<<<
+ * cdef int num_words
+ * cdef int word_len
+ */
+
+static PyObject *__pyx_f_3_sa_5BiLex_read_wordlist(CYTHON_UNUSED struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_word2id, PyObject *__pyx_v_id2word, FILE *__pyx_v_f) {
+ int __pyx_v_num_words;
+ int __pyx_v_word_len;
+ char *__pyx_v_word;
+ CYTHON_UNUSED long __pyx_v_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_wordlist", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":231
+ * cdef char* word
+ *
+ * fread(&(num_words), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < num_words:
+ * fread(&(word_len), sizeof(int), 1, f)
+ */
+ fread((&__pyx_v_num_words), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":232
+ *
+ * fread(&(num_words), sizeof(int), 1, f)
+ * for i from 0 <= i < num_words: # <<<<<<<<<<<<<<
+ * fread(&(word_len), sizeof(int), 1, f)
+ * word = <char*> malloc (word_len * sizeof(char))
+ */
+ __pyx_t_1 = __pyx_v_num_words;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":233
+ * fread(&(num_words), sizeof(int), 1, f)
+ * for i from 0 <= i < num_words:
+ * fread(&(word_len), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * word = <char*> malloc (word_len * sizeof(char))
+ * fread(word, sizeof(char), word_len, f)
+ */
+ fread((&__pyx_v_word_len), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":234
+ * for i from 0 <= i < num_words:
+ * fread(&(word_len), sizeof(int), 1, f)
+ * word = <char*> malloc (word_len * sizeof(char)) # <<<<<<<<<<<<<<
+ * fread(word, sizeof(char), word_len, f)
+ * word2id[word] = len(id2word)
+ */
+ __pyx_v_word = ((char *)malloc((__pyx_v_word_len * (sizeof(char)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":235
+ * fread(&(word_len), sizeof(int), 1, f)
+ * word = <char*> malloc (word_len * sizeof(char))
+ * fread(word, sizeof(char), word_len, f) # <<<<<<<<<<<<<<
+ * word2id[word] = len(id2word)
+ * id2word.append(word)
+ */
+ fread(__pyx_v_word, (sizeof(char)), __pyx_v_word_len, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":236
+ * word = <char*> malloc (word_len * sizeof(char))
+ * fread(word, sizeof(char), word_len, f)
+ * word2id[word] = len(id2word) # <<<<<<<<<<<<<<
+ * id2word.append(word)
+ * free(word)
+ */
+ __pyx_t_2 = PyObject_Length(__pyx_v_id2word); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_word); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ if (PyObject_SetItem(__pyx_v_word2id, ((PyObject *)__pyx_t_4), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":237
+ * fread(word, sizeof(char), word_len, f)
+ * word2id[word] = len(id2word)
+ * id2word.append(word) # <<<<<<<<<<<<<<
+ * free(word)
+ *
+ */
+ __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_word); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 237; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_4 = __Pyx_PyObject_Append(__pyx_v_id2word, ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 237; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":238
+ * word2id[word] = len(id2word)
+ * id2word.append(word)
+ * free(word) # <<<<<<<<<<<<<<
+ *
+ * def read_binary(self, char* filename):
+ */
+ free(__pyx_v_word);
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.BiLex.read_wordlist", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_5read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_5read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex_4read_binary(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":240
+ * free(word)
+ *
+ * def read_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_4read_binary(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":242
+ * 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)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":243
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ * self.f_index.read_handle(f) # <<<<<<<<<<<<<<
+ * self.e_index.read_handle(f)
+ * self.col1.read_handle(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->f_index->__pyx_vtab)->read_handle(__pyx_v_self->f_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":244
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->e_index->__pyx_vtab)->read_handle(__pyx_v_self->e_index, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":245
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->col1->__pyx_vtab)->read_handle(__pyx_v_self->col1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":246
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_FloatList *)__pyx_v_self->col2->__pyx_vtab)->read_handle(__pyx_v_self->col2, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":247
+ * 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)
+ */
+ __pyx_t_1 = __pyx_v_self->fword2id;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_v_self->id2fword;
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->read_wordlist(__pyx_v_self, __pyx_t_1, __pyx_t_2, __pyx_v_f); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":248
+ * self.col2.read_handle(f)
+ * self.read_wordlist(self.fword2id, self.id2fword, f)
+ * self.read_wordlist(self.eword2id, self.id2eword, f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ __pyx_t_3 = __pyx_v_self->eword2id;
+ __Pyx_INCREF(__pyx_t_3);
+ __pyx_t_2 = __pyx_v_self->id2eword;
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->read_wordlist(__pyx_v_self, __pyx_t_3, __pyx_t_2, __pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":249
+ * self.read_wordlist(self.fword2id, self.id2fword, f)
+ * self.read_wordlist(self.eword2id, self.id2eword, f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.BiLex.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_7get_e_id(PyObject *__pyx_v_self, PyObject *__pyx_v_eword); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_7get_e_id(PyObject *__pyx_v_self, PyObject *__pyx_v_eword) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_e_id (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_5BiLex_6get_e_id(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((PyObject *)__pyx_v_eword));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":252
+ *
+ *
+ * def get_e_id(self, eword): # <<<<<<<<<<<<<<
+ * if eword not in self.eword2id:
+ * e_id = len(self.id2eword)
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_6get_e_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword) {
+ PyObject *__pyx_v_e_id = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_e_id", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":253
+ *
+ * def get_e_id(self, eword):
+ * if eword not in self.eword2id: # <<<<<<<<<<<<<<
+ * e_id = len(self.id2eword)
+ * self.id2eword.append(eword)
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_eword, __pyx_v_self->eword2id, Py_NE)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":254
+ * 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
+ */
+ __pyx_t_3 = __pyx_v_self->id2eword;
+ __Pyx_INCREF(__pyx_t_3);
+ __pyx_t_4 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_e_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":255
+ * if eword not in self.eword2id:
+ * e_id = len(self.id2eword)
+ * self.id2eword.append(eword) # <<<<<<<<<<<<<<
+ * self.eword2id[eword] = e_id
+ * return self.eword2id[eword]
+ */
+ __pyx_t_3 = __Pyx_PyObject_Append(__pyx_v_self->id2eword, __pyx_v_eword); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":256
+ * e_id = len(self.id2eword)
+ * self.id2eword.append(eword)
+ * self.eword2id[eword] = e_id # <<<<<<<<<<<<<<
+ * return self.eword2id[eword]
+ *
+ */
+ if (PyObject_SetItem(__pyx_v_self->eword2id, __pyx_v_eword, __pyx_v_e_id) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":257
+ * self.id2eword.append(eword)
+ * self.eword2id[eword] = e_id
+ * return self.eword2id[eword] # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->eword2id, __pyx_v_eword); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.BiLex.get_e_id", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_9get_f_id(PyObject *__pyx_v_self, PyObject *__pyx_v_fword); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_9get_f_id(PyObject *__pyx_v_self, PyObject *__pyx_v_fword) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_f_id (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_5BiLex_8get_f_id(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((PyObject *)__pyx_v_fword));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":260
+ *
+ *
+ * def get_f_id(self, fword): # <<<<<<<<<<<<<<
+ * if fword not in self.fword2id:
+ * f_id = len(self.id2fword)
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_8get_f_id(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword) {
+ PyObject *__pyx_v_f_id = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_f_id", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":261
+ *
+ * def get_f_id(self, fword):
+ * if fword not in self.fword2id: # <<<<<<<<<<<<<<
+ * f_id = len(self.id2fword)
+ * self.id2fword.append(fword)
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_fword, __pyx_v_self->fword2id, Py_NE)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":262
+ * 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
+ */
+ __pyx_t_3 = __pyx_v_self->id2fword;
+ __Pyx_INCREF(__pyx_t_3);
+ __pyx_t_4 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_f_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":263
+ * if fword not in self.fword2id:
+ * f_id = len(self.id2fword)
+ * self.id2fword.append(fword) # <<<<<<<<<<<<<<
+ * self.fword2id[fword] = f_id
+ * return self.fword2id[fword]
+ */
+ __pyx_t_3 = __Pyx_PyObject_Append(__pyx_v_self->id2fword, __pyx_v_fword); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":264
+ * f_id = len(self.id2fword)
+ * self.id2fword.append(fword)
+ * self.fword2id[fword] = f_id # <<<<<<<<<<<<<<
+ * return self.fword2id[fword]
+ *
+ */
+ if (PyObject_SetItem(__pyx_v_self->fword2id, __pyx_v_fword, __pyx_v_f_id) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":265
+ * self.id2fword.append(fword)
+ * self.fword2id[fword] = f_id
+ * return self.fword2id[fword] # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->fword2id, __pyx_v_fword); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 265; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.BiLex.get_f_id", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_11read_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_11read_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex_10read_text(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":268
+ *
+ *
+ * def read_text(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef i, j, w, e_id, f_id, n_f, n_e, N
+ * cdef IntList fcount
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_10read_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_i = 0;
+ PyObject *__pyx_v_j = 0;
+ PyObject *__pyx_v_e_id = 0;
+ PyObject *__pyx_v_f_id = 0;
+ PyObject *__pyx_v_n_f = 0;
+ PyObject *__pyx_v_N = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_fcount = 0;
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_line = NULL;
+ PyObject *__pyx_v_fword = NULL;
+ PyObject *__pyx_v_eword = NULL;
+ PyObject *__pyx_v_score1 = NULL;
+ PyObject *__pyx_v_score2 = NULL;
+ PyObject *__pyx_v_index = NULL;
+ PyObject *__pyx_v_b = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ PyObject *(*__pyx_t_14)(PyObject *);
+ Py_ssize_t __pyx_t_15;
+ int __pyx_t_16;
+ Py_ssize_t __pyx_t_17;
+ long __pyx_t_18;
+ long __pyx_t_19;
+ int __pyx_t_20;
+ double __pyx_t_21;
+ PyObject *__pyx_t_22 = NULL;
+ int __pyx_t_23;
+ int __pyx_t_24;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":272
+ * cdef IntList fcount
+ *
+ * fcount = IntList() # <<<<<<<<<<<<<<
+ * with gzip_or_text(filename) as f:
+ * # first loop merely establishes size of array objects
+ */
+ __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[5]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_fcount = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":273
+ *
+ * fcount = IntList()
+ * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<<
+ * # first loop merely establishes size of array objects
+ * for line in f:
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__gzip_or_text); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____exit__); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s____enter__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_v_f = __pyx_t_1;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":275
+ * 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)
+ */
+ if (PyList_CheckExact(__pyx_v_f) || PyTuple_CheckExact(__pyx_v_f)) {
+ __pyx_t_1 = __pyx_v_f; __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_9(__pyx_t_1);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_line);
+ __pyx_v_line = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":276
+ * # 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)
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
+ PyObject* sequence = __pyx_t_3;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 4)) {
+ if (size > 4) __Pyx_RaiseTooManyValuesError(4);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_10 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyTuple_GET_ITEM(sequence, 2);
+ __pyx_t_12 = PyTuple_GET_ITEM(sequence, 3);
+ } else {
+ __pyx_t_2 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_10 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyList_GET_ITEM(sequence, 2);
+ __pyx_t_12 = PyList_GET_ITEM(sequence, 3);
+ }
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_t_12);
+ #else
+ Py_ssize_t i;
+ PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_10,&__pyx_t_11,&__pyx_t_12};
+ for (i=0; i < 4; i++) {
+ PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(item);
+ *(temps[i]) = item;
+ }
+ #endif
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_10,&__pyx_t_11,&__pyx_t_12};
+ __pyx_t_13 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_14 = Py_TYPE(__pyx_t_13)->tp_iternext;
+ for (index=0; index < 4; index++) {
+ PyObject* item = __pyx_t_14(__pyx_t_13); if (unlikely(!item)) goto __pyx_L18_unpacking_failed;
+ __Pyx_GOTREF(item);
+ *(temps[index]) = item;
+ }
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_14(__pyx_t_13), 4) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_14 = NULL;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ goto __pyx_L19_unpacking_done;
+ __pyx_L18_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __pyx_t_14 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_L19_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_fword);
+ __pyx_v_fword = __pyx_t_2;
+ __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_v_eword);
+ __pyx_v_eword = __pyx_t_10;
+ __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_v_score1);
+ __pyx_v_score1 = __pyx_t_11;
+ __pyx_t_11 = 0;
+ __Pyx_XDECREF(__pyx_v_score2);
+ __pyx_v_score2 = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":277
+ * 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):
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__get_f_id); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_v_fword);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_v_fword);
+ __Pyx_GIVEREF(__pyx_v_fword);
+ __pyx_t_11 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_v_f_id);
+ __pyx_v_f_id = __pyx_t_11;
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":278
+ * (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)
+ */
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__get_e_id); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_v_eword);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_v_eword);
+ __Pyx_GIVEREF(__pyx_v_eword);
+ __pyx_t_3 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __pyx_v_e_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":279
+ * 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
+ */
+ while (1) {
+ __pyx_t_15 = PyObject_Length(((PyObject *)__pyx_v_fcount)); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_15); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_12 = PyObject_RichCompare(__pyx_v_f_id, __pyx_t_3, Py_GE); __Pyx_XGOTREF(__pyx_t_12); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_12); if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ if (!__pyx_t_16) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":280
+ * e_id = self.get_e_id(eword)
+ * while f_id >= len(fcount):
+ * fcount.append(0) # <<<<<<<<<<<<<<
+ * fcount.arr[f_id] = fcount.arr[f_id] + 1
+ *
+ */
+ __pyx_t_12 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_fcount), __pyx_int_0); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":281
+ * while f_id >= len(fcount):
+ * fcount.append(0)
+ * fcount.arr[f_id] = fcount.arr[f_id] + 1 # <<<<<<<<<<<<<<
+ *
+ * # Allocate space for dictionary in arrays
+ */
+ __pyx_t_15 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_15 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 281; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_17 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_17 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 281; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ (__pyx_v_fcount->arr[__pyx_t_17]) = ((__pyx_v_fcount->arr[__pyx_t_15]) + 1);
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":284
+ *
+ * # Allocate space for dictionary in arrays
+ * N = 0 # <<<<<<<<<<<<<<
+ * n_f = len(fcount)
+ * self.f_index = IntList(initial_len=n_f+1)
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_N = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":285
+ * # 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:
+ */
+ __pyx_t_8 = PyObject_Length(((PyObject *)__pyx_v_fcount)); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_8); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_n_f = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":286
+ * 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
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_12 = PyNumber_Add(__pyx_v_n_f, __pyx_int_1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_12) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_v_self->f_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->f_index));
+ __pyx_v_self->f_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":287
+ * 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]
+ */
+ __pyx_t_18 = __Pyx_PyInt_AsLong(__pyx_v_n_f); if (unlikely((__pyx_t_18 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ for (__pyx_t_19 = 0; __pyx_t_19 < __pyx_t_18; __pyx_t_19++) {
+ __pyx_t_12 = PyInt_FromLong(__pyx_t_19); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":288
+ * 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
+ */
+ __pyx_t_20 = __Pyx_PyInt_AsInt(__pyx_v_N); if (unlikely((__pyx_t_20 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ (__pyx_v_self->f_index->arr[__pyx_t_8]) = __pyx_t_20;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":289
+ * 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
+ */
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_12 = PyInt_FromLong((__pyx_v_fcount->arr[__pyx_t_8])); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_1 = PyNumber_Add(__pyx_v_N, __pyx_t_12); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_v_N);
+ __pyx_v_N = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":290
+ * 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)
+ */
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ (__pyx_v_fcount->arr[__pyx_t_8]) = 0;
+ __pyx_t_19 = __Pyx_PyInt_AsLong(__pyx_v_i); if (unlikely((__pyx_t_19 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":287
+ * 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]
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_t_19); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":291
+ * 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)
+ */
+ __pyx_t_20 = __Pyx_PyInt_AsInt(__pyx_v_N); if (unlikely((__pyx_t_20 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_n_f); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ (__pyx_v_self->f_index->arr[__pyx_t_8]) = __pyx_t_20;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":292
+ * 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)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_v_N) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_v_self->e_index);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->e_index));
+ __pyx_v_self->e_index = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":293
+ * 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)
+ *
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__initial_len), __pyx_v_N) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->col1);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->col1));
+ __pyx_v_self->col1 = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":294
+ * 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
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_v_N) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_v_self->col2);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->col2));
+ __pyx_v_self->col2 = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":297
+ *
+ * # Re-read file, placing words into buckets
+ * f.seek(0) # <<<<<<<<<<<<<<
+ * for line in f:
+ * (fword, eword, score1, score2) = line.split()
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__seek); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_1 = PyObject_Call(__pyx_t_12, ((PyObject *)__pyx_k_tuple_45), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":298
+ * # 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)
+ */
+ if (PyList_CheckExact(__pyx_v_f) || PyTuple_CheckExact(__pyx_v_f)) {
+ __pyx_t_1 = __pyx_v_f; __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_12); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_12); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_12 = __pyx_t_9(__pyx_t_1);
+ if (unlikely(!__pyx_t_12)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_12);
+ }
+ __Pyx_XDECREF(__pyx_v_line);
+ __pyx_v_line = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":299
+ * 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)
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_v_line, __pyx_n_s__split); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_3 = PyObject_Call(__pyx_t_12, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
+ PyObject* sequence = __pyx_t_3;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 4)) {
+ if (size > 4) __Pyx_RaiseTooManyValuesError(4);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_12 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_11 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_10 = PyTuple_GET_ITEM(sequence, 2);
+ __pyx_t_2 = PyTuple_GET_ITEM(sequence, 3);
+ } else {
+ __pyx_t_12 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_11 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_10 = PyList_GET_ITEM(sequence, 2);
+ __pyx_t_2 = PyList_GET_ITEM(sequence, 3);
+ }
+ __Pyx_INCREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_2);
+ #else
+ Py_ssize_t i;
+ PyObject** temps[4] = {&__pyx_t_12,&__pyx_t_11,&__pyx_t_10,&__pyx_t_2};
+ for (i=0; i < 4; i++) {
+ PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(item);
+ *(temps[i]) = item;
+ }
+ #endif
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ PyObject** temps[4] = {&__pyx_t_12,&__pyx_t_11,&__pyx_t_10,&__pyx_t_2};
+ __pyx_t_13 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_14 = Py_TYPE(__pyx_t_13)->tp_iternext;
+ for (index=0; index < 4; index++) {
+ PyObject* item = __pyx_t_14(__pyx_t_13); if (unlikely(!item)) goto __pyx_L26_unpacking_failed;
+ __Pyx_GOTREF(item);
+ *(temps[index]) = item;
+ }
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_14(__pyx_t_13), 4) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_14 = NULL;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ goto __pyx_L27_unpacking_done;
+ __pyx_L26_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __pyx_t_14 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_L27_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_fword);
+ __pyx_v_fword = __pyx_t_12;
+ __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_v_eword);
+ __pyx_v_eword = __pyx_t_11;
+ __pyx_t_11 = 0;
+ __Pyx_XDECREF(__pyx_v_score1);
+ __pyx_v_score1 = __pyx_t_10;
+ __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_v_score2);
+ __pyx_v_score2 = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":300
+ * 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]
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__get_f_id); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_fword);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_fword);
+ __Pyx_GIVEREF(__pyx_v_fword);
+ __pyx_t_10 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_v_f_id);
+ __pyx_v_f_id = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":301
+ * (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
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__get_e_id); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_eword);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_eword);
+ __Pyx_GIVEREF(__pyx_v_eword);
+ __pyx_t_3 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __pyx_v_e_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":302
+ * 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)
+ */
+ __pyx_t_15 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_15 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_17 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_17 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_3 = PyInt_FromLong(((__pyx_v_self->f_index->arr[__pyx_t_15]) + (__pyx_v_fcount->arr[__pyx_t_17]))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_index);
+ __pyx_v_index = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":303
+ * 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)
+ */
+ __pyx_t_17 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_17 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_15 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_15 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ (__pyx_v_fcount->arr[__pyx_t_15]) = ((__pyx_v_fcount->arr[__pyx_t_17]) + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":304
+ * 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)
+ */
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_e_id);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_e_id);
+ __Pyx_GIVEREF(__pyx_v_e_id);
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)(&PyInt_Type))), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_20 = __Pyx_PyInt_AsInt(__pyx_t_2); if (unlikely((__pyx_t_20 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_17 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_17 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ (__pyx_v_self->e_index->arr[__pyx_t_17]) = __pyx_t_20;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":305
+ * 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)
+ *
+ */
+ __pyx_t_21 = __Pyx_PyObject_AsDouble(__pyx_v_score1); if (unlikely(__pyx_t_21 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_2 = PyFloat_FromDouble(__pyx_t_21); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyObject_SetItem(((PyObject *)__pyx_v_self->col1), __pyx_v_index, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":306
+ * self.e_index.arr[index] = int(e_id)
+ * self.col1[index] = float(score1)
+ * self.col2[index] = float(score2) # <<<<<<<<<<<<<<
+ *
+ * # Sort buckets by eword
+ */
+ __pyx_t_21 = __Pyx_PyObject_AsDouble(__pyx_v_score2); if (unlikely(__pyx_t_21 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_2 = PyFloat_FromDouble(__pyx_t_21); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyObject_SetItem(((PyObject *)__pyx_v_self->col2), __pyx_v_index, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":273
+ *
+ * fcount = IntList()
+ * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<<
+ * # first loop merely establishes size of array objects
+ * for line in f:
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.BiLex.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_22 = PyObject_Call(__pyx_t_4, __pyx_t_10, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_22);
+ __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_22);
+ __Pyx_DECREF(__pyx_t_22); __pyx_t_22 = 0;
+ if (__pyx_t_16 < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_23 = ((!(__pyx_t_16 != 0)) != 0);
+ if (__pyx_t_23) {
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_ErrRestore(__pyx_t_1, __pyx_t_2, __pyx_t_3);
+ __pyx_t_1 = 0; __pyx_t_2 = 0; __pyx_t_3 = 0;
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L30;
+ }
+ __pyx_L30:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_4) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_4, __pyx_k_tuple_46, NULL);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_23 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_23 < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L31;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L1_error;
+ __pyx_L31:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":309
+ *
+ * # Sort buckets by eword
+ * for b from 0 <= b < n_f: # <<<<<<<<<<<<<<
+ * i = self.f_index.arr[b]
+ * j = self.f_index.arr[b+1]
+ */
+ if (unlikely(!__pyx_v_n_f)) { __Pyx_RaiseUnboundLocalError("n_f"); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_19 = __Pyx_PyInt_AsLong(__pyx_v_n_f); if (unlikely((__pyx_t_19 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ for (__pyx_t_18 = 0; __pyx_t_18 < __pyx_t_19; __pyx_t_18++) {
+ __pyx_t_3 = PyInt_FromLong(__pyx_t_18); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_b);
+ __pyx_v_b = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":310
+ * # 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, "")
+ */
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_b); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->f_index->arr[__pyx_t_8])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":311
+ * for b from 0 <= b < n_f:
+ * i = self.f_index.arr[b]
+ * j = self.f_index.arr[b+1] # <<<<<<<<<<<<<<
+ * self.qsort(i,j, "")
+ *
+ */
+ __pyx_t_3 = PyNumber_Add(__pyx_v_b, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->f_index->arr[__pyx_t_8])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_j);
+ __pyx_v_j = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":312
+ * i = self.f_index.arr[b]
+ * j = self.f_index.arr[b+1]
+ * self.qsort(i,j, "") # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_20 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_20 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_24 = __Pyx_PyInt_AsInt(__pyx_v_j); if (unlikely((__pyx_t_24 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->qsort(__pyx_v_self, __pyx_t_20, __pyx_t_24, ((PyObject *)__pyx_kp_s_47)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_18 = __Pyx_PyInt_AsLong(__pyx_v_b); if (unlikely((__pyx_t_18 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":309
+ *
+ * # Sort buckets by eword
+ * for b from 0 <= b < n_f: # <<<<<<<<<<<<<<
+ * i = self.f_index.arr[b]
+ * j = self.f_index.arr[b+1]
+ */
+ __pyx_t_3 = PyInt_FromLong(__pyx_t_18); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_b);
+ __pyx_v_b = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_13);
+ __Pyx_AddTraceback("_sa.BiLex.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_j);
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __Pyx_XDECREF(__pyx_v_f_id);
+ __Pyx_XDECREF(__pyx_v_n_f);
+ __Pyx_XDECREF(__pyx_v_N);
+ __Pyx_XDECREF((PyObject *)__pyx_v_fcount);
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_line);
+ __Pyx_XDECREF(__pyx_v_fword);
+ __Pyx_XDECREF(__pyx_v_eword);
+ __Pyx_XDECREF(__pyx_v_score1);
+ __Pyx_XDECREF(__pyx_v_score2);
+ __Pyx_XDECREF(__pyx_v_index);
+ __Pyx_XDECREF(__pyx_v_b);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":315
+ *
+ *
+ * cdef swap(self, int i, int j): # <<<<<<<<<<<<<<
+ * cdef int itmp
+ * cdef float ftmp
+ */
+
+static PyObject *__pyx_f_3_sa_5BiLex_swap(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, int __pyx_v_i, int __pyx_v_j) {
+ int __pyx_v_itmp;
+ float __pyx_v_ftmp;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("swap", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":319
+ * cdef float ftmp
+ *
+ * if i == j: # <<<<<<<<<<<<<<
+ * return
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_i == __pyx_v_j) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":320
+ *
+ * if i == j:
+ * return # <<<<<<<<<<<<<<
+ *
+ * itmp = self.e_index.arr[i]
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":322
+ * return
+ *
+ * itmp = self.e_index.arr[i] # <<<<<<<<<<<<<<
+ * self.e_index.arr[i] = self.e_index.arr[j]
+ * self.e_index.arr[j] = itmp
+ */
+ __pyx_v_itmp = (__pyx_v_self->e_index->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":323
+ *
+ * itmp = self.e_index.arr[i]
+ * self.e_index.arr[i] = self.e_index.arr[j] # <<<<<<<<<<<<<<
+ * self.e_index.arr[j] = itmp
+ *
+ */
+ (__pyx_v_self->e_index->arr[__pyx_v_i]) = (__pyx_v_self->e_index->arr[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":324
+ * 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]
+ */
+ (__pyx_v_self->e_index->arr[__pyx_v_j]) = __pyx_v_itmp;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":326
+ * self.e_index.arr[j] = itmp
+ *
+ * ftmp = self.col1.arr[i] # <<<<<<<<<<<<<<
+ * self.col1.arr[i] = self.col1.arr[j]
+ * self.col1.arr[j] = ftmp
+ */
+ __pyx_v_ftmp = (__pyx_v_self->col1->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":327
+ *
+ * ftmp = self.col1.arr[i]
+ * self.col1.arr[i] = self.col1.arr[j] # <<<<<<<<<<<<<<
+ * self.col1.arr[j] = ftmp
+ *
+ */
+ (__pyx_v_self->col1->arr[__pyx_v_i]) = (__pyx_v_self->col1->arr[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":328
+ * ftmp = self.col1.arr[i]
+ * self.col1.arr[i] = self.col1.arr[j]
+ * self.col1.arr[j] = ftmp # <<<<<<<<<<<<<<
+ *
+ * ftmp = self.col2.arr[i]
+ */
+ (__pyx_v_self->col1->arr[__pyx_v_j]) = __pyx_v_ftmp;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":330
+ * self.col1.arr[j] = ftmp
+ *
+ * ftmp = self.col2.arr[i] # <<<<<<<<<<<<<<
+ * self.col2.arr[i] = self.col2.arr[j]
+ * self.col2.arr[j] = ftmp
+ */
+ __pyx_v_ftmp = (__pyx_v_self->col2->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":331
+ *
+ * ftmp = self.col2.arr[i]
+ * self.col2.arr[i] = self.col2.arr[j] # <<<<<<<<<<<<<<
+ * self.col2.arr[j] = ftmp
+ *
+ */
+ (__pyx_v_self->col2->arr[__pyx_v_i]) = (__pyx_v_self->col2->arr[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":332
+ * ftmp = self.col2.arr[i]
+ * self.col2.arr[i] = self.col2.arr[j]
+ * self.col2.arr[j] = ftmp # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ (__pyx_v_self->col2->arr[__pyx_v_j]) = __pyx_v_ftmp;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":335
+ *
+ *
+ * cdef qsort(self, int i, int j, pad): # <<<<<<<<<<<<<<
+ * cdef int pval, p
+ *
+ */
+
+static PyObject *__pyx_f_3_sa_5BiLex_qsort(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, PyObject *__pyx_v_pad) {
+ int __pyx_v_pval;
+ int __pyx_v_p;
+ long __pyx_v_k;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("qsort", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":338
+ * cdef int pval, p
+ *
+ * if i > j: # <<<<<<<<<<<<<<
+ * raise Exception("Sort error in CLex")
+ * if i == j: #empty interval
+ */
+ __pyx_t_1 = ((__pyx_v_i > __pyx_v_j) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":339
+ *
+ * if i > j:
+ * raise Exception("Sort error in CLex") # <<<<<<<<<<<<<<
+ * if i == j: #empty interval
+ * return
+ */
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_49), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_Raise(__pyx_t_2, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":340
+ * if i > j:
+ * raise Exception("Sort error in CLex")
+ * if i == j: #empty interval # <<<<<<<<<<<<<<
+ * return
+ * if i == j-1: # singleton interval
+ */
+ __pyx_t_1 = ((__pyx_v_i == __pyx_v_j) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":341
+ * raise Exception("Sort error in CLex")
+ * if i == j: #empty interval
+ * return # <<<<<<<<<<<<<<
+ * if i == j-1: # singleton interval
+ * return
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":342
+ * if i == j: #empty interval
+ * return
+ * if i == j-1: # singleton interval # <<<<<<<<<<<<<<
+ * return
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_i == (__pyx_v_j - 1)) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":343
+ * return
+ * if i == j-1: # singleton interval
+ * return # <<<<<<<<<<<<<<
+ *
+ * p = (i+j)/2
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":345
+ * return
+ *
+ * p = (i+j)/2 # <<<<<<<<<<<<<<
+ * pval = self.e_index.arr[p]
+ * self.swap(i, p)
+ */
+ __pyx_v_p = __Pyx_div_long((__pyx_v_i + __pyx_v_j), 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":346
+ *
+ * p = (i+j)/2
+ * pval = self.e_index.arr[p] # <<<<<<<<<<<<<<
+ * self.swap(i, p)
+ * p = i
+ */
+ __pyx_v_pval = (__pyx_v_self->e_index->arr[__pyx_v_p]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":347
+ * p = (i+j)/2
+ * pval = self.e_index.arr[p]
+ * self.swap(i, p) # <<<<<<<<<<<<<<
+ * p = i
+ * for k from i+1 <= k < j:
+ */
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->swap(__pyx_v_self, __pyx_v_i, __pyx_v_p); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 347; __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/bilex.pxi":348
+ * 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]:
+ */
+ __pyx_v_p = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":349
+ * 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)
+ */
+ __pyx_t_3 = __pyx_v_j;
+ for (__pyx_v_k = (__pyx_v_i + 1); __pyx_v_k < __pyx_t_3; __pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":350
+ * 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)
+ */
+ __pyx_t_1 = ((__pyx_v_pval >= (__pyx_v_self->e_index->arr[__pyx_v_k])) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":351
+ * 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
+ */
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->swap(__pyx_v_self, (__pyx_v_p + 1), __pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 351; __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/bilex.pxi":352
+ * 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+" ")
+ */
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->swap(__pyx_v_self, __pyx_v_p, (__pyx_v_p + 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 352; __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/bilex.pxi":353
+ * self.swap(p+1, k)
+ * self.swap(p, p+1)
+ * p = p + 1 # <<<<<<<<<<<<<<
+ * self.qsort(i,p, pad+" ")
+ * self.qsort(p+1,j, pad+" ")
+ */
+ __pyx_v_p = (__pyx_v_p + 1);
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":354
+ * self.swap(p, p+1)
+ * p = p + 1
+ * self.qsort(i,p, pad+" ") # <<<<<<<<<<<<<<
+ * self.qsort(p+1,j, pad+" ")
+ *
+ */
+ __pyx_t_2 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_50)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->qsort(__pyx_v_self, __pyx_v_i, __pyx_v_p, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":355
+ * p = p + 1
+ * self.qsort(i,p, pad+" ")
+ * self.qsort(p+1,j, pad+" ") # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_50)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_BiLex *)__pyx_v_self->__pyx_vtab)->qsort(__pyx_v_self, (__pyx_v_p + 1), __pyx_v_j, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.BiLex.qsort", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_13write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_13write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_enhanced (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex_12write_enhanced(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":358
+ *
+ *
+ * def write_enhanced(self, char* filename): # <<<<<<<<<<<<<<
+ * with open(filename, "w") as f:
+ * for i in self.f_index:
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_s1 = NULL;
+ PyObject *__pyx_v_s2 = NULL;
+ PyObject *__pyx_v_w = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *(*__pyx_t_13)(PyObject *);
+ int __pyx_t_14;
+ PyObject *__pyx_t_15 = NULL;
+ int __pyx_t_16;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_enhanced", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":359
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * for i in self.f_index:
+ * f.write("%d " % i)
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":360
+ * 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")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->f_index)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->f_index))) {
+ __pyx_t_4 = ((PyObject *)__pyx_v_self->f_index); __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(((PyObject *)__pyx_v_self->f_index)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_9(__pyx_t_4);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":361
+ * 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):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":362
+ * 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))
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_51), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":363
+ * 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")
+ */
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->e_index));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_self->e_index));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->e_index));
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->col1));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_v_self->col1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->col1));
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->col2));
+ PyTuple_SET_ITEM(__pyx_t_2, 2, ((PyObject *)__pyx_v_self->col2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->col2));
+ __pyx_t_4 = PyObject_Call(__pyx_builtin_zip, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ if (PyList_CheckExact(__pyx_t_4) || PyTuple_CheckExact(__pyx_t_4)) {
+ __pyx_t_2 = __pyx_t_4; __Pyx_INCREF(__pyx_t_2); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_9 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_9(__pyx_t_2);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
+ PyObject* sequence = __pyx_t_4;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_10 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_1 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_10 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_1 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_11);
+ #else
+ __pyx_t_10 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_1 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_11 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ #endif
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_12 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_13 = Py_TYPE(__pyx_t_12)->tp_iternext;
+ index = 0; __pyx_t_10 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_10)) goto __pyx_L20_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_10);
+ index = 1; __pyx_t_1 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_1)) goto __pyx_L20_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_1);
+ index = 2; __pyx_t_11 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_11)) goto __pyx_L20_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_11);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_13(__pyx_t_12), 3) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_13 = NULL;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ goto __pyx_L21_unpacking_done;
+ __pyx_L20_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_13 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_L21_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_10;
+ __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_v_s1);
+ __pyx_v_s1 = __pyx_t_1;
+ __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_v_s2);
+ __pyx_v_s2 = __pyx_t_11;
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":364
+ * 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):
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_11 = PyTuple_New(3); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_s1);
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_v_s1);
+ __Pyx_GIVEREF(__pyx_v_s1);
+ __Pyx_INCREF(__pyx_v_s2);
+ PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_v_s2);
+ __Pyx_GIVEREF(__pyx_v_s2);
+ __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_52), ((PyObject *)__pyx_t_11)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":365
+ * 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))
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_53), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":366
+ * 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")
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_1 = __pyx_int_0;
+ if (PyList_CheckExact(__pyx_v_self->id2fword) || PyTuple_CheckExact(__pyx_v_self->id2fword)) {
+ __pyx_t_2 = __pyx_v_self->id2fword; __Pyx_INCREF(__pyx_t_2); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_self->id2fword); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_9 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_11 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_11); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_11 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_11 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_11); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_11 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_11 = __pyx_t_9(__pyx_t_2);
+ if (unlikely(!__pyx_t_11)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_11);
+ }
+ __Pyx_XDECREF(__pyx_v_w);
+ __pyx_v_w = __pyx_t_11;
+ __pyx_t_11 = 0;
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_1;
+ __pyx_t_11 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_t_11;
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":367
+ * 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):
+ */
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_54), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_10));
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_10));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_10));
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":368
+ * 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))
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_k_tuple_55), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":369
+ * 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")
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_2 = __pyx_int_0;
+ if (PyList_CheckExact(__pyx_v_self->id2eword) || PyTuple_CheckExact(__pyx_v_self->id2eword)) {
+ __pyx_t_1 = __pyx_v_self->id2eword; __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->id2eword); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_10 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_10); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_10 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_10 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_10); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_10 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_10 = __pyx_t_9(__pyx_t_1);
+ if (unlikely(!__pyx_t_10)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_10);
+ }
+ __Pyx_XDECREF(__pyx_v_w);
+ __pyx_v_w = __pyx_t_10;
+ __pyx_t_10 = 0;
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_10 = PyNumber_Add(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_2);
+ __pyx_t_2 = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":370
+ * f.write("\n")
+ * for i, w in enumerate(self.id2eword):
+ * f.write("%d %s " % (i, w)) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ *
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ __pyx_t_11 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_54), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_11));
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_11));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_11));
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":371
+ * for i, w in enumerate(self.id2eword):
+ * f.write("%d %s " % (i, w))
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 371; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_56), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 371; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":359
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * for i in self.f_index:
+ * f.write("%d " % i)
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.BiLex.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_2, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_15 = PyObject_Call(__pyx_t_3, __pyx_t_4, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ if (__pyx_t_14 < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_16 = ((!(__pyx_t_14 != 0)) != 0);
+ if (__pyx_t_16) {
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __Pyx_ErrRestore(__pyx_t_1, __pyx_t_2, __pyx_t_11);
+ __pyx_t_1 = 0; __pyx_t_2 = 0; __pyx_t_11 = 0;
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L28;
+ }
+ __pyx_L28:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_57, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_16 < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L29;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L29:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_AddTraceback("_sa.BiLex.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_s1);
+ __Pyx_XDECREF(__pyx_v_s2);
+ __Pyx_XDECREF(__pyx_v_w);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_15get_score(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_5BiLex_15get_score(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_fword = 0;
+ PyObject *__pyx_v_eword = 0;
+ PyObject *__pyx_v_col = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_score (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__fword,&__pyx_n_s__eword,&__pyx_n_s__col,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fword)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__eword)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_score", 1, 3, 3, 1); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__col)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_score", 1, 3, 3, 2); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_score") < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_fword = values[0];
+ __pyx_v_eword = values[1];
+ __pyx_v_col = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("get_score", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.get_score", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex_14get_score(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), __pyx_v_fword, __pyx_v_eword, __pyx_v_col);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":374
+ *
+ *
+ * def get_score(self, fword, eword, col): # <<<<<<<<<<<<<<
+ * cdef e_id, f_id, low, high, midpoint, val
+ *
+ */
+
+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) {
+ PyObject *__pyx_v_e_id = 0;
+ PyObject *__pyx_v_f_id = 0;
+ PyObject *__pyx_v_low = 0;
+ PyObject *__pyx_v_high = 0;
+ PyObject *__pyx_v_midpoint = 0;
+ PyObject *__pyx_v_val = 0;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_score", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":377
+ * cdef e_id, f_id, low, high, midpoint, val
+ *
+ * if eword not in self.eword2id: # <<<<<<<<<<<<<<
+ * return None
+ * if fword not in self.fword2id:
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_eword, __pyx_v_self->eword2id, Py_NE)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":378
+ *
+ * if eword not in self.eword2id:
+ * return None # <<<<<<<<<<<<<<
+ * if fword not in self.fword2id:
+ * return None
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":379
+ * if eword not in self.eword2id:
+ * return None
+ * if fword not in self.fword2id: # <<<<<<<<<<<<<<
+ * return None
+ * f_id = self.fword2id[fword]
+ */
+ __pyx_t_2 = (__Pyx_PySequence_Contains(__pyx_v_fword, __pyx_v_self->fword2id, Py_NE)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = (__pyx_t_2 != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":380
+ * return None
+ * if fword not in self.fword2id:
+ * return None # <<<<<<<<<<<<<<
+ * f_id = self.fword2id[fword]
+ * e_id = self.eword2id[eword]
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":381
+ * 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]
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->fword2id, __pyx_v_fword); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_f_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":382
+ * 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]
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->eword2id, __pyx_v_eword); if (!__pyx_t_3) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 382; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_e_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":383
+ * 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:
+ */
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_v_f_id); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->f_index->arr[__pyx_t_4])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_low = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":384
+ * 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
+ */
+ __pyx_t_3 = PyNumber_Add(__pyx_v_f_id, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->f_index->arr[__pyx_t_4])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_high = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":385
+ * 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]
+ */
+ while (1) {
+ __pyx_t_3 = PyNumber_Subtract(__pyx_v_high, __pyx_v_low); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = PyObject_RichCompare(__pyx_t_3, __pyx_int_0, Py_GT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (!__pyx_t_1) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":386
+ * 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:
+ */
+ __pyx_t_5 = PyNumber_Add(__pyx_v_low, __pyx_v_high); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_3 = __Pyx_PyNumber_Divide(__pyx_t_5, __pyx_int_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_v_midpoint);
+ __pyx_v_midpoint = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":387
+ * while high - low > 0:
+ * midpoint = (low+high)/2
+ * val = self.e_index.arr[midpoint] # <<<<<<<<<<<<<<
+ * if val == e_id:
+ * if col == 0:
+ */
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_v_midpoint); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->e_index->arr[__pyx_t_4])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_val);
+ __pyx_v_val = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":388
+ * midpoint = (low+high)/2
+ * val = self.e_index.arr[midpoint]
+ * if val == e_id: # <<<<<<<<<<<<<<
+ * if col == 0:
+ * return self.col1.arr[midpoint]
+ */
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_val, __pyx_v_e_id, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":389
+ * val = self.e_index.arr[midpoint]
+ * if val == e_id:
+ * if col == 0: # <<<<<<<<<<<<<<
+ * return self.col1.arr[midpoint]
+ * if col == 1:
+ */
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_col, __pyx_int_0, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":390
+ * if val == e_id:
+ * if col == 0:
+ * return self.col1.arr[midpoint] # <<<<<<<<<<<<<<
+ * if col == 1:
+ * return self.col2.arr[midpoint]
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_v_midpoint); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 390; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyFloat_FromDouble((__pyx_v_self->col1->arr[__pyx_t_4])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 390; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":391
+ * if col == 0:
+ * return self.col1.arr[midpoint]
+ * if col == 1: # <<<<<<<<<<<<<<
+ * return self.col2.arr[midpoint]
+ * if val > e_id:
+ */
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_col, __pyx_int_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":392
+ * return self.col1.arr[midpoint]
+ * if col == 1:
+ * return self.col2.arr[midpoint] # <<<<<<<<<<<<<<
+ * if val > e_id:
+ * high = midpoint
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_v_midpoint); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyFloat_FromDouble((__pyx_v_self->col2->arr[__pyx_t_4])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+ goto __pyx_L9;
+ }
+ __pyx_L9:;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":393
+ * if col == 1:
+ * return self.col2.arr[midpoint]
+ * if val > e_id: # <<<<<<<<<<<<<<
+ * high = midpoint
+ * if val < e_id:
+ */
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_val, __pyx_v_e_id, Py_GT); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":394
+ * return self.col2.arr[midpoint]
+ * if val > e_id:
+ * high = midpoint # <<<<<<<<<<<<<<
+ * if val < e_id:
+ * low = midpoint + 1
+ */
+ __Pyx_INCREF(__pyx_v_midpoint);
+ __Pyx_DECREF(__pyx_v_high);
+ __pyx_v_high = __pyx_v_midpoint;
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":395
+ * if val > e_id:
+ * high = midpoint
+ * if val < e_id: # <<<<<<<<<<<<<<
+ * low = midpoint + 1
+ * return None
+ */
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_val, __pyx_v_e_id, Py_LT); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":396
+ * high = midpoint
+ * if val < e_id:
+ * low = midpoint + 1 # <<<<<<<<<<<<<<
+ * return None
+ *
+ */
+ __pyx_t_3 = PyNumber_Add(__pyx_v_midpoint, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_v_low);
+ __pyx_v_low = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L11;
+ }
+ __pyx_L11:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":397
+ * if val < e_id:
+ * low = midpoint + 1
+ * return None # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.BiLex.get_score", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __Pyx_XDECREF(__pyx_v_f_id);
+ __Pyx_XDECREF(__pyx_v_low);
+ __Pyx_XDECREF(__pyx_v_high);
+ __Pyx_XDECREF(__pyx_v_midpoint);
+ __Pyx_XDECREF(__pyx_v_val);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5BiLex_17write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static char __pyx_doc_3_sa_5BiLex_16write_text[] = "Note: does not guarantee writing the dictionary in the original order";
+static PyObject *__pyx_pw_3_sa_5BiLex_17write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 400; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.BiLex.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_5BiLex_16write_text(((struct __pyx_obj_3_sa_BiLex *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":400
+ *
+ *
+ * def write_text(self, char* filename): # <<<<<<<<<<<<<<
+ * """Note: does not guarantee writing the dictionary in the original order"""
+ * cdef i, N, e_id, f_id
+ */
+
+static PyObject *__pyx_pf_3_sa_5BiLex_16write_text(struct __pyx_obj_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_i = 0;
+ PyObject *__pyx_v_N = 0;
+ PyObject *__pyx_v_e_id = 0;
+ PyObject *__pyx_v_f_id = 0;
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_score1 = NULL;
+ PyObject *__pyx_v_score2 = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ long __pyx_t_9;
+ long __pyx_t_10;
+ int __pyx_t_11;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ int __pyx_t_14;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":404
+ * cdef i, N, e_id, f_id
+ *
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * N = len(self.e_index)
+ * f_id = 0
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":405
+ *
+ * with open(filename, "w") as f:
+ * N = len(self.e_index) # <<<<<<<<<<<<<<
+ * f_id = 0
+ * for i from 0 <= i < N:
+ */
+ __pyx_t_4 = ((PyObject *)__pyx_v_self->e_index);
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_8 = PyObject_Length(__pyx_t_4); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromSsize_t(__pyx_t_8); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_v_N = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":406
+ * 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:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_f_id = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":407
+ * 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
+ */
+ __pyx_t_9 = __Pyx_PyInt_AsLong(__pyx_v_N); if (unlikely((__pyx_t_9 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ for (__pyx_t_10 = 0; __pyx_t_10 < __pyx_t_9; __pyx_t_10++) {
+ __pyx_t_4 = PyInt_FromLong(__pyx_t_10); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":408
+ * 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]
+ */
+ while (1) {
+ __pyx_t_4 = PyNumber_Add(__pyx_v_f_id, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromLong((__pyx_v_self->f_index->arr[__pyx_t_8])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_4, __pyx_v_i, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!__pyx_t_11) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":409
+ * 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]
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_f_id, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_f_id);
+ __pyx_v_f_id = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":410
+ * 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]
+ */
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_self->e_index->arr[__pyx_t_8])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __pyx_v_e_id = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":411
+ * 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))
+ */
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_1 = PyFloat_FromDouble((__pyx_v_self->col1->arr[__pyx_t_8])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_score1);
+ __pyx_v_score1 = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":412
+ * 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))
+ */
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __pyx_t_1 = PyFloat_FromDouble((__pyx_v_self->col2->arr[__pyx_t_8])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_score2);
+ __pyx_v_score2 = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":413
+ * 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)) # <<<<<<<<<<<<<<
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_self->id2fword, __pyx_v_f_id); if (!__pyx_t_4) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_self->id2eword, __pyx_v_e_id); if (!__pyx_t_2) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_12 = PyTuple_New(4); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_12, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_score1);
+ PyTuple_SET_ITEM(__pyx_t_12, 2, __pyx_v_score1);
+ __Pyx_GIVEREF(__pyx_v_score1);
+ __Pyx_INCREF(__pyx_v_score2);
+ PyTuple_SET_ITEM(__pyx_t_12, 3, __pyx_v_score2);
+ __Pyx_GIVEREF(__pyx_v_score2);
+ __pyx_t_4 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_58), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_10 = __Pyx_PyInt_AsLong(__pyx_v_i); if (unlikely((__pyx_t_10 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":407
+ * 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
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_t_10); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":404
+ * cdef i, N, e_id, f_id
+ *
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * N = len(self.e_index)
+ * f_id = 0
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.BiLex.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_12, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_13 = PyObject_Call(__pyx_t_3, __pyx_t_4, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_13);
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_14 = ((!(__pyx_t_11 != 0)) != 0);
+ if (__pyx_t_14) {
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_ErrRestore(__pyx_t_2, __pyx_t_12, __pyx_t_1);
+ __pyx_t_2 = 0; __pyx_t_12 = 0; __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_59, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_14 < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L23;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L23:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_AddTraceback("_sa.BiLex.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_N);
+ __Pyx_XDECREF(__pyx_v_e_id);
+ __Pyx_XDECREF(__pyx_v_f_id);
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_score1);
+ __Pyx_XDECREF(__pyx_v_score2);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":21
+ * cdef int LOWER_MASK[32]
+ *
+ * cdef void _init_lower_mask(): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * cdef int mask = 0
+ */
+
+static void __pyx_f_3_sa__init_lower_mask(void) {
+ unsigned int __pyx_v_i;
+ int __pyx_v_mask;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ unsigned int __pyx_t_2;
+ __Pyx_RefNannySetupContext("_init_lower_mask", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":23
+ * cdef void _init_lower_mask():
+ * cdef unsigned i
+ * cdef int mask = 0 # <<<<<<<<<<<<<<
+ * for i in range(MIN_BOTTOM_SIZE):
+ * mask = (mask << 1) + 1
+ */
+ __pyx_v_mask = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":24
+ * cdef unsigned i
+ * cdef int mask = 0
+ * for i in range(MIN_BOTTOM_SIZE): # <<<<<<<<<<<<<<
+ * mask = (mask << 1) + 1
+ * LOWER_MASK[i] = mask
+ */
+ __pyx_t_1 = __pyx_v_3_sa_MIN_BOTTOM_SIZE;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_v_i = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":25
+ * cdef int mask = 0
+ * for i in range(MIN_BOTTOM_SIZE):
+ * mask = (mask << 1) + 1 # <<<<<<<<<<<<<<
+ * LOWER_MASK[i] = mask
+ *
+ */
+ __pyx_v_mask = ((__pyx_v_mask << 1) + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":26
+ * for i in range(MIN_BOTTOM_SIZE):
+ * mask = (mask << 1) + 1
+ * LOWER_MASK[i] = mask # <<<<<<<<<<<<<<
+ *
+ * _init_lower_mask()
+ */
+ (__pyx_v_3_sa_LOWER_MASK[__pyx_v_i]) = __pyx_v_mask;
+ }
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":37
+ *
+ *
+ * cdef _BitSet* new_BitSet(): # <<<<<<<<<<<<<<
+ * cdef _BitSet* b
+ *
+ */
+
+static struct __pyx_t_3_sa__BitSet *__pyx_f_3_sa_new_BitSet(void) {
+ struct __pyx_t_3_sa__BitSet *__pyx_v_b;
+ struct __pyx_t_3_sa__BitSet *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("new_BitSet", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":40
+ * cdef _BitSet* b
+ *
+ * b = <_BitSet*> malloc(sizeof(_BitSet)) # <<<<<<<<<<<<<<
+ * b.bitset = 0
+ * b.min_val = -1
+ */
+ __pyx_v_b = ((struct __pyx_t_3_sa__BitSet *)malloc((sizeof(struct __pyx_t_3_sa__BitSet))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":41
+ *
+ * b = <_BitSet*> malloc(sizeof(_BitSet))
+ * b.bitset = 0 # <<<<<<<<<<<<<<
+ * b.min_val = -1
+ * b.max_val = -1
+ */
+ __pyx_v_b->bitset = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":42
+ * b = <_BitSet*> malloc(sizeof(_BitSet))
+ * b.bitset = 0
+ * b.min_val = -1 # <<<<<<<<<<<<<<
+ * b.max_val = -1
+ * b.size = 0
+ */
+ __pyx_v_b->min_val = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":43
+ * b.bitset = 0
+ * b.min_val = -1
+ * b.max_val = -1 # <<<<<<<<<<<<<<
+ * b.size = 0
+ * return b
+ */
+ __pyx_v_b->max_val = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":44
+ * b.min_val = -1
+ * b.max_val = -1
+ * b.size = 0 # <<<<<<<<<<<<<<
+ * return b
+ *
+ */
+ __pyx_v_b->size = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":45
+ * b.max_val = -1
+ * b.size = 0
+ * return b # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_v_b;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":48
+ *
+ *
+ * cdef int bitset_findsucc(_BitSet* b, int i): # <<<<<<<<<<<<<<
+ * cdef int bitset, mask
+ * cdef int low, high, mid
+ */
+
+static int __pyx_f_3_sa_bitset_findsucc(struct __pyx_t_3_sa__BitSet *__pyx_v_b, int __pyx_v_i) {
+ int __pyx_v_bitset;
+ int __pyx_v_mask;
+ int __pyx_v_low;
+ int __pyx_v_high;
+ int __pyx_v_mid;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ __Pyx_RefNannySetupContext("bitset_findsucc", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":52
+ * cdef int low, high, mid
+ *
+ * if b.max_val == -1 or i >= b.max_val: # <<<<<<<<<<<<<<
+ * return -1
+ * if i < b.min_val:
+ */
+ __pyx_t_1 = ((__pyx_v_b->max_val == -1) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_i >= __pyx_v_b->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":53
+ *
+ * if b.max_val == -1 or i >= b.max_val:
+ * return -1 # <<<<<<<<<<<<<<
+ * if i < b.min_val:
+ * return b.min_val
+ */
+ __pyx_r = -1;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":54
+ * if b.max_val == -1 or i >= b.max_val:
+ * return -1
+ * if i < b.min_val: # <<<<<<<<<<<<<<
+ * return b.min_val
+ *
+ */
+ __pyx_t_3 = ((__pyx_v_i < __pyx_v_b->min_val) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":55
+ * return -1
+ * if i < b.min_val:
+ * return b.min_val # <<<<<<<<<<<<<<
+ *
+ * bitset = b.bitset & ~LOWER_MASK[i]
+ */
+ __pyx_r = __pyx_v_b->min_val;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":57
+ * return b.min_val
+ *
+ * bitset = b.bitset & ~LOWER_MASK[i] # <<<<<<<<<<<<<<
+ * low = i+1
+ * high = b.max_val+1
+ */
+ __pyx_v_bitset = (__pyx_v_b->bitset & (~(__pyx_v_3_sa_LOWER_MASK[__pyx_v_i])));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":58
+ *
+ * bitset = b.bitset & ~LOWER_MASK[i]
+ * low = i+1 # <<<<<<<<<<<<<<
+ * high = b.max_val+1
+ * while low < high-1:
+ */
+ __pyx_v_low = (__pyx_v_i + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":59
+ * bitset = b.bitset & ~LOWER_MASK[i]
+ * low = i+1
+ * high = b.max_val+1 # <<<<<<<<<<<<<<
+ * while low < high-1:
+ * mid = (high + low)/2
+ */
+ __pyx_v_high = (__pyx_v_b->max_val + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":60
+ * 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])
+ */
+ while (1) {
+ __pyx_t_3 = ((__pyx_v_low < (__pyx_v_high - 1)) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":61
+ * 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:
+ */
+ __pyx_v_mid = __Pyx_div_long((__pyx_v_high + __pyx_v_low), 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":62
+ * while low < high-1:
+ * mid = (high + low)/2
+ * mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1]) # <<<<<<<<<<<<<<
+ * if bitset & mask == 0:
+ * low = mid
+ */
+ __pyx_v_mask = (~((__pyx_v_3_sa_LOWER_MASK[(__pyx_v_high - 1)]) ^ (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_mid - 1)])));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":63
+ * mid = (high + low)/2
+ * mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1])
+ * if bitset & mask == 0: # <<<<<<<<<<<<<<
+ * low = mid
+ * else:
+ */
+ __pyx_t_3 = (((__pyx_v_bitset & __pyx_v_mask) == 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":64
+ * mask = ~(LOWER_MASK[high-1] ^ LOWER_MASK[mid-1])
+ * if bitset & mask == 0:
+ * low = mid # <<<<<<<<<<<<<<
+ * else:
+ * bitset = bitset & mask
+ */
+ __pyx_v_low = __pyx_v_mid;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":66
+ * low = mid
+ * else:
+ * bitset = bitset & mask # <<<<<<<<<<<<<<
+ * high = mid
+ * return low
+ */
+ __pyx_v_bitset = (__pyx_v_bitset & __pyx_v_mask);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":67
+ * else:
+ * bitset = bitset & mask
+ * high = mid # <<<<<<<<<<<<<<
+ * return low
+ *
+ */
+ __pyx_v_high = __pyx_v_mid;
+ }
+ __pyx_L7:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":68
+ * bitset = bitset & mask
+ * high = mid
+ * return low # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_v_low;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":71
+ *
+ *
+ * cdef int bitset_insert(_BitSet* b, int i): # <<<<<<<<<<<<<<
+ * cdef int val
+ *
+ */
+
+static int __pyx_f_3_sa_bitset_insert(struct __pyx_t_3_sa__BitSet *__pyx_v_b, int __pyx_v_i) {
+ int __pyx_v_val;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("bitset_insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":74
+ * cdef int val
+ *
+ * val = 1 << i # <<<<<<<<<<<<<<
+ * if b.bitset & val == 0:
+ * b.bitset = b.bitset | val
+ */
+ __pyx_v_val = (1 << __pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":75
+ *
+ * val = 1 << i
+ * if b.bitset & val == 0: # <<<<<<<<<<<<<<
+ * b.bitset = b.bitset | val
+ * if b.size == 0:
+ */
+ __pyx_t_1 = (((__pyx_v_b->bitset & __pyx_v_val) == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":76
+ * val = 1 << i
+ * if b.bitset & val == 0:
+ * b.bitset = b.bitset | val # <<<<<<<<<<<<<<
+ * if b.size == 0:
+ * b.min_val = i
+ */
+ __pyx_v_b->bitset = (__pyx_v_b->bitset | __pyx_v_val);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":77
+ * if b.bitset & val == 0:
+ * b.bitset = b.bitset | val
+ * if b.size == 0: # <<<<<<<<<<<<<<
+ * b.min_val = i
+ * b.max_val = i
+ */
+ __pyx_t_1 = ((__pyx_v_b->size == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":78
+ * b.bitset = b.bitset | val
+ * if b.size == 0:
+ * b.min_val = i # <<<<<<<<<<<<<<
+ * b.max_val = i
+ * else:
+ */
+ __pyx_v_b->min_val = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":79
+ * if b.size == 0:
+ * b.min_val = i
+ * b.max_val = i # <<<<<<<<<<<<<<
+ * else:
+ * if i < b.min_val:
+ */
+ __pyx_v_b->max_val = __pyx_v_i;
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":81
+ * b.max_val = i
+ * else:
+ * if i < b.min_val: # <<<<<<<<<<<<<<
+ * b.min_val = i
+ * if i > b.max_val:
+ */
+ __pyx_t_1 = ((__pyx_v_i < __pyx_v_b->min_val) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":82
+ * else:
+ * if i < b.min_val:
+ * b.min_val = i # <<<<<<<<<<<<<<
+ * if i > b.max_val:
+ * b.max_val = i
+ */
+ __pyx_v_b->min_val = __pyx_v_i;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":83
+ * if i < b.min_val:
+ * b.min_val = i
+ * if i > b.max_val: # <<<<<<<<<<<<<<
+ * b.max_val = i
+ * b.size = b.size + 1
+ */
+ __pyx_t_1 = ((__pyx_v_i > __pyx_v_b->max_val) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":84
+ * b.min_val = i
+ * if i > b.max_val:
+ * b.max_val = i # <<<<<<<<<<<<<<
+ * b.size = b.size + 1
+ * return 1
+ */
+ __pyx_v_b->max_val = __pyx_v_i;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":85
+ * if i > b.max_val:
+ * b.max_val = i
+ * b.size = b.size + 1 # <<<<<<<<<<<<<<
+ * return 1
+ * return 0
+ */
+ __pyx_v_b->size = (__pyx_v_b->size + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":86
+ * b.max_val = i
+ * b.size = b.size + 1
+ * return 1 # <<<<<<<<<<<<<<
+ * return 0
+ *
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":87
+ * b.size = b.size + 1
+ * 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/veb.pxi":90
+ *
+ *
+ * cdef int bitset_contains(_BitSet* b, int i): # <<<<<<<<<<<<<<
+ * cdef int val
+ *
+ */
+
+static int __pyx_f_3_sa_bitset_contains(struct __pyx_t_3_sa__BitSet *__pyx_v_b, int __pyx_v_i) {
+ int __pyx_v_val;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("bitset_contains", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":93
+ * cdef int val
+ *
+ * val = 1 << i # <<<<<<<<<<<<<<
+ * if b.bitset & val == 0:
+ * return 0
+ */
+ __pyx_v_val = (1 << __pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":94
+ *
+ * val = 1 << i
+ * if b.bitset & val == 0: # <<<<<<<<<<<<<<
+ * return 0
+ * else:
+ */
+ __pyx_t_1 = (((__pyx_v_b->bitset & __pyx_v_val) == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":95
+ * val = 1 << i
+ * if b.bitset & val == 0:
+ * return 0 # <<<<<<<<<<<<<<
+ * else:
+ * return 1
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":97
+ * return 0
+ * else:
+ * return 1 # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_14BitSetIterator_1__next__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_14BitSetIterator_1__next__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__next__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_14BitSetIterator___next__(((struct __pyx_obj_3_sa_BitSetIterator *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":104
+ * cdef int next_val
+ *
+ * def __next__(self): # <<<<<<<<<<<<<<
+ * cdef int ret_val
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_14BitSetIterator___next__(struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_self) {
+ int __pyx_v_ret_val;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__next__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":107
+ * cdef int ret_val
+ *
+ * if self.next_val == -1: # <<<<<<<<<<<<<<
+ * raise StopIteration()
+ * ret_val = self.next_val
+ */
+ __pyx_t_1 = ((__pyx_v_self->next_val == -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":108
+ *
+ * if self.next_val == -1:
+ * raise StopIteration() # <<<<<<<<<<<<<<
+ * ret_val = self.next_val
+ * self.next_val = bitset_findsucc(self.b, ret_val)
+ */
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_StopIteration, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_Raise(__pyx_t_2, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ {__pyx_filename = __pyx_f[6]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":109
+ * if self.next_val == -1:
+ * raise StopIteration()
+ * ret_val = self.next_val # <<<<<<<<<<<<<<
+ * self.next_val = bitset_findsucc(self.b, ret_val)
+ * return ret_val
+ */
+ __pyx_t_3 = __pyx_v_self->next_val;
+ __pyx_v_ret_val = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":110
+ * raise StopIteration()
+ * ret_val = self.next_val
+ * self.next_val = bitset_findsucc(self.b, ret_val) # <<<<<<<<<<<<<<
+ * return ret_val
+ *
+ */
+ __pyx_v_self->next_val = __pyx_f_3_sa_bitset_findsucc(__pyx_v_self->b, __pyx_v_ret_val);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":111
+ * ret_val = self.next_val
+ * self.next_val = bitset_findsucc(self.b, ret_val)
+ * return ret_val # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_ret_val); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.BitSetIterator.__next__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_6BitSet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_6BitSet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ if (unlikely(PyTuple_GET_SIZE(__pyx_args) > 0)) {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 0, 0, PyTuple_GET_SIZE(__pyx_args)); return -1;}
+ if (unlikely(__pyx_kwds) && unlikely(PyDict_Size(__pyx_kwds) > 0) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__cinit__", 0))) return -1;
+ __pyx_r = __pyx_pf_3_sa_6BitSet___cinit__(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":122
+ * cdef _BitSet* b
+ *
+ * def __cinit__(self): # <<<<<<<<<<<<<<
+ * self.b = new_BitSet()
+ *
+ */
+
+static int __pyx_pf_3_sa_6BitSet___cinit__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":123
+ *
+ * def __cinit__(self):
+ * self.b = new_BitSet() # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ __pyx_v_self->b = __pyx_f_3_sa_new_BitSet();
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_6BitSet_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_6BitSet_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_6BitSet_2__dealloc__(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":125
+ * self.b = new_BitSet()
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * free(self.b)
+ *
+ */
+
+static void __pyx_pf_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":126
+ *
+ * def __dealloc__(self):
+ * free(self.b) # <<<<<<<<<<<<<<
+ *
+ * def __iter__(self):
+ */
+ free(__pyx_v_self->b);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6BitSet_5__iter__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_6BitSet_5__iter__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_4__iter__(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":128
+ * free(self.b)
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef BitSetIterator it
+ * it = BitSetIterator()
+ */
+
+static PyObject *__pyx_pf_3_sa_6BitSet_4__iter__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ struct __pyx_obj_3_sa_BitSetIterator *__pyx_v_it = 0;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ struct __pyx_t_3_sa__BitSet *__pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__iter__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":130
+ * def __iter__(self):
+ * cdef BitSetIterator it
+ * it = BitSetIterator() # <<<<<<<<<<<<<<
+ * it.b = self.b
+ * it.next_val = self.b.min_val
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_BitSetIterator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_it = ((struct __pyx_obj_3_sa_BitSetIterator *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":131
+ * cdef BitSetIterator it
+ * it = BitSetIterator()
+ * it.b = self.b # <<<<<<<<<<<<<<
+ * it.next_val = self.b.min_val
+ * return it
+ */
+ __pyx_t_2 = __pyx_v_self->b;
+ __pyx_v_it->b = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":132
+ * it = BitSetIterator()
+ * it.b = self.b
+ * it.next_val = self.b.min_val # <<<<<<<<<<<<<<
+ * return it
+ *
+ */
+ __pyx_t_3 = __pyx_v_self->b->min_val;
+ __pyx_v_it->next_val = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":133
+ * it.b = self.b
+ * it.next_val = self.b.min_val
+ * return it # <<<<<<<<<<<<<<
+ *
+ * def insert(self, i):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_it));
+ __pyx_r = ((PyObject *)__pyx_v_it);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.BitSet.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_it);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6BitSet_7insert(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_6BitSet_7insert(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("insert (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_6insert(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":135
+ * return it
+ *
+ * def insert(self, i): # <<<<<<<<<<<<<<
+ * return bitset_insert(self.b, i)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6BitSet_6insert(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":136
+ *
+ * def insert(self, i):
+ * return bitset_insert(self.b, i) # <<<<<<<<<<<<<<
+ *
+ * def findsucc(self, i):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(__pyx_f_3_sa_bitset_insert(__pyx_v_self->b, __pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.BitSet.insert", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6BitSet_9findsucc(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_6BitSet_9findsucc(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("findsucc (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_8findsucc(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":138
+ * return bitset_insert(self.b, i)
+ *
+ * def findsucc(self, i): # <<<<<<<<<<<<<<
+ * return bitset_findsucc(self.b, i)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6BitSet_8findsucc(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("findsucc", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":139
+ *
+ * def findsucc(self, i):
+ * return bitset_findsucc(self.b, i) # <<<<<<<<<<<<<<
+ *
+ * def __str__(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(__pyx_f_3_sa_bitset_findsucc(__pyx_v_self->b, __pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.BitSet.findsucc", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6BitSet_11__str__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_6BitSet_11__str__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_10__str__(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":141
+ * 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)+")"
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6BitSet_10__str__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__str__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":142
+ *
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = ((PyObject *)__pyx_f_3_sa_dec2bin(__pyx_v_self->b->bitset)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, ((PyObject *)__pyx_kp_s_60)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->b->size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_Add(((PyObject *)__pyx_t_2), __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Add(__pyx_t_3, ((PyObject *)__pyx_kp_s_4)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_self->b->min_val); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_Add(__pyx_t_2, ((PyObject *)__pyx_kp_s_4)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_self->b->max_val); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, ((PyObject *)__pyx_kp_s_61)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.BitSet.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6BitSet_13min(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_6BitSet_13min(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("min (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_12min(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":144
+ * 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
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6BitSet_12min(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("min", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":145
+ *
+ * def min(self):
+ * return self.b.min_val # <<<<<<<<<<<<<<
+ *
+ * def max(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->b->min_val); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.BitSet.min", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6BitSet_15max(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_6BitSet_15max(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("max (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_14max(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":147
+ * return self.b.min_val
+ *
+ * def max(self): # <<<<<<<<<<<<<<
+ * return self.b.max_val
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6BitSet_14max(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("max", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":148
+ *
+ * def max(self):
+ * return self.b.max_val # <<<<<<<<<<<<<<
+ *
+ * def __len__(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->b->max_val); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.BitSet.max", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_ssize_t __pyx_pw_3_sa_6BitSet_17__len__(PyObject *__pyx_v_self); /*proto*/
+static Py_ssize_t __pyx_pw_3_sa_6BitSet_17__len__(PyObject *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_16__len__(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":150
+ * return self.b.max_val
+ *
+ * def __len__(self): # <<<<<<<<<<<<<<
+ * return self.b.size
+ *
+ */
+
+static Py_ssize_t __pyx_pf_3_sa_6BitSet_16__len__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":151
+ *
+ * def __len__(self):
+ * return self.b.size # <<<<<<<<<<<<<<
+ *
+ * def __contains__(self, i):
+ */
+ __pyx_r = __pyx_v_self->b->size;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_6BitSet_19__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static int __pyx_pw_3_sa_6BitSet_19__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__contains__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6BitSet_18__contains__(((struct __pyx_obj_3_sa_BitSet *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":153
+ * return self.b.size
+ *
+ * def __contains__(self, i): # <<<<<<<<<<<<<<
+ * return bool(bitset_contains(self.b, i))
+ *
+ */
+
+static int __pyx_pf_3_sa_6BitSet_18__contains__(struct __pyx_obj_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__contains__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":154
+ *
+ * def __contains__(self, i):
+ * return bool(bitset_contains(self.b, i)) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(__pyx_f_3_sa_bitset_contains(__pyx_v_self->b, __pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_r = (!(!__pyx_t_3));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.BitSet.__contains__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":157
+ *
+ *
+ * cdef str dec2bin(long i): # <<<<<<<<<<<<<<
+ * cdef str result = ""
+ * cdef unsigned d
+ */
+
+static PyObject *__pyx_f_3_sa_dec2bin(long __pyx_v_i) {
+ PyObject *__pyx_v_result = 0;
+ CYTHON_UNUSED unsigned int __pyx_v_d;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ unsigned int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("dec2bin", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":158
+ *
+ * cdef str dec2bin(long i):
+ * cdef str result = "" # <<<<<<<<<<<<<<
+ * cdef unsigned d
+ * for d in range(MIN_BOTTOM_SIZE):
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_47));
+ __pyx_v_result = __pyx_kp_s_47;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":160
+ * cdef str result = ""
+ * cdef unsigned d
+ * for d in range(MIN_BOTTOM_SIZE): # <<<<<<<<<<<<<<
+ * if i & LOWER_MASK[0] == 0:
+ * result = "0"+result
+ */
+ __pyx_t_1 = __pyx_v_3_sa_MIN_BOTTOM_SIZE;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_v_d = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":161
+ * cdef unsigned d
+ * for d in range(MIN_BOTTOM_SIZE):
+ * if i & LOWER_MASK[0] == 0: # <<<<<<<<<<<<<<
+ * result = "0"+result
+ * else:
+ */
+ __pyx_t_3 = (((__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[0])) == 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":162
+ * for d in range(MIN_BOTTOM_SIZE):
+ * if i & LOWER_MASK[0] == 0:
+ * result = "0"+result # <<<<<<<<<<<<<<
+ * else:
+ * result = "1"+result
+ */
+ __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_kp_s__0), ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((PyObject*)__pyx_t_4);
+ __pyx_t_4 = 0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":164
+ * result = "0"+result
+ * else:
+ * result = "1"+result # <<<<<<<<<<<<<<
+ * i = i >> 1
+ * return result
+ */
+ __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_kp_s__1), ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((PyObject*)__pyx_t_4);
+ __pyx_t_4 = 0;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":165
+ * else:
+ * result = "1"+result
+ * i = i >> 1 # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __pyx_v_i = (__pyx_v_i >> 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":166
+ * result = "1"+result
+ * i = i >> 1
+ * return result # <<<<<<<<<<<<<<
+ *
+ * cdef struct _VEB:
+ */
+ __Pyx_XDECREF(((PyObject *)__pyx_r));
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+
+ __pyx_r = ((PyObject*)Py_None); __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.dec2bin", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":177
+ * void** bottom
+ *
+ * cdef _VEB* new_VEB(int n): # <<<<<<<<<<<<<<
+ * cdef _VEB* veb
+ * cdef int num_bits, num_top_bits, i
+ */
+
+static struct __pyx_t_3_sa__VEB *__pyx_f_3_sa_new_VEB(int __pyx_v_n) {
+ struct __pyx_t_3_sa__VEB *__pyx_v_veb;
+ int __pyx_v_num_bits;
+ struct __pyx_t_3_sa__VEB *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ double __pyx_t_1;
+ double __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("new_VEB", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":181
+ * cdef int num_bits, num_top_bits, i
+ *
+ * veb = <_VEB*> malloc(sizeof(_VEB)) # <<<<<<<<<<<<<<
+ *
+ * num_bits = int(ceil(log(n) / log(2)))
+ */
+ __pyx_v_veb = ((struct __pyx_t_3_sa__VEB *)malloc((sizeof(struct __pyx_t_3_sa__VEB))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":183
+ * 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:
+ */
+ __pyx_t_1 = log(__pyx_v_n);
+ __pyx_t_2 = log(2.0);
+ if (unlikely(__pyx_t_2 == 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[6]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_num_bits = ((int)ceil((__pyx_t_1 / __pyx_t_2)));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":184
+ *
+ * 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
+ */
+ __pyx_v_veb->num_bottom_bits = __Pyx_div_long(__pyx_v_num_bits, 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":185
+ * 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
+ */
+ __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":186
+ * 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
+ *
+ */
+ __pyx_v_veb->num_bottom_bits = __pyx_v_3_sa_MIN_BOTTOM_BITS;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":187
+ * if veb.num_bottom_bits < MIN_BOTTOM_BITS:
+ * veb.num_bottom_bits = MIN_BOTTOM_BITS
+ * veb.top_universe_size = (n >> veb.num_bottom_bits) + 1 # <<<<<<<<<<<<<<
+ *
+ * veb.bottom = <void**> malloc(veb.top_universe_size * sizeof(void*))
+ */
+ __pyx_v_veb->top_universe_size = ((__pyx_v_n >> __pyx_v_veb->num_bottom_bits) + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":189
+ * veb.top_universe_size = (n >> veb.num_bottom_bits) + 1
+ *
+ * veb.bottom = <void**> malloc(veb.top_universe_size * sizeof(void*)) # <<<<<<<<<<<<<<
+ * memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*))
+ *
+ */
+ __pyx_v_veb->bottom = ((void **)malloc((__pyx_v_veb->top_universe_size * (sizeof(void *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":190
+ *
+ * veb.bottom = <void**> malloc(veb.top_universe_size * sizeof(void*))
+ * memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*)) # <<<<<<<<<<<<<<
+ *
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ */
+ memset(__pyx_v_veb->bottom, 0, (__pyx_v_veb->top_universe_size * (sizeof(void *))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":192
+ * memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*))
+ *
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<<
+ * veb.top = new_VEB(veb.top_universe_size)
+ * else:
+ */
+ __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":193
+ *
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * veb.top = new_VEB(veb.top_universe_size) # <<<<<<<<<<<<<<
+ * else:
+ * veb.top = new_BitSet()
+ */
+ __pyx_v_veb->top = __pyx_f_3_sa_new_VEB(__pyx_v_veb->top_universe_size);
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":195
+ * veb.top = new_VEB(veb.top_universe_size)
+ * else:
+ * veb.top = new_BitSet() # <<<<<<<<<<<<<<
+ *
+ * veb.max_val = -1
+ */
+ __pyx_v_veb->top = __pyx_f_3_sa_new_BitSet();
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":197
+ * veb.top = new_BitSet()
+ *
+ * veb.max_val = -1 # <<<<<<<<<<<<<<
+ * veb.min_val = -1
+ * veb.size = 0
+ */
+ __pyx_v_veb->max_val = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":198
+ *
+ * veb.max_val = -1
+ * veb.min_val = -1 # <<<<<<<<<<<<<<
+ * veb.size = 0
+ * return veb
+ */
+ __pyx_v_veb->min_val = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":199
+ * veb.max_val = -1
+ * veb.min_val = -1
+ * veb.size = 0 # <<<<<<<<<<<<<<
+ * return veb
+ *
+ */
+ __pyx_v_veb->size = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":200
+ * veb.min_val = -1
+ * veb.size = 0
+ * return veb # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_v_veb;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_WriteUnraisable("_sa.new_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":203
+ *
+ *
+ * cdef int VEB_insert(_VEB* veb, int i): # <<<<<<<<<<<<<<
+ * cdef _VEB* subv
+ * cdef _BitSet* subb
+ */
+
+static int __pyx_f_3_sa_VEB_insert(struct __pyx_t_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) {
+ struct __pyx_t_3_sa__VEB *__pyx_v_subv;
+ struct __pyx_t_3_sa__BitSet *__pyx_v_subb;
+ int __pyx_v_a;
+ int __pyx_v_b;
+ int __pyx_v_tmp;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ __Pyx_RefNannySetupContext("VEB_insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":208
+ * cdef int a, b, tmp
+ *
+ * if veb.size == 0: # <<<<<<<<<<<<<<
+ * veb.min_val = i
+ * veb.max_val = i
+ */
+ __pyx_t_1 = ((__pyx_v_veb->size == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":209
+ *
+ * if veb.size == 0:
+ * veb.min_val = i # <<<<<<<<<<<<<<
+ * veb.max_val = i
+ * elif i == veb.min_val or i == veb.max_val:
+ */
+ __pyx_v_veb->min_val = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":210
+ * if veb.size == 0:
+ * veb.min_val = i
+ * veb.max_val = i # <<<<<<<<<<<<<<
+ * elif i == veb.min_val or i == veb.max_val:
+ * return 0
+ */
+ __pyx_v_veb->max_val = __pyx_v_i;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":211
+ * veb.min_val = i
+ * veb.max_val = i
+ * elif i == veb.min_val or i == veb.max_val: # <<<<<<<<<<<<<<
+ * return 0
+ * else:
+ */
+ __pyx_t_1 = ((__pyx_v_i == __pyx_v_veb->min_val) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_i == __pyx_v_veb->max_val) != 0);
+ __pyx_t_3 = __pyx_t_2;
+ } else {
+ __pyx_t_3 = __pyx_t_1;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":212
+ * veb.max_val = i
+ * elif i == veb.min_val or i == veb.max_val:
+ * return 0 # <<<<<<<<<<<<<<
+ * else:
+ * if i < veb.min_val:
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":214
+ * return 0
+ * else:
+ * if i < veb.min_val: # <<<<<<<<<<<<<<
+ * tmp = i
+ * i = veb.min_val
+ */
+ __pyx_t_3 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":215
+ * else:
+ * if i < veb.min_val:
+ * tmp = i # <<<<<<<<<<<<<<
+ * i = veb.min_val
+ * veb.min_val = tmp
+ */
+ __pyx_v_tmp = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":216
+ * if i < veb.min_val:
+ * tmp = i
+ * i = veb.min_val # <<<<<<<<<<<<<<
+ * veb.min_val = tmp
+ * a = i >> veb.num_bottom_bits
+ */
+ __pyx_t_4 = __pyx_v_veb->min_val;
+ __pyx_v_i = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":217
+ * tmp = i
+ * i = veb.min_val
+ * veb.min_val = tmp # <<<<<<<<<<<<<<
+ * a = i >> veb.num_bottom_bits
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ */
+ __pyx_v_veb->min_val = __pyx_v_tmp;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":218
+ * i = veb.min_val
+ * veb.min_val = tmp
+ * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<<
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ * if veb.bottom[a] == NULL:
+ */
+ __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":219
+ * veb.min_val = tmp
+ * a = i >> veb.num_bottom_bits
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<<
+ * if veb.bottom[a] == NULL:
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ */
+ __pyx_v_b = (__pyx_v_i & (__pyx_v_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":220
+ * a = i >> veb.num_bottom_bits
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ * if veb.bottom[a] == NULL: # <<<<<<<<<<<<<<
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * subv = <_VEB*> veb.top
+ */
+ __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) == NULL) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":221
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ * if veb.bottom[a] == NULL:
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<<
+ * subv = <_VEB*> veb.top
+ * VEB_insert(subv, a)
+ */
+ __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_3_sa_MIN_BOTTOM_SIZE) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":222
+ * if veb.bottom[a] == NULL:
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * subv = <_VEB*> veb.top # <<<<<<<<<<<<<<
+ * VEB_insert(subv, a)
+ * else:
+ */
+ __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)__pyx_v_veb->top);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":223
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * subv = <_VEB*> veb.top
+ * VEB_insert(subv, a) # <<<<<<<<<<<<<<
+ * else:
+ * subb = <_BitSet*> veb.top
+ */
+ __pyx_f_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_a);
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":225
+ * VEB_insert(subv, a)
+ * else:
+ * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<<
+ * bitset_insert(subb, a)
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ */
+ __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":226
+ * else:
+ * subb = <_BitSet*> veb.top
+ * bitset_insert(subb, a) # <<<<<<<<<<<<<<
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits)
+ */
+ __pyx_f_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a);
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":227
+ * subb = <_BitSet*> veb.top
+ * bitset_insert(subb, a)
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<<
+ * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits)
+ * else:
+ */
+ __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":228
+ * bitset_insert(subb, a)
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<<
+ * else:
+ * veb.bottom[a] = new_BitSet()
+ */
+ (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits));
+ 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);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":256
+ * while i != -1:
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ * del_VEB(<_VEB*> veb.bottom[i]) # <<<<<<<<<<<<<<
+ * else:
+ * free(<_BitSet*> veb.bottom[i])
+ */
+ __pyx_t_3 = __pyx_f_3_sa_del_VEB(((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_i]))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":258
+ * del_VEB(<_VEB*> veb.bottom[i])
+ * else:
+ * free(<_BitSet*> veb.bottom[i]) # <<<<<<<<<<<<<<
+ *
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ */
+ free(((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_i])));
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":260
+ * free(<_BitSet*> veb.bottom[i])
+ *
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<<
+ * i = VEB_findsucc(<_VEB*> veb.top, i)
+ * 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":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);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":300
+ * if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ * subv = <_VEB*> veb.top
+ * c = VEB_findsucc(subv, a) # <<<<<<<<<<<<<<
+ * else:
+ * subb = <_BitSet*> veb.top
+ */
+ __pyx_v_c = __pyx_f_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_a);
+ goto __pyx_L10;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":302
+ * c = VEB_findsucc(subv, a)
+ * else:
+ * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<<
+ * c = bitset_findsucc(subb, a)
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ */
+ __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)__pyx_v_veb->top);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":303
+ * else:
+ * subb = <_BitSet*> veb.top
+ * c = bitset_findsucc(subb, a) # <<<<<<<<<<<<<<
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ * subv = <_VEB*> veb.bottom[c]
+ */
+ __pyx_v_c = __pyx_f_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_a);
+ }
+ __pyx_L10:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":304
+ * 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
+ */
+ __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":305
+ * 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:
+ */
+ __pyx_v_subv = ((struct __pyx_t_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_c]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":306
+ * 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]
+ */
+ __pyx_v_j = ((__pyx_v_c << __pyx_v_veb->num_bottom_bits) + __pyx_v_subv->min_val);
+ goto __pyx_L11;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":308
+ * 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
+ */
+ __pyx_v_subb = ((struct __pyx_t_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_c]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":309
+ * else:
+ * subb = <_BitSet*> veb.bottom[c]
+ * j = (c << veb.num_bottom_bits) + subb.min_val # <<<<<<<<<<<<<<
+ * return j
+ *
+ */
+ __pyx_v_j = ((__pyx_v_c << __pyx_v_veb->num_bottom_bits) + __pyx_v_subb->min_val);
+ }
+ __pyx_L11:;
+ goto __pyx_L9;
+ }
+ __pyx_L9:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":310
+ * subb = <_BitSet*> veb.bottom[c]
+ * j = (c << veb.num_bottom_bits) + subb.min_val
+ * return j # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_v_j;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":313
+ *
+ *
+ * cdef int VEB_contains(_VEB* veb, int i): # <<<<<<<<<<<<<<
+ * cdef _VEB* subv
+ * cdef _BitSet* subb
+ */
+
+static int __pyx_f_3_sa_VEB_contains(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_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ __Pyx_RefNannySetupContext("VEB_contains", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":318
+ * cdef int a, b
+ *
+ * if veb.size == 0 or i < veb.min_val or i > veb.max_val: # <<<<<<<<<<<<<<
+ * return 0
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_veb->size == 0) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0);
+ if (!__pyx_t_2) {
+ __pyx_t_3 = ((__pyx_v_i > __pyx_v_veb->max_val) != 0);
+ __pyx_t_4 = __pyx_t_3;
+ } else {
+ __pyx_t_4 = __pyx_t_2;
+ }
+ __pyx_t_2 = __pyx_t_4;
+ } else {
+ __pyx_t_2 = __pyx_t_1;
+ }
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":319
+ *
+ * if veb.size == 0 or i < veb.min_val or i > veb.max_val:
+ * return 0 # <<<<<<<<<<<<<<
+ *
+ * if veb.min_val == i:
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":321
+ * return 0
+ *
+ * if veb.min_val == i: # <<<<<<<<<<<<<<
+ * return 1
+ * else:
+ */
+ __pyx_t_2 = ((__pyx_v_veb->min_val == __pyx_v_i) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":322
+ *
+ * if veb.min_val == i:
+ * return 1 # <<<<<<<<<<<<<<
+ * else:
+ * if veb.size == 1:
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":324
+ * return 1
+ * else:
+ * if veb.size == 1: # <<<<<<<<<<<<<<
+ * return 0
+ *
+ */
+ __pyx_t_2 = ((__pyx_v_veb->size == 1) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":325
+ * else:
+ * if veb.size == 1:
+ * return 0 # <<<<<<<<<<<<<<
+ *
+ * a = i >> veb.num_bottom_bits
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":327
+ * return 0
+ *
+ * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<<
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ * if veb.bottom[a] == NULL:
+ */
+ __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":328
+ *
+ * a = i >> veb.num_bottom_bits
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<<
+ * if veb.bottom[a] == NULL:
+ * return 0
+ */
+ __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":329
+ * a = i >> veb.num_bottom_bits
+ * b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ * if veb.bottom[a] == NULL: # <<<<<<<<<<<<<<
+ * return 0
+ * else:
+ */
+ __pyx_t_2 = (((__pyx_v_veb->bottom[__pyx_v_a]) == NULL) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":330
+ * 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:
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":332
+ * return 0
+ * else:
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<<
+ * subv = <_VEB*> veb.bottom[a]
+ * return VEB_contains(subv, b)
+ */
+ __pyx_t_2 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_3_sa_MIN_BOTTOM_BITS) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":333
+ * else:
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<<
+ * return VEB_contains(subv, b)
+ * else:
+ */
+ __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":334
+ * if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ * subv = <_VEB*> veb.bottom[a]
+ * return VEB_contains(subv, b) # <<<<<<<<<<<<<<
+ * else:
+ * subb = <_BitSet*> veb.bottom[a]
+ */
+ __pyx_r = __pyx_f_3_sa_VEB_contains(__pyx_v_subv, __pyx_v_b);
+ goto __pyx_L0;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":336
+ * return VEB_contains(subv, b)
+ * else:
+ * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<<
+ * return bitset_contains(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":337
+ * else:
+ * subb = <_BitSet*> veb.bottom[a]
+ * return bitset_contains(subb, b) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_f_3_sa_bitset_contains(__pyx_v_subb, __pyx_v_b);
+ goto __pyx_L0;
+ }
+ __pyx_L7:;
+ }
+ __pyx_L6:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11VEBIterator_1__next__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_11VEBIterator_1__next__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__next__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_11VEBIterator___next__(((struct __pyx_obj_3_sa_VEBIterator *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":344
+ * cdef int next_val
+ *
+ * def __next__(self): # <<<<<<<<<<<<<<
+ * cdef int ret_val
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_11VEBIterator___next__(struct __pyx_obj_3_sa_VEBIterator *__pyx_v_self) {
+ int __pyx_v_ret_val;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__next__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":347
+ * cdef int ret_val
+ *
+ * if self.next_val == -1: # <<<<<<<<<<<<<<
+ * raise StopIteration()
+ * ret_val = self.next_val
+ */
+ __pyx_t_1 = ((__pyx_v_self->next_val == -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":348
+ *
+ * if self.next_val == -1:
+ * raise StopIteration() # <<<<<<<<<<<<<<
+ * ret_val = self.next_val
+ * self.next_val = VEB_findsucc(self.v, ret_val)
+ */
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_StopIteration, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_Raise(__pyx_t_2, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ {__pyx_filename = __pyx_f[6]; __pyx_lineno = 348; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":349
+ * if self.next_val == -1:
+ * raise StopIteration()
+ * ret_val = self.next_val # <<<<<<<<<<<<<<
+ * self.next_val = VEB_findsucc(self.v, ret_val)
+ * return ret_val
+ */
+ __pyx_t_3 = __pyx_v_self->next_val;
+ __pyx_v_ret_val = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":350
+ * raise StopIteration()
+ * ret_val = self.next_val
+ * self.next_val = VEB_findsucc(self.v, ret_val) # <<<<<<<<<<<<<<
+ * return ret_val
+ *
+ */
+ __pyx_v_self->next_val = __pyx_f_3_sa_VEB_findsucc(__pyx_v_self->v, __pyx_v_ret_val);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":351
+ * ret_val = self.next_val
+ * self.next_val = VEB_findsucc(self.v, ret_val)
+ * return ret_val # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_ret_val); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.VEBIterator.__next__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_3VEB_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_3VEB_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_size;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0};
+ PyObject* values[1] = {0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ }
+ __pyx_v_size = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_size == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[6]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.VEB.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_3VEB___cinit__(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self), __pyx_v_size);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":360
+ * cdef int _first(self)
+ *
+ * def __cinit__(self, int size): # <<<<<<<<<<<<<<
+ * self.veb = new_VEB(size)
+ *
+ */
+
+static int __pyx_pf_3_sa_3VEB___cinit__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_size) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":361
+ *
+ * def __cinit__(self, int size):
+ * self.veb = new_VEB(size) # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ __pyx_v_self->veb = __pyx_f_3_sa_new_VEB(__pyx_v_size);
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_3VEB_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_3VEB_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_3VEB_2__dealloc__(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":363
+ * self.veb = new_VEB(size)
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * del_VEB(self.veb)
+ *
+ */
+
+static void __pyx_pf_3_sa_3VEB_2__dealloc__(struct __pyx_obj_3_sa_VEB *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":364
+ *
+ * def __dealloc__(self):
+ * del_VEB(self.veb) # <<<<<<<<<<<<<<
+ *
+ * def __iter__(self):
+ */
+ __pyx_t_1 = __pyx_f_3_sa_del_VEB(__pyx_v_self->veb); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.VEB.__dealloc__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_3VEB_5__iter__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_3VEB_5__iter__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_3VEB_4__iter__(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":366
+ * del_VEB(self.veb)
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef VEBIterator it
+ * it = VEBIterator()
+ */
+
+static PyObject *__pyx_pf_3_sa_3VEB_4__iter__(struct __pyx_obj_3_sa_VEB *__pyx_v_self) {
+ struct __pyx_obj_3_sa_VEBIterator *__pyx_v_it = 0;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ struct __pyx_t_3_sa__VEB *__pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__iter__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":368
+ * def __iter__(self):
+ * cdef VEBIterator it
+ * it = VEBIterator() # <<<<<<<<<<<<<<
+ * it.v = self.veb
+ * it.next_val = self.veb.min_val
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_VEBIterator)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_it = ((struct __pyx_obj_3_sa_VEBIterator *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":369
+ * cdef VEBIterator it
+ * it = VEBIterator()
+ * it.v = self.veb # <<<<<<<<<<<<<<
+ * it.next_val = self.veb.min_val
+ * return it
+ */
+ __pyx_t_2 = __pyx_v_self->veb;
+ __pyx_v_it->v = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":370
+ * it = VEBIterator()
+ * it.v = self.veb
+ * it.next_val = self.veb.min_val # <<<<<<<<<<<<<<
+ * return it
+ *
+ */
+ __pyx_t_3 = __pyx_v_self->veb->min_val;
+ __pyx_v_it->next_val = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":371
+ * it.v = self.veb
+ * it.next_val = self.veb.min_val
+ * return it # <<<<<<<<<<<<<<
+ *
+ * def insert(self, i):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_it));
+ __pyx_r = ((PyObject *)__pyx_v_it);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.VEB.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_it);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_3VEB_7insert(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_3VEB_7insert(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("insert (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_3VEB_6insert(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":373
+ * return it
+ *
+ * def insert(self, i): # <<<<<<<<<<<<<<
+ * return VEB_insert(self.veb, i)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_3VEB_6insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":374
+ *
+ * def insert(self, i):
+ * return VEB_insert(self.veb, i) # <<<<<<<<<<<<<<
+ *
+ * cdef int _insert(self, int i):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(__pyx_f_3_sa_VEB_insert(__pyx_v_self->veb, __pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.VEB.insert", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":376
+ * return VEB_insert(self.veb, i)
+ *
+ * cdef int _insert(self, int i): # <<<<<<<<<<<<<<
+ * return VEB_insert(self.veb, i)
+ *
+ */
+
+static int __pyx_f_3_sa_3VEB__insert(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_i) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":377
+ *
+ * cdef int _insert(self, int i):
+ * return VEB_insert(self.veb, i) # <<<<<<<<<<<<<<
+ *
+ * def findsucc(self, i):
+ */
+ __pyx_r = __pyx_f_3_sa_VEB_insert(__pyx_v_self->veb, __pyx_v_i);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_3VEB_9findsucc(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_3VEB_9findsucc(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("findsucc (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_3VEB_8findsucc(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":379
+ * return VEB_insert(self.veb, i)
+ *
+ * def findsucc(self, i): # <<<<<<<<<<<<<<
+ * return VEB_findsucc(self.veb, i)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_3VEB_8findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("findsucc", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":380
+ *
+ * def findsucc(self, i):
+ * return VEB_findsucc(self.veb, i) # <<<<<<<<<<<<<<
+ *
+ * cdef int _first(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 380; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(__pyx_f_3_sa_VEB_findsucc(__pyx_v_self->veb, __pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 380; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.VEB.findsucc", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":382
+ * return VEB_findsucc(self.veb, i)
+ *
+ * cdef int _first(self): # <<<<<<<<<<<<<<
+ * return self.veb.min_val
+ *
+ */
+
+static int __pyx_f_3_sa_3VEB__first(struct __pyx_obj_3_sa_VEB *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_first", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":383
+ *
+ * cdef int _first(self):
+ * return self.veb.min_val # <<<<<<<<<<<<<<
+ *
+ * cdef int _findsucc(self, int i):
+ */
+ __pyx_r = __pyx_v_self->veb->min_val;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":385
+ * return self.veb.min_val
+ *
+ * cdef int _findsucc(self, int i): # <<<<<<<<<<<<<<
+ * return VEB_findsucc(self.veb, i)
+ *
+ */
+
+static int __pyx_f_3_sa_3VEB__findsucc(struct __pyx_obj_3_sa_VEB *__pyx_v_self, int __pyx_v_i) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_findsucc", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":386
+ *
+ * cdef int _findsucc(self, int i):
+ * return VEB_findsucc(self.veb, i) # <<<<<<<<<<<<<<
+ *
+ * def __len__(self):
+ */
+ __pyx_r = __pyx_f_3_sa_VEB_findsucc(__pyx_v_self->veb, __pyx_v_i);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_ssize_t __pyx_pw_3_sa_3VEB_11__len__(PyObject *__pyx_v_self); /*proto*/
+static Py_ssize_t __pyx_pw_3_sa_3VEB_11__len__(PyObject *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_3VEB_10__len__(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":388
+ * return VEB_findsucc(self.veb, i)
+ *
+ * def __len__(self): # <<<<<<<<<<<<<<
+ * return self.veb.size
+ *
+ */
+
+static Py_ssize_t __pyx_pf_3_sa_3VEB_10__len__(struct __pyx_obj_3_sa_VEB *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":389
+ *
+ * def __len__(self):
+ * return self.veb.size # <<<<<<<<<<<<<<
+ *
+ * def __contains__(self, i):
+ */
+ __pyx_r = __pyx_v_self->veb->size;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_3VEB_13__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static int __pyx_pw_3_sa_3VEB_13__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__contains__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_3VEB_12__contains__(((struct __pyx_obj_3_sa_VEB *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":391
+ * return self.veb.size
+ *
+ * def __contains__(self, i): # <<<<<<<<<<<<<<
+ * return VEB_contains(self.veb, i)
+ */
+
+static int __pyx_pf_3_sa_3VEB_12__contains__(struct __pyx_obj_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__contains__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/veb.pxi":392
+ *
+ * def __contains__(self, i):
+ * return VEB_contains(self.veb, i) # <<<<<<<<<<<<<<
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_f_3_sa_VEB_contains(__pyx_v_self->veb, __pyx_t_1);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.VEB.__contains__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_3LCP_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_3LCP_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sa = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__sa,0};
+ PyObject* values[1] = {0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sa)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ }
+ __pyx_v_sa = ((struct __pyx_obj_3_sa_SuffixArray *)values[0]);
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[9]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.LCP.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sa), __pyx_ptype_3_sa_SuffixArray, 1, "sa", 0))) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_3LCP___cinit__(((struct __pyx_obj_3_sa_LCP *)__pyx_v_self), __pyx_v_sa);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":9
+ * cdef IntList lcp
+ *
+ * def __cinit__(self, SuffixArray sa): # <<<<<<<<<<<<<<
+ * cdef int i, k, j, h, n
+ * cdef IntList rank
+ */
+
+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) {
+ int __pyx_v_i;
+ int __pyx_v_k;
+ int __pyx_v_j;
+ int __pyx_v_h;
+ int __pyx_v_n;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_rank = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":13
+ * cdef IntList rank
+ *
+ * logger.info("Constructing LCP array") # <<<<<<<<<<<<<<
+ * self.sa = sa
+ * n = self.sa.sa.len
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 13; __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_63), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":14
+ *
+ * logger.info("Constructing LCP array")
+ * self.sa = sa # <<<<<<<<<<<<<<
+ * n = self.sa.sa.len
+ * self.lcp = IntList(initial_len=n)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_sa));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_sa));
+ __Pyx_GOTREF(__pyx_v_self->sa);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sa));
+ __pyx_v_self->sa = __pyx_v_sa;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":15
+ * logger.info("Constructing LCP array")
+ * self.sa = sa
+ * n = self.sa.sa.len # <<<<<<<<<<<<<<
+ * self.lcp = IntList(initial_len=n)
+ *
+ */
+ __pyx_t_3 = __pyx_v_self->sa->sa->len;
+ __pyx_v_n = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":16
+ * self.sa = sa
+ * n = self.sa.sa.len
+ * self.lcp = IntList(initial_len=n) # <<<<<<<<<<<<<<
+ *
+ * rank = IntList(initial_len=n)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->lcp);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->lcp));
+ __pyx_v_self->lcp = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":18
+ * self.lcp = IntList(initial_len=n)
+ *
+ * rank = IntList(initial_len=n) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < n:
+ * rank.arr[sa.sa.arr[i]] = i
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_1) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_rank = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":19
+ *
+ * rank = IntList(initial_len=n)
+ * for i from 0 <= i < n: # <<<<<<<<<<<<<<
+ * rank.arr[sa.sa.arr[i]] = i
+ *
+ */
+ __pyx_t_3 = __pyx_v_n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":20
+ * rank = IntList(initial_len=n)
+ * for i from 0 <= i < n:
+ * rank.arr[sa.sa.arr[i]] = i # <<<<<<<<<<<<<<
+ *
+ * h = 0
+ */
+ (__pyx_v_rank->arr[(__pyx_v_sa->sa->arr[__pyx_v_i])]) = __pyx_v_i;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":22
+ * rank.arr[sa.sa.arr[i]] = i
+ *
+ * h = 0 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < n:
+ * k = rank.arr[i]
+ */
+ __pyx_v_h = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":23
+ *
+ * h = 0
+ * for i from 0 <= i < n: # <<<<<<<<<<<<<<
+ * k = rank.arr[i]
+ * if k == 0:
+ */
+ __pyx_t_3 = __pyx_v_n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":24
+ * h = 0
+ * for i from 0 <= i < n:
+ * k = rank.arr[i] # <<<<<<<<<<<<<<
+ * if k == 0:
+ * self.lcp.arr[k] = -1
+ */
+ __pyx_v_k = (__pyx_v_rank->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":25
+ * for i from 0 <= i < n:
+ * k = rank.arr[i]
+ * if k == 0: # <<<<<<<<<<<<<<
+ * self.lcp.arr[k] = -1
+ * else:
+ */
+ __pyx_t_4 = ((__pyx_v_k == 0) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":26
+ * k = rank.arr[i]
+ * if k == 0:
+ * self.lcp.arr[k] = -1 # <<<<<<<<<<<<<<
+ * else:
+ * j = sa.sa.arr[k-1]
+ */
+ (__pyx_v_self->lcp->arr[__pyx_v_k]) = -1;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":28
+ * 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
+ */
+ __pyx_v_j = (__pyx_v_sa->sa->arr[(__pyx_v_k - 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":29
+ * 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
+ */
+ while (1) {
+ __pyx_t_4 = (((__pyx_v_i + __pyx_v_h) < __pyx_v_n) != 0);
+ if (__pyx_t_4) {
+ __pyx_t_5 = (((__pyx_v_j + __pyx_v_h) < __pyx_v_n) != 0);
+ if (__pyx_t_5) {
+ __pyx_t_6 = (((__pyx_v_sa->darray->data->arr[(__pyx_v_i + __pyx_v_h)]) == (__pyx_v_sa->darray->data->arr[(__pyx_v_j + __pyx_v_h)])) != 0);
+ __pyx_t_7 = __pyx_t_6;
+ } else {
+ __pyx_t_7 = __pyx_t_5;
+ }
+ __pyx_t_5 = __pyx_t_7;
+ } else {
+ __pyx_t_5 = __pyx_t_4;
+ }
+ if (!__pyx_t_5) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":30
+ * 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:
+ */
+ __pyx_v_h = (__pyx_v_h + 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":31
+ * 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
+ */
+ (__pyx_v_self->lcp->arr[__pyx_v_k]) = __pyx_v_h;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":32
+ * h = h+1
+ * self.lcp.arr[k] = h
+ * if h > 0: # <<<<<<<<<<<<<<
+ * h = h-1
+ * logger.info("LCP array completed")
+ */
+ __pyx_t_5 = ((__pyx_v_h > 0) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":33
+ * self.lcp.arr[k] = h
+ * if h > 0:
+ * h = h-1 # <<<<<<<<<<<<<<
+ * logger.info("LCP array completed")
+ *
+ */
+ __pyx_v_h = (__pyx_v_h - 1);
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":34
+ * if h > 0:
+ * h = h-1
+ * logger.info("LCP array completed") # <<<<<<<<<<<<<<
+ *
+ * def compute_stats(self, int max_n):
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 34; __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_65), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.LCP.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_rank);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_3LCP_4generator1(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_3LCP_3compute_stats(PyObject *__pyx_v_self, PyObject *__pyx_arg_max_n); /*proto*/
+static char __pyx_doc_3_sa_3LCP_2compute_stats[] = "Note: the output of this function is not exact. In\n particular, the frequency associated with each word is \n not guaranteed to be correct. This is due to a bit of\n laxness in the design; the function is intended only to\n obtain a list of the most frequent words; for this \n purpose it is perfectly fine";
+static PyObject *__pyx_pw_3_sa_3LCP_3compute_stats(PyObject *__pyx_v_self, PyObject *__pyx_arg_max_n) {
+ int __pyx_v_max_n;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("compute_stats (wrapper)", 0);
+ assert(__pyx_arg_max_n); {
+ __pyx_v_max_n = __Pyx_PyInt_AsInt(__pyx_arg_max_n); if (unlikely((__pyx_v_max_n == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.LCP.compute_stats", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_3LCP_2compute_stats(((struct __pyx_obj_3_sa_LCP *)__pyx_v_self), ((int)__pyx_v_max_n));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/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
+ */
+
+static PyObject *__pyx_pf_3_sa_3LCP_2compute_stats(struct __pyx_obj_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("compute_stats", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *)__pyx_tp_new_3_sa___pyx_scope_struct_3_compute_stats(__pyx_ptype_3_sa___pyx_scope_struct_3_compute_stats, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __pyx_cur_scope->__pyx_v_max_n = __pyx_v_max_n;
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_3LCP_4generator1, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.LCP.compute_stats", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_3LCP_4generator1(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ 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_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L26_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":48
+ * cdef VEB veb
+ *
+ * N = self.sa.sa.len # <<<<<<<<<<<<<<
+ *
+ * ngram_starts = []
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->sa->sa->len;
+ __pyx_cur_scope->__pyx_v_N = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":50
+ * N = self.sa.sa.len
+ *
+ * ngram_starts = [] # <<<<<<<<<<<<<<
+ * for n from 0 <= n < max_n:
+ * ngram_starts.append(IntList(initial_len=N))
+ */
+ __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_cur_scope->__pyx_v_ngram_starts = ((PyObject*)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":51
+ *
+ * ngram_starts = []
+ * for n from 0 <= n < max_n: # <<<<<<<<<<<<<<
+ * ngram_starts.append(IntList(initial_len=N))
+ *
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_max_n;
+ for (__pyx_cur_scope->__pyx_v_n = 0; __pyx_cur_scope->__pyx_v_n < __pyx_t_1; __pyx_cur_scope->__pyx_v_n++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":52
+ * ngram_starts = []
+ * for n from 0 <= n < max_n:
+ * ngram_starts.append(IntList(initial_len=N)) # <<<<<<<<<<<<<<
+ *
+ * run_start = IntList(initial_len=max_n)
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_N); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_4 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_ngram_starts, __pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":54
+ * ngram_starts.append(IntList(initial_len=N))
+ *
+ * run_start = IntList(initial_len=max_n) # <<<<<<<<<<<<<<
+ * veb = VEB(N)
+ *
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_2 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_max_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_2) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_cur_scope->__pyx_v_run_start = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":55
+ *
+ * run_start = IntList(initial_len=max_n)
+ * veb = VEB(N) # <<<<<<<<<<<<<<
+ *
+ * for i from 0 <= i < N:
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_N); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_VEB)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_cur_scope->__pyx_v_veb = ((struct __pyx_obj_3_sa_VEB *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":57
+ * veb = VEB(N)
+ *
+ * for i from 0 <= i < N: # <<<<<<<<<<<<<<
+ * h = self.lcp.arr[i]
+ * if h < 0:
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_N;
+ for (__pyx_cur_scope->__pyx_v_i = 0; __pyx_cur_scope->__pyx_v_i < __pyx_t_1; __pyx_cur_scope->__pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":58
+ *
+ * for i from 0 <= i < N:
+ * h = self.lcp.arr[i] # <<<<<<<<<<<<<<
+ * if h < 0:
+ * h = 0
+ */
+ __pyx_cur_scope->__pyx_v_h = (__pyx_cur_scope->__pyx_v_self->lcp->arr[__pyx_cur_scope->__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":59
+ * for i from 0 <= i < N:
+ * h = self.lcp.arr[i]
+ * if h < 0: # <<<<<<<<<<<<<<
+ * h = 0
+ * for n from h <= n < max_n:
+ */
+ __pyx_t_5 = ((__pyx_cur_scope->__pyx_v_h < 0) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":60
+ * h = self.lcp.arr[i]
+ * if h < 0:
+ * h = 0 # <<<<<<<<<<<<<<
+ * for n from h <= n < max_n:
+ * rs = run_start.arr[n]
+ */
+ __pyx_cur_scope->__pyx_v_h = 0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":61
+ * if h < 0:
+ * h = 0
+ * for n from h <= n < max_n: # <<<<<<<<<<<<<<
+ * rs = run_start.arr[n]
+ * run_start.arr[n] = i
+ */
+ __pyx_t_6 = __pyx_cur_scope->__pyx_v_max_n;
+ for (__pyx_cur_scope->__pyx_v_n = __pyx_cur_scope->__pyx_v_h; __pyx_cur_scope->__pyx_v_n < __pyx_t_6; __pyx_cur_scope->__pyx_v_n++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":62
+ * h = 0
+ * for n from h <= n < max_n:
+ * rs = run_start.arr[n] # <<<<<<<<<<<<<<
+ * run_start.arr[n] = i
+ * freq = i - rs
+ */
+ __pyx_cur_scope->__pyx_v_rs = (__pyx_cur_scope->__pyx_v_run_start->arr[__pyx_cur_scope->__pyx_v_n]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":63
+ * 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
+ */
+ (__pyx_cur_scope->__pyx_v_run_start->arr[__pyx_cur_scope->__pyx_v_n]) = __pyx_cur_scope->__pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":64
+ * rs = run_start.arr[n]
+ * run_start.arr[n] = i
+ * freq = i - rs # <<<<<<<<<<<<<<
+ * if freq > 1000: # arbitrary, but see note below
+ * veb._insert(freq)
+ */
+ __pyx_cur_scope->__pyx_v_freq = (__pyx_cur_scope->__pyx_v_i - __pyx_cur_scope->__pyx_v_rs);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":65
+ * run_start.arr[n] = i
+ * freq = i - rs
+ * if freq > 1000: # arbitrary, but see note below # <<<<<<<<<<<<<<
+ * veb._insert(freq)
+ * ngram_start = ngram_starts[n]
+ */
+ __pyx_t_5 = ((__pyx_cur_scope->__pyx_v_freq > 1000) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":66
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_VEB *)__pyx_cur_scope->__pyx_v_veb->__pyx_vtab)->_insert(__pyx_cur_scope->__pyx_v_veb, __pyx_cur_scope->__pyx_v_freq);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":67
+ * 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
+ */
+ __pyx_t_2 = __Pyx_GetItemInt_List(((PyObject *)__pyx_cur_scope->__pyx_v_ngram_starts), __pyx_cur_scope->__pyx_v_n, sizeof(int), PyInt_FromLong, 1, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram_start));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram_start));
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_cur_scope->__pyx_v_ngram_start = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":68
+ * 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
+ */
+ while (1) {
+ __pyx_t_5 = (((__pyx_cur_scope->__pyx_v_ngram_start->arr[__pyx_cur_scope->__pyx_v_freq]) > 0) != 0);
+ if (!__pyx_t_5) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":69
+ * 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
+ */
+ __pyx_cur_scope->__pyx_v_freq = (__pyx_cur_scope->__pyx_v_freq + 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":70
+ * 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:
+ */
+ (__pyx_cur_scope->__pyx_v_ngram_start->arr[__pyx_cur_scope->__pyx_v_freq]) = __pyx_cur_scope->__pyx_v_rs;
+ goto __pyx_L11;
+ }
+ __pyx_L11:;
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":71
+ * 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)
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_veb->veb->min_val;
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":72
+ * ngram_start.arr[freq] = rs
+ * i = veb.veb.min_val
+ * while i != -1: # <<<<<<<<<<<<<<
+ * ii = veb._findsucc(i)
+ * for n from 0 <= n < max_n:
+ */
+ while (1) {
+ __pyx_t_5 = ((__pyx_cur_scope->__pyx_v_i != -1) != 0);
+ if (!__pyx_t_5) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":73
+ * i = veb.veb.min_val
+ * while i != -1:
+ * ii = veb._findsucc(i) # <<<<<<<<<<<<<<
+ * for n from 0 <= n < max_n:
+ * ngram_start = ngram_starts[n]
+ */
+ __pyx_cur_scope->__pyx_v_ii = ((struct __pyx_vtabstruct_3_sa_VEB *)__pyx_cur_scope->__pyx_v_veb->__pyx_vtab)->_findsucc(__pyx_cur_scope->__pyx_v_veb, __pyx_cur_scope->__pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":74
+ * while i != -1:
+ * ii = veb._findsucc(i)
+ * for n from 0 <= n < max_n: # <<<<<<<<<<<<<<
+ * ngram_start = ngram_starts[n]
+ * iii = i
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_max_n;
+ for (__pyx_cur_scope->__pyx_v_n = 0; __pyx_cur_scope->__pyx_v_n < __pyx_t_1; __pyx_cur_scope->__pyx_v_n++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":75
+ * ii = veb._findsucc(i)
+ * for n from 0 <= n < max_n:
+ * ngram_start = ngram_starts[n] # <<<<<<<<<<<<<<
+ * iii = i
+ * rs = ngram_start.arr[iii]
+ */
+ __pyx_t_2 = __Pyx_GetItemInt_List(((PyObject *)__pyx_cur_scope->__pyx_v_ngram_starts), __pyx_cur_scope->__pyx_v_n, sizeof(int), PyInt_FromLong, 1, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram_start));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram_start));
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_cur_scope->__pyx_v_ngram_start = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":76
+ * 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:
+ */
+ __pyx_cur_scope->__pyx_v_iii = __pyx_cur_scope->__pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":77
+ * 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]
+ */
+ __pyx_cur_scope->__pyx_v_rs = (__pyx_cur_scope->__pyx_v_ngram_start->arr[__pyx_cur_scope->__pyx_v_iii]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":78
+ * iii = i
+ * rs = ngram_start.arr[iii]
+ * while (ii==-1 or iii < ii) and rs != 0: # <<<<<<<<<<<<<<
+ * j = self.sa.sa.arr[rs]
+ * valid = 1
+ */
+ while (1) {
+ __pyx_t_5 = ((__pyx_cur_scope->__pyx_v_ii == -1) != 0);
+ if (!__pyx_t_5) {
+ __pyx_t_7 = ((__pyx_cur_scope->__pyx_v_iii < __pyx_cur_scope->__pyx_v_ii) != 0);
+ __pyx_t_8 = __pyx_t_7;
+ } else {
+ __pyx_t_8 = __pyx_t_5;
+ }
+ if (__pyx_t_8) {
+ __pyx_t_5 = ((__pyx_cur_scope->__pyx_v_rs != 0) != 0);
+ __pyx_t_7 = __pyx_t_5;
+ } else {
+ __pyx_t_7 = __pyx_t_8;
+ }
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":79
+ * 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:
+ */
+ __pyx_cur_scope->__pyx_v_j = (__pyx_cur_scope->__pyx_v_self->sa->sa->arr[__pyx_cur_scope->__pyx_v_rs]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":80
+ * 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:
+ */
+ __pyx_cur_scope->__pyx_v_valid = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":81
+ * 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
+ */
+ __pyx_t_9 = (__pyx_cur_scope->__pyx_v_n + 1);
+ for (__pyx_cur_scope->__pyx_v_k = 0; __pyx_cur_scope->__pyx_v_k < __pyx_t_9; __pyx_cur_scope->__pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":82
+ * valid = 1
+ * for k from 0 <= k < n+1:
+ * if self.sa.darray.data.arr[j+k] < 2: # <<<<<<<<<<<<<<
+ * valid = 0
+ * if valid:
+ */
+ __pyx_t_7 = (((__pyx_cur_scope->__pyx_v_self->sa->darray->data->arr[(__pyx_cur_scope->__pyx_v_j + __pyx_cur_scope->__pyx_v_k)]) < 2) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":83
+ * 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)])
+ */
+ __pyx_cur_scope->__pyx_v_valid = 0;
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":84
+ * 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
+ */
+ __pyx_t_7 = (__pyx_cur_scope->__pyx_v_valid != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":85
+ * 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
+ */
+ __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_9 = (__pyx_cur_scope->__pyx_v_n + 1);
+ for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_9; __pyx_t_6+=1) {
+ __pyx_cur_scope->__pyx_v_k = __pyx_t_6;
+ __pyx_t_3 = PyInt_FromLong((__pyx_cur_scope->__pyx_v_self->sa->darray->data->arr[(__pyx_cur_scope->__pyx_v_j + __pyx_cur_scope->__pyx_v_k)])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_3))) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ __pyx_t_3 = ((PyObject *)PyList_AsTuple(((PyObject*)__pyx_t_2))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_cur_scope->__pyx_v_ngram = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":86
+ * 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]
+ */
+ __pyx_t_3 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyInt_FromLong((__pyx_cur_scope->__pyx_v_n + 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 86; __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_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram));
+ PyTuple_SET_ITEM(__pyx_t_10, 2, ((PyObject *)__pyx_cur_scope->__pyx_v_ngram));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_ngram));
+ __pyx_t_3 = 0;
+ __pyx_t_2 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L26_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L23;
+ }
+ __pyx_L23:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":87
+ * 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
+ */
+ __pyx_cur_scope->__pyx_v_iii = (__pyx_cur_scope->__pyx_v_iii + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":88
+ * yield i, n+1, ngram
+ * iii = iii + 1
+ * rs = ngram_start.arr[iii] # <<<<<<<<<<<<<<
+ * i = ii
+ */
+ __pyx_cur_scope->__pyx_v_rs = (__pyx_cur_scope->__pyx_v_ngram_start->arr[__pyx_cur_scope->__pyx_v_iii]);
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":89
+ * iii = iii + 1
+ * rs = ngram_start.arr[iii]
+ * i = ii # <<<<<<<<<<<<<<
+ */
+ __pyx_cur_scope->__pyx_v_i = __pyx_cur_scope->__pyx_v_ii;
+ }
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("compute_stats", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_8Alphabet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_8Alphabet_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ if (unlikely(PyTuple_GET_SIZE(__pyx_args) > 0)) {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 0, 0, PyTuple_GET_SIZE(__pyx_args)); return -1;}
+ if (unlikely(__pyx_kwds) && unlikely(PyDict_Size(__pyx_kwds) > 0) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__cinit__", 0))) return -1;
+ __pyx_r = __pyx_pf_3_sa_8Alphabet___cinit__(((struct __pyx_obj_3_sa_Alphabet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":12
+ * cdef dict id2sym
+ *
+ * def __cinit__(self): # <<<<<<<<<<<<<<
+ * self.terminals = StringMap()
+ * self.nonterminals = StringMap()
+ */
+
+static int __pyx_pf_3_sa_8Alphabet___cinit__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":13
+ *
+ * def __cinit__(self):
+ * self.terminals = StringMap() # <<<<<<<<<<<<<<
+ * self.nonterminals = StringMap()
+ * self.id2sym = {}
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_StringMap)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->terminals);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->terminals));
+ __pyx_v_self->terminals = ((struct __pyx_obj_3_sa_StringMap *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":14
+ * def __cinit__(self):
+ * self.terminals = StringMap()
+ * self.nonterminals = StringMap() # <<<<<<<<<<<<<<
+ * self.id2sym = {}
+ * self.first_nonterminal = -1
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_StringMap)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->nonterminals);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->nonterminals));
+ __pyx_v_self->nonterminals = ((struct __pyx_obj_3_sa_StringMap *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":15
+ * self.terminals = StringMap()
+ * self.nonterminals = StringMap()
+ * self.id2sym = {} # <<<<<<<<<<<<<<
+ * self.first_nonterminal = -1
+ *
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->id2sym);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->id2sym));
+ __pyx_v_self->id2sym = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":16
+ * self.nonterminals = StringMap()
+ * self.id2sym = {}
+ * self.first_nonterminal = -1 # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ __pyx_v_self->first_nonterminal = -1;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Alphabet.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_8Alphabet_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_8Alphabet_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_8Alphabet_2__dealloc__(((struct __pyx_obj_3_sa_Alphabet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":18
+ * self.first_nonterminal = -1
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * pass
+ *
+ */
+
+static void __pyx_pf_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":21
+ * pass
+ *
+ * cdef int isvar(self, int sym): # <<<<<<<<<<<<<<
+ * return sym < 0
+ *
+ */
+
+static int __pyx_f_3_sa_8Alphabet_isvar(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("isvar", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":22
+ *
+ * cdef int isvar(self, int sym):
+ * return sym < 0 # <<<<<<<<<<<<<<
+ *
+ * cdef int isword(self, int sym):
+ */
+ __pyx_r = (__pyx_v_sym < 0);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":24
+ * return sym < 0
+ *
+ * cdef int isword(self, int sym): # <<<<<<<<<<<<<<
+ * return sym >= 0
+ *
+ */
+
+static int __pyx_f_3_sa_8Alphabet_isword(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("isword", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":25
+ *
+ * cdef int isword(self, int sym):
+ * return sym >= 0 # <<<<<<<<<<<<<<
+ *
+ * cdef int getindex(self, int sym):
+ */
+ __pyx_r = (__pyx_v_sym >= 0);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":27
+ * return sym >= 0
+ *
+ * cdef int getindex(self, int sym): # <<<<<<<<<<<<<<
+ * return -sym & INDEX_MASK
+ *
+ */
+
+static int __pyx_f_3_sa_8Alphabet_getindex(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("getindex", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":28
+ *
+ * cdef int getindex(self, int sym):
+ * return -sym & INDEX_MASK # <<<<<<<<<<<<<<
+ *
+ * cdef int setindex(self, int sym, int ind):
+ */
+ __pyx_r = ((-__pyx_v_sym) & __pyx_v_3_sa_INDEX_MASK);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":30
+ * return -sym & INDEX_MASK
+ *
+ * cdef int setindex(self, int sym, int ind): # <<<<<<<<<<<<<<
+ * return -(-sym & ~INDEX_MASK | ind)
+ *
+ */
+
+static int __pyx_f_3_sa_8Alphabet_setindex(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym, int __pyx_v_ind) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("setindex", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":31
+ *
+ * cdef int setindex(self, int sym, int ind):
+ * return -(-sym & ~INDEX_MASK | ind) # <<<<<<<<<<<<<<
+ *
+ * cdef int clearindex(self, int sym):
+ */
+ __pyx_r = (-(((-__pyx_v_sym) & (~__pyx_v_3_sa_INDEX_MASK)) | __pyx_v_ind));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":33
+ * return -(-sym & ~INDEX_MASK | ind)
+ *
+ * cdef int clearindex(self, int sym): # <<<<<<<<<<<<<<
+ * return -(-sym& ~INDEX_MASK)
+ *
+ */
+
+static int __pyx_f_3_sa_8Alphabet_clearindex(CYTHON_UNUSED struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("clearindex", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":34
+ *
+ * cdef int clearindex(self, int sym):
+ * return -(-sym& ~INDEX_MASK) # <<<<<<<<<<<<<<
+ *
+ * cdef int match(self, int sym1, int sym2):
+ */
+ __pyx_r = (-((-__pyx_v_sym) & (~__pyx_v_3_sa_INDEX_MASK)));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":36
+ * return -(-sym& ~INDEX_MASK)
+ *
+ * cdef int match(self, int sym1, int sym2): # <<<<<<<<<<<<<<
+ * return self.clearindex(sym1) == self.clearindex(sym2);
+ *
+ */
+
+static int __pyx_f_3_sa_8Alphabet_match(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym1, int __pyx_v_sym2) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("match", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":37
+ *
+ * cdef int match(self, int sym1, int sym2):
+ * return self.clearindex(sym1) == self.clearindex(sym2); # <<<<<<<<<<<<<<
+ *
+ * cdef char* tocat(self, int sym):
+ */
+ __pyx_r = (((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->clearindex(__pyx_v_self, __pyx_v_sym1) == ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->clearindex(__pyx_v_self, __pyx_v_sym2));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":39
+ * return self.clearindex(sym1) == self.clearindex(sym2);
+ *
+ * cdef char* tocat(self, int sym): # <<<<<<<<<<<<<<
+ * return self.nonterminals.word((-sym >> INDEX_SHIFT)-1)
+ *
+ */
+
+static char *__pyx_f_3_sa_8Alphabet_tocat(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym) {
+ char *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("tocat", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":40
+ *
+ * cdef char* tocat(self, int sym):
+ * return self.nonterminals.word((-sym >> INDEX_SHIFT)-1) # <<<<<<<<<<<<<<
+ *
+ * cdef int fromcat(self, char *s):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_self->nonterminals->__pyx_vtab)->word(__pyx_v_self->nonterminals, (((-__pyx_v_sym) >> __pyx_v_3_sa_INDEX_SHIFT) - 1));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":42
+ * return self.nonterminals.word((-sym >> INDEX_SHIFT)-1)
+ *
+ * cdef int fromcat(self, char *s): # <<<<<<<<<<<<<<
+ * cdef int i
+ * i = self.nonterminals.index(s)
+ */
+
+static int __pyx_f_3_sa_8Alphabet_fromcat(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, char *__pyx_v_s) {
+ int __pyx_v_i;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("fromcat", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":44
+ * cdef int fromcat(self, char *s):
+ * cdef int i
+ * i = self.nonterminals.index(s) # <<<<<<<<<<<<<<
+ * if self.first_nonterminal == -1:
+ * self.first_nonterminal = i
+ */
+ __pyx_v_i = ((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_self->nonterminals->__pyx_vtab)->index(__pyx_v_self->nonterminals, __pyx_v_s);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":45
+ * cdef int i
+ * i = self.nonterminals.index(s)
+ * if self.first_nonterminal == -1: # <<<<<<<<<<<<<<
+ * self.first_nonterminal = i
+ * if i > self.last_nonterminal:
+ */
+ __pyx_t_1 = ((__pyx_v_self->first_nonterminal == -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":46
+ * i = self.nonterminals.index(s)
+ * if self.first_nonterminal == -1:
+ * self.first_nonterminal = i # <<<<<<<<<<<<<<
+ * if i > self.last_nonterminal:
+ * self.last_nonterminal = i
+ */
+ __pyx_v_self->first_nonterminal = __pyx_v_i;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":47
+ * if self.first_nonterminal == -1:
+ * self.first_nonterminal = i
+ * if i > self.last_nonterminal: # <<<<<<<<<<<<<<
+ * self.last_nonterminal = i
+ * return -(i+1 << INDEX_SHIFT)
+ */
+ __pyx_t_1 = ((__pyx_v_i > __pyx_v_self->last_nonterminal) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":48
+ * self.first_nonterminal = i
+ * if i > self.last_nonterminal:
+ * self.last_nonterminal = i # <<<<<<<<<<<<<<
+ * return -(i+1 << INDEX_SHIFT)
+ *
+ */
+ __pyx_v_self->last_nonterminal = __pyx_v_i;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":49
+ * if i > self.last_nonterminal:
+ * self.last_nonterminal = i
+ * return -(i+1 << INDEX_SHIFT) # <<<<<<<<<<<<<<
+ *
+ * cdef char* tostring(self, int sym):
+ */
+ __pyx_r = (-((__pyx_v_i + 1) << __pyx_v_3_sa_INDEX_SHIFT));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":51
+ * return -(i+1 << INDEX_SHIFT)
+ *
+ * cdef char* tostring(self, int sym): # <<<<<<<<<<<<<<
+ * cdef int ind
+ * if self.isvar(sym):
+ */
+
+static char *__pyx_f_3_sa_8Alphabet_tostring(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, int __pyx_v_sym) {
+ int __pyx_v_ind;
+ char *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ char *__pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("tostring", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":53
+ * cdef char* tostring(self, int sym):
+ * cdef int ind
+ * if self.isvar(sym): # <<<<<<<<<<<<<<
+ * if sym in self.id2sym:
+ * return self.id2sym[sym]
+ */
+ __pyx_t_1 = (((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->isvar(__pyx_v_self, __pyx_v_sym) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":54
+ * cdef int ind
+ * if self.isvar(sym):
+ * if sym in self.id2sym: # <<<<<<<<<<<<<<
+ * return self.id2sym[sym]
+ * ind = self.getindex(sym)
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_sym); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(((PyObject *)__pyx_v_self->id2sym) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_1 = (__Pyx_PyDict_Contains(__pyx_t_2, ((PyObject *)__pyx_v_self->id2sym), Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_3 = (__pyx_t_1 != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":55
+ * if self.isvar(sym):
+ * if sym in self.id2sym:
+ * return self.id2sym[sym] # <<<<<<<<<<<<<<
+ * ind = self.getindex(sym)
+ * if ind > 0:
+ */
+ if (unlikely(((PyObject *)__pyx_v_self->id2sym) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_self->id2sym), __pyx_v_sym, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_PyObject_AsString(__pyx_t_2); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_4;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":56
+ * 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)
+ */
+ __pyx_v_ind = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->getindex(__pyx_v_self, __pyx_v_sym);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":57
+ * return self.id2sym[sym]
+ * ind = self.getindex(sym)
+ * if ind > 0: # <<<<<<<<<<<<<<
+ * self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind)
+ * else:
+ */
+ __pyx_t_3 = ((__pyx_v_ind > 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":58
+ * ind = self.getindex(sym)
+ * if ind > 0:
+ * self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind) # <<<<<<<<<<<<<<
+ * else:
+ * self.id2sym[sym] = "[%s]" % self.tocat(sym)
+ */
+ __pyx_t_2 = __Pyx_PyBytes_FromString(((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->tocat(__pyx_v_self, __pyx_v_sym)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_ind); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_2 = 0;
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_66), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ if (unlikely(((PyObject *)__pyx_v_self->id2sym) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ if (__Pyx_SetItemInt(((PyObject *)__pyx_v_self->id2sym), __pyx_v_sym, ((PyObject *)__pyx_t_5), sizeof(int), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":60
+ * self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind)
+ * else:
+ * self.id2sym[sym] = "[%s]" % self.tocat(sym) # <<<<<<<<<<<<<<
+ * return self.id2sym[sym]
+ * else:
+ */
+ __pyx_t_5 = __Pyx_PyBytes_FromString(((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->tocat(__pyx_v_self, __pyx_v_sym)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ __pyx_t_6 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_67), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_6));
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ if (unlikely(((PyObject *)__pyx_v_self->id2sym) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ if (__Pyx_SetItemInt(((PyObject *)__pyx_v_self->id2sym), __pyx_v_sym, ((PyObject *)__pyx_t_6), sizeof(int), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":61
+ * else:
+ * self.id2sym[sym] = "[%s]" % self.tocat(sym)
+ * return self.id2sym[sym] # <<<<<<<<<<<<<<
+ * else:
+ * return self.terminals.word(sym)
+ */
+ if (unlikely(((PyObject *)__pyx_v_self->id2sym) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_6 = __Pyx_GetItemInt(((PyObject *)__pyx_v_self->id2sym), __pyx_v_sym, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_6) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = __Pyx_PyObject_AsString(__pyx_t_6); if (unlikely((!__pyx_t_4) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_r = __pyx_t_4;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":63
+ * return self.id2sym[sym]
+ * else:
+ * return self.terminals.word(sym) # <<<<<<<<<<<<<<
+ *
+ * cdef int fromstring(self, char *s, bint terminal):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_self->terminals->__pyx_vtab)->word(__pyx_v_self->terminals, __pyx_v_sym);
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_WriteUnraisable("_sa.Alphabet.tostring", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":65
+ * return self.terminals.word(sym)
+ *
+ * cdef int fromstring(self, char *s, bint terminal): # <<<<<<<<<<<<<<
+ * """Warning: this method is allowed to alter s."""
+ * cdef char *comma
+ */
+
+static int __pyx_f_3_sa_8Alphabet_fromstring(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self, char *__pyx_v_s, int __pyx_v_terminal) {
+ char *__pyx_v_comma;
+ int __pyx_v_n;
+ char *__pyx_v_sep;
+ PyObject *__pyx_v_s1 = NULL;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ char *__pyx_t_8;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("fromstring", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":69
+ * cdef char *comma
+ * cdef int n
+ * n = strlen(s) # <<<<<<<<<<<<<<
+ * cdef char *sep
+ * sep = strstr(s,"_SEP_")
+ */
+ __pyx_v_n = strlen(__pyx_v_s);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":71
+ * 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:
+ */
+ __pyx_v_sep = strstr(__pyx_v_s, __pyx_k___SEP_);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":72
+ * 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
+ */
+ __pyx_t_1 = ((__pyx_v_n >= 3) != 0);
+ if (__pyx_t_1) {
+ __pyx_t_2 = (((__pyx_v_s[0]) == '[') != 0);
+ if (__pyx_t_2) {
+ __pyx_t_3 = (((__pyx_v_s[(__pyx_v_n - 1)]) == ']') != 0);
+ if (__pyx_t_3) {
+ __pyx_t_4 = ((__pyx_v_sep == NULL) != 0);
+ __pyx_t_5 = __pyx_t_4;
+ } else {
+ __pyx_t_5 = __pyx_t_3;
+ }
+ __pyx_t_3 = __pyx_t_5;
+ } else {
+ __pyx_t_3 = __pyx_t_2;
+ }
+ __pyx_t_2 = __pyx_t_3;
+ } else {
+ __pyx_t_2 = __pyx_t_1;
+ }
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":73
+ * 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)
+ */
+ __pyx_t_2 = (__pyx_v_terminal != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":74
+ * 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'
+ */
+ __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_s); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_6));
+ __pyx_t_7 = PyNumber_Add(((PyObject *)__pyx_kp_s_68), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_v_s1 = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":75
+ * if terminal:
+ * s1 = "\\"+s
+ * return self.terminals.index(s1) # <<<<<<<<<<<<<<
+ * s[n-1] = c'\0'
+ * s = s + 1
+ */
+ __pyx_t_8 = __Pyx_PyObject_AsString(__pyx_v_s1); if (unlikely((!__pyx_t_8) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_self->terminals->__pyx_vtab)->index(__pyx_v_self->terminals, __pyx_t_8);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":76
+ * s1 = "\\"+s
+ * return self.terminals.index(s1)
+ * s[n-1] = c'\0' # <<<<<<<<<<<<<<
+ * s = s + 1
+ * comma = strrchr(s, c',')
+ */
+ (__pyx_v_s[(__pyx_v_n - 1)]) = '\x00';
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":77
+ * return self.terminals.index(s1)
+ * s[n-1] = c'\0'
+ * s = s + 1 # <<<<<<<<<<<<<<
+ * comma = strrchr(s, c',')
+ * if comma != NULL:
+ */
+ __pyx_v_s = (__pyx_v_s + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":78
+ * s[n-1] = c'\0'
+ * s = s + 1
+ * comma = strrchr(s, c',') # <<<<<<<<<<<<<<
+ * if comma != NULL:
+ * comma[0] = c'\0'
+ */
+ __pyx_v_comma = strrchr(__pyx_v_s, ',');
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":79
+ * 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))
+ */
+ __pyx_t_2 = ((__pyx_v_comma != NULL) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":80
+ * comma = strrchr(s, c',')
+ * if comma != NULL:
+ * comma[0] = c'\0' # <<<<<<<<<<<<<<
+ * return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10))
+ * else:
+ */
+ (__pyx_v_comma[0]) = '\x00';
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":81
+ * if comma != NULL:
+ * comma[0] = c'\0'
+ * return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10)) # <<<<<<<<<<<<<<
+ * else:
+ * return self.fromcat(s)
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->setindex(__pyx_v_self, ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->fromcat(__pyx_v_self, __pyx_v_s), strtol((__pyx_v_comma + 1), NULL, 10));
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":83
+ * return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10))
+ * else:
+ * return self.fromcat(s) # <<<<<<<<<<<<<<
+ * else:
+ * return self.terminals.index(s)
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_self->__pyx_vtab)->fromcat(__pyx_v_self, __pyx_v_s);
+ goto __pyx_L0;
+ }
+ __pyx_L5:;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":85
+ * return self.fromcat(s)
+ * else:
+ * return self.terminals.index(s) # <<<<<<<<<<<<<<
+ *
+ * cdef Alphabet ALPHABET = Alphabet()
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_self->terminals->__pyx_vtab)->index(__pyx_v_self->terminals, __pyx_v_s);
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_WriteUnraisable("_sa.Alphabet.fromstring", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_s1);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_8Alphabet_9terminals_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_8Alphabet_9terminals_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_8Alphabet_9terminals___get__(((struct __pyx_obj_3_sa_Alphabet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":8
+ *
+ * cdef class Alphabet:
+ * cdef readonly StringMap terminals, nonterminals # <<<<<<<<<<<<<<
+ * cdef int first_nonterminal, last_nonterminal
+ * cdef dict id2sym
+ */
+
+static PyObject *__pyx_pf_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->terminals));
+ __pyx_r = ((PyObject *)__pyx_v_self->terminals);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_8Alphabet_12nonterminals_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_8Alphabet_12nonterminals_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_8Alphabet_12nonterminals___get__(((struct __pyx_obj_3_sa_Alphabet *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_3_sa_Alphabet *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->nonterminals));
+ __pyx_r = ((PyObject *)__pyx_v_self->nonterminals);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":89
+ * cdef Alphabet ALPHABET = Alphabet()
+ *
+ * cdef char* sym_tostring(int sym): # <<<<<<<<<<<<<<
+ * return ALPHABET.tostring(sym)
+ *
+ */
+
+static char *__pyx_f_3_sa_sym_tostring(int __pyx_v_sym) {
+ char *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sym_tostring", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":90
+ *
+ * cdef char* sym_tostring(int sym):
+ * return ALPHABET.tostring(sym) # <<<<<<<<<<<<<<
+ *
+ * cdef char* sym_tocat(int sym):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->tostring(__pyx_v_3_sa_ALPHABET, __pyx_v_sym);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":92
+ * return ALPHABET.tostring(sym)
+ *
+ * cdef char* sym_tocat(int sym): # <<<<<<<<<<<<<<
+ * return ALPHABET.tocat(sym)
+ *
+ */
+
+static char *__pyx_f_3_sa_sym_tocat(int __pyx_v_sym) {
+ char *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sym_tocat", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":93
+ *
+ * cdef char* sym_tocat(int sym):
+ * return ALPHABET.tocat(sym) # <<<<<<<<<<<<<<
+ *
+ * cdef int sym_isvar(int sym):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->tocat(__pyx_v_3_sa_ALPHABET, __pyx_v_sym);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":95
+ * return ALPHABET.tocat(sym)
+ *
+ * cdef int sym_isvar(int sym): # <<<<<<<<<<<<<<
+ * return ALPHABET.isvar(sym)
+ *
+ */
+
+static int __pyx_f_3_sa_sym_isvar(int __pyx_v_sym) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sym_isvar", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":96
+ *
+ * cdef int sym_isvar(int sym):
+ * return ALPHABET.isvar(sym) # <<<<<<<<<<<<<<
+ *
+ * cdef int sym_getindex(int sym):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->isvar(__pyx_v_3_sa_ALPHABET, __pyx_v_sym);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":98
+ * return ALPHABET.isvar(sym)
+ *
+ * cdef int sym_getindex(int sym): # <<<<<<<<<<<<<<
+ * return ALPHABET.getindex(sym)
+ *
+ */
+
+static int __pyx_f_3_sa_sym_getindex(int __pyx_v_sym) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sym_getindex", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":99
+ *
+ * cdef int sym_getindex(int sym):
+ * return ALPHABET.getindex(sym) # <<<<<<<<<<<<<<
+ *
+ * cdef int sym_setindex(int sym, int id):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->getindex(__pyx_v_3_sa_ALPHABET, __pyx_v_sym);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":101
+ * return ALPHABET.getindex(sym)
+ *
+ * cdef int sym_setindex(int sym, int id): # <<<<<<<<<<<<<<
+ * return ALPHABET.setindex(sym, id)
+ *
+ */
+
+static int __pyx_f_3_sa_sym_setindex(int __pyx_v_sym, int __pyx_v_id) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sym_setindex", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":102
+ *
+ * cdef int sym_setindex(int sym, int id):
+ * return ALPHABET.setindex(sym, id) # <<<<<<<<<<<<<<
+ *
+ * cdef int sym_fromstring(char* string, bint terminal):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->setindex(__pyx_v_3_sa_ALPHABET, __pyx_v_sym, __pyx_v_id);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":104
+ * return ALPHABET.setindex(sym, id)
+ *
+ * cdef int sym_fromstring(char* string, bint terminal): # <<<<<<<<<<<<<<
+ * return ALPHABET.fromstring(string, terminal)
+ *
+ */
+
+static int __pyx_f_3_sa_sym_fromstring(char *__pyx_v_string, int __pyx_v_terminal) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sym_fromstring", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":105
+ *
+ * cdef int sym_fromstring(char* string, bint terminal):
+ * return ALPHABET.fromstring(string, terminal) # <<<<<<<<<<<<<<
+ *
+ * def isvar(sym):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_Alphabet *)__pyx_v_3_sa_ALPHABET->__pyx_vtab)->fromstring(__pyx_v_3_sa_ALPHABET, __pyx_v_string, __pyx_v_terminal);
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_5isvar(PyObject *__pyx_self, PyObject *__pyx_v_sym); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_5isvar = {__Pyx_NAMESTR("isvar"), (PyCFunction)__pyx_pw_3_sa_5isvar, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_5isvar(PyObject *__pyx_self, PyObject *__pyx_v_sym) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("isvar (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4isvar(__pyx_self, ((PyObject *)__pyx_v_sym));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":107
+ * return ALPHABET.fromstring(string, terminal)
+ *
+ * def isvar(sym): # <<<<<<<<<<<<<<
+ * return sym_isvar(sym)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_4isvar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sym) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("isvar", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":108
+ *
+ * def isvar(sym):
+ * return sym_isvar(sym) # <<<<<<<<<<<<<<
+ *
+ * def make_lattice(words):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_sym); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(__pyx_f_3_sa_sym_isvar(__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.isvar", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7make_lattice(PyObject *__pyx_self, PyObject *__pyx_v_words); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_7make_lattice = {__Pyx_NAMESTR("make_lattice"), (PyCFunction)__pyx_pw_3_sa_7make_lattice, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_7make_lattice(PyObject *__pyx_self, PyObject *__pyx_v_words) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("make_lattice (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6make_lattice(__pyx_self, ((PyObject *)__pyx_v_words));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_12make_lattice_2generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":111
+ *
+ * def make_lattice(words):
+ * word_ids = (sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<<
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_12make_lattice_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_5_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_5_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_12make_lattice_2generator7, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.make_lattice.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_12make_lattice_2generator7(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ char *__pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words)) { __Pyx_RaiseClosureNameError("words"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_words; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyObject_AsString(__pyx_cur_scope->__pyx_v_word); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyInt_FromLong(__pyx_f_3_sa_sym_fromstring(__pyx_t_5, 1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+static PyObject *__pyx_gb_3_sa_12make_lattice_5generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":112
+ * def make_lattice(words):
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids) # <<<<<<<<<<<<<<
+ *
+ * def decode_lattice(lattice):
+ */
+
+static PyObject *__pyx_pf_3_sa_12make_lattice_3genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_6_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_6_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_12make_lattice_5generator8, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.make_lattice.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_12make_lattice_5generator8(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_word_ids)) { __Pyx_RaiseClosureNameError("word_ids"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_word_ids) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_word_ids)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_word_ids; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_word_ids); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_word);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_word);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_INCREF(Py_None);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_INCREF(__pyx_int_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_int_1);
+ __Pyx_GIVEREF(__pyx_int_1);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_4));
+ __pyx_t_4 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_5);
+ __pyx_t_5 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":110
+ * return sym_isvar(sym)
+ *
+ * def make_lattice(words): # <<<<<<<<<<<<<<
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ */
+
+static PyObject *__pyx_pf_3_sa_6make_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("make_lattice", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)__pyx_tp_new_3_sa___pyx_scope_struct_4_make_lattice(__pyx_ptype_3_sa___pyx_scope_struct_4_make_lattice, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_words = __pyx_v_words;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_words);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_words);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":111
+ *
+ * def make_lattice(words):
+ * word_ids = (sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<<
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ */
+ __pyx_t_1 = __pyx_pf_3_sa_12make_lattice_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_word_ids = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":112
+ * def make_lattice(words):
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids) # <<<<<<<<<<<<<<
+ *
+ * def decode_lattice(lattice):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __pyx_pf_3_sa_12make_lattice_3genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.make_lattice", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9decode_lattice(PyObject *__pyx_self, PyObject *__pyx_v_lattice); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_9decode_lattice = {__Pyx_NAMESTR("decode_lattice"), (PyCFunction)__pyx_pw_3_sa_9decode_lattice, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_9decode_lattice(PyObject *__pyx_self, PyObject *__pyx_v_lattice) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("decode_lattice (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_8decode_lattice(__pyx_self, ((PyObject *)__pyx_v_lattice));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_14decode_lattice_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":115
+ *
+ * def decode_lattice(lattice):
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc # <<<<<<<<<<<<<<
+ * for arc in node for node in lattice)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_14decode_lattice_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_8_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_8_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_14decode_lattice_2generator9, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.decode_lattice.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_14decode_lattice_2generator9(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ Py_ssize_t __pyx_t_10;
+ PyObject *(*__pyx_t_11)(PyObject *);
+ Py_ssize_t __pyx_t_12;
+ PyObject *(*__pyx_t_13)(PyObject *);
+ int __pyx_t_14;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L12_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":116
+ * 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):
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_arc)) { __Pyx_RaiseUnboundLocalError("arc"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_arc) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_arc)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_arc; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_arc); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":115
+ *
+ * def decode_lattice(lattice):
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc # <<<<<<<<<<<<<<
+ * for arc in node for node in lattice)
+ *
+ */
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
+ PyObject* sequence = __pyx_t_4;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_7 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_5 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_7 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_t_7);
+ #else
+ __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ #endif
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_8 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_9 = Py_TYPE(__pyx_t_8)->tp_iternext;
+ index = 0; __pyx_t_5 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_5)) goto __pyx_L6_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_5);
+ index = 1; __pyx_t_6 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_6);
+ index = 2; __pyx_t_7 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_7)) goto __pyx_L6_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_7);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_9(__pyx_t_8), 3) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = NULL;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L7_unpacking_done;
+ __pyx_L6_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L7_unpacking_done:;
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_sym);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_sym);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_cur_scope->__pyx_v_sym = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_weight);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_weight);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_cur_scope->__pyx_v_weight = __pyx_t_6;
+ __pyx_t_6 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_dist);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_dist);
+ __Pyx_GIVEREF(__pyx_t_7);
+ __pyx_cur_scope->__pyx_v_dist = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":116
+ * 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):
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_node)) { __Pyx_RaiseUnboundLocalError("node"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_node) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_node)) {
+ __pyx_t_4 = __pyx_cur_scope->__pyx_v_node; __Pyx_INCREF(__pyx_t_4); __pyx_t_10 = 0;
+ __pyx_t_11 = NULL;
+ } else {
+ __pyx_t_10 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_node); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_11 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_10); __Pyx_INCREF(__pyx_t_7); __pyx_t_10++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_10); __Pyx_INCREF(__pyx_t_7); __pyx_t_10++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_7 = __pyx_t_11(__pyx_t_4);
+ if (unlikely(!__pyx_t_7)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_7);
+ }
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_arc);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_arc);
+ __Pyx_GIVEREF(__pyx_t_7);
+ __pyx_cur_scope->__pyx_v_arc = __pyx_t_7;
+ __pyx_t_7 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice)) { __Pyx_RaiseClosureNameError("lattice"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice)) {
+ __pyx_t_7 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice; __Pyx_INCREF(__pyx_t_7); __pyx_t_12 = 0;
+ __pyx_t_13 = NULL;
+ } else {
+ __pyx_t_12 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_13 = Py_TYPE(__pyx_t_7)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_13 && PyList_CheckExact(__pyx_t_7)) {
+ if (__pyx_t_12 >= PyList_GET_SIZE(__pyx_t_7)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_12); __Pyx_INCREF(__pyx_t_6); __pyx_t_12++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_7, __pyx_t_12); __pyx_t_12++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_13 && PyTuple_CheckExact(__pyx_t_7)) {
+ if (__pyx_t_12 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_12); __Pyx_INCREF(__pyx_t_6); __pyx_t_12++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_7, __pyx_t_12); __pyx_t_12++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_6 = __pyx_t_13(__pyx_t_7);
+ if (unlikely(!__pyx_t_6)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_6);
+ }
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_cur_scope->__pyx_v_node = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":115
+ *
+ * def decode_lattice(lattice):
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc # <<<<<<<<<<<<<<
+ * for arc in node for node in lattice)
+ *
+ */
+ __pyx_t_14 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_sym); if (unlikely((__pyx_t_14 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_14)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_6));
+ __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_6));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_6));
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_weight);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_cur_scope->__pyx_v_weight);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_weight);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_dist);
+ PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_cur_scope->__pyx_v_dist);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_dist);
+ __pyx_t_6 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_5);
+ __pyx_t_5 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_t_3 = __pyx_t_4;
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __pyx_cur_scope->__pyx_t_4 = __pyx_t_7;
+ __pyx_cur_scope->__pyx_t_5 = __pyx_t_10;
+ __pyx_cur_scope->__pyx_t_6 = __pyx_t_11;
+ __pyx_cur_scope->__pyx_t_7 = __pyx_t_12;
+ __pyx_cur_scope->__pyx_t_8 = __pyx_t_13;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L12_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ __pyx_t_4 = __pyx_cur_scope->__pyx_t_3;
+ __pyx_cur_scope->__pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_t_4);
+ __pyx_t_7 = __pyx_cur_scope->__pyx_t_4;
+ __pyx_cur_scope->__pyx_t_4 = 0;
+ __Pyx_XGOTREF(__pyx_t_7);
+ __pyx_t_10 = __pyx_cur_scope->__pyx_t_5;
+ __pyx_t_11 = __pyx_cur_scope->__pyx_t_6;
+ __pyx_t_12 = __pyx_cur_scope->__pyx_t_7;
+ __pyx_t_13 = __pyx_cur_scope->__pyx_t_8;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":114
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ * def decode_lattice(lattice): # <<<<<<<<<<<<<<
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc
+ * for arc in node for node in lattice)
+ */
+
+static PyObject *__pyx_pf_3_sa_8decode_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("decode_lattice", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *)__pyx_tp_new_3_sa___pyx_scope_struct_7_decode_lattice(__pyx_ptype_3_sa___pyx_scope_struct_7_decode_lattice, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_lattice = __pyx_v_lattice;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_lattice);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_lattice);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":115
+ *
+ * def decode_lattice(lattice):
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc # <<<<<<<<<<<<<<
+ * for arc in node for node in lattice)
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __pyx_pf_3_sa_14decode_lattice_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.decode_lattice", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11decode_sentence(PyObject *__pyx_self, PyObject *__pyx_v_lattice); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_11decode_sentence = {__Pyx_NAMESTR("decode_sentence"), (PyCFunction)__pyx_pw_3_sa_11decode_sentence, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_11decode_sentence(PyObject *__pyx_self, PyObject *__pyx_v_lattice) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("decode_sentence (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_10decode_sentence(__pyx_self, ((PyObject *)__pyx_v_lattice));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_15decode_sentence_2generator10(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":119
+ *
+ * def decode_sentence(lattice):
+ * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) # <<<<<<<<<<<<<<
+ *
+ * def encode_words(words):
+ */
+
+static PyObject *__pyx_pf_3_sa_15decode_sentence_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_10_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_10_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_15decode_sentence_2generator10, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.decode_sentence.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_15decode_sentence_2generator10(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *(*__pyx_t_7)(PyObject *);
+ PyObject *__pyx_t_8 = NULL;
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L10_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice)) { __Pyx_RaiseClosureNameError("lattice"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_lattice); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
+ PyObject* sequence = __pyx_t_4;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 1)) {
+ if (size > 1) __Pyx_RaiseTooManyValuesError(1);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0);
+ } else {
+ __pyx_t_5 = PyList_GET_ITEM(sequence, 0);
+ }
+ __Pyx_INCREF(__pyx_t_5);
+ #else
+ __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ #endif
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_6 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext;
+ index = 0; __pyx_t_5 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_5)) goto __pyx_L6_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_5);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = NULL;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ goto __pyx_L7_unpacking_done;
+ __pyx_L6_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_7 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L7_unpacking_done:;
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_5))) || (PyList_CheckExact(__pyx_t_5))) {
+ PyObject* sequence = __pyx_t_5;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_9 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_6 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_8 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_9 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_t_9);
+ #else
+ __pyx_t_6 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_8 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ #endif
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_7 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_6 = __pyx_t_7(__pyx_t_10); if (unlikely(!__pyx_t_6)) goto __pyx_L8_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_6);
+ index = 1; __pyx_t_8 = __pyx_t_7(__pyx_t_10); if (unlikely(!__pyx_t_8)) goto __pyx_L8_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_8);
+ index = 2; __pyx_t_9 = __pyx_t_7(__pyx_t_10); if (unlikely(!__pyx_t_9)) goto __pyx_L8_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_9);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_10), 3) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L9_unpacking_done;
+ __pyx_L8_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_7 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L9_unpacking_done:;
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_sym);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_sym);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_cur_scope->__pyx_v_sym = __pyx_t_6;
+ __pyx_t_6 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v__);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v__);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_cur_scope->__pyx_v__ = __pyx_t_8;
+ __pyx_t_8 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v__);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v__);
+ __Pyx_GIVEREF(__pyx_t_9);
+ __pyx_cur_scope->__pyx_v__ = __pyx_t_9;
+ __pyx_t_9 = 0;
+ __pyx_t_11 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_sym); if (unlikely((__pyx_t_11 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_11)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __pyx_r = ((PyObject *)__pyx_t_4);
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L10_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/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)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_10decode_sentence(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("decode_sentence", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)__pyx_tp_new_3_sa___pyx_scope_struct_9_decode_sentence(__pyx_ptype_3_sa___pyx_scope_struct_9_decode_sentence, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_lattice = __pyx_v_lattice;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_lattice);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_lattice);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":119
+ *
+ * def decode_sentence(lattice):
+ * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) # <<<<<<<<<<<<<<
+ *
+ * def encode_words(words):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __pyx_pf_3_sa_15decode_sentence_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.decode_sentence", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_13encode_words(PyObject *__pyx_self, PyObject *__pyx_v_words); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_13encode_words = {__Pyx_NAMESTR("encode_words"), (PyCFunction)__pyx_pw_3_sa_13encode_words, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_13encode_words(PyObject *__pyx_self, PyObject *__pyx_v_words) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("encode_words (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_12encode_words(__pyx_self, ((PyObject *)__pyx_v_words));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_12encode_words_2generator11(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/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):
+ */
+
+static PyObject *__pyx_pf_3_sa_12encode_words_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_12_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_12_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_12encode_words_2generator11, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.encode_words.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_12encode_words_2generator11(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ char *__pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words)) { __Pyx_RaiseClosureNameError("words"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_words; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_words); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyObject_AsString(__pyx_cur_scope->__pyx_v_word); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyInt_FromLong(__pyx_f_3_sa_sym_fromstring(__pyx_t_5, 1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/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)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_12encode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("encode_words", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *)__pyx_tp_new_3_sa___pyx_scope_struct_11_encode_words(__pyx_ptype_3_sa___pyx_scope_struct_11_encode_words, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_words = __pyx_v_words;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_words);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_words);
+
+ /* "/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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __pyx_pf_3_sa_12encode_words_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.encode_words", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_15decode_words(PyObject *__pyx_self, PyObject *__pyx_v_syms); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_15decode_words = {__Pyx_NAMESTR("decode_words"), (PyCFunction)__pyx_pw_3_sa_15decode_words, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_15decode_words(PyObject *__pyx_self, PyObject *__pyx_v_syms) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("decode_words (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_14decode_words(__pyx_self, ((PyObject *)__pyx_v_syms));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_12decode_words_2generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":125
+ *
+ * def decode_words(syms):
+ * return tuple(sym_tostring(sym) for sym in syms) # <<<<<<<<<<<<<<
+ */
+
+static PyObject *__pyx_pf_3_sa_12decode_words_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_14_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_12decode_words_2generator12, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.decode_words.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_12decode_words_2generator12(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_syms)) { __Pyx_RaiseClosureNameError("syms"); {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_syms) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_syms)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_syms; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_syms); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_sym);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_sym);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_sym = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_sym); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_5)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __pyx_r = ((PyObject *)__pyx_t_4);
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":124
+ * return tuple(sym_fromstring(word, True) for word in words)
+ *
+ * def decode_words(syms): # <<<<<<<<<<<<<<
+ * return tuple(sym_tostring(sym) for sym in syms)
+ */
+
+static PyObject *__pyx_pf_3_sa_14decode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_syms) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("decode_words", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)__pyx_tp_new_3_sa___pyx_scope_struct_13_decode_words(__pyx_ptype_3_sa___pyx_scope_struct_13_decode_words, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_syms = __pyx_v_syms;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_syms);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_syms);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":125
+ *
+ * def decode_words(syms):
+ * return tuple(sym_tostring(sym) for sym in syms) # <<<<<<<<<<<<<<
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __pyx_pf_3_sa_12decode_words_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.decode_words", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_6Phrase_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_6Phrase_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_words = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__words,0};
+ PyObject* values[1] = {0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__words)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ }
+ __pyx_v_words = values[0];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Phrase.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_6Phrase___cinit__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), __pyx_v_words);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":6
+ * cdef class Phrase:
+ *
+ * def __cinit__(self, words): # <<<<<<<<<<<<<<
+ * cdef int i, j, n, n_vars
+ * n_vars = 0
+ */
+
+static int __pyx_pf_3_sa_6Phrase___cinit__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words) {
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_n;
+ int __pyx_v_n_vars;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":8
+ * def __cinit__(self, words):
+ * cdef int i, j, n, n_vars
+ * n_vars = 0 # <<<<<<<<<<<<<<
+ * n = len(words)
+ * self.syms = <int *>malloc(n*sizeof(int))
+ */
+ __pyx_v_n_vars = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":9
+ * cdef int i, j, n, n_vars
+ * n_vars = 0
+ * n = len(words) # <<<<<<<<<<<<<<
+ * self.syms = <int *>malloc(n*sizeof(int))
+ * for i from 0 <= i < n:
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_words); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_n = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":10
+ * n_vars = 0
+ * n = len(words)
+ * self.syms = <int *>malloc(n*sizeof(int)) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < n:
+ * self.syms[i] = words[i]
+ */
+ __pyx_v_self->syms = ((int *)malloc((__pyx_v_n * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":11
+ * n = len(words)
+ * self.syms = <int *>malloc(n*sizeof(int))
+ * for i from 0 <= i < n: # <<<<<<<<<<<<<<
+ * self.syms[i] = words[i]
+ * if sym_isvar(self.syms[i]):
+ */
+ __pyx_t_2 = __pyx_v_n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":12
+ * self.syms = <int *>malloc(n*sizeof(int))
+ * for i from 0 <= i < n:
+ * self.syms[i] = words[i] # <<<<<<<<<<<<<<
+ * if sym_isvar(self.syms[i]):
+ * n_vars += 1
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_words, __pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ (__pyx_v_self->syms[__pyx_v_i]) = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":13
+ * for i from 0 <= i < n:
+ * self.syms[i] = words[i]
+ * if sym_isvar(self.syms[i]): # <<<<<<<<<<<<<<
+ * n_vars += 1
+ * self.n = n
+ */
+ __pyx_t_5 = (__pyx_f_3_sa_sym_isvar((__pyx_v_self->syms[__pyx_v_i])) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":14
+ * self.syms[i] = words[i]
+ * if sym_isvar(self.syms[i]):
+ * n_vars += 1 # <<<<<<<<<<<<<<
+ * self.n = n
+ * self.n_vars = n_vars
+ */
+ __pyx_v_n_vars = (__pyx_v_n_vars + 1);
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":15
+ * if sym_isvar(self.syms[i]):
+ * n_vars += 1
+ * self.n = n # <<<<<<<<<<<<<<
+ * self.n_vars = n_vars
+ * self.varpos = <int *>malloc(n_vars*sizeof(int))
+ */
+ __pyx_v_self->n = __pyx_v_n;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":16
+ * n_vars += 1
+ * self.n = n
+ * self.n_vars = n_vars # <<<<<<<<<<<<<<
+ * self.varpos = <int *>malloc(n_vars*sizeof(int))
+ * j = 0
+ */
+ __pyx_v_self->n_vars = __pyx_v_n_vars;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":17
+ * self.n = n
+ * self.n_vars = n_vars
+ * self.varpos = <int *>malloc(n_vars*sizeof(int)) # <<<<<<<<<<<<<<
+ * j = 0
+ * for i from 0 <= i < n:
+ */
+ __pyx_v_self->varpos = ((int *)malloc((__pyx_v_n_vars * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":18
+ * self.n_vars = n_vars
+ * self.varpos = <int *>malloc(n_vars*sizeof(int))
+ * j = 0 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < n:
+ * if sym_isvar(self.syms[i]):
+ */
+ __pyx_v_j = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":19
+ * self.varpos = <int *>malloc(n_vars*sizeof(int))
+ * j = 0
+ * for i from 0 <= i < n: # <<<<<<<<<<<<<<
+ * if sym_isvar(self.syms[i]):
+ * self.varpos[j] = i
+ */
+ __pyx_t_2 = __pyx_v_n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":20
+ * j = 0
+ * for i from 0 <= i < n:
+ * if sym_isvar(self.syms[i]): # <<<<<<<<<<<<<<
+ * self.varpos[j] = i
+ * j = j + 1
+ */
+ __pyx_t_5 = (__pyx_f_3_sa_sym_isvar((__pyx_v_self->syms[__pyx_v_i])) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":21
+ * for i from 0 <= i < n:
+ * if sym_isvar(self.syms[i]):
+ * self.varpos[j] = i # <<<<<<<<<<<<<<
+ * j = j + 1
+ *
+ */
+ (__pyx_v_self->varpos[__pyx_v_j]) = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":22
+ * if sym_isvar(self.syms[i]):
+ * self.varpos[j] = i
+ * j = j + 1 # <<<<<<<<<<<<<<
+ *
+ * def __dealloc__(self):
+ */
+ __pyx_v_j = (__pyx_v_j + 1);
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ }
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.Phrase.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_6Phrase_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_6Phrase_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_6Phrase_2__dealloc__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":24
+ * j = j + 1
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * free(self.syms)
+ * free(self.varpos)
+ */
+
+static void __pyx_pf_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":25
+ *
+ * def __dealloc__(self):
+ * free(self.syms) # <<<<<<<<<<<<<<
+ * free(self.varpos)
+ *
+ */
+ free(__pyx_v_self->syms);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":26
+ * def __dealloc__(self):
+ * free(self.syms)
+ * free(self.varpos) # <<<<<<<<<<<<<<
+ *
+ * def __str__(self):
+ */
+ free(__pyx_v_self->varpos);
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_5__str__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_5__str__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_4__str__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":28
+ * free(self.varpos)
+ *
+ * def __str__(self): # <<<<<<<<<<<<<<
+ * strs = []
+ * cdef int i, s
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_4__str__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ PyObject *__pyx_v_strs = NULL;
+ int __pyx_v_i;
+ int __pyx_v_s;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__str__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":29
+ *
+ * def __str__(self):
+ * strs = [] # <<<<<<<<<<<<<<
+ * cdef int i, s
+ * for i from 0 <= i < self.n:
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_strs = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":31
+ * strs = []
+ * cdef int i, s
+ * for i from 0 <= i < self.n: # <<<<<<<<<<<<<<
+ * s = self.syms[i]
+ * strs.append(sym_tostring(s))
+ */
+ __pyx_t_2 = __pyx_v_self->n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":32
+ * cdef int i, s
+ * for i from 0 <= i < self.n:
+ * s = self.syms[i] # <<<<<<<<<<<<<<
+ * strs.append(sym_tostring(s))
+ * return ' '.join(strs)
+ */
+ __pyx_v_s = (__pyx_v_self->syms[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":33
+ * for i from 0 <= i < self.n:
+ * s = self.syms[i]
+ * strs.append(sym_tostring(s)) # <<<<<<<<<<<<<<
+ * return ' '.join(strs)
+ *
+ */
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_v_s)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_3 = __Pyx_PyList_Append(__pyx_v_strs, ((PyObject *)__pyx_t_1)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":34
+ * s = self.syms[i]
+ * strs.append(sym_tostring(s))
+ * return ' '.join(strs) # <<<<<<<<<<<<<<
+ *
+ * def handle(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_69), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_v_strs));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_v_strs));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_strs));
+ __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_r = __pyx_t_5;
+ __pyx_t_5 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.Phrase.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_strs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_7handle(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static char __pyx_doc_3_sa_6Phrase_6handle[] = "return a hashable representation that normalizes the ordering\n of the nonterminal indices";
+static PyObject *__pyx_pw_3_sa_6Phrase_7handle(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("handle (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_6handle(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":36
+ * return ' '.join(strs)
+ *
+ * def handle(self): # <<<<<<<<<<<<<<
+ * """return a hashable representation that normalizes the ordering
+ * of the nonterminal indices"""
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_6handle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ PyObject *__pyx_v_norm = NULL;
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_s;
+ 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_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("handle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":39
+ * """return a hashable representation that normalizes the ordering
+ * of the nonterminal indices"""
+ * norm = [] # <<<<<<<<<<<<<<
+ * cdef int i, j, s
+ * i = 1
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_norm = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":41
+ * norm = []
+ * cdef int i, j, s
+ * i = 1 # <<<<<<<<<<<<<<
+ * j = 0
+ * for j from 0 <= j < self.n:
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":42
+ * cdef int i, j, s
+ * i = 1
+ * j = 0 # <<<<<<<<<<<<<<
+ * for j from 0 <= j < self.n:
+ * s = self.syms[j]
+ */
+ __pyx_v_j = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":43
+ * i = 1
+ * j = 0
+ * for j from 0 <= j < self.n: # <<<<<<<<<<<<<<
+ * s = self.syms[j]
+ * if sym_isvar(s):
+ */
+ __pyx_t_2 = __pyx_v_self->n;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":44
+ * j = 0
+ * for j from 0 <= j < self.n:
+ * s = self.syms[j] # <<<<<<<<<<<<<<
+ * if sym_isvar(s):
+ * s = sym_setindex(s,i)
+ */
+ __pyx_v_s = (__pyx_v_self->syms[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":45
+ * for j from 0 <= j < self.n:
+ * s = self.syms[j]
+ * if sym_isvar(s): # <<<<<<<<<<<<<<
+ * s = sym_setindex(s,i)
+ * i = i + 1
+ */
+ __pyx_t_3 = (__pyx_f_3_sa_sym_isvar(__pyx_v_s) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":46
+ * s = self.syms[j]
+ * if sym_isvar(s):
+ * s = sym_setindex(s,i) # <<<<<<<<<<<<<<
+ * i = i + 1
+ * norm.append(s)
+ */
+ __pyx_v_s = __pyx_f_3_sa_sym_setindex(__pyx_v_s, __pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":47
+ * if sym_isvar(s):
+ * s = sym_setindex(s,i)
+ * i = i + 1 # <<<<<<<<<<<<<<
+ * norm.append(s)
+ * return tuple(norm)
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":48
+ * s = sym_setindex(s,i)
+ * i = i + 1
+ * norm.append(s) # <<<<<<<<<<<<<<
+ * return tuple(norm)
+ *
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_s); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = __Pyx_PyList_Append(__pyx_v_norm, __pyx_t_1); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":49
+ * i = i + 1
+ * norm.append(s)
+ * return tuple(norm) # <<<<<<<<<<<<<<
+ *
+ * def strhandle(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = ((PyObject *)PyList_AsTuple(__pyx_v_norm)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_r = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Phrase.handle", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_norm);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_9strhandle(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_9strhandle(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("strhandle (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_8strhandle(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":51
+ * return tuple(norm)
+ *
+ * def strhandle(self): # <<<<<<<<<<<<<<
+ * strs = []
+ * norm = []
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_8strhandle(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ CYTHON_UNUSED PyObject *__pyx_v_strs = NULL;
+ PyObject *__pyx_v_norm = NULL;
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_s;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("strhandle", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":52
+ *
+ * def strhandle(self):
+ * strs = [] # <<<<<<<<<<<<<<
+ * norm = []
+ * cdef int i, j, s
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_strs = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":53
+ * def strhandle(self):
+ * strs = []
+ * norm = [] # <<<<<<<<<<<<<<
+ * cdef int i, j, s
+ * i = 1
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_norm = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":55
+ * norm = []
+ * cdef int i, j, s
+ * i = 1 # <<<<<<<<<<<<<<
+ * j = 0
+ * for j from 0 <= j < self.n:
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":56
+ * cdef int i, j, s
+ * i = 1
+ * j = 0 # <<<<<<<<<<<<<<
+ * for j from 0 <= j < self.n:
+ * s = self.syms[j]
+ */
+ __pyx_v_j = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":57
+ * i = 1
+ * j = 0
+ * for j from 0 <= j < self.n: # <<<<<<<<<<<<<<
+ * s = self.syms[j]
+ * if sym_isvar(s):
+ */
+ __pyx_t_2 = __pyx_v_self->n;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":58
+ * j = 0
+ * for j from 0 <= j < self.n:
+ * s = self.syms[j] # <<<<<<<<<<<<<<
+ * if sym_isvar(s):
+ * s = sym_setindex(s,i)
+ */
+ __pyx_v_s = (__pyx_v_self->syms[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":59
+ * for j from 0 <= j < self.n:
+ * s = self.syms[j]
+ * if sym_isvar(s): # <<<<<<<<<<<<<<
+ * s = sym_setindex(s,i)
+ * i = i + 1
+ */
+ __pyx_t_3 = (__pyx_f_3_sa_sym_isvar(__pyx_v_s) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":60
+ * s = self.syms[j]
+ * if sym_isvar(s):
+ * s = sym_setindex(s,i) # <<<<<<<<<<<<<<
+ * i = i + 1
+ * norm.append(sym_tostring(s))
+ */
+ __pyx_v_s = __pyx_f_3_sa_sym_setindex(__pyx_v_s, __pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":61
+ * if sym_isvar(s):
+ * s = sym_setindex(s,i)
+ * i = i + 1 # <<<<<<<<<<<<<<
+ * norm.append(sym_tostring(s))
+ * return ' '.join(norm)
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":62
+ * s = sym_setindex(s,i)
+ * i = i + 1
+ * norm.append(sym_tostring(s)) # <<<<<<<<<<<<<<
+ * return ' '.join(norm)
+ *
+ */
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_v_s)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_4 = __Pyx_PyList_Append(__pyx_v_norm, ((PyObject *)__pyx_t_1)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":63
+ * i = i + 1
+ * norm.append(sym_tostring(s))
+ * return ' '.join(norm) # <<<<<<<<<<<<<<
+ *
+ * def arity(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_69), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(((PyObject *)__pyx_v_norm));
+ PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_norm));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_norm));
+ __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_r = __pyx_t_6;
+ __pyx_t_6 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.Phrase.strhandle", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_strs);
+ __Pyx_XDECREF(__pyx_v_norm);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_11arity(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_11arity(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("arity (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_10arity(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":65
+ * return ' '.join(norm)
+ *
+ * def arity(self): # <<<<<<<<<<<<<<
+ * return self.n_vars
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_10arity(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("arity", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":66
+ *
+ * def arity(self):
+ * return self.n_vars # <<<<<<<<<<<<<<
+ *
+ * def getvarpos(self, i):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->n_vars); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Phrase.arity", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_13getvarpos(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_13getvarpos(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("getvarpos (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_12getvarpos(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":68
+ * return self.n_vars
+ *
+ * def getvarpos(self, i): # <<<<<<<<<<<<<<
+ * if 0 <= i < self.n_vars:
+ * return self.varpos[i]
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_12getvarpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ Py_ssize_t __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("getvarpos", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":69
+ *
+ * def getvarpos(self, i):
+ * if 0 <= i < self.n_vars: # <<<<<<<<<<<<<<
+ * return self.varpos[i]
+ * else:
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_int_0, __pyx_v_i, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_PyObject_IsTrue(__pyx_t_1)) {
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_self->n_vars); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_i, __pyx_t_2, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":70
+ * def getvarpos(self, i):
+ * if 0 <= i < self.n_vars:
+ * return self.varpos[i] # <<<<<<<<<<<<<<
+ * else:
+ * raise IndexError
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_self->varpos[__pyx_t_4])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":72
+ * return self.varpos[i]
+ * else:
+ * raise IndexError # <<<<<<<<<<<<<<
+ *
+ * def getvar(self, i):
+ */
+ __Pyx_Raise(__pyx_builtin_IndexError, 0, 0, 0);
+ {__pyx_filename = __pyx_f[7]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Phrase.getvarpos", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_15getvar(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_15getvar(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("getvar (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_14getvar(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":74
+ * raise IndexError
+ *
+ * def getvar(self, i): # <<<<<<<<<<<<<<
+ * if 0 <= i < self.n_vars:
+ * return self.syms[self.varpos[i]]
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_14getvar(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ Py_ssize_t __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("getvar", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":75
+ *
+ * def getvar(self, i):
+ * if 0 <= i < self.n_vars: # <<<<<<<<<<<<<<
+ * return self.syms[self.varpos[i]]
+ * else:
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_int_0, __pyx_v_i, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_PyObject_IsTrue(__pyx_t_1)) {
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_self->n_vars); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_i, __pyx_t_2, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":76
+ * def getvar(self, i):
+ * if 0 <= i < self.n_vars:
+ * return self.syms[self.varpos[i]] # <<<<<<<<<<<<<<
+ * else:
+ * raise IndexError
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_4 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_self->syms[(__pyx_v_self->varpos[__pyx_t_4])])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":78
+ * return self.syms[self.varpos[i]]
+ * else:
+ * raise IndexError # <<<<<<<<<<<<<<
+ *
+ * cdef int chunkpos(self, int k):
+ */
+ __Pyx_Raise(__pyx_builtin_IndexError, 0, 0, 0);
+ {__pyx_filename = __pyx_f[7]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Phrase.getvar", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":80
+ * raise IndexError
+ *
+ * cdef int chunkpos(self, int k): # <<<<<<<<<<<<<<
+ * if k == 0:
+ * return 0
+ */
+
+int __pyx_f_3_sa_6Phrase_chunkpos(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, int __pyx_v_k) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("chunkpos", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":81
+ *
+ * cdef int chunkpos(self, int k):
+ * if k == 0: # <<<<<<<<<<<<<<
+ * return 0
+ * else:
+ */
+ __pyx_t_1 = ((__pyx_v_k == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":82
+ * cdef int chunkpos(self, int k):
+ * if k == 0:
+ * return 0 # <<<<<<<<<<<<<<
+ * else:
+ * return self.varpos[k-1]+1
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":84
+ * return 0
+ * else:
+ * return self.varpos[k-1]+1 # <<<<<<<<<<<<<<
+ *
+ * cdef int chunklen(self, int k):
+ */
+ __pyx_r = ((__pyx_v_self->varpos[(__pyx_v_k - 1)]) + 1);
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":86
+ * return self.varpos[k-1]+1
+ *
+ * cdef int chunklen(self, int k): # <<<<<<<<<<<<<<
+ * if self.n_vars == 0:
+ * return self.n
+ */
+
+int __pyx_f_3_sa_6Phrase_chunklen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, int __pyx_v_k) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("chunklen", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":87
+ *
+ * cdef int chunklen(self, int k):
+ * if self.n_vars == 0: # <<<<<<<<<<<<<<
+ * return self.n
+ * elif k == 0:
+ */
+ __pyx_t_1 = ((__pyx_v_self->n_vars == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":88
+ * cdef int chunklen(self, int k):
+ * if self.n_vars == 0:
+ * return self.n # <<<<<<<<<<<<<<
+ * elif k == 0:
+ * return self.varpos[0]
+ */
+ __pyx_r = __pyx_v_self->n;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":89
+ * if self.n_vars == 0:
+ * return self.n
+ * elif k == 0: # <<<<<<<<<<<<<<
+ * return self.varpos[0]
+ * elif k == self.n_vars:
+ */
+ __pyx_t_1 = ((__pyx_v_k == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":90
+ * return self.n
+ * elif k == 0:
+ * return self.varpos[0] # <<<<<<<<<<<<<<
+ * elif k == self.n_vars:
+ * return self.n-self.varpos[k-1]-1
+ */
+ __pyx_r = (__pyx_v_self->varpos[0]);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":91
+ * elif k == 0:
+ * return self.varpos[0]
+ * elif k == self.n_vars: # <<<<<<<<<<<<<<
+ * return self.n-self.varpos[k-1]-1
+ * else:
+ */
+ __pyx_t_1 = ((__pyx_v_k == __pyx_v_self->n_vars) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":92
+ * 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
+ */
+ __pyx_r = ((__pyx_v_self->n - (__pyx_v_self->varpos[(__pyx_v_k - 1)])) - 1);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":94
+ * return self.n-self.varpos[k-1]-1
+ * else:
+ * return self.varpos[k]-self.varpos[k-1]-1 # <<<<<<<<<<<<<<
+ *
+ * def clen(self, k):
+ */
+ __pyx_r = (((__pyx_v_self->varpos[__pyx_v_k]) - (__pyx_v_self->varpos[(__pyx_v_k - 1)])) - 1);
+ goto __pyx_L0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_17clen(PyObject *__pyx_v_self, PyObject *__pyx_v_k); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_17clen(PyObject *__pyx_v_self, PyObject *__pyx_v_k) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("clen (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_16clen(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), ((PyObject *)__pyx_v_k));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":96
+ * return self.varpos[k]-self.varpos[k-1]-1
+ *
+ * def clen(self, k): # <<<<<<<<<<<<<<
+ * return self.chunklen(k)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_16clen(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("clen", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":97
+ *
+ * def clen(self, k):
+ * return self.chunklen(k) # <<<<<<<<<<<<<<
+ *
+ * def getchunk(self, ci):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_k); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_Phrase *)__pyx_v_self->__pyx_vtab)->chunklen(__pyx_v_self, __pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Phrase.clen", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_19getchunk(PyObject *__pyx_v_self, PyObject *__pyx_v_ci); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_19getchunk(PyObject *__pyx_v_self, PyObject *__pyx_v_ci) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("getchunk (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_18getchunk(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), ((PyObject *)__pyx_v_ci));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":99
+ * return self.chunklen(k)
+ *
+ * def getchunk(self, ci): # <<<<<<<<<<<<<<
+ * cdef int start, stop
+ * start = self.chunkpos(ci)
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_18getchunk(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci) {
+ int __pyx_v_start;
+ int __pyx_v_stop;
+ PyObject *__pyx_v_chunk = NULL;
+ int __pyx_v_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("getchunk", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":101
+ * def getchunk(self, ci):
+ * cdef int start, stop
+ * start = self.chunkpos(ci) # <<<<<<<<<<<<<<
+ * stop = start+self.chunklen(ci)
+ * chunk = []
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_ci); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_start = ((struct __pyx_vtabstruct_3_sa_Phrase *)__pyx_v_self->__pyx_vtab)->chunkpos(__pyx_v_self, __pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":102
+ * cdef int start, stop
+ * start = self.chunkpos(ci)
+ * stop = start+self.chunklen(ci) # <<<<<<<<<<<<<<
+ * chunk = []
+ * for i from start <= i < stop:
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_ci); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_stop = (__pyx_v_start + ((struct __pyx_vtabstruct_3_sa_Phrase *)__pyx_v_self->__pyx_vtab)->chunklen(__pyx_v_self, __pyx_t_1));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":103
+ * start = self.chunkpos(ci)
+ * stop = start+self.chunklen(ci)
+ * chunk = [] # <<<<<<<<<<<<<<
+ * for i from start <= i < stop:
+ * chunk.append(self.syms[i])
+ */
+ __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_v_chunk = ((PyObject*)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":104
+ * stop = start+self.chunklen(ci)
+ * chunk = []
+ * for i from start <= i < stop: # <<<<<<<<<<<<<<
+ * chunk.append(self.syms[i])
+ * return chunk
+ */
+ __pyx_t_1 = __pyx_v_stop;
+ for (__pyx_v_i = __pyx_v_start; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":105
+ * chunk = []
+ * for i from start <= i < stop:
+ * chunk.append(self.syms[i]) # <<<<<<<<<<<<<<
+ * return chunk
+ *
+ */
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->syms[__pyx_v_i])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = __Pyx_PyList_Append(__pyx_v_chunk, __pyx_t_2); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":106
+ * for i from start <= i < stop:
+ * chunk.append(self.syms[i])
+ * return chunk # <<<<<<<<<<<<<<
+ *
+ * def __cmp__(self, other):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_chunk));
+ __pyx_r = ((PyObject *)__pyx_v_chunk);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Phrase.getchunk", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_chunk);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+#if PY_MAJOR_VERSION < 3
+static int __pyx_pw_3_sa_6Phrase_21__cmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
+static int __pyx_pw_3_sa_6Phrase_21__cmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cmp__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_20__cmp__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), ((PyObject *)__pyx_v_other));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+#endif /*!(#if PY_MAJOR_VERSION < 3)*/
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":108
+ * return chunk
+ *
+ * def __cmp__(self, other): # <<<<<<<<<<<<<<
+ * cdef Phrase otherp
+ * cdef int i
+ */
+
+#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) {
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_otherp = 0;
+ int __pyx_v_i;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cmp__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":111
+ * 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]:
+ */
+ if (!(likely(((__pyx_v_other) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_other, __pyx_ptype_3_sa_Phrase))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_other);
+ __pyx_v_otherp = ((struct __pyx_obj_3_sa_Phrase *)__pyx_v_other);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":112
+ * cdef int i
+ * otherp = other
+ * for i from 0 <= i < min(self.n, otherp.n): # <<<<<<<<<<<<<<
+ * if self.syms[i] < otherp.syms[i]:
+ * return -1
+ */
+ __pyx_t_1 = __pyx_v_otherp->n;
+ __pyx_t_2 = __pyx_v_self->n;
+ if (((__pyx_t_1 < __pyx_t_2) != 0)) {
+ __pyx_t_3 = __pyx_t_1;
+ } else {
+ __pyx_t_3 = __pyx_t_2;
+ }
+ __pyx_t_1 = __pyx_t_3;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":113
+ * 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]:
+ */
+ __pyx_t_4 = (((__pyx_v_self->syms[__pyx_v_i]) < (__pyx_v_otherp->syms[__pyx_v_i])) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":114
+ * 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
+ */
+ __pyx_r = -1;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":115
+ * if self.syms[i] < otherp.syms[i]:
+ * return -1
+ * elif self.syms[i] > otherp.syms[i]: # <<<<<<<<<<<<<<
+ * return 1
+ * if self.n < otherp.n:
+ */
+ __pyx_t_4 = (((__pyx_v_self->syms[__pyx_v_i]) > (__pyx_v_otherp->syms[__pyx_v_i])) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":116
+ * return -1
+ * elif self.syms[i] > otherp.syms[i]:
+ * return 1 # <<<<<<<<<<<<<<
+ * if self.n < otherp.n:
+ * return -1
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":117
+ * elif self.syms[i] > otherp.syms[i]:
+ * return 1
+ * if self.n < otherp.n: # <<<<<<<<<<<<<<
+ * return -1
+ * elif self.n > otherp.n:
+ */
+ __pyx_t_4 = ((__pyx_v_self->n < __pyx_v_otherp->n) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":118
+ * return 1
+ * if self.n < otherp.n:
+ * return -1 # <<<<<<<<<<<<<<
+ * elif self.n > otherp.n:
+ * return 1
+ */
+ __pyx_r = -1;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":119
+ * if self.n < otherp.n:
+ * return -1
+ * elif self.n > otherp.n: # <<<<<<<<<<<<<<
+ * return 1
+ * else:
+ */
+ __pyx_t_4 = ((__pyx_v_self->n > __pyx_v_otherp->n) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":120
+ * return -1
+ * elif self.n > otherp.n:
+ * return 1 # <<<<<<<<<<<<<<
+ * else:
+ * return 0
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":122
+ * return 1
+ * else:
+ * return 0 # <<<<<<<<<<<<<<
+ *
+ * def __hash__(self):
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ }
+ __pyx_L6:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.Phrase.__cmp__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_otherp);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+#endif /*!(#if PY_MAJOR_VERSION < 3)*/
+
+/* Python wrapper */
+static Py_hash_t __pyx_pw_3_sa_6Phrase_23__hash__(PyObject *__pyx_v_self); /*proto*/
+static Py_hash_t __pyx_pw_3_sa_6Phrase_23__hash__(PyObject *__pyx_v_self) {
+ Py_hash_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__hash__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_22__hash__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":124
+ * return 0
+ *
+ * def __hash__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * cdef unsigned h
+ */
+
+static Py_hash_t __pyx_pf_3_sa_6Phrase_22__hash__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ int __pyx_v_i;
+ unsigned int __pyx_v_h;
+ Py_hash_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ __Pyx_RefNannySetupContext("__hash__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":127
+ * cdef int i
+ * cdef unsigned h
+ * h = 0 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < self.n:
+ * if self.syms[i] > 0:
+ */
+ __pyx_v_h = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":128
+ * cdef unsigned h
+ * h = 0
+ * for i from 0 <= i < self.n: # <<<<<<<<<<<<<<
+ * if self.syms[i] > 0:
+ * h = (h << 1) + self.syms[i]
+ */
+ __pyx_t_1 = __pyx_v_self->n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":129
+ * h = 0
+ * for i from 0 <= i < self.n:
+ * if self.syms[i] > 0: # <<<<<<<<<<<<<<
+ * h = (h << 1) + self.syms[i]
+ * else:
+ */
+ __pyx_t_2 = (((__pyx_v_self->syms[__pyx_v_i]) > 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":130
+ * 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]
+ */
+ __pyx_v_h = ((__pyx_v_h << 1) + (__pyx_v_self->syms[__pyx_v_i]));
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":132
+ * h = (h << 1) + self.syms[i]
+ * else:
+ * h = (h << 1) + -self.syms[i] # <<<<<<<<<<<<<<
+ * return h
+ *
+ */
+ __pyx_v_h = ((__pyx_v_h << 1) + (-(__pyx_v_self->syms[__pyx_v_i])));
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":133
+ * else:
+ * h = (h << 1) + -self.syms[i]
+ * return h # <<<<<<<<<<<<<<
+ *
+ * def __len__(self):
+ */
+ __pyx_r = __pyx_v_h;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ if (unlikely(__pyx_r == -1) && !PyErr_Occurred()) __pyx_r = -2;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_ssize_t __pyx_pw_3_sa_6Phrase_25__len__(PyObject *__pyx_v_self); /*proto*/
+static Py_ssize_t __pyx_pw_3_sa_6Phrase_25__len__(PyObject *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_24__len__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":135
+ * return h
+ *
+ * def __len__(self): # <<<<<<<<<<<<<<
+ * return self.n
+ *
+ */
+
+static Py_ssize_t __pyx_pf_3_sa_6Phrase_24__len__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ Py_ssize_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__len__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":136
+ *
+ * def __len__(self):
+ * return self.n # <<<<<<<<<<<<<<
+ *
+ * def __getitem__(self, i):
+ */
+ __pyx_r = __pyx_v_self->n;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_27__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_27__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_26__getitem__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":138
+ * return self.n
+ *
+ * def __getitem__(self, i): # <<<<<<<<<<<<<<
+ * return self.syms[i]
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_26__getitem__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__getitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":139
+ *
+ * def __getitem__(self, i):
+ * return self.syms[i] # <<<<<<<<<<<<<<
+ *
+ * def __iter__(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->syms[__pyx_t_1])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Phrase.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_6Phrase_30generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_29__iter__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_29__iter__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_28__iter__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":141
+ * return self.syms[i]
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i from 0 <= i < self.n:
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_28__iter__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__iter__", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)__pyx_tp_new_3_sa___pyx_scope_struct_15___iter__(__pyx_ptype_3_sa___pyx_scope_struct_15___iter__, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_6Phrase_30generator2, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.Phrase.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_6Phrase_30generator2(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":143
+ * def __iter__(self):
+ * cdef int i
+ * for i from 0 <= i < self.n: # <<<<<<<<<<<<<<
+ * yield self.syms[i]
+ *
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->n;
+ for (__pyx_cur_scope->__pyx_v_i = 0; __pyx_cur_scope->__pyx_v_i < __pyx_t_1; __pyx_cur_scope->__pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":144
+ * cdef int i
+ * for i from 0 <= i < self.n:
+ * yield self.syms[i] # <<<<<<<<<<<<<<
+ *
+ * def subst(self, start, children):
+ */
+ __pyx_t_2 = PyInt_FromLong((__pyx_cur_scope->__pyx_v_self->syms[__pyx_cur_scope->__pyx_v_i])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_32subst(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_32subst(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_start = 0;
+ PyObject *__pyx_v_children = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("subst (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__start,&__pyx_n_s__children,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__start)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__children)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("subst", 1, 2, 2, 1); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "subst") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_start = values[0];
+ __pyx_v_children = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("subst", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Phrase.subst", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_6Phrase_31subst(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self), __pyx_v_start, __pyx_v_children);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":146
+ * yield self.syms[i]
+ *
+ * def subst(self, start, children): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i from 0 <= i < self.n:
+ */
+
+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) {
+ int __pyx_v_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ long __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("subst", 0);
+ __Pyx_INCREF(__pyx_v_start);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":148
+ * 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]
+ */
+ __pyx_t_1 = __pyx_v_self->n;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":149
+ * 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:
+ */
+ __pyx_t_2 = (__pyx_f_3_sa_sym_isvar((__pyx_v_self->syms[__pyx_v_i])) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":150
+ * 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],)
+ */
+ __pyx_t_3 = (__pyx_f_3_sa_sym_getindex((__pyx_v_self->syms[__pyx_v_i])) - 1);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_children, __pyx_t_3, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyNumber_Add(__pyx_v_start, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_v_start);
+ __pyx_v_start = __pyx_t_5;
+ __pyx_t_5 = 0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":152
+ * start = start + children[sym_getindex(self.syms[i])-1]
+ * else:
+ * start = start + (self.syms[i],) # <<<<<<<<<<<<<<
+ * return start
+ *
+ */
+ __pyx_t_5 = PyInt_FromLong((__pyx_v_self->syms[__pyx_v_i])); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Add(__pyx_v_start, ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_v_start);
+ __pyx_v_start = __pyx_t_5;
+ __pyx_t_5 = 0;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":153
+ * else:
+ * start = start + (self.syms[i],)
+ * return start # <<<<<<<<<<<<<<
+ *
+ * property words:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_start);
+ __pyx_r = __pyx_v_start;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.Phrase.subst", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_start);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_6Phrase_5words_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_6Phrase_5words_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_6Phrase_5words___get__(((struct __pyx_obj_3_sa_Phrase *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":156
+ *
+ * property words:
+ * def __get__(self): # <<<<<<<<<<<<<<
+ * return [sym_tostring(w) for w in self if not sym_isvar(w)]
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_6Phrase_5words___get__(struct __pyx_obj_3_sa_Phrase *__pyx_v_self) {
+ PyObject *__pyx_v_w = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__get__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":157
+ * property words:
+ * def __get__(self):
+ * return [sym_tostring(w) for w in self if not sym_isvar(w)] # <<<<<<<<<<<<<<
+ *
+ * cdef class Rule:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self))) {
+ __pyx_t_2 = ((PyObject *)__pyx_v_self); __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(((PyObject *)__pyx_v_self)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_4(__pyx_t_2);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_w);
+ __pyx_v_w = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_w); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = ((!(__pyx_f_3_sa_sym_isvar(__pyx_t_6) != 0)) != 0);
+ if (__pyx_t_7) {
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_w); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_6)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.Phrase.words.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_w);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_4Rule_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_4Rule_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_lhs;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_f = 0;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_e = 0;
+ PyObject *__pyx_v_scores = 0;
+ PyObject *__pyx_v_word_alignments = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__lhs,&__pyx_n_s__f,&__pyx_n_s__e,&__pyx_n_s__scores,&__pyx_n_s__word_alignments,0};
+ PyObject* values[5] = {0,0,0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":161
+ * 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
+ */
+ values[3] = ((PyObject *)Py_None);
+ values[4] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__lhs)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 1); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 2); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scores);
+ if (value) { values[3] = value; kw_args--; }
+ }
+ case 4:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__word_alignments);
+ if (value) { values[4] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_lhs = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_lhs == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_f = ((struct __pyx_obj_3_sa_Phrase *)values[1]);
+ __pyx_v_e = ((struct __pyx_obj_3_sa_Phrase *)values[2]);
+ __pyx_v_scores = values[3];
+ __pyx_v_word_alignments = values[4];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Rule.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_f), __pyx_ptype_3_sa_Phrase, 1, "f", 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_e), __pyx_ptype_3_sa_Phrase, 1, "e", 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_4Rule___cinit__(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self), __pyx_v_lhs, __pyx_v_f, __pyx_v_e, __pyx_v_scores, __pyx_v_word_alignments);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":162
+ *
+ * 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
+ */
+ __pyx_t_1 = ((!(__pyx_f_3_sa_sym_isvar(__pyx_v_lhs) != 0)) != 0);
+ if (__pyx_t_1) {
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_lhs); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_70), __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_Raise(__pyx_t_3, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ {__pyx_filename = __pyx_f[7]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":163
+ * 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
+ */
+ __pyx_v_self->lhs = __pyx_v_lhs;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":164
+ * 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
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_f));
+ __Pyx_GOTREF(__pyx_v_self->f);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->f));
+ __pyx_v_self->f = __pyx_v_f;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":165
+ * self.lhs = lhs
+ * self.f = f
+ * self.e = e # <<<<<<<<<<<<<<
+ * self.word_alignments = word_alignments
+ * self.scores = scores
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_e));
+ __Pyx_GOTREF(__pyx_v_self->e);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->e));
+ __pyx_v_self->e = __pyx_v_e;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":166
+ * self.f = f
+ * self.e = e
+ * self.word_alignments = word_alignments # <<<<<<<<<<<<<<
+ * self.scores = scores
+ *
+ */
+ __Pyx_INCREF(__pyx_v_word_alignments);
+ __Pyx_GIVEREF(__pyx_v_word_alignments);
+ __Pyx_GOTREF(__pyx_v_self->word_alignments);
+ __Pyx_DECREF(__pyx_v_self->word_alignments);
+ __pyx_v_self->word_alignments = __pyx_v_word_alignments;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":167
+ * self.e = e
+ * self.word_alignments = word_alignments
+ * self.scores = scores # <<<<<<<<<<<<<<
+ *
+ * def __hash__(self):
+ */
+ if (!(likely(((__pyx_v_scores) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_scores, __pyx_ptype_3_sa_FeatureVector))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_scores);
+ __Pyx_GIVEREF(__pyx_v_scores);
+ __Pyx_GOTREF(__pyx_v_self->scores);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->scores));
+ __pyx_v_self->scores = ((struct __pyx_obj_3_sa_FeatureVector *)__pyx_v_scores);
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.Rule.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static Py_hash_t __pyx_pw_3_sa_4Rule_3__hash__(PyObject *__pyx_v_self); /*proto*/
+static Py_hash_t __pyx_pw_3_sa_4Rule_3__hash__(PyObject *__pyx_v_self) {
+ Py_hash_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__hash__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4Rule_2__hash__(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":169
+ * self.scores = scores
+ *
+ * def __hash__(self): # <<<<<<<<<<<<<<
+ * return hash((self.lhs, self.f, self.e))
+ *
+ */
+
+static Py_hash_t __pyx_pf_3_sa_4Rule_2__hash__(struct __pyx_obj_3_sa_Rule *__pyx_v_self) {
+ Py_hash_t __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_hash_t __pyx_t_3;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__hash__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":170
+ *
+ * def __hash__(self):
+ * return hash((self.lhs, self.f, self.e)) # <<<<<<<<<<<<<<
+ *
+ * def __cmp__(self, Rule other):
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->lhs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->f));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_v_self->f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->f));
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->e));
+ PyTuple_SET_ITEM(__pyx_t_2, 2, ((PyObject *)__pyx_v_self->e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->e));
+ __pyx_t_1 = 0;
+ __pyx_t_3 = PyObject_Hash(((PyObject *)__pyx_t_2)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_3;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Rule.__hash__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ if (unlikely(__pyx_r == -1) && !PyErr_Occurred()) __pyx_r = -2;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+#if PY_MAJOR_VERSION < 3
+static int __pyx_pw_3_sa_4Rule_5__cmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
+static int __pyx_pw_3_sa_4Rule_5__cmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
+ CYTHON_UNUSED int __pyx_lineno = 0;
+ CYTHON_UNUSED const char *__pyx_filename = NULL;
+ CYTHON_UNUSED int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cmp__ (wrapper)", 0);
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_other), __pyx_ptype_3_sa_Rule, 1, "other", 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __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));
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+#endif /*!(#if PY_MAJOR_VERSION < 3)*/
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":172
+ * 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))
+ */
+
+#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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cmp__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":173
+ *
+ * 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))
+ *
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->lhs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->f));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_v_self->f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->f));
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->e));
+ PyTuple_SET_ITEM(__pyx_t_2, 2, ((PyObject *)__pyx_v_self->e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->e));
+ __Pyx_INCREF(__pyx_v_self->word_alignments);
+ PyTuple_SET_ITEM(__pyx_t_2, 3, __pyx_v_self->word_alignments);
+ __Pyx_GIVEREF(__pyx_v_self->word_alignments);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":174
+ * 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):
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_other->lhs); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_other->f));
+ PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_v_other->f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_other->f));
+ __Pyx_INCREF(((PyObject *)__pyx_v_other->e));
+ PyTuple_SET_ITEM(__pyx_t_3, 2, ((PyObject *)__pyx_v_other->e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_other->e));
+ __Pyx_INCREF(__pyx_v_self->word_alignments);
+ PyTuple_SET_ITEM(__pyx_t_3, 3, __pyx_v_self->word_alignments);
+ __Pyx_GIVEREF(__pyx_v_self->word_alignments);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_t_2 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_cmp, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_4;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.Rule.__cmp__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+#endif /*!(#if PY_MAJOR_VERSION < 3)*/
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_4Rule_7fmerge(PyObject *__pyx_v_self, PyObject *__pyx_v_f); /*proto*/
+static PyObject *__pyx_pw_3_sa_4Rule_7fmerge(PyObject *__pyx_v_self, PyObject *__pyx_v_f) {
+ CYTHON_UNUSED int __pyx_lineno = 0;
+ CYTHON_UNUSED const char *__pyx_filename = NULL;
+ CYTHON_UNUSED int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("fmerge (wrapper)", 0);
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_f), __pyx_ptype_3_sa_Phrase, 1, "f", 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_4Rule_6fmerge(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self), ((struct __pyx_obj_3_sa_Phrase *)__pyx_v_f));
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":176
+ * (other.lhs, other.f, other.e, self.word_alignments))
+ *
+ * def fmerge(self, Phrase f): # <<<<<<<<<<<<<<
+ * if self.f == f:
+ * self.f = f
+ */
+
+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) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("fmerge", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":177
+ *
+ * def fmerge(self, Phrase f):
+ * if self.f == f: # <<<<<<<<<<<<<<
+ * self.f = f
+ *
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)__pyx_v_self->f), ((PyObject *)__pyx_v_f), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":178
+ * def fmerge(self, Phrase f):
+ * if self.f == f:
+ * self.f = f # <<<<<<<<<<<<<<
+ *
+ * def arity(self):
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_f));
+ __Pyx_GOTREF(__pyx_v_self->f);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->f));
+ __pyx_v_self->f = __pyx_v_f;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Rule.fmerge", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_4Rule_9arity(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_4Rule_9arity(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("arity (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4Rule_8arity(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":180
+ * self.f = f
+ *
+ * def arity(self): # <<<<<<<<<<<<<<
+ * return self.f.arity()
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_4Rule_8arity(struct __pyx_obj_3_sa_Rule *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("arity", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":181
+ *
+ * def arity(self):
+ * return self.f.arity() # <<<<<<<<<<<<<<
+ *
+ * def __str__(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->f), __pyx_n_s__arity); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Rule.arity", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_4Rule_11__str__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_4Rule_11__str__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4Rule_10__str__(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_4Rule_7__str___2generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/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)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_4Rule_7__str___genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_17_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_17_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_4Rule_7__str___2generator13, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.Rule.__str__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_4Rule_7__str___2generator13(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self), __pyx_n_s__alignments); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
+ __pyx_t_1 = __pyx_t_2; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_4(__pyx_t_1);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_a);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_a);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_cur_scope->__pyx_v_a = __pyx_t_2;
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_71), __pyx_cur_scope->__pyx_v_a); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_r = ((PyObject *)__pyx_t_2);
+ __pyx_t_2 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_4;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_4 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/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)]
+ */
+
+static PyObject *__pyx_pf_3_sa_4Rule_10__str__(struct __pyx_obj_3_sa_Rule *__pyx_v_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *__pyx_cur_scope;
+ PyObject *__pyx_v_fields = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_t_8;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__str__", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)__pyx_tp_new_3_sa___pyx_scope_struct_16___str__(__pyx_ptype_3_sa___pyx_scope_struct_16___str__, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":185
+ * 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()))
+ */
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_cur_scope->__pyx_v_self->lhs)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->f));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_self->f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->f));
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->e));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_self->e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->e));
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->scores));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_self->scores));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->scores));
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyList_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyList_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ PyList_SET_ITEM(__pyx_t_2, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyList_SET_ITEM(__pyx_t_2, 2, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyList_SET_ITEM(__pyx_t_2, 3, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_1 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_5 = 0;
+ __pyx_v_fields = ((PyObject*)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":186
+ * 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)
+ */
+ __pyx_t_6 = (__pyx_cur_scope->__pyx_v_self->word_alignments != Py_None);
+ __pyx_t_7 = (__pyx_t_6 != 0);
+ if (__pyx_t_7) {
+
+ /* "/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)
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_69), __pyx_n_s__join); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_5 = __pyx_pf_3_sa_4Rule_7__str___genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_8 = __Pyx_PyList_Append(__pyx_v_fields, __pyx_t_5); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":188
+ * if self.word_alignments is not None:
+ * fields.append(' '.join('%d-%d' % a for a in self.alignments()))
+ * return ' ||| '.join(fields) # <<<<<<<<<<<<<<
+ *
+ * def alignments(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_19), __pyx_n_s__join); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fields));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_v_fields));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fields));
+ __pyx_t_2 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.Rule.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_fields);
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_4Rule_14generator3(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_4Rule_13alignments(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_4Rule_13alignments(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("alignments (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4Rule_12alignments(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/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
+ */
+
+static PyObject *__pyx_pf_3_sa_4Rule_12alignments(struct __pyx_obj_3_sa_Rule *__pyx_v_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("alignments", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)__pyx_tp_new_3_sa___pyx_scope_struct_18_alignments(__pyx_ptype_3_sa___pyx_scope_struct_18_alignments, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_4Rule_14generator3, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.Rule.alignments", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_4Rule_14generator3(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":191
+ *
+ * def alignments(self):
+ * for point in self.word_alignments: # <<<<<<<<<<<<<<
+ * yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE
+ */
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_self->word_alignments) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_self->word_alignments)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->word_alignments; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_self->word_alignments); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_point);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_point);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_point = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rule.pxi":192
+ * def alignments(self):
+ * for point in self.word_alignments:
+ * yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE # <<<<<<<<<<<<<<
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_3_sa_ALIGNMENT_CODE); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_PyNumber_Divide(__pyx_cur_scope->__pyx_v_point, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_3_sa_ALIGNMENT_CODE); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyNumber_Remainder(__pyx_cur_scope->__pyx_v_point, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_t_5 = 0;
+ __pyx_t_6 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_4);
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("alignments", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_4Rule_1f_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_4Rule_1f_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4Rule_1f___get__(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "_sa.pxd":37
+ * cdef class Rule:
+ * cdef int lhs
+ * cdef readonly Phrase f, e # <<<<<<<<<<<<<<
+ * cdef FeatureVector scores
+ * cdef int n_scores
+ */
+
+static PyObject *__pyx_pf_3_sa_4Rule_1f___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->f));
+ __pyx_r = ((PyObject *)__pyx_v_self->f);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_4Rule_1e_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_4Rule_1e_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_4Rule_1e___get__(((struct __pyx_obj_3_sa_Rule *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_3_sa_4Rule_1e___get__(struct __pyx_obj_3_sa_Rule *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->e));
+ __pyx_r = ((PyObject *)__pyx_v_self->e);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":21
+ * int arr_len
+ *
+ * cdef _Trie_Node* new_trie_node(): # <<<<<<<<<<<<<<
+ * cdef _Trie_Node* node
+ * node = <_Trie_Node*> malloc(sizeof(_Trie_Node))
+ */
+
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_new_trie_node(void) {
+ struct __pyx_t_3_sa__Trie_Node *__pyx_v_node;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("new_trie_node", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":23
+ * cdef _Trie_Node* new_trie_node():
+ * cdef _Trie_Node* node
+ * node = <_Trie_Node*> malloc(sizeof(_Trie_Node)) # <<<<<<<<<<<<<<
+ * node.root = NULL
+ * node.arr_len = 0
+ */
+ __pyx_v_node = ((struct __pyx_t_3_sa__Trie_Node *)malloc((sizeof(struct __pyx_t_3_sa__Trie_Node))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":24
+ * cdef _Trie_Node* node
+ * node = <_Trie_Node*> malloc(sizeof(_Trie_Node))
+ * node.root = NULL # <<<<<<<<<<<<<<
+ * node.arr_len = 0
+ * node.arr = <int*> malloc(sizeof(0*sizeof(int)))
+ */
+ __pyx_v_node->root = NULL;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":25
+ * node = <_Trie_Node*> malloc(sizeof(_Trie_Node))
+ * node.root = NULL
+ * node.arr_len = 0 # <<<<<<<<<<<<<<
+ * node.arr = <int*> malloc(sizeof(0*sizeof(int)))
+ * return node
+ */
+ __pyx_v_node->arr_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":26
+ * node.root = NULL
+ * node.arr_len = 0
+ * node.arr = <int*> malloc(sizeof(0*sizeof(int))) # <<<<<<<<<<<<<<
+ * return node
+ *
+ */
+ __pyx_v_node->arr = ((int *)malloc((sizeof((0 * (sizeof(int)))))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":27
+ * node.arr_len = 0
+ * node.arr = <int*> malloc(sizeof(0*sizeof(int)))
+ * return node # <<<<<<<<<<<<<<
+ *
+ * cdef _Trie_Edge* new_trie_edge(int val):
+ */
+ __pyx_r = __pyx_v_node;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":29
+ * return node
+ *
+ * cdef _Trie_Edge* new_trie_edge(int val): # <<<<<<<<<<<<<<
+ * cdef _Trie_Edge* edge
+ * edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge))
+ */
+
+static struct __pyx_t_3_sa__Trie_Edge *__pyx_f_3_sa_new_trie_edge(int __pyx_v_val) {
+ struct __pyx_t_3_sa__Trie_Edge *__pyx_v_edge;
+ struct __pyx_t_3_sa__Trie_Edge *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("new_trie_edge", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":31
+ * 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
+ */
+ __pyx_v_edge = ((struct __pyx_t_3_sa__Trie_Edge *)malloc((sizeof(struct __pyx_t_3_sa__Trie_Edge))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":32
+ * cdef _Trie_Edge* edge
+ * edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge))
+ * edge.node = new_trie_node() # <<<<<<<<<<<<<<
+ * edge.bigger = NULL
+ * edge.smaller = NULL
+ */
+ __pyx_v_edge->node = __pyx_f_3_sa_new_trie_node();
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":33
+ * edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge))
+ * edge.node = new_trie_node()
+ * edge.bigger = NULL # <<<<<<<<<<<<<<
+ * edge.smaller = NULL
+ * edge.val = val
+ */
+ __pyx_v_edge->bigger = NULL;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":34
+ * edge.node = new_trie_node()
+ * edge.bigger = NULL
+ * edge.smaller = NULL # <<<<<<<<<<<<<<
+ * edge.val = val
+ * return edge
+ */
+ __pyx_v_edge->smaller = NULL;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":35
+ * edge.bigger = NULL
+ * edge.smaller = NULL
+ * edge.val = val # <<<<<<<<<<<<<<
+ * return edge
+ *
+ */
+ __pyx_v_edge->val = __pyx_v_val;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":36
+ * edge.smaller = NULL
+ * edge.val = val
+ * return edge # <<<<<<<<<<<<<<
+ *
+ * cdef free_trie_node(_Trie_Node* node):
+ */
+ __pyx_r = __pyx_v_edge;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":38
+ * return edge
+ *
+ * cdef free_trie_node(_Trie_Node* node): # <<<<<<<<<<<<<<
+ * if node != NULL:
+ * free_trie_edge(node.root)
+ */
+
+static PyObject *__pyx_f_3_sa_free_trie_node(struct __pyx_t_3_sa__Trie_Node *__pyx_v_node) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("free_trie_node", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":39
+ *
+ * cdef free_trie_node(_Trie_Node* node):
+ * if node != NULL: # <<<<<<<<<<<<<<
+ * free_trie_edge(node.root)
+ * free(node.arr)
+ */
+ __pyx_t_1 = ((__pyx_v_node != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":40
+ * cdef free_trie_node(_Trie_Node* node):
+ * if node != NULL:
+ * free_trie_edge(node.root) # <<<<<<<<<<<<<<
+ * free(node.arr)
+ *
+ */
+ __pyx_t_2 = __pyx_f_3_sa_free_trie_edge(__pyx_v_node->root); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 40; __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/precomputation.pxi":41
+ * if node != NULL:
+ * free_trie_edge(node.root)
+ * free(node.arr) # <<<<<<<<<<<<<<
+ *
+ * cdef free_trie_edge(_Trie_Edge* edge):
+ */
+ free(__pyx_v_node->arr);
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.free_trie_node", __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/precomputation.pxi":43
+ * free(node.arr)
+ *
+ * cdef free_trie_edge(_Trie_Edge* edge): # <<<<<<<<<<<<<<
+ * if edge != NULL:
+ * free_trie_node(edge.node)
+ */
+
+static PyObject *__pyx_f_3_sa_free_trie_edge(struct __pyx_t_3_sa__Trie_Edge *__pyx_v_edge) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("free_trie_edge", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":44
+ *
+ * cdef free_trie_edge(_Trie_Edge* edge):
+ * if edge != NULL: # <<<<<<<<<<<<<<
+ * free_trie_node(edge.node)
+ * free_trie_edge(edge.bigger)
+ */
+ __pyx_t_1 = ((__pyx_v_edge != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":45
+ * 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)
+ */
+ __pyx_t_2 = __pyx_f_3_sa_free_trie_node(__pyx_v_edge->node); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 45; __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/precomputation.pxi":46
+ * if edge != NULL:
+ * free_trie_node(edge.node)
+ * free_trie_edge(edge.bigger) # <<<<<<<<<<<<<<
+ * free_trie_edge(edge.smaller)
+ *
+ */
+ __pyx_t_2 = __pyx_f_3_sa_free_trie_edge(__pyx_v_edge->bigger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 46; __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/precomputation.pxi":47
+ * 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):
+ */
+ __pyx_t_2 = __pyx_f_3_sa_free_trie_edge(__pyx_v_edge->smaller); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.free_trie_edge", __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/precomputation.pxi":49
+ * free_trie_edge(edge.smaller)
+ *
+ * cdef _Trie_Node* trie_find(_Trie_Node* node, int val): # <<<<<<<<<<<<<<
+ * cdef _Trie_Edge* cur
+ * cur = node.root
+ */
+
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_find(struct __pyx_t_3_sa__Trie_Node *__pyx_v_node, int __pyx_v_val) {
+ struct __pyx_t_3_sa__Trie_Edge *__pyx_v_cur;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ struct __pyx_t_3_sa__Trie_Edge *__pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ __Pyx_RefNannySetupContext("trie_find", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":51
+ * 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:
+ */
+ __pyx_t_1 = __pyx_v_node->root;
+ __pyx_v_cur = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":52
+ * cdef _Trie_Edge* cur
+ * cur = node.root
+ * while cur != NULL and cur.val != val: # <<<<<<<<<<<<<<
+ * if val > cur.val:
+ * cur = cur.bigger
+ */
+ while (1) {
+ __pyx_t_2 = ((__pyx_v_cur != NULL) != 0);
+ if (__pyx_t_2) {
+ __pyx_t_3 = ((__pyx_v_cur->val != __pyx_v_val) != 0);
+ __pyx_t_4 = __pyx_t_3;
+ } else {
+ __pyx_t_4 = __pyx_t_2;
+ }
+ if (!__pyx_t_4) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":53
+ * cur = node.root
+ * while cur != NULL and cur.val != val:
+ * if val > cur.val: # <<<<<<<<<<<<<<
+ * cur = cur.bigger
+ * elif val < cur.val:
+ */
+ __pyx_t_4 = ((__pyx_v_val > __pyx_v_cur->val) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":54
+ * while cur != NULL and cur.val != val:
+ * if val > cur.val:
+ * cur = cur.bigger # <<<<<<<<<<<<<<
+ * elif val < cur.val:
+ * cur = cur.smaller
+ */
+ __pyx_t_1 = __pyx_v_cur->bigger;
+ __pyx_v_cur = __pyx_t_1;
+ goto __pyx_L5;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":55
+ * if val > cur.val:
+ * cur = cur.bigger
+ * elif val < cur.val: # <<<<<<<<<<<<<<
+ * cur = cur.smaller
+ * if cur == NULL:
+ */
+ __pyx_t_4 = ((__pyx_v_val < __pyx_v_cur->val) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":56
+ * cur = cur.bigger
+ * elif val < cur.val:
+ * cur = cur.smaller # <<<<<<<<<<<<<<
+ * if cur == NULL:
+ * return NULL
+ */
+ __pyx_t_1 = __pyx_v_cur->smaller;
+ __pyx_v_cur = __pyx_t_1;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":57
+ * elif val < cur.val:
+ * cur = cur.smaller
+ * if cur == NULL: # <<<<<<<<<<<<<<
+ * return NULL
+ * else:
+ */
+ __pyx_t_4 = ((__pyx_v_cur == NULL) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":58
+ * cur = cur.smaller
+ * if cur == NULL:
+ * return NULL # <<<<<<<<<<<<<<
+ * else:
+ * return cur.node
+ */
+ __pyx_r = NULL;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":60
+ * return NULL
+ * else:
+ * return cur.node # <<<<<<<<<<<<<<
+ *
+ * cdef trie_node_data_append(_Trie_Node* node, int val):
+ */
+ __pyx_r = __pyx_v_cur->node;
+ goto __pyx_L0;
+ }
+ __pyx_L6:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":62
+ * return cur.node
+ *
+ * cdef trie_node_data_append(_Trie_Node* node, int val): # <<<<<<<<<<<<<<
+ * cdef int new_len
+ * new_len = node.arr_len + 1
+ */
+
+static PyObject *__pyx_f_3_sa_trie_node_data_append(struct __pyx_t_3_sa__Trie_Node *__pyx_v_node, int __pyx_v_val) {
+ int __pyx_v_new_len;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("trie_node_data_append", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":64
+ * cdef trie_node_data_append(_Trie_Node* node, int val):
+ * cdef int new_len
+ * new_len = node.arr_len + 1 # <<<<<<<<<<<<<<
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ * node.arr[node.arr_len] = val
+ */
+ __pyx_v_new_len = (__pyx_v_node->arr_len + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":65
+ * cdef int new_len
+ * new_len = node.arr_len + 1
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * node.arr[node.arr_len] = val
+ * node.arr_len = new_len
+ */
+ __pyx_v_node->arr = ((int *)realloc(__pyx_v_node->arr, (__pyx_v_new_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":66
+ * new_len = node.arr_len + 1
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ * node.arr[node.arr_len] = val # <<<<<<<<<<<<<<
+ * node.arr_len = new_len
+ *
+ */
+ (__pyx_v_node->arr[__pyx_v_node->arr_len]) = __pyx_v_val;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":67
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ * node.arr[node.arr_len] = val
+ * node.arr_len = new_len # <<<<<<<<<<<<<<
+ *
+ * cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals):
+ */
+ __pyx_v_node->arr_len = __pyx_v_new_len;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":69
+ * 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
+ */
+
+static PyObject *__pyx_f_3_sa_trie_node_data_extend(struct __pyx_t_3_sa__Trie_Node *__pyx_v_node, int *__pyx_v_vals, int __pyx_v_num_vals) {
+ int __pyx_v_new_len;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("trie_node_data_extend", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":71
+ * cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals):
+ * cdef int new_len
+ * new_len = node.arr_len + num_vals # <<<<<<<<<<<<<<
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ * memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int))
+ */
+ __pyx_v_new_len = (__pyx_v_node->arr_len + __pyx_v_num_vals);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":72
+ * cdef int new_len
+ * new_len = node.arr_len + num_vals
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int))
+ * node.arr_len = new_len
+ */
+ __pyx_v_node->arr = ((int *)realloc(__pyx_v_node->arr, (__pyx_v_new_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":73
+ * new_len = node.arr_len + num_vals
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ * memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int)) # <<<<<<<<<<<<<<
+ * node.arr_len = new_len
+ *
+ */
+ memcpy((__pyx_v_node->arr + __pyx_v_node->arr_len), __pyx_v_vals, (__pyx_v_num_vals * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":74
+ * node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ * memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int))
+ * node.arr_len = new_len # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_v_node->arr_len = __pyx_v_new_len;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":77
+ *
+ *
+ * cdef _Trie_Node* trie_insert(_Trie_Node* node, int val): # <<<<<<<<<<<<<<
+ * cdef _Trie_Edge** cur
+ * cur = &node.root
+ */
+
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_trie_insert(struct __pyx_t_3_sa__Trie_Node *__pyx_v_node, int __pyx_v_val) {
+ struct __pyx_t_3_sa__Trie_Edge **__pyx_v_cur;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ __Pyx_RefNannySetupContext("trie_insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":79
+ * 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:
+ */
+ __pyx_v_cur = (&__pyx_v_node->root);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":80
+ * 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
+ */
+ while (1) {
+ __pyx_t_1 = (((__pyx_v_cur[0]) != NULL) != 0);
+ if (__pyx_t_1) {
+ __pyx_t_2 = (((__pyx_v_cur[0])->val != __pyx_v_val) != 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/precomputation.pxi":81
+ * 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:
+ */
+ __pyx_t_3 = ((__pyx_v_val > (__pyx_v_cur[0])->val) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":82
+ * 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
+ */
+ __pyx_v_cur = (&(__pyx_v_cur[0])->bigger);
+ goto __pyx_L5;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":83
+ * if val > cur[0].val:
+ * cur = &cur[0].bigger
+ * elif val < cur[0].val: # <<<<<<<<<<<<<<
+ * cur = &cur[0].smaller
+ * if cur[0] == NULL:
+ */
+ __pyx_t_3 = ((__pyx_v_val < (__pyx_v_cur[0])->val) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":84
+ * cur = &cur[0].bigger
+ * elif val < cur[0].val:
+ * cur = &cur[0].smaller # <<<<<<<<<<<<<<
+ * if cur[0] == NULL:
+ * cur[0] = new_trie_edge(val)
+ */
+ __pyx_v_cur = (&(__pyx_v_cur[0])->smaller);
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":85
+ * elif val < cur[0].val:
+ * cur = &cur[0].smaller
+ * if cur[0] == NULL: # <<<<<<<<<<<<<<
+ * cur[0] = new_trie_edge(val)
+ * return cur[0].node
+ */
+ __pyx_t_3 = (((__pyx_v_cur[0]) == NULL) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":86
+ * cur = &cur[0].smaller
+ * if cur[0] == NULL:
+ * cur[0] = new_trie_edge(val) # <<<<<<<<<<<<<<
+ * return cur[0].node
+ *
+ */
+ (__pyx_v_cur[0]) = __pyx_f_3_sa_new_trie_edge(__pyx_v_val);
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":87
+ * 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):
+ */
+ __pyx_r = (__pyx_v_cur[0])->node;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":89
+ * return cur[0].node
+ *
+ * cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros): # <<<<<<<<<<<<<<
+ * cdef IntList arr
+ *
+ */
+
+static PyObject *__pyx_f_3_sa_trie_node_to_map(struct __pyx_t_3_sa__Trie_Node *__pyx_v_node, PyObject *__pyx_v_result, PyObject *__pyx_v_prefix, int __pyx_v_include_zeros) {
+ struct __pyx_obj_3_sa_IntList *__pyx_v_arr = 0;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("trie_node_to_map", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":92
+ * cdef IntList arr
+ *
+ * if include_zeros or node.arr_len > 0: # <<<<<<<<<<<<<<
+ * arr = IntList()
+ * free(arr.arr)
+ */
+ if (!(__pyx_v_include_zeros != 0)) {
+ __pyx_t_1 = (__pyx_v_node->arr_len > 0);
+ __pyx_t_2 = __pyx_t_1;
+ } else {
+ __pyx_t_2 = (__pyx_v_include_zeros != 0);
+ }
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":93
+ *
+ * if include_zeros or node.arr_len > 0:
+ * arr = IntList() # <<<<<<<<<<<<<<
+ * free(arr.arr)
+ * arr.arr = <int*> malloc(node.arr_len * sizeof(int))
+ */
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":94
+ * if include_zeros or node.arr_len > 0:
+ * arr = IntList()
+ * free(arr.arr) # <<<<<<<<<<<<<<
+ * arr.arr = <int*> malloc(node.arr_len * sizeof(int))
+ * memcpy(arr.arr, node.arr, node.arr_len * sizeof(int))
+ */
+ free(__pyx_v_arr->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":95
+ * arr = IntList()
+ * free(arr.arr)
+ * arr.arr = <int*> malloc(node.arr_len * sizeof(int)) # <<<<<<<<<<<<<<
+ * memcpy(arr.arr, node.arr, node.arr_len * sizeof(int))
+ * arr.len = node.arr_len
+ */
+ __pyx_v_arr->arr = ((int *)malloc((__pyx_v_node->arr_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":96
+ * free(arr.arr)
+ * arr.arr = <int*> malloc(node.arr_len * sizeof(int))
+ * memcpy(arr.arr, node.arr, node.arr_len * sizeof(int)) # <<<<<<<<<<<<<<
+ * arr.len = node.arr_len
+ * arr.size = node.arr_len
+ */
+ memcpy(__pyx_v_arr->arr, __pyx_v_node->arr, (__pyx_v_node->arr_len * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":97
+ * arr.arr = <int*> malloc(node.arr_len * sizeof(int))
+ * memcpy(arr.arr, node.arr, node.arr_len * sizeof(int))
+ * arr.len = node.arr_len # <<<<<<<<<<<<<<
+ * arr.size = node.arr_len
+ * result[prefix] = arr
+ */
+ __pyx_t_4 = __pyx_v_node->arr_len;
+ __pyx_v_arr->len = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":98
+ * 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)
+ */
+ __pyx_t_4 = __pyx_v_node->arr_len;
+ __pyx_v_arr->size = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":99
+ * arr.len = node.arr_len
+ * arr.size = node.arr_len
+ * result[prefix] = arr # <<<<<<<<<<<<<<
+ * trie_edge_to_map(node.root, result, prefix, include_zeros)
+ *
+ */
+ if (PyObject_SetItem(__pyx_v_result, __pyx_v_prefix, ((PyObject *)__pyx_v_arr)) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":100
+ * 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):
+ */
+ __pyx_t_3 = __pyx_f_3_sa_trie_edge_to_map(__pyx_v_node->root, __pyx_v_result, __pyx_v_prefix, __pyx_v_include_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.trie_node_to_map", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_arr);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":102
+ * 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)
+ */
+
+static PyObject *__pyx_f_3_sa_trie_edge_to_map(struct __pyx_t_3_sa__Trie_Edge *__pyx_v_edge, PyObject *__pyx_v_result, PyObject *__pyx_v_prefix, int __pyx_v_include_zeros) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("trie_edge_to_map", 0);
+ __Pyx_INCREF(__pyx_v_prefix);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":103
+ *
+ * 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)
+ */
+ __pyx_t_1 = ((__pyx_v_edge != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":104
+ * 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,)
+ */
+ __pyx_t_2 = __pyx_f_3_sa_trie_edge_to_map(__pyx_v_edge->smaller, __pyx_v_result, __pyx_v_prefix, __pyx_v_include_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 104; __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/precomputation.pxi":105
+ * 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)
+ */
+ __pyx_t_2 = __pyx_f_3_sa_trie_edge_to_map(__pyx_v_edge->bigger, __pyx_v_result, __pyx_v_prefix, __pyx_v_include_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 105; __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/precomputation.pxi":106
+ * 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)
+ *
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_edge->val); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_v_prefix, ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_v_prefix);
+ __pyx_v_prefix = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":107
+ * 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:
+ */
+ __pyx_t_2 = __pyx_f_3_sa_trie_node_to_map(__pyx_v_edge->node, __pyx_v_result, __pyx_v_prefix, __pyx_v_include_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.trie_edge_to_map", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_prefix);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_7TrieMap_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_7TrieMap_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_alphabet_size;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__alphabet_size,0};
+ PyObject* values[1] = {0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alphabet_size)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ }
+ __pyx_v_alphabet_size = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_alphabet_size == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.TrieMap.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_7TrieMap___cinit__(((struct __pyx_obj_3_sa_TrieMap *)__pyx_v_self), __pyx_v_alphabet_size);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":114
+ * cdef int V
+ *
+ * def __cinit__(self, int alphabet_size): # <<<<<<<<<<<<<<
+ * self.V = alphabet_size
+ * self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*))
+ */
+
+static int __pyx_pf_3_sa_7TrieMap___cinit__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":115
+ *
+ * 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*))
+ */
+ __pyx_v_self->V = __pyx_v_alphabet_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":116
+ * 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*))
+ *
+ */
+ __pyx_v_self->root = ((struct __pyx_t_3_sa__Trie_Node **)malloc((__pyx_v_self->V * (sizeof(struct __pyx_t_3_sa__Trie_Node *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":117
+ * self.V = alphabet_size
+ * self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*))
+ * memset(self.root, 0, self.V * sizeof(_Trie_Node*)) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ memset(__pyx_v_self->root, 0, (__pyx_v_self->V * (sizeof(struct __pyx_t_3_sa__Trie_Node *))));
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static void __pyx_pw_3_sa_7TrieMap_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_3_sa_7TrieMap_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_3_sa_7TrieMap_2__dealloc__(((struct __pyx_obj_3_sa_TrieMap *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":120
+ *
+ *
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * cdef int i
+ * for i from 0 <= i < self.V:
+ */
+
+static void __pyx_pf_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self) {
+ int __pyx_v_i;
+ __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("__dealloc__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":122
+ * def __dealloc__(self):
+ * cdef int i
+ * for i from 0 <= i < self.V: # <<<<<<<<<<<<<<
+ * if self.root[i] != NULL:
+ * free_trie_node(self.root[i])
+ */
+ __pyx_t_1 = __pyx_v_self->V;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":123
+ * cdef int i
+ * for i from 0 <= i < self.V:
+ * if self.root[i] != NULL: # <<<<<<<<<<<<<<
+ * free_trie_node(self.root[i])
+ * free(self.root)
+ */
+ __pyx_t_2 = (((__pyx_v_self->root[__pyx_v_i]) != NULL) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":124
+ * for i from 0 <= i < self.V:
+ * if self.root[i] != NULL:
+ * free_trie_node(self.root[i]) # <<<<<<<<<<<<<<
+ * free(self.root)
+ *
+ */
+ __pyx_t_3 = __pyx_f_3_sa_free_trie_node((__pyx_v_self->root[__pyx_v_i])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":125
+ * if self.root[i] != NULL:
+ * free_trie_node(self.root[i])
+ * free(self.root) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ free(__pyx_v_self->root);
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.TrieMap.__dealloc__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7TrieMap_5insert(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern); /*proto*/
+static PyObject *__pyx_pw_3_sa_7TrieMap_5insert(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("insert (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7TrieMap_4insert(((struct __pyx_obj_3_sa_TrieMap *)__pyx_v_self), ((PyObject *)__pyx_v_pattern));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":128
+ *
+ *
+ * def insert(self, pattern): # <<<<<<<<<<<<<<
+ * cdef int* p
+ * cdef int i, l
+ */
+
+static PyObject *__pyx_pf_3_sa_7TrieMap_4insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ int *__pyx_v_p;
+ int __pyx_v_i;
+ int __pyx_v_l;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":131
+ * cdef int* p
+ * cdef int i, l
+ * l = len(pattern) # <<<<<<<<<<<<<<
+ * p = <int*> malloc(l*sizeof(int))
+ * for i from 0 <= i < l:
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_pattern); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_l = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":132
+ * cdef int i, l
+ * l = len(pattern)
+ * p = <int*> malloc(l*sizeof(int)) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < l:
+ * p[i] = pattern[i]
+ */
+ __pyx_v_p = ((int *)malloc((__pyx_v_l * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":133
+ * l = len(pattern)
+ * p = <int*> malloc(l*sizeof(int))
+ * for i from 0 <= i < l: # <<<<<<<<<<<<<<
+ * p[i] = pattern[i]
+ * self._insert(p,l)
+ */
+ __pyx_t_2 = __pyx_v_l;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":134
+ * p = <int*> malloc(l*sizeof(int))
+ * for i from 0 <= i < l:
+ * p[i] = pattern[i] # <<<<<<<<<<<<<<
+ * self._insert(p,l)
+ * free(p)
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_pattern, __pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ (__pyx_v_p[__pyx_v_i]) = __pyx_t_4;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":135
+ * for i from 0 <= i < l:
+ * p[i] = pattern[i]
+ * self._insert(p,l) # <<<<<<<<<<<<<<
+ * free(p)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_self->__pyx_vtab)->_insert(__pyx_v_self, __pyx_v_p, __pyx_v_l);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":136
+ * p[i] = pattern[i]
+ * self._insert(p,l)
+ * free(p) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ free(__pyx_v_p);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.TrieMap.insert", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":139
+ *
+ *
+ * cdef _Trie_Node* _insert(self, int* pattern, int pattern_len): # <<<<<<<<<<<<<<
+ * cdef int i
+ * cdef _Trie_Node* node
+ */
+
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_7TrieMap__insert(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int *__pyx_v_pattern, int __pyx_v_pattern_len) {
+ int __pyx_v_i;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_v_node;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ __Pyx_RefNannySetupContext("_insert", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":142
+ * 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]]
+ */
+ __pyx_t_1 = (((__pyx_v_self->root[(__pyx_v_pattern[0])]) == NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":143
+ * 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:
+ */
+ (__pyx_v_self->root[(__pyx_v_pattern[0])]) = __pyx_f_3_sa_new_trie_node();
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":144
+ * 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])
+ */
+ __pyx_v_node = (__pyx_v_self->root[(__pyx_v_pattern[0])]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":145
+ * 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
+ */
+ __pyx_t_2 = __pyx_v_pattern_len;
+ for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":146
+ * node = self.root[pattern[0]]
+ * for i from 1 <= i < pattern_len:
+ * node = trie_insert(node, pattern[i]) # <<<<<<<<<<<<<<
+ * return node
+ *
+ */
+ __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_pattern[__pyx_v_i]));
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":147
+ * for i from 1 <= i < pattern_len:
+ * node = trie_insert(node, pattern[i])
+ * return node # <<<<<<<<<<<<<<
+ *
+ * def contains(self, pattern):
+ */
+ __pyx_r = __pyx_v_node;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7TrieMap_7contains(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern); /*proto*/
+static PyObject *__pyx_pw_3_sa_7TrieMap_7contains(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("contains (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7TrieMap_6contains(((struct __pyx_obj_3_sa_TrieMap *)__pyx_v_self), ((PyObject *)__pyx_v_pattern));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":149
+ * return node
+ *
+ * def contains(self, pattern): # <<<<<<<<<<<<<<
+ * cdef int* p
+ * cdef int i, l
+ */
+
+static PyObject *__pyx_pf_3_sa_7TrieMap_6contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ int *__pyx_v_p;
+ int __pyx_v_i;
+ int __pyx_v_l;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_v_node;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("contains", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":153
+ * cdef int i, l
+ * cdef _Trie_Node* node
+ * l = len(pattern) # <<<<<<<<<<<<<<
+ * p = <int*> malloc(l*sizeof(int))
+ * for i from 0 <= i < l:
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_pattern); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_l = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":154
+ * cdef _Trie_Node* node
+ * l = len(pattern)
+ * p = <int*> malloc(l*sizeof(int)) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < l:
+ * p[i] = pattern[i]
+ */
+ __pyx_v_p = ((int *)malloc((__pyx_v_l * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":155
+ * l = len(pattern)
+ * p = <int*> malloc(l*sizeof(int))
+ * for i from 0 <= i < l: # <<<<<<<<<<<<<<
+ * p[i] = pattern[i]
+ * node = self._contains(p,l)
+ */
+ __pyx_t_2 = __pyx_v_l;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":156
+ * p = <int*> malloc(l*sizeof(int))
+ * for i from 0 <= i < l:
+ * p[i] = pattern[i] # <<<<<<<<<<<<<<
+ * node = self._contains(p,l)
+ * free(p)
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_pattern, __pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ (__pyx_v_p[__pyx_v_i]) = __pyx_t_4;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":157
+ * for i from 0 <= i < l:
+ * p[i] = pattern[i]
+ * node = self._contains(p,l) # <<<<<<<<<<<<<<
+ * free(p)
+ * if node == NULL:
+ */
+ __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_self->__pyx_vtab)->_contains(__pyx_v_self, __pyx_v_p, __pyx_v_l);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":158
+ * p[i] = pattern[i]
+ * node = self._contains(p,l)
+ * free(p) # <<<<<<<<<<<<<<
+ * if node == NULL:
+ * return False
+ */
+ free(__pyx_v_p);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":159
+ * node = self._contains(p,l)
+ * free(p)
+ * if node == NULL: # <<<<<<<<<<<<<<
+ * return False
+ * else:
+ */
+ __pyx_t_5 = ((__pyx_v_node == NULL) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":160
+ * free(p)
+ * if node == NULL:
+ * return False # <<<<<<<<<<<<<<
+ * else:
+ * return True
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":162
+ * return False
+ * else:
+ * return True # <<<<<<<<<<<<<<
+ *
+ * cdef _Trie_Node* _contains(self, int* pattern, int pattern_len):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+ }
+ __pyx_L5:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.TrieMap.contains", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":164
+ * return True
+ *
+ * cdef _Trie_Node* _contains(self, int* pattern, int pattern_len): # <<<<<<<<<<<<<<
+ * cdef int i
+ * cdef _Trie_Node* node
+ */
+
+static struct __pyx_t_3_sa__Trie_Node *__pyx_f_3_sa_7TrieMap__contains(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, int *__pyx_v_pattern, int __pyx_v_pattern_len) {
+ int __pyx_v_i;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_v_node;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ __Pyx_RefNannySetupContext("_contains", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":167
+ * cdef int i
+ * cdef _Trie_Node* node
+ * node = self.root[pattern[0]] # <<<<<<<<<<<<<<
+ * i = 1
+ * while node != NULL and i < pattern_len:
+ */
+ __pyx_v_node = (__pyx_v_self->root[(__pyx_v_pattern[0])]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":168
+ * cdef _Trie_Node* node
+ * node = self.root[pattern[0]]
+ * i = 1 # <<<<<<<<<<<<<<
+ * while node != NULL and i < pattern_len:
+ * node = trie_find(node, pattern[i])
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":169
+ * node = self.root[pattern[0]]
+ * i = 1
+ * while node != NULL and i < pattern_len: # <<<<<<<<<<<<<<
+ * node = trie_find(node, pattern[i])
+ * i = i+1
+ */
+ while (1) {
+ __pyx_t_1 = ((__pyx_v_node != NULL) != 0);
+ if (__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_i < __pyx_v_pattern_len) != 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/precomputation.pxi":170
+ * i = 1
+ * while node != NULL and i < pattern_len:
+ * node = trie_find(node, pattern[i]) # <<<<<<<<<<<<<<
+ * i = i+1
+ * return node
+ */
+ __pyx_v_node = __pyx_f_3_sa_trie_find(__pyx_v_node, (__pyx_v_pattern[__pyx_v_i]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":171
+ * while node != NULL and i < pattern_len:
+ * node = trie_find(node, pattern[i])
+ * i = i+1 # <<<<<<<<<<<<<<
+ * return node
+ *
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":172
+ * node = trie_find(node, pattern[i])
+ * i = i+1
+ * return node # <<<<<<<<<<<<<<
+ *
+ * def toMap(self, flag):
+ */
+ __pyx_r = __pyx_v_node;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7TrieMap_9toMap(PyObject *__pyx_v_self, PyObject *__pyx_v_flag); /*proto*/
+static PyObject *__pyx_pw_3_sa_7TrieMap_9toMap(PyObject *__pyx_v_self, PyObject *__pyx_v_flag) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("toMap (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_7TrieMap_8toMap(((struct __pyx_obj_3_sa_TrieMap *)__pyx_v_self), ((PyObject *)__pyx_v_flag));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":174
+ * return node
+ *
+ * def toMap(self, flag): # <<<<<<<<<<<<<<
+ * cdef int i, include_zeros
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_7TrieMap_8toMap(struct __pyx_obj_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag) {
+ int __pyx_v_i;
+ int __pyx_v_include_zeros;
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("toMap", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":177
+ * cdef int i, include_zeros
+ *
+ * if flag: # <<<<<<<<<<<<<<
+ * include_zeros=1
+ * else:
+ */
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_flag); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":178
+ *
+ * if flag:
+ * include_zeros=1 # <<<<<<<<<<<<<<
+ * else:
+ * include_zeros=0
+ */
+ __pyx_v_include_zeros = 1;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":180
+ * include_zeros=1
+ * else:
+ * include_zeros=0 # <<<<<<<<<<<<<<
+ * result = {}
+ * for i from 0 <= i < self.V:
+ */
+ __pyx_v_include_zeros = 0;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":181
+ * else:
+ * include_zeros=0
+ * result = {} # <<<<<<<<<<<<<<
+ * for i from 0 <= i < self.V:
+ * if self.root[i] != NULL:
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_v_result = ((PyObject*)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":182
+ * 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)
+ */
+ __pyx_t_3 = __pyx_v_self->V;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":183
+ * 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
+ */
+ __pyx_t_1 = (((__pyx_v_self->root[__pyx_v_i]) != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":184
+ * 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
+ *
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = __pyx_f_3_sa_trie_node_to_map((__pyx_v_self->root[__pyx_v_i]), ((PyObject *)__pyx_v_result), ((PyObject *)__pyx_t_4), __pyx_v_include_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":185
+ * if self.root[i] != NULL:
+ * trie_node_to_map(self.root[i], result, (i,), include_zeros)
+ * return result # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ __pyx_r = ((PyObject *)__pyx_v_result);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.TrieMap.toMap", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_14Precomputation_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_14Precomputation_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_fsarray = 0;
+ PyObject *__pyx_v_from_stats = 0;
+ PyObject *__pyx_v_from_binary = 0;
+ PyObject *__pyx_v_precompute_rank = 0;
+ PyObject *__pyx_v_precompute_secondary_rank = 0;
+ PyObject *__pyx_v_max_length = 0;
+ PyObject *__pyx_v_max_nonterminals = 0;
+ PyObject *__pyx_v_train_max_initial_size = 0;
+ PyObject *__pyx_v_train_min_gap_size = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__fsarray,&__pyx_n_s__from_stats,&__pyx_n_s__from_binary,&__pyx_n_s__precompute_rank,&__pyx_n_s_72,&__pyx_n_s__max_length,&__pyx_n_s__max_nonterminals,&__pyx_n_s_73,&__pyx_n_s__train_min_gap_size,0};
+ PyObject* values[9] = {0,0,0,0,0,0,0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":200
+ * 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,
+ */
+ values[0] = ((PyObject *)Py_None);
+ values[1] = ((PyObject *)Py_None);
+ values[2] = ((PyObject *)Py_None);
+ values[3] = ((PyObject *)__pyx_int_1000);
+ values[4] = ((PyObject *)__pyx_int_20);
+ values[5] = ((PyObject *)__pyx_int_5);
+ values[6] = ((PyObject *)__pyx_int_2);
+ values[7] = ((PyObject *)__pyx_int_10);
+ values[8] = ((PyObject *)__pyx_int_2);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
+ case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fsarray);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_stats);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_binary);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ case 3:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__precompute_rank);
+ if (value) { values[3] = value; kw_args--; }
+ }
+ case 4:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_72);
+ if (value) { values[4] = value; kw_args--; }
+ }
+ case 5:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_length);
+ if (value) { values[5] = value; kw_args--; }
+ }
+ case 6:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_nonterminals);
+ if (value) { values[6] = value; kw_args--; }
+ }
+ case 7:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_73);
+ if (value) { values[7] = value; kw_args--; }
+ }
+ case 8:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__train_min_gap_size);
+ if (value) { values[8] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
+ case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_fsarray = values[0];
+ __pyx_v_from_stats = values[1];
+ __pyx_v_from_binary = values[2];
+ __pyx_v_precompute_rank = values[3];
+ __pyx_v_precompute_secondary_rank = values[4];
+ __pyx_v_max_length = values[5];
+ __pyx_v_max_nonterminals = values[6];
+ __pyx_v_train_max_initial_size = values[7];
+ __pyx_v_train_min_gap_size = values[8];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Precomputation.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_14Precomputation___cinit__(((struct __pyx_obj_3_sa_Precomputation *)__pyx_v_self), __pyx_v_fsarray, __pyx_v_from_stats, __pyx_v_from_binary, __pyx_v_precompute_rank, __pyx_v_precompute_secondary_rank, __pyx_v_max_length, __pyx_v_max_nonterminals, __pyx_v_train_max_initial_size, __pyx_v_train_min_gap_size);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":204
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_precompute_rank); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->precompute_rank = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":205
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_precompute_secondary_rank); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->precompute_secondary_rank = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":206
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_max_length); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->max_length = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":207
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_max_nonterminals); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->max_nonterminals = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":208
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_train_max_initial_size); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->train_max_initial_size = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":209
+ * 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)
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_train_min_gap_size); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->train_min_gap_size = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":210
+ * 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:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_binary); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":211
+ * 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)
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_binary); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_from_binary);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_from_binary);
+ __Pyx_GIVEREF(__pyx_v_from_binary);
+ __pyx_t_5 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":212
+ * if from_binary:
+ * self.read_binary(from_binary)
+ * elif from_stats: # <<<<<<<<<<<<<<
+ * self.precompute(from_stats, fsarray)
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_stats); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":213
+ * self.read_binary(from_binary)
+ * elif from_stats:
+ * self.precompute(from_stats, fsarray) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__precompute); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_from_stats);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_from_stats);
+ __Pyx_GIVEREF(__pyx_v_from_stats);
+ __Pyx_INCREF(__pyx_v_fsarray);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_fsarray);
+ __Pyx_GIVEREF(__pyx_v_fsarray);
+ __pyx_t_3 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.Precomputation.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_14Precomputation_3read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_14Precomputation_3read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Precomputation.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_14Precomputation_2read_binary(((struct __pyx_obj_3_sa_Precomputation *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":216
+ *
+ *
+ * def read_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_14Precomputation_2read_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":218
+ * 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)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":219
+ * 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((&__pyx_v_self->precompute_rank), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":220
+ * 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((&__pyx_v_self->precompute_secondary_rank), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":221
+ * 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((&__pyx_v_self->max_length), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":222
+ * 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)
+ */
+ fread((&__pyx_v_self->max_nonterminals), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":223
+ * 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)
+ */
+ fread((&__pyx_v_self->train_max_initial_size), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":224
+ * 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)
+ */
+ fread((&__pyx_v_self->train_min_gap_size), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":225
+ * 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)
+ */
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_Precomputation *)__pyx_v_self->__pyx_vtab)->read_map(__pyx_v_self, __pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 225; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->precomputed_index);
+ __Pyx_DECREF(__pyx_v_self->precomputed_index);
+ __pyx_v_self->precomputed_index = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":226
+ * 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)
+ *
+ */
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_Precomputation *)__pyx_v_self->__pyx_vtab)->read_map(__pyx_v_self, __pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->precomputed_collocations);
+ __Pyx_DECREF(__pyx_v_self->precomputed_collocations);
+ __pyx_v_self->precomputed_collocations = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":227
+ * self.precomputed_index = self.read_map(f)
+ * self.precomputed_collocations = self.read_map(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Precomputation.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_14Precomputation_5write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_14Precomputation_5write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Precomputation.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_14Precomputation_4write_binary(((struct __pyx_obj_3_sa_Precomputation *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":230
+ *
+ *
+ * def write_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_14Precomputation_4write_binary(struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":232
+ * 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)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":233
+ * 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((&__pyx_v_self->precompute_rank), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":234
+ * 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((&__pyx_v_self->precompute_secondary_rank), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":235
+ * 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((&__pyx_v_self->max_length), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":236
+ * 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)
+ */
+ fwrite((&__pyx_v_self->max_nonterminals), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":237
+ * 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)
+ */
+ fwrite((&__pyx_v_self->train_max_initial_size), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":238
+ * 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)
+ */
+ fwrite((&__pyx_v_self->train_min_gap_size), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":239
+ * 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)
+ */
+ __pyx_t_1 = __pyx_v_self->precomputed_index;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_Precomputation *)__pyx_v_self->__pyx_vtab)->write_map(__pyx_v_self, __pyx_t_1, __pyx_v_f); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":240
+ * 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)
+ *
+ */
+ __pyx_t_2 = __pyx_v_self->precomputed_collocations;
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_Precomputation *)__pyx_v_self->__pyx_vtab)->write_map(__pyx_v_self, __pyx_t_2, __pyx_v_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":241
+ * self.write_map(self.precomputed_index, f)
+ * self.write_map(self.precomputed_collocations, f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.Precomputation.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":244
+ *
+ *
+ * cdef write_map(self, m, FILE* f): # <<<<<<<<<<<<<<
+ * cdef int i, N
+ * cdef IntList arr
+ */
+
+static PyObject *__pyx_f_3_sa_14Precomputation_write_map(CYTHON_UNUSED struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_m, FILE *__pyx_v_f) {
+ int __pyx_v_i;
+ int __pyx_v_N;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_arr = 0;
+ PyObject *__pyx_v_pattern = NULL;
+ PyObject *__pyx_v_val = NULL;
+ PyObject *__pyx_v_word_id = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_t_7;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_map", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":248
+ * cdef IntList arr
+ *
+ * N = len(m) # <<<<<<<<<<<<<<
+ * fwrite(&(N), sizeof(int), 1, f)
+ * for pattern, val in m.iteritems():
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_m); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_N = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":249
+ *
+ * N = len(m)
+ * fwrite(&(N), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * for pattern, val in m.iteritems():
+ * N = len(pattern)
+ */
+ fwrite((&__pyx_v_N), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":250
+ * N = len(m)
+ * fwrite(&(N), sizeof(int), 1, f)
+ * for pattern, val in m.iteritems(): # <<<<<<<<<<<<<<
+ * N = len(pattern)
+ * fwrite(&(N), sizeof(int), 1, f)
+ */
+ __pyx_t_1 = 0;
+ if (unlikely(__pyx_v_m == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "iteritems");
+ {__pyx_filename = __pyx_f[11]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_5 = __Pyx_dict_iterator(__pyx_v_m, 0, ((PyObject *)__pyx_n_s__iteritems), (&__pyx_t_3), (&__pyx_t_4)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_2);
+ __pyx_t_2 = __pyx_t_5;
+ __pyx_t_5 = 0;
+ while (1) {
+ __pyx_t_7 = __Pyx_dict_iter_next(__pyx_t_2, __pyx_t_3, &__pyx_t_1, &__pyx_t_5, &__pyx_t_6, NULL, __pyx_t_4);
+ if (unlikely(__pyx_t_7 == 0)) break;
+ if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __pyx_v_pattern = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_v_val);
+ __pyx_v_val = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":251
+ * 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:
+ */
+ __pyx_t_8 = PyObject_Length(__pyx_v_pattern); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_N = __pyx_t_8;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":252
+ * for pattern, val in m.iteritems():
+ * N = len(pattern)
+ * fwrite(&(N), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * for word_id in pattern:
+ * i = word_id
+ */
+ fwrite((&__pyx_v_N), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":253
+ * N = len(pattern)
+ * fwrite(&(N), sizeof(int), 1, f)
+ * for word_id in pattern: # <<<<<<<<<<<<<<
+ * i = word_id
+ * fwrite(&(i), sizeof(int), 1, f)
+ */
+ if (PyList_CheckExact(__pyx_v_pattern) || PyTuple_CheckExact(__pyx_v_pattern)) {
+ __pyx_t_6 = __pyx_v_pattern; __Pyx_INCREF(__pyx_t_6); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_6 = PyObject_GetIter(__pyx_v_pattern); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_9 = Py_TYPE(__pyx_t_6)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_8); __Pyx_INCREF(__pyx_t_5); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_8); __Pyx_INCREF(__pyx_t_5); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_6, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_5 = __pyx_t_9(__pyx_t_6);
+ if (unlikely(!__pyx_t_5)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __pyx_v_word_id = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":254
+ * fwrite(&(N), sizeof(int), 1, f)
+ * for word_id in pattern:
+ * i = word_id # <<<<<<<<<<<<<<
+ * fwrite(&(i), sizeof(int), 1, f)
+ * arr = val
+ */
+ __pyx_t_7 = __Pyx_PyInt_AsInt(__pyx_v_word_id); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_i = __pyx_t_7;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":255
+ * for word_id in pattern:
+ * i = word_id
+ * fwrite(&(i), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * arr = val
+ * arr.write_handle(f)
+ */
+ fwrite((&__pyx_v_i), (sizeof(int)), 1, __pyx_v_f);
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":256
+ * i = word_id
+ * fwrite(&(i), sizeof(int), 1, f)
+ * arr = val # <<<<<<<<<<<<<<
+ * arr.write_handle(f)
+ *
+ */
+ if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_val);
+ __Pyx_XDECREF(((PyObject *)__pyx_v_arr));
+ __pyx_v_arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_v_val);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":257
+ * fwrite(&(i), sizeof(int), 1, f)
+ * arr = val
+ * arr.write_handle(f) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_arr->__pyx_vtab)->write_handle(__pyx_v_arr, __pyx_v_f);
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.Precomputation.write_map", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_arr);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __Pyx_XDECREF(__pyx_v_val);
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":260
+ *
+ *
+ * cdef read_map(self, FILE* f): # <<<<<<<<<<<<<<
+ * cdef int i, j, k, word_id, N
+ * cdef IntList arr
+ */
+
+static PyObject *__pyx_f_3_sa_14Precomputation_read_map(CYTHON_UNUSED struct __pyx_obj_3_sa_Precomputation *__pyx_v_self, FILE *__pyx_v_f) {
+ int __pyx_v_i;
+ CYTHON_UNUSED int __pyx_v_j;
+ CYTHON_UNUSED int __pyx_v_k;
+ int __pyx_v_word_id;
+ int __pyx_v_N;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_arr = 0;
+ PyObject *__pyx_v_m = NULL;
+ PyObject *__pyx_v_key = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_map", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":264
+ * cdef IntList arr
+ *
+ * m = {} # <<<<<<<<<<<<<<
+ * fread(&(N), sizeof(int), 1, f)
+ * for j from 0 <= j < N:
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_v_m = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":265
+ *
+ * m = {}
+ * fread(&(N), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * for j from 0 <= j < N:
+ * fread(&(i), sizeof(int), 1, f)
+ */
+ fread((&__pyx_v_N), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":266
+ * m = {}
+ * fread(&(N), sizeof(int), 1, f)
+ * for j from 0 <= j < N: # <<<<<<<<<<<<<<
+ * fread(&(i), sizeof(int), 1, f)
+ * key = ()
+ */
+ __pyx_t_2 = __pyx_v_N;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":267
+ * 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((&__pyx_v_i), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":268
+ * 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)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __Pyx_XDECREF(((PyObject *)__pyx_v_key));
+ __pyx_v_key = __pyx_empty_tuple;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":269
+ * fread(&(i), sizeof(int), 1, f)
+ * key = ()
+ * for k from 0 <= k < i: # <<<<<<<<<<<<<<
+ * fread(&(word_id), sizeof(int), 1, f)
+ * key = key + (word_id,)
+ */
+ __pyx_t_3 = __pyx_v_i;
+ for (__pyx_v_k = 0; __pyx_v_k < __pyx_t_3; __pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":270
+ * key = ()
+ * for k from 0 <= k < i:
+ * fread(&(word_id), sizeof(int), 1, f) # <<<<<<<<<<<<<<
+ * key = key + (word_id,)
+ * arr = IntList()
+ */
+ fread((&__pyx_v_word_id), (sizeof(int)), 1, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":271
+ * for k from 0 <= k < i:
+ * fread(&(word_id), sizeof(int), 1, f)
+ * key = key + (word_id,) # <<<<<<<<<<<<<<
+ * arr = IntList()
+ * arr.read_handle(f)
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_word_id); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Add(((PyObject *)__pyx_v_key), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_key));
+ __pyx_v_key = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":272
+ * fread(&(word_id), sizeof(int), 1, f)
+ * key = key + (word_id,)
+ * arr = IntList() # <<<<<<<<<<<<<<
+ * arr.read_handle(f)
+ * m[key] = arr
+ */
+ __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[11]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(((PyObject *)__pyx_v_arr));
+ __pyx_v_arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":273
+ * key = key + (word_id,)
+ * arr = IntList()
+ * arr.read_handle(f) # <<<<<<<<<<<<<<
+ * m[key] = arr
+ * return m
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_arr->__pyx_vtab)->read_handle(__pyx_v_arr, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":274
+ * arr = IntList()
+ * arr.read_handle(f)
+ * m[key] = arr # <<<<<<<<<<<<<<
+ * return m
+ *
+ */
+ if (PyDict_SetItem(((PyObject *)__pyx_v_m), ((PyObject *)__pyx_v_key), ((PyObject *)__pyx_v_arr)) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 274; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":275
+ * arr.read_handle(f)
+ * m[key] = arr
+ * return m # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_m));
+ __pyx_r = ((PyObject *)__pyx_v_m);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.Precomputation.read_map", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_arr);
+ __Pyx_XDECREF(__pyx_v_m);
+ __Pyx_XDECREF(__pyx_v_key);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_14Precomputation_7precompute(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_14Precomputation_7precompute(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_stats = 0;
+ struct __pyx_obj_3_sa_SuffixArray *__pyx_v_sarray = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("precompute (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__stats,&__pyx_n_s__sarray,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__stats)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sarray)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("precompute", 1, 2, 2, 1); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "precompute") < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_stats = values[0];
+ __pyx_v_sarray = ((struct __pyx_obj_3_sa_SuffixArray *)values[1]);
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("precompute", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[11]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Precomputation.precompute", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sarray), __pyx_ptype_3_sa_SuffixArray, 1, "sarray", 0))) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_14Precomputation_6precompute(((struct __pyx_obj_3_sa_Precomputation *)__pyx_v_self), __pyx_v_stats, __pyx_v_sarray);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":278
+ *
+ *
+ * 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
+ */
+
+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) {
+ int __pyx_v_i;
+ int __pyx_v_l;
+ int __pyx_v_N;
+ int __pyx_v_max_pattern_len;
+ int __pyx_v_i1;
+ int __pyx_v_l1;
+ int __pyx_v_i2;
+ int __pyx_v_l2;
+ int __pyx_v_i3;
+ int __pyx_v_l3;
+ int __pyx_v_ptr1;
+ int __pyx_v_ptr2;
+ int __pyx_v_ptr3;
+ int __pyx_v_is_super;
+ int __pyx_v_sent_count;
+ int __pyx_v_max_rank;
+ struct __pyx_obj_3_sa_DataArray *__pyx_v_darray = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_data = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_queue = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_cost_by_rank = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_count_by_rank = 0;
+ struct __pyx_obj_3_sa_TrieMap *__pyx_v_frequent_patterns = 0;
+ struct __pyx_obj_3_sa_TrieMap *__pyx_v_super_frequent_patterns = 0;
+ struct __pyx_obj_3_sa_TrieMap *__pyx_v_collocations = 0;
+ struct __pyx_t_3_sa__Trie_Node *__pyx_v_node;
+ PyObject *__pyx_v_I_set = NULL;
+ PyObject *__pyx_v_J_set = NULL;
+ PyObject *__pyx_v_J2_set = NULL;
+ PyObject *__pyx_v_IJ_set = NULL;
+ PyObject *__pyx_v_pattern_rank = NULL;
+ float __pyx_v_start_time;
+ PyObject *__pyx_v_rank = NULL;
+ CYTHON_UNUSED PyObject *__pyx_v__ = NULL;
+ PyObject *__pyx_v_phrase = NULL;
+ int __pyx_v_sa_word_id;
+ PyObject *__pyx_v_x = NULL;
+ PyObject *__pyx_v_pattern1 = NULL;
+ PyObject *__pyx_v_pattern2 = NULL;
+ PyObject *__pyx_v_combined_pattern = NULL;
+ PyObject *__pyx_v_pattern = NULL;
+ PyObject *__pyx_v_arr = NULL;
+ PyObject *__pyx_v_s = NULL;
+ PyObject *__pyx_v_word_id = NULL;
+ PyObject *__pyx_v_chunk = NULL;
+ PyObject *__pyx_v_arity = NULL;
+ PyObject *__pyx_v_cumul_cost = NULL;
+ PyObject *__pyx_v_cumul_count = NULL;
+ PyObject *__pyx_v_num_found_patterns = NULL;
+ float __pyx_v_stop_time;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ float __pyx_t_4;
+ PyObject *(*__pyx_t_5)(PyObject *);
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *(*__pyx_t_11)(PyObject *);
+ int __pyx_t_12;
+ Py_ssize_t __pyx_t_13;
+ int __pyx_t_14;
+ Py_ssize_t __pyx_t_15;
+ int __pyx_t_16;
+ int __pyx_t_17;
+ int __pyx_t_18;
+ int __pyx_t_19;
+ int __pyx_t_20;
+ PyObject *(*__pyx_t_21)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("precompute", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":280
+ * 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
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_sarray->darray);
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_v_darray = ((struct __pyx_obj_3_sa_DataArray *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":285
+ * cdef _Trie_Node* node
+ *
+ * data = darray.data # <<<<<<<<<<<<<<
+ *
+ * frequent_patterns = TrieMap(len(darray.id2word))
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_darray->data);
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_v_data = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":287
+ * data = darray.data
+ *
+ * frequent_patterns = TrieMap(len(darray.id2word)) # <<<<<<<<<<<<<<
+ * super_frequent_patterns = TrieMap(len(darray.id2word))
+ * collocations = TrieMap(len(darray.id2word))
+ */
+ __pyx_t_1 = __pyx_v_darray->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_TrieMap)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_frequent_patterns = ((struct __pyx_obj_3_sa_TrieMap *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":288
+ *
+ * frequent_patterns = TrieMap(len(darray.id2word))
+ * super_frequent_patterns = TrieMap(len(darray.id2word)) # <<<<<<<<<<<<<<
+ * collocations = TrieMap(len(darray.id2word))
+ *
+ */
+ __pyx_t_1 = __pyx_v_darray->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_TrieMap)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_super_frequent_patterns = ((struct __pyx_obj_3_sa_TrieMap *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":289
+ * frequent_patterns = TrieMap(len(darray.id2word))
+ * super_frequent_patterns = TrieMap(len(darray.id2word))
+ * collocations = TrieMap(len(darray.id2word)) # <<<<<<<<<<<<<<
+ *
+ * I_set = set()
+ */
+ __pyx_t_1 = __pyx_v_darray->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_TrieMap)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_collocations = ((struct __pyx_obj_3_sa_TrieMap *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":291
+ * collocations = TrieMap(len(darray.id2word))
+ *
+ * I_set = set() # <<<<<<<<<<<<<<
+ * J_set = set()
+ * J2_set = set()
+ */
+ __pyx_t_1 = PySet_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_v_I_set = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":292
+ *
+ * I_set = set()
+ * J_set = set() # <<<<<<<<<<<<<<
+ * J2_set = set()
+ * IJ_set = set()
+ */
+ __pyx_t_1 = PySet_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_v_J_set = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":293
+ * I_set = set()
+ * J_set = set()
+ * J2_set = set() # <<<<<<<<<<<<<<
+ * IJ_set = set()
+ * pattern_rank = {}
+ */
+ __pyx_t_1 = PySet_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_v_J2_set = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":294
+ * J_set = set()
+ * J2_set = set()
+ * IJ_set = set() # <<<<<<<<<<<<<<
+ * pattern_rank = {}
+ *
+ */
+ __pyx_t_1 = PySet_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_v_IJ_set = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":295
+ * J2_set = set()
+ * IJ_set = set()
+ * pattern_rank = {} # <<<<<<<<<<<<<<
+ *
+ * logger.info("Precomputing frequent intersections")
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_v_pattern_rank = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":297
+ * pattern_rank = {}
+ *
+ * logger.info("Precomputing frequent intersections") # <<<<<<<<<<<<<<
+ * cdef float start_time = monitor_cpu()
+ *
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_75), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":298
+ *
+ * logger.info("Precomputing frequent intersections")
+ * cdef float start_time = monitor_cpu() # <<<<<<<<<<<<<<
+ *
+ * max_pattern_len = 0
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_3); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_start_time = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":300
+ * cdef float start_time = monitor_cpu()
+ *
+ * max_pattern_len = 0 # <<<<<<<<<<<<<<
+ * for rank, (_, _, phrase) in enumerate(stats):
+ * if rank >= self.precompute_rank:
+ */
+ __pyx_v_max_pattern_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":301
+ *
+ * max_pattern_len = 0
+ * for rank, (_, _, phrase) in enumerate(stats): # <<<<<<<<<<<<<<
+ * if rank >= self.precompute_rank:
+ * break
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_3 = __pyx_int_0;
+ if (PyList_CheckExact(__pyx_v_stats) || PyTuple_CheckExact(__pyx_v_stats)) {
+ __pyx_t_1 = __pyx_v_stats; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_stats); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_6 = __pyx_t_5(__pyx_t_1);
+ if (unlikely(!__pyx_t_6)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_6);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) {
+ PyObject* sequence = __pyx_t_6;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_7 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_9 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_7 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_8 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_9 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_7);
+ __Pyx_INCREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_t_9);
+ #else
+ __pyx_t_7 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_8 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ #endif
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_11 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_7 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_7)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_7);
+ index = 1; __pyx_t_8 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_8)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_8);
+ index = 2; __pyx_t_9 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_9)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_9);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_11(__pyx_t_10), 3) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_11 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L6_unpacking_done;
+ __pyx_L5_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_11 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L6_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v__);
+ __pyx_v__ = __pyx_t_7;
+ __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_v__);
+ __pyx_v__ = __pyx_t_8;
+ __pyx_t_8 = 0;
+ __Pyx_XDECREF(__pyx_v_phrase);
+ __pyx_v_phrase = __pyx_t_9;
+ __pyx_t_9 = 0;
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_rank);
+ __pyx_v_rank = __pyx_t_3;
+ __pyx_t_6 = PyNumber_Add(__pyx_t_3, __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3);
+ __pyx_t_3 = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":302
+ * 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))
+ */
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_self->precompute_rank); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_9 = PyObject_RichCompare(__pyx_v_rank, __pyx_t_6, Py_GE); __Pyx_XGOTREF(__pyx_t_9); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":303
+ * 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)
+ */
+ goto __pyx_L4_break;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":304
+ * if rank >= self.precompute_rank:
+ * break
+ * max_pattern_len = max(max_pattern_len, len(phrase)) # <<<<<<<<<<<<<<
+ * frequent_patterns.insert(phrase)
+ * I_set.add(phrase)
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_14 = __pyx_v_max_pattern_len;
+ if (((__pyx_t_13 > __pyx_t_14) != 0)) {
+ __pyx_t_15 = __pyx_t_13;
+ } else {
+ __pyx_t_15 = __pyx_t_14;
+ }
+ __pyx_v_max_pattern_len = __pyx_t_15;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":305
+ * break
+ * max_pattern_len = max(max_pattern_len, len(phrase))
+ * frequent_patterns.insert(phrase) # <<<<<<<<<<<<<<
+ * I_set.add(phrase)
+ * pattern_rank[phrase] = rank
+ */
+ __pyx_t_9 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_frequent_patterns), __pyx_n_s__insert); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_phrase);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_phrase);
+ __Pyx_GIVEREF(__pyx_v_phrase);
+ __pyx_t_8 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":306
+ * 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:
+ */
+ __pyx_t_16 = PySet_Add(__pyx_v_I_set, __pyx_v_phrase); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":307
+ * frequent_patterns.insert(phrase)
+ * I_set.add(phrase)
+ * pattern_rank[phrase] = rank # <<<<<<<<<<<<<<
+ * if rank < self.precompute_secondary_rank:
+ * super_frequent_patterns.insert(phrase)
+ */
+ if (PyDict_SetItem(((PyObject *)__pyx_v_pattern_rank), __pyx_v_phrase, __pyx_v_rank) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 307; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":308
+ * I_set.add(phrase)
+ * pattern_rank[phrase] = rank
+ * if rank < self.precompute_secondary_rank: # <<<<<<<<<<<<<<
+ * super_frequent_patterns.insert(phrase)
+ * J_set.add(phrase)
+ */
+ __pyx_t_8 = PyInt_FromLong(__pyx_v_self->precompute_secondary_rank); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_6 = PyObject_RichCompare(__pyx_v_rank, __pyx_t_8, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":309
+ * pattern_rank[phrase] = rank
+ * if rank < self.precompute_secondary_rank:
+ * super_frequent_patterns.insert(phrase) # <<<<<<<<<<<<<<
+ * J_set.add(phrase)
+ *
+ */
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_super_frequent_patterns), __pyx_n_s__insert); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_phrase);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_phrase);
+ __Pyx_GIVEREF(__pyx_v_phrase);
+ __pyx_t_9 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":310
+ * if rank < self.precompute_secondary_rank:
+ * super_frequent_patterns.insert(phrase)
+ * J_set.add(phrase) # <<<<<<<<<<<<<<
+ *
+ * queue = IntList(increment=1000)
+ */
+ __pyx_t_16 = PySet_Add(__pyx_v_J_set, __pyx_v_phrase); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ }
+ __pyx_L4_break:;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":312
+ * J_set.add(phrase)
+ *
+ * queue = IntList(increment=1000) # <<<<<<<<<<<<<<
+ *
+ * logger.info(" Computing inverted indexes...")
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__increment), __pyx_int_1000) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_queue = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/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_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_77), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":315
+ *
+ * logger.info(" Computing inverted indexes...")
+ * N = len(data) # <<<<<<<<<<<<<<
+ * for i from 0 <= i < N:
+ * sa_word_id = data.arr[i]
+ */
+ __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_data)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_N = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":316
+ * 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:
+ */
+ __pyx_t_14 = __pyx_v_N;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_14; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":317
+ * N = len(data)
+ * for i from 0 <= i < N:
+ * sa_word_id = data.arr[i] # <<<<<<<<<<<<<<
+ * if sa_word_id == 1:
+ * queue._append(-1)
+ */
+ __pyx_v_sa_word_id = (__pyx_v_data->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":318
+ * for i from 0 <= i < N:
+ * sa_word_id = data.arr[i]
+ * if sa_word_id == 1: # <<<<<<<<<<<<<<
+ * queue._append(-1)
+ * else:
+ */
+ __pyx_t_12 = ((__pyx_v_sa_word_id == 1) != 0);
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":319
+ * sa_word_id = data.arr[i]
+ * if sa_word_id == 1:
+ * queue._append(-1) # <<<<<<<<<<<<<<
+ * else:
+ * for l from 1 <= l <= max_pattern_len:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_queue->__pyx_vtab)->_append(__pyx_v_queue, -1);
+ goto __pyx_L11;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":321
+ * queue._append(-1)
+ * else:
+ * for l from 1 <= l <= max_pattern_len: # <<<<<<<<<<<<<<
+ * node = frequent_patterns._contains(data.arr+i, l)
+ * if node == NULL:
+ */
+ __pyx_t_17 = __pyx_v_max_pattern_len;
+ for (__pyx_v_l = 1; __pyx_v_l <= __pyx_t_17; __pyx_v_l++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":322
+ * else:
+ * for l from 1 <= l <= max_pattern_len:
+ * node = frequent_patterns._contains(data.arr+i, l) # <<<<<<<<<<<<<<
+ * if node == NULL:
+ * break
+ */
+ __pyx_v_node = ((struct __pyx_vtabstruct_3_sa_TrieMap *)__pyx_v_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i), __pyx_v_l);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":323
+ * for l from 1 <= l <= max_pattern_len:
+ * node = frequent_patterns._contains(data.arr+i, l)
+ * if node == NULL: # <<<<<<<<<<<<<<
+ * break
+ * queue._append(i)
+ */
+ __pyx_t_12 = ((__pyx_v_node == NULL) != 0);
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":324
+ * node = frequent_patterns._contains(data.arr+i, l)
+ * if node == NULL:
+ * break # <<<<<<<<<<<<<<
+ * queue._append(i)
+ * queue._append(l)
+ */
+ goto __pyx_L13_break;
+ goto __pyx_L14;
+ }
+ __pyx_L14:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":325
+ * if node == NULL:
+ * break
+ * queue._append(i) # <<<<<<<<<<<<<<
+ * queue._append(l)
+ * trie_node_data_append(node, i)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_queue->__pyx_vtab)->_append(__pyx_v_queue, __pyx_v_i);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":326
+ * break
+ * queue._append(i)
+ * queue._append(l) # <<<<<<<<<<<<<<
+ * trie_node_data_append(node, i)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_queue->__pyx_vtab)->_append(__pyx_v_queue, __pyx_v_l);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":327
+ * queue._append(i)
+ * queue._append(l)
+ * trie_node_data_append(node, i) # <<<<<<<<<<<<<<
+ *
+ * logger.info(" Computing collocations...")
+ */
+ __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __pyx_L13_break:;
+ }
+ __pyx_L11:;
+ }
+
+ /* "/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_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_79), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":330
+ *
+ * logger.info(" Computing collocations...")
+ * N = len(queue) # <<<<<<<<<<<<<<
+ * ptr1 = 0
+ * sent_count = 0
+ */
+ __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_queue)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_N = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":331
+ * logger.info(" Computing collocations...")
+ * N = len(queue)
+ * ptr1 = 0 # <<<<<<<<<<<<<<
+ * sent_count = 0
+ * while ptr1 < N: # main loop
+ */
+ __pyx_v_ptr1 = 0;
+
+ /* "/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);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":368
+ * if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL:
+ * node = collocations._insert(data.arr+i1, l1)
+ * node = trie_insert(node, -1) # <<<<<<<<<<<<<<
+ * for i from i2 <= i < i2+l2:
+ * node = trie_insert(node, data.arr[i])
+ */
+ __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":369
+ * node = collocations._insert(data.arr+i1, l1)
+ * node = trie_insert(node, -1)
+ * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<<
+ * node = trie_insert(node, data.arr[i])
+ * node = trie_insert(node, -1)
+ */
+ __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2);
+ for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_14; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":370
+ * node = trie_insert(node, -1)
+ * for i from i2 <= i < i2+l2:
+ * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<<
+ * node = trie_insert(node, -1)
+ * for i from i3 <= i < i3+l3:
+ */
+ __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i]));
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":371
+ * for i from i2 <= i < i2+l2:
+ * node = trie_insert(node, data.arr[i])
+ * node = trie_insert(node, -1) # <<<<<<<<<<<<<<
+ * for i from i3 <= i < i3+l3:
+ * node = trie_insert(node, data.arr[i])
+ */
+ __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, -1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":372
+ * node = trie_insert(node, data.arr[i])
+ * node = trie_insert(node, -1)
+ * for i from i3 <= i < i3+l3: # <<<<<<<<<<<<<<
+ * node = trie_insert(node, data.arr[i])
+ * trie_node_data_append(node, i1)
+ */
+ __pyx_t_14 = (__pyx_v_i3 + __pyx_v_l3);
+ for (__pyx_v_i = __pyx_v_i3; __pyx_v_i < __pyx_t_14; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":373
+ * node = trie_insert(node, -1)
+ * for i from i3 <= i < i3+l3:
+ * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<<
+ * trie_node_data_append(node, i1)
+ * trie_node_data_append(node, i2)
+ */
+ __pyx_v_node = __pyx_f_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i]));
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":374
+ * for i from i3 <= i < i3+l3:
+ * node = trie_insert(node, data.arr[i])
+ * trie_node_data_append(node, i1) # <<<<<<<<<<<<<<
+ * trie_node_data_append(node, i2)
+ * trie_node_data_append(node, i3)
+ */
+ __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":375
+ * node = trie_insert(node, data.arr[i])
+ * trie_node_data_append(node, i1)
+ * trie_node_data_append(node, i2) # <<<<<<<<<<<<<<
+ * trie_node_data_append(node, i3)
+ * ptr3 = ptr3 + 2
+ */
+ __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":376
+ * trie_node_data_append(node, i1)
+ * trie_node_data_append(node, i2)
+ * trie_node_data_append(node, i3) # <<<<<<<<<<<<<<
+ * ptr3 = ptr3 + 2
+ * ptr2 = ptr2 + 2
+ */
+ __pyx_t_1 = __pyx_f_3_sa_trie_node_data_append(__pyx_v_node, __pyx_v_i3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L30;
+ }
+ __pyx_L30:;
+ goto __pyx_L29;
+ }
+ __pyx_L29:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":377
+ * trie_node_data_append(node, i2)
+ * trie_node_data_append(node, i3)
+ * ptr3 = ptr3 + 2 # <<<<<<<<<<<<<<
+ * ptr2 = ptr2 + 2
+ * ptr1 = ptr1 + 2
+ */
+ __pyx_v_ptr3 = (__pyx_v_ptr3 + 2);
+ }
+ __pyx_L27_break:;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+ goto __pyx_L21;
+ }
+ __pyx_L21:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":378
+ * trie_node_data_append(node, i3)
+ * ptr3 = ptr3 + 2
+ * ptr2 = ptr2 + 2 # <<<<<<<<<<<<<<
+ * ptr1 = ptr1 + 2
+ * else:
+ */
+ __pyx_v_ptr2 = (__pyx_v_ptr2 + 2);
+ }
+ __pyx_L19_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":379
+ * ptr3 = ptr3 + 2
+ * ptr2 = ptr2 + 2
+ * ptr1 = ptr1 + 2 # <<<<<<<<<<<<<<
+ * else:
+ * sent_count = sent_count + 1
+ */
+ __pyx_v_ptr1 = (__pyx_v_ptr1 + 2);
+ goto __pyx_L17;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":381
+ * ptr1 = ptr1 + 2
+ * else:
+ * sent_count = sent_count + 1 # <<<<<<<<<<<<<<
+ * if sent_count % 10000 == 0:
+ * logger.debug(" %d sentences", sent_count)
+ */
+ __pyx_v_sent_count = (__pyx_v_sent_count + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":382
+ * else:
+ * sent_count = sent_count + 1
+ * if sent_count % 10000 == 0: # <<<<<<<<<<<<<<
+ * logger.debug(" %d sentences", sent_count)
+ * ptr1 = ptr1 + 1
+ */
+ __pyx_t_20 = ((__Pyx_mod_long(__pyx_v_sent_count, 10000) == 0) != 0);
+ if (__pyx_t_20) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":383
+ * sent_count = sent_count + 1
+ * if sent_count % 10000 == 0:
+ * logger.debug(" %d sentences", sent_count) # <<<<<<<<<<<<<<
+ * ptr1 = ptr1 + 1
+ *
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__debug); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_sent_count); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_80));
+ PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_kp_s_80));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_80));
+ PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L35;
+ }
+ __pyx_L35:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":384
+ * if sent_count % 10000 == 0:
+ * logger.debug(" %d sentences", sent_count)
+ * ptr1 = ptr1 + 1 # <<<<<<<<<<<<<<
+ *
+ * self.precomputed_collocations = collocations.toMap(False)
+ */
+ __pyx_v_ptr1 = (__pyx_v_ptr1 + 1);
+ }
+ __pyx_L17:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":386
+ * ptr1 = ptr1 + 1
+ *
+ * self.precomputed_collocations = collocations.toMap(False) # <<<<<<<<<<<<<<
+ * self.precomputed_index = frequent_patterns.toMap(True)
+ *
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_collocations), __pyx_n_s__toMap); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_9);
+ __Pyx_GIVEREF(__pyx_t_9);
+ __pyx_t_9 = 0;
+ __pyx_t_9 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(__pyx_t_9);
+ __Pyx_GOTREF(__pyx_v_self->precomputed_collocations);
+ __Pyx_DECREF(__pyx_v_self->precomputed_collocations);
+ __pyx_v_self->precomputed_collocations = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":387
+ *
+ * self.precomputed_collocations = collocations.toMap(False)
+ * self.precomputed_index = frequent_patterns.toMap(True) # <<<<<<<<<<<<<<
+ *
+ * x = 0
+ */
+ __pyx_t_9 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_frequent_patterns), __pyx_n_s__toMap); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_3 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_v_self->precomputed_index);
+ __Pyx_DECREF(__pyx_v_self->precomputed_index);
+ __pyx_v_self->precomputed_index = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":389
+ * self.precomputed_index = frequent_patterns.toMap(True)
+ *
+ * x = 0 # <<<<<<<<<<<<<<
+ * for pattern1 in J_set:
+ * for pattern2 in J_set:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_x = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":390
+ *
+ * x = 0
+ * for pattern1 in J_set: # <<<<<<<<<<<<<<
+ * for pattern2 in J_set:
+ * if len(pattern1) + len(pattern2) + 1 < self.max_length:
+ */
+ __pyx_t_3 = PyObject_GetIter(((PyObject *)__pyx_v_J_set)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 390; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_1 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 390; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern1);
+ __pyx_v_pattern1 = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":391
+ * 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
+ */
+ __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_J_set)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_21 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_9 = __pyx_t_21(__pyx_t_1);
+ if (unlikely(!__pyx_t_9)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_9);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern2);
+ __pyx_v_pattern2 = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":392
+ * 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)
+ */
+ __pyx_t_2 = PyObject_Length(__pyx_v_pattern1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_15 = PyObject_Length(__pyx_v_pattern2); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = ((((__pyx_t_2 + __pyx_t_15) + 1) < __pyx_v_self->max_length) != 0);
+ if (__pyx_t_20) {
+
+ /* "/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_t_9 = PyNumber_Add(__pyx_v_pattern1, ((PyObject *)__pyx_k_tuple_81)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_v_pattern2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_XDECREF(__pyx_v_combined_pattern);
+ __pyx_v_combined_pattern = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":394
+ * if len(pattern1) + len(pattern2) + 1 < self.max_length:
+ * combined_pattern = pattern1 + (-1,) + pattern2
+ * J2_set.add(combined_pattern) # <<<<<<<<<<<<<<
+ *
+ * for pattern1 in I_set:
+ */
+ __pyx_t_16 = PySet_Add(__pyx_v_J2_set, __pyx_v_combined_pattern); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L40;
+ }
+ __pyx_L40:;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":396
+ * J2_set.add(combined_pattern)
+ *
+ * for pattern1 in I_set: # <<<<<<<<<<<<<<
+ * for pattern2 in I_set:
+ * x = x+1
+ */
+ __pyx_t_3 = PyObject_GetIter(((PyObject *)__pyx_v_I_set)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_1 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern1);
+ __pyx_v_pattern1 = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":397
+ *
+ * for pattern1 in I_set:
+ * for pattern2 in I_set: # <<<<<<<<<<<<<<
+ * x = x+1
+ * if len(pattern1) + len(pattern2) + 1 <= self.max_length:
+ */
+ __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_I_set)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_21 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_8 = __pyx_t_21(__pyx_t_1);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern2);
+ __pyx_v_pattern2 = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":398
+ * 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
+ */
+ __pyx_t_8 = PyNumber_Add(__pyx_v_x, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_v_x);
+ __pyx_v_x = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":399
+ * 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)
+ */
+ __pyx_t_15 = PyObject_Length(__pyx_v_pattern1); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyObject_Length(__pyx_v_pattern2); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = ((((__pyx_t_15 + __pyx_t_2) + 1) <= __pyx_v_self->max_length) != 0);
+ if (__pyx_t_20) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":400
+ * x = x+1
+ * if len(pattern1) + len(pattern2) + 1 <= self.max_length:
+ * combined_pattern = pattern1 + (-1,) + pattern2 # <<<<<<<<<<<<<<
+ * IJ_set.add(combined_pattern)
+ *
+ */
+ __pyx_t_8 = PyNumber_Add(__pyx_v_pattern1, ((PyObject *)__pyx_k_tuple_82)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 400; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_v_pattern2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 400; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_XDECREF(__pyx_v_combined_pattern);
+ __pyx_v_combined_pattern = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":401
+ * if len(pattern1) + len(pattern2) + 1 <= self.max_length:
+ * combined_pattern = pattern1 + (-1,) + pattern2
+ * IJ_set.add(combined_pattern) # <<<<<<<<<<<<<<
+ *
+ * for pattern1 in I_set:
+ */
+ __pyx_t_16 = PySet_Add(__pyx_v_IJ_set, __pyx_v_combined_pattern); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L45;
+ }
+ __pyx_L45:;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":403
+ * IJ_set.add(combined_pattern)
+ *
+ * for pattern1 in I_set: # <<<<<<<<<<<<<<
+ * for pattern2 in J2_set:
+ * x = x+2
+ */
+ __pyx_t_3 = PyObject_GetIter(((PyObject *)__pyx_v_I_set)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_1 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern1);
+ __pyx_v_pattern1 = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":404
+ *
+ * for pattern1 in I_set:
+ * for pattern2 in J2_set: # <<<<<<<<<<<<<<
+ * x = x+2
+ * if len(pattern1) + len(pattern2) + 1<= self.max_length:
+ */
+ __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_J2_set)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_21 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_9 = __pyx_t_21(__pyx_t_1);
+ if (unlikely(!__pyx_t_9)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_9);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern2);
+ __pyx_v_pattern2 = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":405
+ * 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
+ */
+ __pyx_t_9 = PyNumber_Add(__pyx_v_x, __pyx_int_2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_v_x);
+ __pyx_v_x = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":406
+ * 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)
+ */
+ __pyx_t_2 = PyObject_Length(__pyx_v_pattern1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_15 = PyObject_Length(__pyx_v_pattern2); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = ((((__pyx_t_2 + __pyx_t_15) + 1) <= __pyx_v_self->max_length) != 0);
+ if (__pyx_t_20) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":407
+ * 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
+ */
+ __pyx_t_9 = PyNumber_Add(__pyx_v_pattern1, ((PyObject *)__pyx_k_tuple_83)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_v_pattern2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_XDECREF(__pyx_v_combined_pattern);
+ __pyx_v_combined_pattern = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":408
+ * 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)
+ */
+ __pyx_t_16 = PySet_Add(__pyx_v_IJ_set, __pyx_v_combined_pattern); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":409
+ * combined_pattern = pattern1 + (-1,) + pattern2
+ * IJ_set.add(combined_pattern)
+ * combined_pattern = pattern2 + (-1,) + pattern1 # <<<<<<<<<<<<<<
+ * IJ_set.add(combined_pattern)
+ *
+ */
+ __pyx_t_8 = PyNumber_Add(__pyx_v_pattern2, ((PyObject *)__pyx_k_tuple_84)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_v_pattern1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_v_combined_pattern);
+ __pyx_v_combined_pattern = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":410
+ * IJ_set.add(combined_pattern)
+ * combined_pattern = pattern2 + (-1,) + pattern1
+ * IJ_set.add(combined_pattern) # <<<<<<<<<<<<<<
+ *
+ * N = len(pattern_rank)
+ */
+ __pyx_t_16 = PySet_Add(__pyx_v_IJ_set, __pyx_v_combined_pattern); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L50;
+ }
+ __pyx_L50:;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":412
+ * IJ_set.add(combined_pattern)
+ *
+ * N = len(pattern_rank) # <<<<<<<<<<<<<<
+ * cost_by_rank = IntList(initial_len=N)
+ * count_by_rank = IntList(initial_len=N)
+ */
+ __pyx_t_15 = PyDict_Size(((PyObject *)__pyx_v_pattern_rank)); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_N = __pyx_t_15;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":413
+ *
+ * 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():
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_N); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_1) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_cost_by_rank = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":414
+ * 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:
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_N); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_v_count_by_rank = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":415
+ * 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 = ""
+ */
+ __pyx_t_15 = 0;
+ if (unlikely(__pyx_v_self->precomputed_collocations == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "iteritems");
+ {__pyx_filename = __pyx_f[11]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_1 = __Pyx_dict_iterator(__pyx_v_self->precomputed_collocations, 0, ((PyObject *)__pyx_n_s__iteritems), (&__pyx_t_2), (&__pyx_t_14)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __pyx_t_3 = __pyx_t_1;
+ __pyx_t_1 = 0;
+ while (1) {
+ __pyx_t_17 = __Pyx_dict_iter_next(__pyx_t_3, __pyx_t_2, &__pyx_t_15, &__pyx_t_1, &__pyx_t_9, NULL, __pyx_t_14);
+ if (unlikely(__pyx_t_17 == 0)) break;
+ if (unlikely(__pyx_t_17 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __pyx_v_pattern = __pyx_t_1;
+ __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_v_arr);
+ __pyx_v_arr = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":416
+ * 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:
+ */
+ __pyx_t_20 = (__Pyx_PySequence_Contains(__pyx_v_pattern, ((PyObject *)__pyx_v_IJ_set), Py_NE)); if (unlikely(__pyx_t_20 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 416; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = (__pyx_t_20 != 0);
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":417
+ * for pattern, arr in self.precomputed_collocations.iteritems():
+ * if pattern not in IJ_set:
+ * s = "" # <<<<<<<<<<<<<<
+ * for word_id in pattern:
+ * if word_id == -1:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_47));
+ __Pyx_XDECREF(__pyx_v_s);
+ __pyx_v_s = ((PyObject *)__pyx_kp_s_47);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":418
+ * if pattern not in IJ_set:
+ * s = ""
+ * for word_id in pattern: # <<<<<<<<<<<<<<
+ * if word_id == -1:
+ * s = s + "X "
+ */
+ if (PyList_CheckExact(__pyx_v_pattern) || PyTuple_CheckExact(__pyx_v_pattern)) {
+ __pyx_t_9 = __pyx_v_pattern; __Pyx_INCREF(__pyx_t_9); __pyx_t_13 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_13 = -1; __pyx_t_9 = PyObject_GetIter(__pyx_v_pattern); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_5 = Py_TYPE(__pyx_t_9)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_9)) {
+ if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_9)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_9, __pyx_t_13); __Pyx_INCREF(__pyx_t_1); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_9, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_9)) {
+ if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_9)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_9, __pyx_t_13); __Pyx_INCREF(__pyx_t_1); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_9, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_5(__pyx_t_9);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __pyx_v_word_id = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":419
+ * s = ""
+ * for word_id in pattern:
+ * if word_id == -1: # <<<<<<<<<<<<<<
+ * s = s + "X "
+ * else:
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_word_id, __pyx_int_neg_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":420
+ * for word_id in pattern:
+ * if word_id == -1:
+ * s = s + "X " # <<<<<<<<<<<<<<
+ * else:
+ * s = s + darray.id2word[word_id] + " "
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_s, ((PyObject *)__pyx_kp_s_85)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_s);
+ __pyx_v_s = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L56;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":422
+ * s = s + "X "
+ * else:
+ * s = s + darray.id2word[word_id] + " " # <<<<<<<<<<<<<<
+ * logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s)
+ * else:
+ */
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_darray->id2word, __pyx_v_word_id); if (!__pyx_t_1) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyNumber_Add(__pyx_v_s, __pyx_t_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Add(__pyx_t_8, ((PyObject *)__pyx_kp_s_69)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_v_s);
+ __pyx_v_s = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+ __pyx_L56:;
+ }
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":423
+ * else:
+ * s = s + darray.id2word[word_id] + " "
+ * logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s) # <<<<<<<<<<<<<<
+ * else:
+ * chunk = ()
+ */
+ __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s__warn); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_86));
+ PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_kp_s_86));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_86));
+ __Pyx_INCREF(__pyx_v_s);
+ PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_v_s);
+ __Pyx_GIVEREF(__pyx_v_s);
+ __pyx_t_8 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L53;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":425
+ * logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s)
+ * else:
+ * chunk = () # <<<<<<<<<<<<<<
+ * max_rank = 0
+ * arity = 0
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __Pyx_XDECREF(((PyObject *)__pyx_v_chunk));
+ __pyx_v_chunk = __pyx_empty_tuple;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":426
+ * else:
+ * chunk = ()
+ * max_rank = 0 # <<<<<<<<<<<<<<
+ * arity = 0
+ * for word_id in pattern:
+ */
+ __pyx_v_max_rank = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":427
+ * chunk = ()
+ * max_rank = 0
+ * arity = 0 # <<<<<<<<<<<<<<
+ * for word_id in pattern:
+ * if word_id == -1:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_XDECREF(__pyx_v_arity);
+ __pyx_v_arity = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":428
+ * max_rank = 0
+ * arity = 0
+ * for word_id in pattern: # <<<<<<<<<<<<<<
+ * if word_id == -1:
+ * max_rank = max(max_rank, pattern_rank[chunk])
+ */
+ if (PyList_CheckExact(__pyx_v_pattern) || PyTuple_CheckExact(__pyx_v_pattern)) {
+ __pyx_t_8 = __pyx_v_pattern; __Pyx_INCREF(__pyx_t_8); __pyx_t_13 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_13 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_v_pattern); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_5 = Py_TYPE(__pyx_t_8)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_8)) {
+ if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_8)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_13); __Pyx_INCREF(__pyx_t_9); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_8)) {
+ if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_13); __Pyx_INCREF(__pyx_t_9); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_9 = __pyx_t_5(__pyx_t_8);
+ if (unlikely(!__pyx_t_9)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_9);
+ }
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __pyx_v_word_id = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":429
+ * arity = 0
+ * for word_id in pattern:
+ * if word_id == -1: # <<<<<<<<<<<<<<
+ * max_rank = max(max_rank, pattern_rank[chunk])
+ * arity = arity + 1
+ */
+ __pyx_t_9 = PyObject_RichCompare(__pyx_v_word_id, __pyx_int_neg_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_9); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 429; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 429; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":430
+ * for word_id in pattern:
+ * if word_id == -1:
+ * max_rank = max(max_rank, pattern_rank[chunk]) # <<<<<<<<<<<<<<
+ * arity = arity + 1
+ * chunk = ()
+ */
+ __pyx_t_9 = __Pyx_PyDict_GetItem(((PyObject *)__pyx_v_pattern_rank), ((PyObject *)__pyx_v_chunk)); if (!__pyx_t_9) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_17 = __pyx_v_max_rank;
+ __pyx_t_6 = PyInt_FromLong(__pyx_t_17); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_9, __pyx_t_6, Py_GT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_12) {
+ __Pyx_INCREF(__pyx_t_9);
+ __pyx_t_1 = __pyx_t_9;
+ } else {
+ __pyx_t_7 = PyInt_FromLong(__pyx_t_17); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_1 = __pyx_t_7;
+ __pyx_t_7 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __pyx_t_17 = __Pyx_PyInt_AsInt(__pyx_t_1); if (unlikely((__pyx_t_17 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_max_rank = __pyx_t_17;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":431
+ * if word_id == -1:
+ * max_rank = max(max_rank, pattern_rank[chunk])
+ * arity = arity + 1 # <<<<<<<<<<<<<<
+ * chunk = ()
+ * else:
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_arity, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_arity);
+ __pyx_v_arity = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":432
+ * max_rank = max(max_rank, pattern_rank[chunk])
+ * arity = arity + 1
+ * chunk = () # <<<<<<<<<<<<<<
+ * else:
+ * chunk = chunk + (word_id,)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __Pyx_DECREF(((PyObject *)__pyx_v_chunk));
+ __pyx_v_chunk = __pyx_empty_tuple;
+ goto __pyx_L59;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":434
+ * 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))
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_word_id);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_word_id);
+ __Pyx_GIVEREF(__pyx_v_word_id);
+ __pyx_t_9 = PyNumber_Add(((PyObject *)__pyx_v_chunk), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_9));
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_chunk));
+ __pyx_v_chunk = ((PyObject*)__pyx_t_9);
+ __pyx_t_9 = 0;
+ }
+ __pyx_L59:;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":435
+ * 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))
+ */
+ __pyx_t_8 = __Pyx_PyDict_GetItem(((PyObject *)__pyx_v_pattern_rank), ((PyObject *)__pyx_v_chunk)); if (!__pyx_t_8) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_17 = __pyx_v_max_rank;
+ __pyx_t_1 = PyInt_FromLong(__pyx_t_17); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_8, __pyx_t_1, Py_GT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_12) {
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_7 = PyInt_FromLong(__pyx_t_17); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_9 = __pyx_t_7;
+ __pyx_t_7 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_17 = __Pyx_PyInt_AsInt(__pyx_t_9); if (unlikely((__pyx_t_17 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __pyx_v_max_rank = __pyx_t_17;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":436
+ * 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))
+ *
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_arr); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ (__pyx_v_cost_by_rank->arr[__pyx_v_max_rank]) = ((__pyx_v_cost_by_rank->arr[__pyx_v_max_rank]) + (4 * __pyx_t_13));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":437
+ * 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
+ */
+ __pyx_t_9 = PyInt_FromLong((__pyx_v_count_by_rank->arr[__pyx_v_max_rank])); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_13 = PyObject_Length(__pyx_v_arr); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = PyInt_FromSsize_t(__pyx_t_13); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_7 = PyNumber_Add(__pyx_v_arity, __pyx_int_1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_1 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_7); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = PyNumber_Add(__pyx_t_9, __pyx_t_1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_17 = __Pyx_PyInt_AsInt(__pyx_t_7); if (unlikely((__pyx_t_17 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ (__pyx_v_count_by_rank->arr[__pyx_v_max_rank]) = __pyx_t_17;
+ }
+ __pyx_L53:;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":439
+ * 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:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_cumul_cost = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":440
+ *
+ * cumul_cost = 0
+ * cumul_count = 0 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < N:
+ * cumul_cost = cumul_cost + cost_by_rank.arr[i]
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_cumul_count = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":441
+ * 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]
+ */
+ __pyx_t_14 = __pyx_v_N;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_14; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":442
+ * 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)
+ */
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_cost_by_rank->arr[__pyx_v_i])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 442; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_7 = PyNumber_Add(__pyx_v_cumul_cost, __pyx_t_3); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 442; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_v_cumul_cost);
+ __pyx_v_cumul_cost = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":443
+ * 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)
+ *
+ */
+ __pyx_t_7 = PyInt_FromLong((__pyx_v_count_by_rank->arr[__pyx_v_i])); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_3 = PyNumber_Add(__pyx_v_cumul_count, __pyx_t_7); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_v_cumul_count);
+ __pyx_v_cumul_count = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":444
+ * 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)
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s__debug); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_count_by_rank->arr[__pyx_v_i])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = PyInt_FromLong((__pyx_v_cost_by_rank->arr[__pyx_v_i])); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_8 = PyTuple_New(6); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_87));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_kp_s_87));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_87));
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_8, 3, __pyx_t_9);
+ __Pyx_GIVEREF(__pyx_t_9);
+ __Pyx_INCREF(__pyx_v_cumul_count);
+ PyTuple_SET_ITEM(__pyx_t_8, 4, __pyx_v_cumul_count);
+ __Pyx_GIVEREF(__pyx_v_cumul_count);
+ __Pyx_INCREF(__pyx_v_cumul_cost);
+ PyTuple_SET_ITEM(__pyx_t_8, 5, __pyx_v_cumul_cost);
+ __Pyx_GIVEREF(__pyx_v_cumul_cost);
+ __pyx_t_3 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_9 = 0;
+ __pyx_t_9 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":446
+ * 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:
+ */
+ __pyx_t_9 = __pyx_v_self->precomputed_collocations;
+ __Pyx_INCREF(__pyx_t_9);
+ __pyx_t_2 = PyObject_Length(__pyx_t_9); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __pyx_t_9 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_v_num_found_patterns = __pyx_t_9;
+ __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":447
+ *
+ * num_found_patterns = len(self.precomputed_collocations)
+ * for pattern in IJ_set: # <<<<<<<<<<<<<<
+ * if pattern not in self.precomputed_collocations:
+ * self.precomputed_collocations[pattern] = IntList()
+ */
+ __pyx_t_9 = PyObject_GetIter(((PyObject *)__pyx_v_IJ_set)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_5 = Py_TYPE(__pyx_t_9)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_8 = __pyx_t_5(__pyx_t_9);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[11]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __pyx_v_pattern = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":448
+ * num_found_patterns = len(self.precomputed_collocations)
+ * for pattern in IJ_set:
+ * if pattern not in self.precomputed_collocations: # <<<<<<<<<<<<<<
+ * self.precomputed_collocations[pattern] = IntList()
+ *
+ */
+ __pyx_t_12 = (__Pyx_PySequence_Contains(__pyx_v_pattern, __pyx_v_self->precomputed_collocations, Py_NE)); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = (__pyx_t_12 != 0);
+ if (__pyx_t_20) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":449
+ * for pattern in IJ_set:
+ * if pattern not in self.precomputed_collocations:
+ * self.precomputed_collocations[pattern] = IntList() # <<<<<<<<<<<<<<
+ *
+ * cdef float stop_time = monitor_cpu()
+ */
+ __pyx_t_8 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ if (PyObject_SetItem(__pyx_v_self->precomputed_collocations, __pyx_v_pattern, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L64;
+ }
+ __pyx_L64:;
+ }
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":451
+ * 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))
+ */
+ __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_8 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_8); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_v_stop_time = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":452
+ *
+ * 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))
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__info); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = __pyx_v_self->precomputed_collocations;
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_2 = PyObject_Length(__pyx_t_8); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_7 = PyTuple_New(4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_88));
+ PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_kp_s_88));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_88));
+ __Pyx_INCREF(__pyx_v_num_found_patterns);
+ PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_v_num_found_patterns);
+ __Pyx_GIVEREF(__pyx_v_num_found_patterns);
+ PyTuple_SET_ITEM(__pyx_t_7, 2, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_x);
+ PyTuple_SET_ITEM(__pyx_t_7, 3, __pyx_v_x);
+ __Pyx_GIVEREF(__pyx_v_x);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":453
+ * 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))
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__info); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = __pyx_v_self->precomputed_index;
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_2 = PyObject_Length(__pyx_t_8); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_89));
+ PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_kp_s_89));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_89));
+ PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":454
+ * 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)) # <<<<<<<<<<<<<<
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__info); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyFloat_FromDouble((__pyx_v_stop_time - __pyx_v_start_time)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_90));
+ PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_kp_s_90));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_90));
+ PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_9, ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.Precomputation.precompute", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_darray);
+ __Pyx_XDECREF((PyObject *)__pyx_v_data);
+ __Pyx_XDECREF((PyObject *)__pyx_v_queue);
+ __Pyx_XDECREF((PyObject *)__pyx_v_cost_by_rank);
+ __Pyx_XDECREF((PyObject *)__pyx_v_count_by_rank);
+ __Pyx_XDECREF((PyObject *)__pyx_v_frequent_patterns);
+ __Pyx_XDECREF((PyObject *)__pyx_v_super_frequent_patterns);
+ __Pyx_XDECREF((PyObject *)__pyx_v_collocations);
+ __Pyx_XDECREF(__pyx_v_I_set);
+ __Pyx_XDECREF(__pyx_v_J_set);
+ __Pyx_XDECREF(__pyx_v_J2_set);
+ __Pyx_XDECREF(__pyx_v_IJ_set);
+ __Pyx_XDECREF(__pyx_v_pattern_rank);
+ __Pyx_XDECREF(__pyx_v_rank);
+ __Pyx_XDECREF(__pyx_v__);
+ __Pyx_XDECREF(__pyx_v_phrase);
+ __Pyx_XDECREF(__pyx_v_x);
+ __Pyx_XDECREF(__pyx_v_pattern1);
+ __Pyx_XDECREF(__pyx_v_pattern2);
+ __Pyx_XDECREF(__pyx_v_combined_pattern);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __Pyx_XDECREF(__pyx_v_arr);
+ __Pyx_XDECREF(__pyx_v_s);
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __Pyx_XDECREF(__pyx_v_chunk);
+ __Pyx_XDECREF(__pyx_v_arity);
+ __Pyx_XDECREF(__pyx_v_cumul_cost);
+ __Pyx_XDECREF(__pyx_v_cumul_count);
+ __Pyx_XDECREF(__pyx_v_num_found_patterns);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_11SuffixArray_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_11SuffixArray_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_from_binary = 0;
+ PyObject *__pyx_v_from_text = 0;
+ PyObject *__pyx_v_side = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__from_binary,&__pyx_n_s__from_text,&__pyx_n_s__side,0};
+ PyObject* values[3] = {0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":11
+ * cdef IntList ha
+ *
+ * def __cinit__(self, from_binary=None, from_text=None, side=None): # <<<<<<<<<<<<<<
+ * self.darray = DataArray()
+ * self.sa = IntList()
+ */
+ values[0] = ((PyObject *)Py_None);
+ values[1] = ((PyObject *)Py_None);
+ values[2] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_binary);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__from_text);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__side);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_from_binary = values[0];
+ __pyx_v_from_text = values[1];
+ __pyx_v_side = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray___cinit__(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), __pyx_v_from_binary, __pyx_v_from_text, __pyx_v_side);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":12
+ *
+ * def __cinit__(self, from_binary=None, from_text=None, side=None):
+ * self.darray = DataArray() # <<<<<<<<<<<<<<
+ * self.sa = IntList()
+ * self.ha = IntList()
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_DataArray)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->darray);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->darray));
+ __pyx_v_self->darray = ((struct __pyx_obj_3_sa_DataArray *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":13
+ * def __cinit__(self, from_binary=None, from_text=None, side=None):
+ * self.darray = DataArray()
+ * self.sa = IntList() # <<<<<<<<<<<<<<
+ * self.ha = IntList()
+ * if from_binary:
+ */
+ __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[12]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->sa);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sa));
+ __pyx_v_self->sa = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":14
+ * self.darray = DataArray()
+ * self.sa = IntList()
+ * self.ha = IntList() # <<<<<<<<<<<<<<
+ * if from_binary:
+ * self.read_binary(from_binary)
+ */
+ __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[12]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->ha);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->ha));
+ __pyx_v_self->ha = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":15
+ * self.sa = IntList()
+ * self.ha = IntList()
+ * if from_binary: # <<<<<<<<<<<<<<
+ * self.read_binary(from_binary)
+ * elif from_text:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_binary); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":16
+ * self.ha = IntList()
+ * if from_binary:
+ * self.read_binary(from_binary) # <<<<<<<<<<<<<<
+ * elif from_text:
+ * self.read_text(from_text, side)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_binary); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_binary);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_binary);
+ __Pyx_GIVEREF(__pyx_v_from_binary);
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":17
+ * if from_binary:
+ * self.read_binary(from_binary)
+ * elif from_text: # <<<<<<<<<<<<<<
+ * self.read_text(from_text, side)
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_from_text); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":18
+ * self.read_binary(from_binary)
+ * elif from_text:
+ * self.read_text(from_text, side) # <<<<<<<<<<<<<<
+ *
+ * def __getitem__(self, i):
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__read_text); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_from_text);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_from_text);
+ __Pyx_GIVEREF(__pyx_v_from_text);
+ __Pyx_INCREF(__pyx_v_side);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_side);
+ __Pyx_GIVEREF(__pyx_v_side);
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.SuffixArray.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_3__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i); /*proto*/
+static PyObject *__pyx_pw_3_sa_11SuffixArray_3__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_2__getitem__(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), ((PyObject *)__pyx_v_i));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":20
+ * self.read_text(from_text, side)
+ *
+ * def __getitem__(self, i): # <<<<<<<<<<<<<<
+ * return self.sa.arr[i]
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__getitem__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":21
+ *
+ * def __getitem__(self, i):
+ * return self.sa.arr[i] # <<<<<<<<<<<<<<
+ *
+ * def read_text(self, filename, side):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->sa->arr[__pyx_t_1])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.SuffixArray.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_5read_text(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static char __pyx_doc_3_sa_11SuffixArray_4read_text[] = "Constructs suffix array using the algorithm\n of Larsson & Sadahkane (1999)";
+static PyObject *__pyx_pw_3_sa_11SuffixArray_5read_text(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_filename = 0;
+ PyObject *__pyx_v_side = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_text (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__filename,&__pyx_n_s__side,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__filename)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__side)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("read_text", 1, 2, 2, 1); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "read_text") < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_filename = values[0];
+ __pyx_v_side = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("read_text", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_4read_text(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), __pyx_v_filename, __pyx_v_side);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":23
+ * return self.sa.arr[i]
+ *
+ * def read_text(self, filename, side): # <<<<<<<<<<<<<<
+ * '''Constructs suffix array using the algorithm
+ * of Larsson & Sadahkane (1999)'''
+ */
+
+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) {
+ int __pyx_v_V;
+ int __pyx_v_N;
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_h;
+ int __pyx_v_a_i;
+ int __pyx_v_n;
+ int __pyx_v_current_run;
+ int __pyx_v_skip;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_isa = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_word_count = 0;
+ float __pyx_v_sort_start_time;
+ float __pyx_v_start_time;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ float __pyx_t_4;
+ int __pyx_t_5;
+ long __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_t_8;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("read_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":29
+ * 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)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__from_text), __pyx_v_filename) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__side), __pyx_v_side) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__use_sent_id), __pyx_t_2) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_DataArray)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->darray);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->darray));
+ __pyx_v_self->darray = ((struct __pyx_obj_3_sa_DataArray *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":30
+ *
+ * self.darray = DataArray(from_text=filename, side=side, use_sent_id=True)
+ * N = len(self.darray) # <<<<<<<<<<<<<<
+ * V = len(self.darray.id2word)
+ *
+ */
+ __pyx_t_2 = ((PyObject *)__pyx_v_self->darray);
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_3 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_N = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":31
+ * 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)
+ */
+ __pyx_t_2 = __pyx_v_self->darray->id2word;
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_3 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_V = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":33
+ * V = len(self.darray.id2word)
+ *
+ * self.sa = IntList(initial_len=N) # <<<<<<<<<<<<<<
+ * self.ha = IntList(initial_len=V+1)
+ *
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_N); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_1) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->sa);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sa));
+ __pyx_v_self->sa = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":34
+ *
+ * self.sa = IntList(initial_len=N)
+ * self.ha = IntList(initial_len=V+1) # <<<<<<<<<<<<<<
+ *
+ * isa = IntList(initial_len=N)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_V + 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_2) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->ha);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->ha));
+ __pyx_v_self->ha = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":36
+ * self.ha = IntList(initial_len=V+1)
+ *
+ * isa = IntList(initial_len=N) # <<<<<<<<<<<<<<
+ * word_count = IntList(initial_len=V+1)
+ *
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_N); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_1) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_isa = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":37
+ *
+ * isa = IntList(initial_len=N)
+ * word_count = IntList(initial_len=V+1) # <<<<<<<<<<<<<<
+ *
+ * '''Step 1: bucket sort data'''
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_V + 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_2) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 37; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_v_word_count = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":40
+ *
+ * '''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:
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_1); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_sort_start_time = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":41
+ * '''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]
+ */
+ __pyx_v_start_time = __pyx_v_sort_start_time;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":42
+ * 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
+ */
+ __pyx_t_5 = __pyx_v_N;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_5; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":43
+ * 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
+ *
+ */
+ __pyx_v_a_i = (__pyx_v_self->darray->data->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":44
+ * 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
+ */
+ (__pyx_v_word_count->arr[__pyx_v_a_i]) = ((__pyx_v_word_count->arr[__pyx_v_a_i]) + 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":46
+ * 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
+ */
+ __pyx_v_n = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":47
+ *
+ * n = 0
+ * for i from 0 <= i < V+1: # <<<<<<<<<<<<<<
+ * self.ha.arr[i] = n
+ * n = n + word_count.arr[i]
+ */
+ __pyx_t_6 = (__pyx_v_V + 1);
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_6; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":48
+ * 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
+ */
+ (__pyx_v_self->ha->arr[__pyx_v_i]) = __pyx_v_n;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":49
+ * for i from 0 <= i < V+1:
+ * self.ha.arr[i] = n
+ * n = n + word_count.arr[i] # <<<<<<<<<<<<<<
+ * word_count.arr[i] = 0
+ *
+ */
+ __pyx_v_n = (__pyx_v_n + (__pyx_v_word_count->arr[__pyx_v_i]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":50
+ * self.ha.arr[i] = n
+ * n = n + word_count.arr[i]
+ * word_count.arr[i] = 0 # <<<<<<<<<<<<<<
+ *
+ * for i from 0 <= i < N:
+ */
+ (__pyx_v_word_count->arr[__pyx_v_i]) = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":52
+ * 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
+ */
+ __pyx_t_5 = __pyx_v_N;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_5; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":53
+ *
+ * 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
+ */
+ __pyx_v_a_i = (__pyx_v_self->darray->data->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":54
+ * 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
+ */
+ (__pyx_v_self->sa->arr[((__pyx_v_self->ha->arr[__pyx_v_a_i]) + (__pyx_v_word_count->arr[__pyx_v_a_i]))]) = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":55
+ * 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
+ *
+ */
+ (__pyx_v_isa->arr[__pyx_v_i]) = ((__pyx_v_self->ha->arr[(__pyx_v_a_i + 1)]) - 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":56
+ * 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'''
+ */
+ (__pyx_v_word_count->arr[__pyx_v_a_i]) = ((__pyx_v_word_count->arr[__pyx_v_a_i]) + 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":59
+ *
+ * '''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:
+ */
+ __pyx_v_current_run = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":60
+ * '''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
+ */
+ __pyx_t_6 = (__pyx_v_V + 1);
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_6; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":61
+ * 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:
+ */
+ __pyx_t_7 = ((__pyx_v_i < __pyx_v_V) != 0);
+ if (__pyx_t_7) {
+ __pyx_t_8 = ((((__pyx_v_self->ha->arr[(__pyx_v_i + 1)]) - (__pyx_v_self->ha->arr[__pyx_v_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/suffix_array.pxi":62
+ * 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:
+ */
+ __pyx_v_current_run = (__pyx_v_current_run + 1);
+ goto __pyx_L11;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":64
+ * current_run = current_run + 1
+ * else:
+ * if current_run > 0: # <<<<<<<<<<<<<<
+ * self.sa.arr[self.ha.arr[i] - current_run] = -current_run
+ * current_run = 0
+ */
+ __pyx_t_9 = ((__pyx_v_current_run > 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":65
+ * else:
+ * if current_run > 0:
+ * self.sa.arr[self.ha.arr[i] - current_run] = -current_run # <<<<<<<<<<<<<<
+ * current_run = 0
+ *
+ */
+ (__pyx_v_self->sa->arr[((__pyx_v_self->ha->arr[__pyx_v_i]) - __pyx_v_current_run)]) = (-__pyx_v_current_run);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":66
+ * 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))
+ */
+ __pyx_v_current_run = 0;
+ goto __pyx_L12;
+ }
+ __pyx_L12:;
+ }
+ __pyx_L11:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":68
+ * current_run = 0
+ *
+ * logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time)) # <<<<<<<<<<<<<<
+ *
+ * '''Step 2: prefix-doubling sort'''
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_10 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyFloat_FromDouble(__pyx_v_sort_start_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_11 = PyNumber_Subtract(__pyx_t_10, __pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_91));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_kp_s_91));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_91));
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":71
+ *
+ * '''Step 2: prefix-doubling sort'''
+ * h = 1 # <<<<<<<<<<<<<<
+ * while self.sa.arr[0] != -N:
+ * sort_start_time = monitor_cpu()
+ */
+ __pyx_v_h = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":72
+ * '''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)
+ */
+ while (1) {
+ __pyx_t_9 = (((__pyx_v_self->sa->arr[0]) != (-__pyx_v_N)) != 0);
+ if (!__pyx_t_9) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":73
+ * h = 1
+ * while self.sa.arr[0] != -N:
+ * sort_start_time = monitor_cpu() # <<<<<<<<<<<<<<
+ * logger.debug(" Refining, sort depth = %d", h)
+ * i = 0
+ */
+ __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_1 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_1); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_sort_start_time = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":74
+ * while self.sa.arr[0] != -N:
+ * sort_start_time = monitor_cpu()
+ * logger.debug(" Refining, sort depth = %d", h) # <<<<<<<<<<<<<<
+ * i = 0
+ * skip = 0
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__debug); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_h); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_92));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_kp_s_92));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_92));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":75
+ * sort_start_time = monitor_cpu()
+ * logger.debug(" Refining, sort depth = %d", h)
+ * i = 0 # <<<<<<<<<<<<<<
+ * skip = 0
+ * while i < N:
+ */
+ __pyx_v_i = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":76
+ * logger.debug(" Refining, sort depth = %d", h)
+ * i = 0
+ * skip = 0 # <<<<<<<<<<<<<<
+ * while i < N:
+ * if self.sa.arr[i] < 0:
+ */
+ __pyx_v_skip = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":77
+ * i = 0
+ * skip = 0
+ * while i < N: # <<<<<<<<<<<<<<
+ * if self.sa.arr[i] < 0:
+ * skip = skip + self.sa.arr[i]
+ */
+ while (1) {
+ __pyx_t_9 = ((__pyx_v_i < __pyx_v_N) != 0);
+ if (!__pyx_t_9) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":78
+ * skip = 0
+ * while i < N:
+ * if self.sa.arr[i] < 0: # <<<<<<<<<<<<<<
+ * skip = skip + self.sa.arr[i]
+ * i = i - self.sa.arr[i]
+ */
+ __pyx_t_9 = (((__pyx_v_self->sa->arr[__pyx_v_i]) < 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":79
+ * while i < N:
+ * if self.sa.arr[i] < 0:
+ * skip = skip + self.sa.arr[i] # <<<<<<<<<<<<<<
+ * i = i - self.sa.arr[i]
+ * else:
+ */
+ __pyx_v_skip = (__pyx_v_skip + (__pyx_v_self->sa->arr[__pyx_v_i]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":80
+ * if self.sa.arr[i] < 0:
+ * skip = skip + self.sa.arr[i]
+ * i = i - self.sa.arr[i] # <<<<<<<<<<<<<<
+ * else:
+ * if skip < 0:
+ */
+ __pyx_v_i = (__pyx_v_i - (__pyx_v_self->sa->arr[__pyx_v_i]));
+ goto __pyx_L17;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":82
+ * i = i - self.sa.arr[i]
+ * else:
+ * if skip < 0: # <<<<<<<<<<<<<<
+ * self.sa.arr[i+skip] = skip
+ * skip = 0
+ */
+ __pyx_t_9 = ((__pyx_v_skip < 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":83
+ * else:
+ * if skip < 0:
+ * self.sa.arr[i+skip] = skip # <<<<<<<<<<<<<<
+ * skip = 0
+ * j = isa.arr[self.sa.arr[i]]
+ */
+ (__pyx_v_self->sa->arr[(__pyx_v_i + __pyx_v_skip)]) = __pyx_v_skip;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":84
+ * if skip < 0:
+ * self.sa.arr[i+skip] = skip
+ * skip = 0 # <<<<<<<<<<<<<<
+ * j = isa.arr[self.sa.arr[i]]
+ * self.q3sort(i, j, h, isa)
+ */
+ __pyx_v_skip = 0;
+ goto __pyx_L18;
+ }
+ __pyx_L18:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":85
+ * self.sa.arr[i+skip] = skip
+ * skip = 0
+ * j = isa.arr[self.sa.arr[i]] # <<<<<<<<<<<<<<
+ * self.q3sort(i, j, h, isa)
+ * i = j+1
+ */
+ __pyx_v_j = (__pyx_v_isa->arr[(__pyx_v_self->sa->arr[__pyx_v_i])]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":86
+ * skip = 0
+ * j = isa.arr[self.sa.arr[i]]
+ * self.q3sort(i, j, h, isa) # <<<<<<<<<<<<<<
+ * i = j+1
+ * if skip < 0:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__q3sort); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_11 = PyInt_FromLong(__pyx_v_j); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_10 = PyInt_FromLong(__pyx_v_h); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = PyTuple_New(4); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_12, 1, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_12, 2, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_INCREF(((PyObject *)__pyx_v_isa));
+ PyTuple_SET_ITEM(__pyx_t_12, 3, ((PyObject *)__pyx_v_isa));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_isa));
+ __pyx_t_2 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":87
+ * 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
+ */
+ __pyx_v_i = (__pyx_v_j + 1);
+ }
+ __pyx_L17:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":88
+ * self.q3sort(i, j, h, isa)
+ * i = j+1
+ * if skip < 0: # <<<<<<<<<<<<<<
+ * self.sa.arr[i+skip] = skip
+ * h = h * 2
+ */
+ __pyx_t_9 = ((__pyx_v_skip < 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":89
+ * 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))
+ */
+ (__pyx_v_self->sa->arr[(__pyx_v_i + __pyx_v_skip)]) = __pyx_v_skip;
+ goto __pyx_L19;
+ }
+ __pyx_L19:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":90
+ * if skip < 0:
+ * self.sa.arr[i+skip] = skip
+ * h = h * 2 # <<<<<<<<<<<<<<
+ * logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time))
+ *
+ */
+ __pyx_v_h = (__pyx_v_h * 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":91
+ * 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'''
+ */
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s__debug); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_1 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyFloat_FromDouble(__pyx_v_sort_start_time); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_11 = PyNumber_Subtract(__pyx_t_1, __pyx_t_10); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_93));
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_kp_s_93));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_93));
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(__pyx_t_12, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":94
+ *
+ * '''Step 3: read off suffix array from inverse suffix array'''
+ * logger.info(" Finalizing sort...") # <<<<<<<<<<<<<<
+ * for i from 0 <= i < N:
+ * j = isa.arr[i]
+ */
+ __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s__info); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_k_tuple_95), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":95
+ * '''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
+ */
+ __pyx_t_5 = __pyx_v_N;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_5; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":96
+ * 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))
+ */
+ __pyx_v_j = (__pyx_v_isa->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":97
+ * 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))
+ *
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_j]) = __pyx_v_i;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":98
+ * 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=""):
+ */
+ __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s__info); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyFloat_FromDouble(__pyx_v_start_time); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_12, __pyx_t_11); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyTuple_New(2); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_96));
+ PyTuple_SET_ITEM(__pyx_t_11, 0, ((PyObject *)__pyx_kp_s_96));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_96));
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 98; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_AddTraceback("_sa.SuffixArray.read_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_isa);
+ __Pyx_XDECREF((PyObject *)__pyx_v_word_count);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_7q3sort(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static char __pyx_doc_3_sa_11SuffixArray_6q3sort[] = "This is a ternary quicksort. It divides the array into\n three partitions: items less than the pivot, items equal\n to pivot, and items greater than pivot. The first and last\n of these partitions are then recursively sorted";
+static PyObject *__pyx_pw_3_sa_11SuffixArray_7q3sort(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_h;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_isa = 0;
+ PyObject *__pyx_v_pad = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("q3sort (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__i,&__pyx_n_s__j,&__pyx_n_s__h,&__pyx_n_s__isa,&__pyx_n_s__pad,0};
+ PyObject* values[5] = {0,0,0,0,0};
+ values[4] = ((PyObject *)__pyx_kp_s_47);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__i)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("q3sort", 0, 4, 5, 1); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__h)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("q3sort", 0, 4, 5, 2); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__isa)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("q3sort", 0, 4, 5, 3); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 4:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pad);
+ if (value) { values[4] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "q3sort") < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_i = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_i == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_j = __Pyx_PyInt_AsInt(values[1]); if (unlikely((__pyx_v_j == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_h = __Pyx_PyInt_AsInt(values[2]); if (unlikely((__pyx_v_h == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_isa = ((struct __pyx_obj_3_sa_IntList *)values[3]);
+ __pyx_v_pad = values[4];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("q3sort", 0, 4, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.q3sort", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_isa), __pyx_ptype_3_sa_IntList, 1, "isa", 0))) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_6q3sort(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), __pyx_v_i, __pyx_v_j, __pyx_v_h, __pyx_v_isa, __pyx_v_pad);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":100
+ * 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
+ */
+
+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) {
+ int __pyx_v_k;
+ int __pyx_v_midpoint;
+ int __pyx_v_pval;
+ int __pyx_v_phead;
+ int __pyx_v_ptail;
+ int __pyx_v_tmp;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ long __pyx_t_5;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("q3sort", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":107
+ * 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
+ */
+ __pyx_t_1 = (((__pyx_v_j - __pyx_v_i) < -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":108
+ *
+ * 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
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_j); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_2 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_97), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_Raise(__pyx_t_3, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ {__pyx_filename = __pyx_f[12]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":109
+ * 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
+ */
+ __pyx_t_1 = (((__pyx_v_j - __pyx_v_i) == -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":110
+ * 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
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":111
+ * 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
+ */
+ __pyx_t_1 = (((__pyx_v_j - __pyx_v_i) == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":112
+ * return
+ * if (j-i == 0): # recursive base case -- singleton interval
+ * isa.arr[self.sa.arr[i]] = i # <<<<<<<<<<<<<<
+ * self.sa.arr[i] = -1
+ * return
+ */
+ (__pyx_v_isa->arr[(__pyx_v_self->sa->arr[__pyx_v_i])]) = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":113
+ * if (j-i == 0): # recursive base case -- singleton interval
+ * isa.arr[self.sa.arr[i]] = i
+ * self.sa.arr[i] = -1 # <<<<<<<<<<<<<<
+ * return
+ *
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_i]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":114
+ * isa.arr[self.sa.arr[i]] = i
+ * self.sa.arr[i] = -1
+ * return # <<<<<<<<<<<<<<
+ *
+ * # NOTE: choosing the first item as a pivot value resulted in
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":123
+ * # 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:
+ */
+ __pyx_v_midpoint = __Pyx_div_long((__pyx_v_i + __pyx_v_j), 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":124
+ * # 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]
+ */
+ __pyx_v_pval = (__pyx_v_isa->arr[((__pyx_v_self->sa->arr[__pyx_v_midpoint]) + __pyx_v_h)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":125
+ * 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]
+ */
+ __pyx_t_1 = ((__pyx_v_i != __pyx_v_midpoint) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":126
+ * 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
+ */
+ __pyx_v_tmp = (__pyx_v_self->sa->arr[__pyx_v_midpoint]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":127
+ * if i != midpoint:
+ * tmp = self.sa.arr[midpoint]
+ * self.sa.arr[midpoint] = self.sa.arr[i] # <<<<<<<<<<<<<<
+ * self.sa.arr[i] = tmp
+ * phead = i
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_midpoint]) = (__pyx_v_self->sa->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":128
+ * tmp = self.sa.arr[midpoint]
+ * self.sa.arr[midpoint] = self.sa.arr[i]
+ * self.sa.arr[i] = tmp # <<<<<<<<<<<<<<
+ * phead = i
+ * ptail = i
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_i]) = __pyx_v_tmp;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":129
+ * self.sa.arr[midpoint] = self.sa.arr[i]
+ * self.sa.arr[i] = tmp
+ * phead = i # <<<<<<<<<<<<<<
+ * ptail = i
+ *
+ */
+ __pyx_v_phead = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":130
+ * self.sa.arr[i] = tmp
+ * phead = i
+ * ptail = i # <<<<<<<<<<<<<<
+ *
+ * # find the three partitions. phead marks the first element
+ */
+ __pyx_v_ptail = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":134
+ * # 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:
+ */
+ __pyx_t_5 = (__pyx_v_j + 1);
+ for (__pyx_v_k = (__pyx_v_i + 1); __pyx_v_k < __pyx_t_5; __pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":135
+ * # 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]
+ */
+ __pyx_t_1 = (((__pyx_v_isa->arr[((__pyx_v_self->sa->arr[__pyx_v_k]) + __pyx_v_h)]) < __pyx_v_pval) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":136
+ * 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]
+ */
+ __pyx_t_1 = ((__pyx_v_k > (__pyx_v_ptail + 1)) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":137
+ * 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]
+ */
+ __pyx_v_tmp = (__pyx_v_self->sa->arr[__pyx_v_phead]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":138
+ * 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
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_phead]) = (__pyx_v_self->sa->arr[__pyx_v_k]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":139
+ * 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
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_k]) = (__pyx_v_self->sa->arr[(__pyx_v_ptail + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":140
+ * 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]
+ */
+ (__pyx_v_self->sa->arr[(__pyx_v_ptail + 1)]) = __pyx_v_tmp;
+ goto __pyx_L10;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":142
+ * 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
+ */
+ __pyx_v_tmp = (__pyx_v_self->sa->arr[__pyx_v_phead]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":143
+ * 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
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_phead]) = (__pyx_v_self->sa->arr[__pyx_v_k]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":144
+ * tmp = self.sa.arr[phead]
+ * self.sa.arr[phead] = self.sa.arr[k]
+ * self.sa.arr[k] = tmp # <<<<<<<<<<<<<<
+ * phead = phead + 1
+ * ptail = ptail + 1
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_k]) = __pyx_v_tmp;
+ }
+ __pyx_L10:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":145
+ * self.sa.arr[phead] = self.sa.arr[k]
+ * self.sa.arr[k] = tmp
+ * phead = phead + 1 # <<<<<<<<<<<<<<
+ * ptail = ptail + 1
+ * else:
+ */
+ __pyx_v_phead = (__pyx_v_phead + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":146
+ * self.sa.arr[k] = tmp
+ * phead = phead + 1
+ * ptail = ptail + 1 # <<<<<<<<<<<<<<
+ * else:
+ * if isa.arr[self.sa.arr[k] + h] == pval:
+ */
+ __pyx_v_ptail = (__pyx_v_ptail + 1);
+ goto __pyx_L9;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":148
+ * ptail = ptail + 1
+ * else:
+ * if isa.arr[self.sa.arr[k] + h] == pval: # <<<<<<<<<<<<<<
+ * if k > ptail+1:
+ * tmp = self.sa.arr[ptail+1]
+ */
+ __pyx_t_1 = (((__pyx_v_isa->arr[((__pyx_v_self->sa->arr[__pyx_v_k]) + __pyx_v_h)]) == __pyx_v_pval) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":149
+ * 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]
+ */
+ __pyx_t_1 = ((__pyx_v_k > (__pyx_v_ptail + 1)) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":150
+ * 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
+ */
+ __pyx_v_tmp = (__pyx_v_self->sa->arr[(__pyx_v_ptail + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":151
+ * 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
+ */
+ (__pyx_v_self->sa->arr[(__pyx_v_ptail + 1)]) = (__pyx_v_self->sa->arr[__pyx_v_k]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":152
+ * tmp = self.sa.arr[ptail+1]
+ * self.sa.arr[ptail+1] = self.sa.arr[k]
+ * self.sa.arr[k] = tmp # <<<<<<<<<<<<<<
+ * ptail = ptail + 1
+ *
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_k]) = __pyx_v_tmp;
+ goto __pyx_L12;
+ }
+ __pyx_L12:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":153
+ * self.sa.arr[ptail+1] = self.sa.arr[k]
+ * self.sa.arr[k] = tmp
+ * ptail = ptail + 1 # <<<<<<<<<<<<<<
+ *
+ * # recursively sort smaller suffixes
+ */
+ __pyx_v_ptail = (__pyx_v_ptail + 1);
+ goto __pyx_L11;
+ }
+ __pyx_L11:;
+ }
+ __pyx_L9:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":156
+ *
+ * # recursively sort smaller suffixes
+ * self.q3sort(i, phead-1, h, isa, pad+" ") # <<<<<<<<<<<<<<
+ *
+ * # update suffixes with pivot value
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__q3sort); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_phead - 1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_h); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_50)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_8 = PyTuple_New(5); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_INCREF(((PyObject *)__pyx_v_isa));
+ PyTuple_SET_ITEM(__pyx_t_8, 3, ((PyObject *)__pyx_v_isa));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_isa));
+ PyTuple_SET_ITEM(__pyx_t_8, 4, __pyx_t_7);
+ __Pyx_GIVEREF(__pyx_t_7);
+ __pyx_t_4 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_6 = 0;
+ __pyx_t_7 = 0;
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":160
+ * # 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:
+ */
+ __pyx_t_5 = (__pyx_v_ptail + 1);
+ for (__pyx_v_k = __pyx_v_phead; __pyx_v_k < __pyx_t_5; __pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":161
+ * # 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
+ */
+ (__pyx_v_isa->arr[(__pyx_v_self->sa->arr[__pyx_v_k])]) = __pyx_v_ptail;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":162
+ * for k from phead <= k < ptail+1:
+ * isa.arr[self.sa.arr[k]] = ptail
+ * if phead == ptail: # <<<<<<<<<<<<<<
+ * self.sa.arr[phead] = -1
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_phead == __pyx_v_ptail) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":163
+ * isa.arr[self.sa.arr[k]] = ptail
+ * if phead == ptail:
+ * self.sa.arr[phead] = -1 # <<<<<<<<<<<<<<
+ *
+ * # recursively sort larger suffixes
+ */
+ (__pyx_v_self->sa->arr[__pyx_v_phead]) = -1;
+ goto __pyx_L15;
+ }
+ __pyx_L15:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":166
+ *
+ * # recursively sort larger suffixes
+ * self.q3sort(ptail+1, j, h, isa, pad+" ") # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__q3sort); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_8 = PyInt_FromLong((__pyx_v_ptail + 1)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_j); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_h); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_2 = PyNumber_Add(__pyx_v_pad, ((PyObject *)__pyx_kp_s_50)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyTuple_New(5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_INCREF(((PyObject *)__pyx_v_isa));
+ PyTuple_SET_ITEM(__pyx_t_4, 3, ((PyObject *)__pyx_v_isa));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_isa));
+ PyTuple_SET_ITEM(__pyx_t_4, 4, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_8 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_6 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.SuffixArray.q3sort", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_9write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_11SuffixArray_9write_text(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_text (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_8write_text(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":169
+ *
+ *
+ * def write_text(self, char* filename): # <<<<<<<<<<<<<<
+ * self.darray.write_text(filename)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_11SuffixArray_8write_text(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_text", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":170
+ *
+ * def write_text(self, char* filename):
+ * self.darray.write_text(filename) # <<<<<<<<<<<<<<
+ *
+ * def read_binary(self, char* filename):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->darray), __pyx_n_s__write_text); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.SuffixArray.write_text", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_11read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_11SuffixArray_11read_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.read_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_10read_binary(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":172
+ * self.darray.write_text(filename)
+ *
+ * def read_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE *f
+ * f = fopen(filename, "r")
+ */
+
+static PyObject *__pyx_pf_3_sa_11SuffixArray_10read_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("read_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":174
+ * def read_binary(self, char* filename):
+ * cdef FILE *f
+ * f = fopen(filename, "r") # <<<<<<<<<<<<<<
+ * self.darray.read_handle(f)
+ * self.sa.read_handle(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__r);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":175
+ * cdef FILE *f
+ * f = fopen(filename, "r")
+ * self.darray.read_handle(f) # <<<<<<<<<<<<<<
+ * self.sa.read_handle(f)
+ * self.ha.read_handle(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_DataArray *)__pyx_v_self->darray->__pyx_vtab)->read_handle(__pyx_v_self->darray, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":176
+ * f = fopen(filename, "r")
+ * self.darray.read_handle(f)
+ * self.sa.read_handle(f) # <<<<<<<<<<<<<<
+ * self.ha.read_handle(f)
+ * fclose(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sa->__pyx_vtab)->read_handle(__pyx_v_self->sa, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":177
+ * self.darray.read_handle(f)
+ * self.sa.read_handle(f)
+ * self.ha.read_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->ha->__pyx_vtab)->read_handle(__pyx_v_self->ha, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":178
+ * self.sa.read_handle(f)
+ * self.ha.read_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * def write_binary(self, char* filename):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_13write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_11SuffixArray_13write_binary(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.write_binary", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_12write_binary(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":180
+ * fclose(f)
+ *
+ * def write_binary(self, char* filename): # <<<<<<<<<<<<<<
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ */
+
+static PyObject *__pyx_pf_3_sa_11SuffixArray_12write_binary(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename) {
+ FILE *__pyx_v_f;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_binary", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":182
+ * def write_binary(self, char* filename):
+ * cdef FILE* f
+ * f = fopen(filename, "w") # <<<<<<<<<<<<<<
+ * self.darray.write_handle(f)
+ * self.sa.write_handle(f)
+ */
+ __pyx_v_f = fopen(__pyx_v_filename, __pyx_k__w);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":183
+ * cdef FILE* f
+ * f = fopen(filename, "w")
+ * self.darray.write_handle(f) # <<<<<<<<<<<<<<
+ * self.sa.write_handle(f)
+ * self.ha.write_handle(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_DataArray *)__pyx_v_self->darray->__pyx_vtab)->write_handle(__pyx_v_self->darray, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":184
+ * f = fopen(filename, "w")
+ * self.darray.write_handle(f)
+ * self.sa.write_handle(f) # <<<<<<<<<<<<<<
+ * self.ha.write_handle(f)
+ * fclose(f)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->sa->__pyx_vtab)->write_handle(__pyx_v_self->sa, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":185
+ * self.darray.write_handle(f)
+ * self.sa.write_handle(f)
+ * self.ha.write_handle(f) # <<<<<<<<<<<<<<
+ * fclose(f)
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_self->ha->__pyx_vtab)->write_handle(__pyx_v_self->ha, __pyx_v_f);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":186
+ * self.sa.write_handle(f)
+ * self.ha.write_handle(f)
+ * fclose(f) # <<<<<<<<<<<<<<
+ *
+ * def write_enhanced(self, char* filename):
+ */
+ fclose(__pyx_v_f);
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_15write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename); /*proto*/
+static PyObject *__pyx_pw_3_sa_11SuffixArray_15write_enhanced(PyObject *__pyx_v_self, PyObject *__pyx_arg_filename) {
+ char *__pyx_v_filename;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("write_enhanced (wrapper)", 0);
+ assert(__pyx_arg_filename); {
+ __pyx_v_filename = __Pyx_PyObject_AsString(__pyx_arg_filename); if (unlikely((!__pyx_v_filename) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_14write_enhanced(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), ((char *)__pyx_v_filename));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":188
+ * fclose(f)
+ *
+ * def write_enhanced(self, char* filename): # <<<<<<<<<<<<<<
+ * with open(filename, "w") as f:
+ * self.darray.write_enhanced_handle(f)
+ */
+
+static PyObject *__pyx_pf_3_sa_11SuffixArray_14write_enhanced(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename) {
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_a_i = NULL;
+ PyObject *__pyx_v_w_i = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ PyObject *__pyx_t_12 = NULL;
+ int __pyx_t_13;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("write_enhanced", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":189
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * self.darray.write_enhanced_handle(f)
+ * for a_i in self.sa:
+ */
+ /*with:*/ {
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_filename); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__w));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_n_s__w));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__w));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_open, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____exit__); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s____enter__); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ /*try:*/ {
+ {
+ __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
+ __Pyx_XGOTREF(__pyx_t_5);
+ __Pyx_XGOTREF(__pyx_t_6);
+ __Pyx_XGOTREF(__pyx_t_7);
+ /*try:*/ {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_v_f = __pyx_t_4;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":190
+ * 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)
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->darray), __pyx_n_s_29); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_f);
+ __Pyx_GIVEREF(__pyx_v_f);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":191
+ * 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")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->sa)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->sa))) {
+ __pyx_t_2 = ((PyObject *)__pyx_v_self->sa); __Pyx_INCREF(__pyx_t_2); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_2 = PyObject_GetIter(((PyObject *)__pyx_v_self->sa)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_9 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_8); __Pyx_INCREF(__pyx_t_1); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_9(__pyx_t_2);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[12]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_a_i);
+ __pyx_v_a_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":192
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_a_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_4));
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":193
+ * 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)
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_98), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":194
+ * f.write("%d " % a_i)
+ * f.write("\n")
+ * for w_i in self.ha: # <<<<<<<<<<<<<<
+ * f.write("%d " % w_i)
+ * f.write("\n")
+ */
+ if (PyList_CheckExact(((PyObject *)__pyx_v_self->ha)) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->ha))) {
+ __pyx_t_4 = ((PyObject *)__pyx_v_self->ha); __Pyx_INCREF(__pyx_t_4); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_4 = PyObject_GetIter(((PyObject *)__pyx_v_self->ha)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = Py_TYPE(__pyx_t_4)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_4)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_8); __Pyx_INCREF(__pyx_t_2); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_9(__pyx_t_4);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[12]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_w_i);
+ __pyx_v_w_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":195
+ * f.write("\n")
+ * for w_i in self.ha:
+ * f.write("%d " % w_i) # <<<<<<<<<<<<<<
+ * f.write("\n")
+ *
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_10 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_v_w_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_10));
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_10));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_10));
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":196
+ * 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):
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_f, __pyx_n_s__write); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_10 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_99), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L7_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L14_try_end;
+ __pyx_L7_error:;
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":189
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * self.darray.write_enhanced_handle(f)
+ * for a_i in self.sa:
+ */
+ /*except:*/ {
+ __Pyx_AddTraceback("_sa.SuffixArray.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ if (__Pyx_GetException(&__pyx_t_10, &__pyx_t_4, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_12 = PyObject_Call(__pyx_t_3, __pyx_t_2, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ if (__pyx_t_11 < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ __pyx_t_13 = ((!(__pyx_t_11 != 0)) != 0);
+ if (__pyx_t_13) {
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_ErrRestore(__pyx_t_10, __pyx_t_4, __pyx_t_1);
+ __pyx_t_10 = 0; __pyx_t_4 = 0; __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L9_except_error;}
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L8_exception_handled;
+ }
+ __pyx_L9_except_error:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ goto __pyx_L1_error;
+ __pyx_L8_exception_handled:;
+ __Pyx_XGIVEREF(__pyx_t_5);
+ __Pyx_XGIVEREF(__pyx_t_6);
+ __Pyx_XGIVEREF(__pyx_t_7);
+ __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
+ __pyx_L14_try_end:;
+ }
+ }
+ /*finally:*/ {
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Call(__pyx_t_3, __pyx_k_tuple_100, NULL);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_13 = __Pyx_PyObject_IsTrue(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_13 < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ goto __pyx_L23;
+ __pyx_L3_error:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L1_error;
+ __pyx_L23:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.SuffixArray.write_enhanced", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_a_i);
+ __Pyx_XDECREF(__pyx_v_w_i);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":198
+ * f.write("\n")
+ *
+ * cdef int __search_high(self, int word_id, int offset, int low, int high): # <<<<<<<<<<<<<<
+ * cdef int midpoint
+ *
+ */
+
+static int __pyx_f_3_sa_11SuffixArray___search_high(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_word_id, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high) {
+ int __pyx_v_midpoint;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("__search_high", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":201
+ * cdef int midpoint
+ *
+ * if low >= high: # <<<<<<<<<<<<<<
+ * return high
+ * midpoint = (high + low) / 2
+ */
+ __pyx_t_1 = ((__pyx_v_low >= __pyx_v_high) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":202
+ *
+ * if low >= high:
+ * return high # <<<<<<<<<<<<<<
+ * midpoint = (high + low) / 2
+ * if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ */
+ __pyx_r = __pyx_v_high;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":203
+ * 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)
+ */
+ __pyx_v_midpoint = __Pyx_div_long((__pyx_v_high + __pyx_v_low), 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":204
+ * 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:
+ */
+ __pyx_t_1 = (((__pyx_v_self->darray->data->arr[((__pyx_v_self->sa->arr[__pyx_v_midpoint]) + __pyx_v_offset)]) == __pyx_v_word_id) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":205
+ * 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)
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___search_high(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, (__pyx_v_midpoint + 1), __pyx_v_high);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":207
+ * 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):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___search_high(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, __pyx_v_low, __pyx_v_midpoint);
+ goto __pyx_L0;
+ }
+ __pyx_L4:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":209
+ * 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
+ *
+ */
+
+static int __pyx_f_3_sa_11SuffixArray___search_low(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_word_id, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high) {
+ int __pyx_v_midpoint;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ __Pyx_RefNannySetupContext("__search_low", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":212
+ * cdef int midpoint
+ *
+ * if low >= high: # <<<<<<<<<<<<<<
+ * return high
+ * midpoint = (high + low) / 2
+ */
+ __pyx_t_1 = ((__pyx_v_low >= __pyx_v_high) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":213
+ *
+ * if low >= high:
+ * return high # <<<<<<<<<<<<<<
+ * midpoint = (high + low) / 2
+ * if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ */
+ __pyx_r = __pyx_v_high;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":214
+ * 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)
+ */
+ __pyx_v_midpoint = __Pyx_div_long((__pyx_v_high + __pyx_v_low), 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":215
+ * 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:
+ */
+ __pyx_t_1 = (((__pyx_v_self->darray->data->arr[((__pyx_v_self->sa->arr[__pyx_v_midpoint]) + __pyx_v_offset)]) == __pyx_v_word_id) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":216
+ * 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)
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___search_low(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, __pyx_v_low, __pyx_v_midpoint);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":218
+ * 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):
+ */
+ __pyx_r = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___search_low(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, (__pyx_v_midpoint + 1), __pyx_v_high);
+ goto __pyx_L0;
+ }
+ __pyx_L4:;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":220
+ * 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))
+ */
+
+static PyObject *__pyx_f_3_sa_11SuffixArray___get_range(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_word_id, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high, int __pyx_v_midpoint) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__get_range", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":221
+ *
+ * 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))
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___search_low(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, __pyx_v_low, __pyx_v_midpoint)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":222
+ * 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):
+ */
+ __pyx_t_2 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___search_high(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, __pyx_v_midpoint, __pyx_v_high)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_1 = 0;
+ __pyx_t_2 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_3);
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.SuffixArray.__get_range", __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/suffix_array.pxi":224
+ * self.__search_high(word_id, offset, midpoint, high))
+ *
+ * cdef __lookup_helper(self, int word_id, int offset, int low, int high): # <<<<<<<<<<<<<<
+ * cdef int midpoint
+ *
+ */
+
+static PyObject *__pyx_f_3_sa_11SuffixArray___lookup_helper(struct __pyx_obj_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_word_id, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high) {
+ int __pyx_v_midpoint;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__lookup_helper", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":227
+ * cdef int midpoint
+ *
+ * if offset == 0: # <<<<<<<<<<<<<<
+ * return (self.ha.arr[word_id], self.ha.arr[word_id+1])
+ * if low >= high:
+ */
+ __pyx_t_1 = ((__pyx_v_offset == 0) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":228
+ *
+ * if offset == 0:
+ * return (self.ha.arr[word_id], self.ha.arr[word_id+1]) # <<<<<<<<<<<<<<
+ * if low >= high:
+ * return None
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_2 = PyInt_FromLong((__pyx_v_self->ha->arr[__pyx_v_word_id])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyInt_FromLong((__pyx_v_self->ha->arr[(__pyx_v_word_id + 1)])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_2 = 0;
+ __pyx_t_3 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_4);
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":229
+ * if offset == 0:
+ * return (self.ha.arr[word_id], self.ha.arr[word_id+1])
+ * if low >= high: # <<<<<<<<<<<<<<
+ * return None
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_low >= __pyx_v_high) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":230
+ * return (self.ha.arr[word_id], self.ha.arr[word_id+1])
+ * if low >= high:
+ * return None # <<<<<<<<<<<<<<
+ *
+ * midpoint = (high + low) / 2
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":232
+ * 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)
+ */
+ __pyx_v_midpoint = __Pyx_div_long((__pyx_v_high + __pyx_v_low), 2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":233
+ *
+ * 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:
+ */
+ __pyx_t_1 = (((__pyx_v_self->darray->data->arr[((__pyx_v_self->sa->arr[__pyx_v_midpoint]) + __pyx_v_offset)]) == __pyx_v_word_id) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":234
+ * 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___get_range(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, __pyx_v_low, __pyx_v_high, __pyx_v_midpoint); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":235
+ * 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:
+ */
+ __pyx_t_1 = (((__pyx_v_self->darray->data->arr[((__pyx_v_self->sa->arr[__pyx_v_midpoint]) + __pyx_v_offset)]) > __pyx_v_word_id) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":236
+ * 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___lookup_helper(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, __pyx_v_low, __pyx_v_midpoint); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":238
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___lookup_helper(__pyx_v_self, __pyx_v_word_id, __pyx_v_offset, (__pyx_v_midpoint + 1), __pyx_v_high); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+ }
+ __pyx_L6:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.SuffixArray.__lookup_helper", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_11SuffixArray_17lookup(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_11SuffixArray_17lookup(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_word = 0;
+ int __pyx_v_offset;
+ int __pyx_v_low;
+ int __pyx_v_high;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lookup (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__word,&__pyx_n_s__offset,&__pyx_n_s__low,&__pyx_n_s__high,0};
+ PyObject* values[4] = {0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__word)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__offset)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("lookup", 1, 4, 4, 1); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("lookup", 1, 4, 4, 2); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("lookup", 1, 4, 4, 3); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "lookup") < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 4) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ }
+ __pyx_v_word = values[0];
+ __pyx_v_offset = __Pyx_PyInt_AsInt(values[1]); if (unlikely((__pyx_v_offset == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_low = __Pyx_PyInt_AsInt(values[2]); if (unlikely((__pyx_v_low == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_high = __Pyx_PyInt_AsInt(values[3]); if (unlikely((__pyx_v_high == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("lookup", 1, 4, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[12]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.SuffixArray.lookup", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_11SuffixArray_16lookup(((struct __pyx_obj_3_sa_SuffixArray *)__pyx_v_self), __pyx_v_word, __pyx_v_offset, __pyx_v_low, __pyx_v_high);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":240
+ * 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:
+ */
+
+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) {
+ PyObject *__pyx_v_word_id = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lookup", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":242
+ * def lookup(self, word, int offset, int low, int high):
+ * cdef int wordid
+ * if low == -1: # <<<<<<<<<<<<<<
+ * low = 0
+ * if high == -1:
+ */
+ __pyx_t_1 = ((__pyx_v_low == -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":243
+ * cdef int wordid
+ * if low == -1:
+ * low = 0 # <<<<<<<<<<<<<<
+ * if high == -1:
+ * high = len(self.sa)
+ */
+ __pyx_v_low = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":244
+ * if low == -1:
+ * low = 0
+ * if high == -1: # <<<<<<<<<<<<<<
+ * high = len(self.sa)
+ * if word in self.darray.word2id:
+ */
+ __pyx_t_1 = ((__pyx_v_high == -1) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":245
+ * low = 0
+ * if high == -1:
+ * high = len(self.sa) # <<<<<<<<<<<<<<
+ * if word in self.darray.word2id:
+ * word_id = self.darray.word2id[word]
+ */
+ __pyx_t_2 = ((PyObject *)__pyx_v_self->sa);
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_3 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_high = __pyx_t_3;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":246
+ * 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)
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_word, __pyx_v_self->darray->word2id, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = (__pyx_t_1 != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":247
+ * 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:
+ */
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_self->darray->word2id, __pyx_v_word); if (!__pyx_t_2) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_v_word_id = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":248
+ * if word in self.darray.word2id:
+ * word_id = self.darray.word2id[word]
+ * return self.__lookup_helper(word_id, offset, low, high) # <<<<<<<<<<<<<<
+ * else:
+ * return None
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = __Pyx_PyInt_AsInt(__pyx_v_word_id); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_SuffixArray *)__pyx_v_self->__pyx_vtab)->__pyx___lookup_helper(__pyx_v_self, __pyx_t_5, __pyx_v_offset, __pyx_v_low, __pyx_v_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":250
+ * return self.__lookup_helper(word_id, offset, low, high)
+ * else:
+ * return None # <<<<<<<<<<<<<<
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+ }
+ __pyx_L5:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.SuffixArray.lookup", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_8TrieNode_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_8TrieNode_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ if (unlikely(PyTuple_GET_SIZE(__pyx_args) > 0)) {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 0, 0, PyTuple_GET_SIZE(__pyx_args)); return -1;}
+ if (unlikely(__pyx_kwds) && unlikely(PyDict_Size(__pyx_kwds) > 0) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__cinit__", 0))) return -1;
+ __pyx_r = __pyx_pf_3_sa_8TrieNode___cinit__(((struct __pyx_obj_3_sa_TrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":49
+ * cdef public children
+ *
+ * def __cinit__(self): # <<<<<<<<<<<<<<
+ * self.children = {}
+ *
+ */
+
+static int __pyx_pf_3_sa_8TrieNode___cinit__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":50
+ *
+ * def __cinit__(self):
+ * self.children = {} # <<<<<<<<<<<<<<
+ *
+ * cdef class ExtendedTrieNode(TrieNode):
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __Pyx_GOTREF(__pyx_v_self->children);
+ __Pyx_DECREF(__pyx_v_self->children);
+ __pyx_v_self->children = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.TrieNode.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_8TrieNode_8children_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_8TrieNode_8children_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_8TrieNode_8children___get__(((struct __pyx_obj_3_sa_TrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":47
+ *
+ * cdef class TrieNode:
+ * cdef public children # <<<<<<<<<<<<<<
+ *
+ * def __cinit__(self):
+ */
+
+static PyObject *__pyx_pf_3_sa_8TrieNode_8children___get__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->children);
+ __pyx_r = __pyx_v_self->children;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_8TrieNode_8children_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_8TrieNode_8children_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_8TrieNode_8children_2__set__(((struct __pyx_obj_3_sa_TrieNode *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->children);
+ __Pyx_DECREF(__pyx_v_self->children);
+ __pyx_v_self->children = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_8TrieNode_8children_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_8TrieNode_8children_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_8TrieNode_8children_4__del__(((struct __pyx_obj_3_sa_TrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_3_sa_TrieNode *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->children);
+ __Pyx_DECREF(__pyx_v_self->children);
+ __pyx_v_self->children = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_phrase = 0;
+ PyObject *__pyx_v_phrase_location = 0;
+ PyObject *__pyx_v_suffix_link = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__phrase,&__pyx_n_s__phrase_location,&__pyx_n_s__suffix_link,0};
+ PyObject* values[3] = {0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":57
+ * cdef public suffix_link
+ *
+ * def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None): # <<<<<<<<<<<<<<
+ * self.phrase = phrase
+ * self.phrase_location = phrase_location
+ */
+ values[0] = ((PyObject *)Py_None);
+ values[1] = ((PyObject *)Py_None);
+ values[2] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__phrase);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__phrase_location);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__suffix_link);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_phrase = values[0];
+ __pyx_v_phrase_location = values[1];
+ __pyx_v_suffix_link = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.ExtendedTrieNode.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode___cinit__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self), __pyx_v_phrase, __pyx_v_phrase_location, __pyx_v_suffix_link);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":58
+ *
+ * def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None):
+ * self.phrase = phrase # <<<<<<<<<<<<<<
+ * self.phrase_location = phrase_location
+ * self.suffix_link = suffix_link
+ */
+ __Pyx_INCREF(__pyx_v_phrase);
+ __Pyx_GIVEREF(__pyx_v_phrase);
+ __Pyx_GOTREF(__pyx_v_self->phrase);
+ __Pyx_DECREF(__pyx_v_self->phrase);
+ __pyx_v_self->phrase = __pyx_v_phrase;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":59
+ * def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None):
+ * self.phrase = phrase
+ * self.phrase_location = phrase_location # <<<<<<<<<<<<<<
+ * self.suffix_link = suffix_link
+ *
+ */
+ __Pyx_INCREF(__pyx_v_phrase_location);
+ __Pyx_GIVEREF(__pyx_v_phrase_location);
+ __Pyx_GOTREF(__pyx_v_self->phrase_location);
+ __Pyx_DECREF(__pyx_v_self->phrase_location);
+ __pyx_v_self->phrase_location = __pyx_v_phrase_location;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":60
+ * self.phrase = phrase
+ * self.phrase_location = phrase_location
+ * self.suffix_link = suffix_link # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_INCREF(__pyx_v_suffix_link);
+ __Pyx_GIVEREF(__pyx_v_suffix_link);
+ __Pyx_GOTREF(__pyx_v_self->suffix_link);
+ __Pyx_DECREF(__pyx_v_self->suffix_link);
+ __pyx_v_self->suffix_link = __pyx_v_suffix_link;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_16ExtendedTrieNode_6phrase_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_16ExtendedTrieNode_6phrase_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":53
+ *
+ * cdef class ExtendedTrieNode(TrieNode):
+ * cdef public phrase # <<<<<<<<<<<<<<
+ * cdef public phrase_location
+ * cdef public suffix_link
+ */
+
+static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->phrase);
+ __pyx_r = __pyx_v_self->phrase;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->phrase);
+ __Pyx_DECREF(__pyx_v_self->phrase);
+ __pyx_v_self->phrase = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_6phrase_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->phrase);
+ __Pyx_DECREF(__pyx_v_self->phrase);
+ __pyx_v_self->phrase = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":54
+ * cdef class ExtendedTrieNode(TrieNode):
+ * cdef public phrase
+ * cdef public phrase_location # <<<<<<<<<<<<<<
+ * cdef public suffix_link
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->phrase_location);
+ __pyx_r = __pyx_v_self->phrase_location;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->phrase_location);
+ __Pyx_DECREF(__pyx_v_self->phrase_location);
+ __pyx_v_self->phrase_location = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->phrase_location);
+ __Pyx_DECREF(__pyx_v_self->phrase_location);
+ __pyx_v_self->phrase_location = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":55
+ * cdef public phrase
+ * cdef public phrase_location
+ * cdef public suffix_link # <<<<<<<<<<<<<<
+ *
+ * def __cinit__(self, phrase=None, phrase_location=None, suffix_link=None):
+ */
+
+static PyObject *__pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->suffix_link);
+ __pyx_r = __pyx_v_self->suffix_link;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->suffix_link);
+ __Pyx_DECREF(__pyx_v_self->suffix_link);
+ __pyx_v_self->suffix_link = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(((struct __pyx_obj_3_sa_ExtendedTrieNode *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_3_sa_ExtendedTrieNode *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->suffix_link);
+ __Pyx_DECREF(__pyx_v_self->suffix_link);
+ __pyx_v_self->suffix_link = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9TrieTable_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_9TrieTable_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_extended = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__extended,0};
+ PyObject* values[1] = {0};
+ values[0] = __pyx_k_101;
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__extended);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_extended = values[0];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.TrieTable.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_9TrieTable___cinit__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self), __pyx_v_extended);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":67
+ * cdef public int count
+ * cdef public root
+ * def __cinit__(self, extended=False): # <<<<<<<<<<<<<<
+ * self.count = 0
+ * self.extended = extended
+ */
+
+static int __pyx_pf_3_sa_9TrieTable___cinit__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended) {
+ int __pyx_r;
+ __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("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":68
+ * cdef public root
+ * def __cinit__(self, extended=False):
+ * self.count = 0 # <<<<<<<<<<<<<<
+ * self.extended = extended
+ * if extended:
+ */
+ __pyx_v_self->count = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":69
+ * def __cinit__(self, extended=False):
+ * self.count = 0
+ * self.extended = extended # <<<<<<<<<<<<<<
+ * if extended:
+ * self.root = ExtendedTrieNode()
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_extended); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->extended = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":70
+ * self.count = 0
+ * self.extended = extended
+ * if extended: # <<<<<<<<<<<<<<
+ * self.root = ExtendedTrieNode()
+ * else:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_extended); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":71
+ * self.extended = extended
+ * if extended:
+ * self.root = ExtendedTrieNode() # <<<<<<<<<<<<<<
+ * else:
+ * self.root = TrieNode()
+ */
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_v_self->root);
+ __Pyx_DECREF(__pyx_v_self->root);
+ __pyx_v_self->root = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":73
+ * self.root = ExtendedTrieNode()
+ * else:
+ * self.root = TrieNode() # <<<<<<<<<<<<<<
+ *
+ * # linked list structure for storing matches in BaselineRuleFactory
+ */
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_TrieNode)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_v_self->root);
+ __Pyx_DECREF(__pyx_v_self->root);
+ __pyx_v_self->root = __pyx_t_3;
+ __pyx_t_3 = 0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.TrieTable.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9TrieTable_8extended_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9TrieTable_8extended_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_8extended___get__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":64
+ *
+ * cdef class TrieTable:
+ * cdef public int extended # <<<<<<<<<<<<<<
+ * cdef public int count
+ * cdef public root
+ */
+
+static PyObject *__pyx_pf_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->extended); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.TrieTable.extended.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9TrieTable_8extended_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9TrieTable_8extended_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_8extended_2__set__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_value); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->extended = __pyx_t_1;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.TrieTable.extended.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9TrieTable_5count_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9TrieTable_5count_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_5count___get__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":65
+ * cdef class TrieTable:
+ * cdef public int extended
+ * cdef public int count # <<<<<<<<<<<<<<
+ * cdef public root
+ * def __cinit__(self, extended=False):
+ */
+
+static PyObject *__pyx_pf_3_sa_9TrieTable_5count___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_self->count); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.TrieTable.count.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9TrieTable_5count_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9TrieTable_5count_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_5count_2__set__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_value); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->count = __pyx_t_1;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.TrieTable.count.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_9TrieTable_4root_1__get__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_9TrieTable_4root_1__get__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_4root___get__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":66
+ * cdef public int extended
+ * cdef public int count
+ * cdef public root # <<<<<<<<<<<<<<
+ * def __cinit__(self, extended=False):
+ * self.count = 0
+ */
+
+static PyObject *__pyx_pf_3_sa_9TrieTable_4root___get__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__get__", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_self->root);
+ __pyx_r = __pyx_v_self->root;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9TrieTable_4root_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
+static int __pyx_pw_3_sa_9TrieTable_4root_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_4root_2__set__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self), ((PyObject *)__pyx_v_value));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__set__", 0);
+ __Pyx_INCREF(__pyx_v_value);
+ __Pyx_GIVEREF(__pyx_v_value);
+ __Pyx_GOTREF(__pyx_v_self->root);
+ __Pyx_DECREF(__pyx_v_self->root);
+ __pyx_v_self->root = __pyx_v_value;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_9TrieTable_4root_5__del__(PyObject *__pyx_v_self); /*proto*/
+static int __pyx_pw_3_sa_9TrieTable_4root_5__del__(PyObject *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_9TrieTable_4root_4__del__(((struct __pyx_obj_3_sa_TrieTable *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_3_sa_TrieTable *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__del__", 0);
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_GOTREF(__pyx_v_self->root);
+ __Pyx_DECREF(__pyx_v_self->root);
+ __pyx_v_self->root = Py_None;
+
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":93
+ *
+ * # returns true if sent_id is contained
+ * cdef int contains(self, int sent_id): # <<<<<<<<<<<<<<
+ * return 1
+ *
+ */
+
+static int __pyx_f_3_sa_14PhraseLocation_contains(CYTHON_UNUSED struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_self, CYTHON_UNUSED int __pyx_v_sent_id) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("contains", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":94
+ * # 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,
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_14PhraseLocation_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_14PhraseLocation_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_sa_low;
+ int __pyx_v_sa_high;
+ int __pyx_v_arr_low;
+ int __pyx_v_arr_high;
+ PyObject *__pyx_v_arr = 0;
+ int __pyx_v_num_subpatterns;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__sa_low,&__pyx_n_s__sa_high,&__pyx_n_s__arr_low,&__pyx_n_s__arr_high,&__pyx_n_s__arr,&__pyx_n_s__num_subpatterns,0};
+ PyObject* values[6] = {0,0,0,0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":97
+ *
+ * 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
+ */
+ values[4] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sa_low);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sa_high);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__arr_low);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ case 3:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__arr_high);
+ if (value) { values[3] = value; kw_args--; }
+ }
+ case 4:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__arr);
+ if (value) { values[4] = value; kw_args--; }
+ }
+ case 5:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__num_subpatterns);
+ if (value) { values[5] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ if (values[0]) {
+ __pyx_v_sa_low = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_sa_low == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_sa_low = ((int)-1);
+ }
+ if (values[1]) {
+ __pyx_v_sa_high = __Pyx_PyInt_AsInt(values[1]); if (unlikely((__pyx_v_sa_high == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_sa_high = ((int)-1);
+ }
+ if (values[2]) {
+ __pyx_v_arr_low = __Pyx_PyInt_AsInt(values[2]); if (unlikely((__pyx_v_arr_low == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_arr_low = ((int)-1);
+ }
+ if (values[3]) {
+ __pyx_v_arr_high = __Pyx_PyInt_AsInt(values[3]); if (unlikely((__pyx_v_arr_high == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_arr_high = ((int)-1);
+ }
+ __pyx_v_arr = values[4];
+ if (values[5]) {
+ __pyx_v_num_subpatterns = __Pyx_PyInt_AsInt(values[5]); if (unlikely((__pyx_v_num_subpatterns == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_num_subpatterns = ((int)1);
+ }
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.PhraseLocation.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_14PhraseLocation___cinit__(((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_v_self), __pyx_v_sa_low, __pyx_v_sa_high, __pyx_v_arr_low, __pyx_v_arr_high, __pyx_v_arr, __pyx_v_num_subpatterns);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":96
+ * 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
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":98
+ * 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
+ */
+ __pyx_v_self->sa_low = __pyx_v_sa_low;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":99
+ * 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
+ */
+ __pyx_v_self->sa_high = __pyx_v_sa_high;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":100
+ * self.sa_low = sa_low
+ * self.sa_high = sa_high
+ * self.arr_low = arr_low # <<<<<<<<<<<<<<
+ * self.arr_high = arr_high
+ * self.arr = arr
+ */
+ __pyx_v_self->arr_low = __pyx_v_arr_low;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":101
+ * self.sa_high = sa_high
+ * self.arr_low = arr_low
+ * self.arr_high = arr_high # <<<<<<<<<<<<<<
+ * self.arr = arr
+ * self.num_subpatterns = num_subpatterns
+ */
+ __pyx_v_self->arr_high = __pyx_v_arr_high;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":102
+ * self.arr_low = arr_low
+ * self.arr_high = arr_high
+ * self.arr = arr # <<<<<<<<<<<<<<
+ * self.num_subpatterns = num_subpatterns
+ *
+ */
+ if (!(likely(((__pyx_v_arr) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_arr, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_INCREF(__pyx_v_arr);
+ __Pyx_GIVEREF(__pyx_v_arr);
+ __Pyx_GOTREF(__pyx_v_self->arr);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->arr));
+ __pyx_v_self->arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_v_arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":103
+ * self.arr_high = arr_high
+ * self.arr = arr
+ * self.num_subpatterns = num_subpatterns # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_v_self->num_subpatterns = __pyx_v_num_subpatterns;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.PhraseLocation.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_7Sampler_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_7Sampler_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_v_sample_size;
+ struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__sample_size,&__pyx_n_s__fsarray,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sample_size)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fsarray)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_sample_size = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_sample_size == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_fsarray = ((struct __pyx_obj_3_sa_SuffixArray *)values[1]);
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.Sampler.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_fsarray), __pyx_ptype_3_sa_SuffixArray, 1, "fsarray", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_7Sampler___cinit__(((struct __pyx_obj_3_sa_Sampler *)__pyx_v_self), __pyx_v_sample_size, __pyx_v_fsarray);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":113
+ * cdef IntList sa
+ *
+ * def __cinit__(self, int sample_size, SuffixArray fsarray): # <<<<<<<<<<<<<<
+ * self.sample_size = sample_size
+ * self.sa = fsarray.sa
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":114
+ *
+ * def __cinit__(self, int sample_size, SuffixArray fsarray):
+ * self.sample_size = sample_size # <<<<<<<<<<<<<<
+ * self.sa = fsarray.sa
+ * if sample_size > 0:
+ */
+ __pyx_v_self->sample_size = __pyx_v_sample_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":115
+ * 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)
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_fsarray->sa);
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->sa);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sa));
+ __pyx_v_self->sa = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":116
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_sample_size > 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":117
+ * 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")
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_sample_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_102));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_102));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_102));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":119
+ * logger.info("Sampling strategy: uniform, max sample size = %d", sample_size)
+ * else:
+ * logger.info("Sampling strategy: no sampling") # <<<<<<<<<<<<<<
+ *
+ * def sample(self, PhraseLocation phrase_location):
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_k_tuple_104), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __pyx_L3:;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.Sampler.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_7Sampler_3sample(PyObject *__pyx_v_self, PyObject *__pyx_v_phrase_location); /*proto*/
+static char __pyx_doc_3_sa_7Sampler_2sample[] = "Returns a sample of the locations for\n the phrase. If there are less than self.sample_size\n locations, return all of them; otherwise, return\n up to self.sample_size locations. In the latter case,\n we choose to sample UNIFORMLY -- that is, the locations\n are chosen at uniform intervals over the entire set, rather\n than randomly. This makes the algorithm deterministic, which\n is good for things like MERT";
+static PyObject *__pyx_pw_3_sa_7Sampler_3sample(PyObject *__pyx_v_self, PyObject *__pyx_v_phrase_location) {
+ CYTHON_UNUSED int __pyx_lineno = 0;
+ CYTHON_UNUSED const char *__pyx_filename = NULL;
+ CYTHON_UNUSED int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("sample (wrapper)", 0);
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_phrase_location), __pyx_ptype_3_sa_PhraseLocation, 1, "phrase_location", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __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));
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":121
+ * 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
+ */
+
+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) {
+ struct __pyx_obj_3_sa_IntList *__pyx_v_sample = 0;
+ double __pyx_v_i;
+ double __pyx_v_stepsize;
+ int __pyx_v_num_locations;
+ int __pyx_v_val;
+ int __pyx_v_j;
+ 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_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("sample", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":134
+ * cdef int num_locations, val, j
+ *
+ * sample = IntList() # <<<<<<<<<<<<<<
+ * if phrase_location.arr is None:
+ * num_locations = phrase_location.sa_high - phrase_location.sa_low
+ */
+ __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 = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_sample = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":135
+ *
+ * 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:
+ */
+ __pyx_t_2 = (((PyObject *)__pyx_v_phrase_location->arr) == Py_None);
+ __pyx_t_3 = (__pyx_t_2 != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":136
+ * 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)
+ */
+ __pyx_v_num_locations = (__pyx_v_phrase_location->sa_high - __pyx_v_phrase_location->sa_low);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":137
+ * 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:
+ */
+ __pyx_t_3 = ((__pyx_v_self->sample_size == -1) != 0);
+ if (!__pyx_t_3) {
+ __pyx_t_2 = ((__pyx_v_num_locations <= __pyx_v_self->sample_size) != 0);
+ __pyx_t_4 = __pyx_t_2;
+ } else {
+ __pyx_t_4 = __pyx_t_3;
+ }
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":138
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_sample->__pyx_vtab)->_extend_arr(__pyx_v_sample, (__pyx_v_self->sa->arr + __pyx_v_phrase_location->sa_low), __pyx_v_num_locations);
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":140
+ * 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:
+ */
+ if (unlikely(((double)__pyx_v_self->sample_size) == 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 = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_stepsize = (((double)__pyx_v_num_locations) / ((double)__pyx_v_self->sample_size));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":141
+ * 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
+ */
+ __pyx_t_5 = __pyx_v_phrase_location->sa_low;
+ __pyx_v_i = __pyx_t_5;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":142
+ * 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'''
+ */
+ while (1) {
+ __pyx_t_4 = ((__pyx_v_i < __pyx_v_phrase_location->sa_high) != 0);
+ if (__pyx_t_4) {
+ __pyx_t_3 = ((__pyx_v_sample->len < __pyx_v_self->sample_size) != 0);
+ __pyx_t_2 = __pyx_t_3;
+ } else {
+ __pyx_t_2 = __pyx_t_4;
+ }
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":145
+ * '''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:
+ */
+ __pyx_t_2 = ((fmod(__pyx_v_i, 1.0) > 0.5) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":146
+ * effect, according to the python documentation'''
+ * if fmod(i,1.0) > 0.5:
+ * val = int(ceil(i)) # <<<<<<<<<<<<<<
+ * else:
+ * val = int(floor(i))
+ */
+ __pyx_v_val = ((int)ceil(__pyx_v_i));
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":148
+ * val = int(ceil(i))
+ * else:
+ * val = int(floor(i)) # <<<<<<<<<<<<<<
+ * sample._append(self.sa.arr[val])
+ * i = i + stepsize
+ */
+ __pyx_v_val = ((int)floor(__pyx_v_i));
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":149
+ * else:
+ * val = int(floor(i))
+ * sample._append(self.sa.arr[val]) # <<<<<<<<<<<<<<
+ * i = i + stepsize
+ * else:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_sample->__pyx_vtab)->_append(__pyx_v_sample, (__pyx_v_self->sa->arr[__pyx_v_val]));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":150
+ * 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
+ */
+ __pyx_v_i = (__pyx_v_i + __pyx_v_stepsize);
+ }
+ }
+ __pyx_L4:;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":152
+ * 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
+ */
+ __pyx_t_5 = (__pyx_v_phrase_location->arr_high - __pyx_v_phrase_location->arr_low);
+ if (unlikely(__pyx_v_phrase_location->num_subpatterns == 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 = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_phrase_location->num_subpatterns == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_5))) {
+ #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 = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_num_locations = __Pyx_div_int(__pyx_t_5, __pyx_v_phrase_location->num_subpatterns);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":153
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_self->sample_size == -1) != 0);
+ if (!__pyx_t_2) {
+ __pyx_t_4 = ((__pyx_v_num_locations <= __pyx_v_self->sample_size) != 0);
+ __pyx_t_3 = __pyx_t_4;
+ } else {
+ __pyx_t_3 = __pyx_t_2;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":154
+ * 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)
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_phrase_location->arr);
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_v_sample));
+ __pyx_v_sample = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+ goto __pyx_L8;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":156
+ * 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:
+ */
+ if (unlikely(((double)__pyx_v_self->sample_size) == 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 = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_stepsize = (((double)__pyx_v_num_locations) / ((double)__pyx_v_self->sample_size));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":157
+ * 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
+ */
+ __pyx_t_5 = __pyx_v_phrase_location->arr_low;
+ __pyx_v_i = __pyx_t_5;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":158
+ * 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'''
+ */
+ while (1) {
+ __pyx_t_3 = ((__pyx_v_i < __pyx_v_num_locations) != 0);
+ if (__pyx_t_3) {
+ __pyx_t_2 = ((__pyx_v_sample->len < (__pyx_v_self->sample_size * __pyx_v_phrase_location->num_subpatterns)) != 0);
+ __pyx_t_4 = __pyx_t_2;
+ } else {
+ __pyx_t_4 = __pyx_t_3;
+ }
+ if (!__pyx_t_4) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":161
+ * '''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:
+ */
+ __pyx_t_4 = ((fmod(__pyx_v_i, 1.0) > 0.5) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":162
+ * effect, according to the python documentation'''
+ * if fmod(i,1.0) > 0.5:
+ * val = int(ceil(i)) # <<<<<<<<<<<<<<
+ * else:
+ * val = int(floor(i))
+ */
+ __pyx_v_val = ((int)ceil(__pyx_v_i));
+ goto __pyx_L11;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":164
+ * 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)
+ */
+ __pyx_v_val = ((int)floor(__pyx_v_i));
+ }
+ __pyx_L11:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":165
+ * 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
+ */
+ __pyx_v_j = (__pyx_v_phrase_location->arr_low + (__pyx_v_val * __pyx_v_phrase_location->num_subpatterns));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":166
+ * 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 __pyx_vtabstruct_3_sa_IntList *)__pyx_v_sample->__pyx_vtab)->_extend_arr(__pyx_v_sample, (__pyx_v_phrase_location->arr->arr + __pyx_v_j), __pyx_v_phrase_location->num_subpatterns);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":167
+ * 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
+ *
+ */
+ __pyx_v_i = (__pyx_v_i + __pyx_v_stepsize);
+ }
+ }
+ __pyx_L8:;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":168
+ * sample._extend_arr(phrase_location.arr.arr + j, phrase_location.num_subpatterns)
+ * i = i + stepsize
+ * return sample # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_sample));
+ __pyx_r = ((PyObject *)__pyx_v_sample);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.Sampler.sample", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_sample);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":180
+ *
+ *
+ * cdef void assign_matching(Matching* m, int* arr, int start, int step, int* sent_id_arr): # <<<<<<<<<<<<<<
+ * m.arr = arr
+ * m.start = start
+ */
+
+static void __pyx_f_3_sa_assign_matching(struct __pyx_t_3_sa_Matching *__pyx_v_m, int *__pyx_v_arr, int __pyx_v_start, int __pyx_v_step, int *__pyx_v_sent_id_arr) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("assign_matching", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":181
+ *
+ * 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
+ */
+ __pyx_v_m->arr = __pyx_v_arr;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":182
+ * 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]]
+ */
+ __pyx_v_m->start = __pyx_v_start;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":183
+ * m.arr = arr
+ * m.start = start
+ * m.end = start + step # <<<<<<<<<<<<<<
+ * m.sent_id = sent_id_arr[arr[start]]
+ * m.size = step
+ */
+ __pyx_v_m->end = (__pyx_v_start + __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":184
+ * m.start = start
+ * m.end = start + step
+ * m.sent_id = sent_id_arr[arr[start]] # <<<<<<<<<<<<<<
+ * m.size = step
+ *
+ */
+ __pyx_v_m->sent_id = (__pyx_v_sent_id_arr[(__pyx_v_arr[__pyx_v_start])]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":185
+ * m.end = start + step
+ * m.sent_id = sent_id_arr[arr[start]]
+ * m.size = step # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_v_m->size = __pyx_v_step;
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":188
+ *
+ *
+ * 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
+ */
+
+static int *__pyx_f_3_sa_append_combined_matching(int *__pyx_v_arr, struct __pyx_t_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_3_sa_Matching *__pyx_v_loc2, CYTHON_UNUSED int __pyx_v_offset_by_one, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) {
+ int __pyx_v_i;
+ int __pyx_v_new_len;
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ __Pyx_RefNannySetupContext("append_combined_matching", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":192
+ * cdef int i, new_len
+ *
+ * new_len = result_len[0] + num_subpatterns # <<<<<<<<<<<<<<
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ *
+ */
+ __pyx_v_new_len = ((__pyx_v_result_len[0]) + __pyx_v_num_subpatterns);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":193
+ *
+ * new_len = result_len[0] + num_subpatterns
+ * arr = <int*> realloc(arr, new_len*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * for i from 0 <= i < loc1.size:
+ */
+ __pyx_v_arr = ((int *)realloc(__pyx_v_arr, (__pyx_v_new_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":195
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ *
+ * for i from 0 <= i < loc1.size: # <<<<<<<<<<<<<<
+ * arr[result_len[0]+i] = loc1.arr[loc1.start+i]
+ * if num_subpatterns > loc1.size:
+ */
+ __pyx_t_1 = __pyx_v_loc1->size;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":196
+ *
+ * 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]
+ */
+ (__pyx_v_arr[((__pyx_v_result_len[0]) + __pyx_v_i)]) = (__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":197
+ * 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
+ */
+ __pyx_t_2 = ((__pyx_v_num_subpatterns > __pyx_v_loc1->size) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":198
+ * 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
+ */
+ (__pyx_v_arr[(__pyx_v_new_len - 1)]) = (__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]);
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":199
+ * if num_subpatterns > loc1.size:
+ * arr[new_len-1] = loc2.arr[loc2.end-1]
+ * result_len[0] = new_len # <<<<<<<<<<<<<<
+ * return arr
+ *
+ */
+ (__pyx_v_result_len[0]) = __pyx_v_new_len;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":200
+ * arr[new_len-1] = loc2.arr[loc2.end-1]
+ * result_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":203
+ *
+ *
+ * cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len): # <<<<<<<<<<<<<<
+ * cdef int new_len
+ *
+ */
+
+static int *__pyx_f_3_sa_extend_arr(int *__pyx_v_arr, int *__pyx_v_arr_len, int *__pyx_v_appendix, int __pyx_v_appendix_len) {
+ int __pyx_v_new_len;
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("extend_arr", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":206
+ * cdef int new_len
+ *
+ * new_len = arr_len[0] + appendix_len # <<<<<<<<<<<<<<
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ * memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int))
+ */
+ __pyx_v_new_len = ((__pyx_v_arr_len[0]) + __pyx_v_appendix_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":207
+ *
+ * new_len = arr_len[0] + appendix_len
+ * arr = <int*> realloc(arr, new_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int))
+ * arr_len[0] = new_len
+ */
+ __pyx_v_arr = ((int *)realloc(__pyx_v_arr, (__pyx_v_new_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":208
+ * new_len = arr_len[0] + appendix_len
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ * memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * arr_len[0] = new_len
+ * return arr
+ */
+ memcpy((__pyx_v_arr + (__pyx_v_arr_len[0])), __pyx_v_appendix, (__pyx_v_appendix_len * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":209
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ * memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int))
+ * arr_len[0] = new_len # <<<<<<<<<<<<<<
+ * return arr
+ *
+ */
+ (__pyx_v_arr_len[0]) = __pyx_v_new_len;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":210
+ * 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):
+ */
+ __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":212
+ * return arr
+ *
+ * cdef int median(int low, int high, int step): # <<<<<<<<<<<<<<
+ * return low + (((high - low)/step)/2)*step
+ *
+ */
+
+static int __pyx_f_3_sa_median(int __pyx_v_low, int __pyx_v_high, int __pyx_v_step) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("median", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":213
+ *
+ * cdef int median(int low, int high, int step):
+ * return low + (((high - low)/step)/2)*step # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_1 = (__pyx_v_high - __pyx_v_low);
+ if (unlikely(__pyx_v_step == 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 = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ else if (sizeof(int) == sizeof(long) && unlikely(__pyx_v_step == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_t_1))) {
+ #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 = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_r = (__pyx_v_low + (__Pyx_div_long(__Pyx_div_int(__pyx_t_1, __pyx_v_step), 2) * __pyx_v_step));
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_WriteUnraisable("_sa.median", __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":216
+ *
+ *
+ * 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
+ */
+
+static void __pyx_f_3_sa_find_comparable_matchings(int __pyx_v_low, int __pyx_v_high, int *__pyx_v_arr, int __pyx_v_step, int __pyx_v_loc, int *__pyx_v_loc_minus, int *__pyx_v_loc_plus) {
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ __Pyx_RefNannySetupContext("find_comparable_matchings", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":220
+ * # 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
+ */
+ (__pyx_v_loc_plus[0]) = (__pyx_v_loc + __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":221
+ * # 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 (1) {
+ __pyx_t_1 = (((__pyx_v_loc_plus[0]) < __pyx_v_high) != 0);
+ if (__pyx_t_1) {
+ __pyx_t_2 = (((__pyx_v_arr[(__pyx_v_loc_plus[0])]) == (__pyx_v_arr[__pyx_v_loc])) != 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":222
+ * 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]:
+ */
+ (__pyx_v_loc_plus[0]) = ((__pyx_v_loc_plus[0]) + __pyx_v_step);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":223
+ * 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
+ */
+ (__pyx_v_loc_minus[0]) = __pyx_v_loc;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":224
+ * 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
+ *
+ */
+ while (1) {
+ __pyx_t_3 = ((((__pyx_v_loc_minus[0]) - __pyx_v_step) >= __pyx_v_low) != 0);
+ if (__pyx_t_3) {
+ __pyx_t_1 = (((__pyx_v_arr[((__pyx_v_loc_minus[0]) - __pyx_v_step)]) == (__pyx_v_arr[__pyx_v_loc])) != 0);
+ __pyx_t_2 = __pyx_t_1;
+ } else {
+ __pyx_t_2 = __pyx_t_3;
+ }
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":225
+ * 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 # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ (__pyx_v_loc_minus[0]) = ((__pyx_v_loc_minus[0]) - __pyx_v_step);
+ }
+
+ __Pyx_RefNannyFinishContext();
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ struct __pyx_obj_3_sa_Alignment *__pyx_v_alignment = 0;
+ float __pyx_v_by_slack_factor;
+ char *__pyx_v_category;
+ PyObject *__pyx_v_max_chunks = 0;
+ 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 = 0;
+ PyObject *__pyx_v_max_target_length = 0;
+ unsigned int __pyx_v_min_gap_size;
+ PyObject *__pyx_v_precompute_file = 0;
+ 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;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__alignment,&__pyx_n_s__by_slack_factor,&__pyx_n_s__category,&__pyx_n_s__max_chunks,&__pyx_n_s__max_initial_size,&__pyx_n_s__max_length,&__pyx_n_s__max_nonterminals,&__pyx_n_s__max_target_chunks,&__pyx_n_s__max_target_length,&__pyx_n_s__min_gap_size,&__pyx_n_s__precompute_file,&__pyx_n_s_72,&__pyx_n_s__precompute_rank,&__pyx_n_s_105,&__pyx_n_s_106,&__pyx_n_s_73,&__pyx_n_s__train_min_gap_size,&__pyx_n_s__tight_phrases,&__pyx_n_s__use_baeza_yates,&__pyx_n_s__use_collocations,&__pyx_n_s__use_index,0};
+ PyObject* values[21] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":296
+ * 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,
+ */
+ values[3] = ((PyObject *)Py_None);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":304
+ * 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,
+ */
+ values[7] = ((PyObject *)Py_None);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":306
+ * 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,
+ */
+ values[8] = ((PyObject *)Py_None);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":310
+ * 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,
+ */
+ values[10] = ((PyObject *)Py_None);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 21: values[20] = PyTuple_GET_ITEM(__pyx_args, 20);
+ case 20: values[19] = PyTuple_GET_ITEM(__pyx_args, 19);
+ case 19: values[18] = PyTuple_GET_ITEM(__pyx_args, 18);
+ case 18: values[17] = PyTuple_GET_ITEM(__pyx_args, 17);
+ case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16);
+ case 16: values[15] = PyTuple_GET_ITEM(__pyx_args, 15);
+ case 15: values[14] = PyTuple_GET_ITEM(__pyx_args, 14);
+ case 14: values[13] = PyTuple_GET_ITEM(__pyx_args, 13);
+ case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
+ case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
+ case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
+ case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
+ case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
+ case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alignment)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__by_slack_factor);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__category);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ case 3:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_chunks);
+ if (value) { values[3] = value; kw_args--; }
+ }
+ case 4:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_initial_size);
+ if (value) { values[4] = value; kw_args--; }
+ }
+ case 5:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_length);
+ if (value) { values[5] = value; kw_args--; }
+ }
+ case 6:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_nonterminals);
+ if (value) { values[6] = value; kw_args--; }
+ }
+ case 7:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_target_chunks);
+ if (value) { values[7] = value; kw_args--; }
+ }
+ case 8:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_target_length);
+ if (value) { values[8] = value; kw_args--; }
+ }
+ case 9:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__min_gap_size);
+ if (value) { values[9] = value; kw_args--; }
+ }
+ case 10:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__precompute_file);
+ if (value) { values[10] = value; kw_args--; }
+ }
+ case 11:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_72);
+ if (value) { values[11] = value; kw_args--; }
+ }
+ case 12:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__precompute_rank);
+ if (value) { values[12] = value; kw_args--; }
+ }
+ case 13:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_105);
+ if (value) { values[13] = value; kw_args--; }
+ }
+ case 14:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_106);
+ if (value) { values[14] = value; kw_args--; }
+ }
+ case 15:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_73);
+ if (value) { values[15] = value; kw_args--; }
+ }
+ case 16:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__train_min_gap_size);
+ if (value) { values[16] = value; kw_args--; }
+ }
+ case 17:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__tight_phrases);
+ if (value) { values[17] = value; kw_args--; }
+ }
+ case 18:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_baeza_yates);
+ if (value) { values[18] = value; kw_args--; }
+ }
+ case 19:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_collocations);
+ if (value) { values[19] = value; kw_args--; }
+ }
+ case 20:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_index);
+ if (value) { values[20] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 21: values[20] = PyTuple_GET_ITEM(__pyx_args, 20);
+ case 20: values[19] = PyTuple_GET_ITEM(__pyx_args, 19);
+ case 19: values[18] = PyTuple_GET_ITEM(__pyx_args, 18);
+ case 18: values[17] = PyTuple_GET_ITEM(__pyx_args, 17);
+ case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16);
+ case 16: values[15] = PyTuple_GET_ITEM(__pyx_args, 15);
+ case 15: values[14] = PyTuple_GET_ITEM(__pyx_args, 14);
+ case 14: values[13] = PyTuple_GET_ITEM(__pyx_args, 13);
+ case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
+ case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
+ case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
+ case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
+ case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
+ case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_alignment = ((struct __pyx_obj_3_sa_Alignment *)values[0]);
+ if (values[1]) {
+ __pyx_v_by_slack_factor = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_by_slack_factor == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":292
+ * 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]",
+ */
+ __pyx_v_by_slack_factor = ((float)1.0);
+ }
+ if (values[2]) {
+ __pyx_v_category = __Pyx_PyObject_AsString(values[2]); if (unlikely((!__pyx_v_category) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_category = ((char *)__pyx_k_107);
+ }
+ __pyx_v_max_chunks = values[3];
+ if (values[4]) {
+ __pyx_v_max_initial_size = __Pyx_PyInt_AsUnsignedInt(values[4]); if (unlikely((__pyx_v_max_initial_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_max_initial_size = ((unsigned int)10);
+ }
+ if (values[5]) {
+ __pyx_v_max_length = __Pyx_PyInt_AsUnsignedInt(values[5]); if (unlikely((__pyx_v_max_length == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_max_length = ((unsigned int)5);
+ }
+ if (values[6]) {
+ __pyx_v_max_nonterminals = __Pyx_PyInt_AsUnsignedInt(values[6]); if (unlikely((__pyx_v_max_nonterminals == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_max_nonterminals = ((unsigned int)2);
+ }
+ __pyx_v_max_target_chunks = values[7];
+ __pyx_v_max_target_length = values[8];
+ if (values[9]) {
+ __pyx_v_min_gap_size = __Pyx_PyInt_AsUnsignedInt(values[9]); if (unlikely((__pyx_v_min_gap_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_min_gap_size = ((unsigned int)2);
+ }
+ __pyx_v_precompute_file = values[10];
+ if (values[11]) {
+ __pyx_v_precompute_secondary_rank = __Pyx_PyInt_AsUnsignedInt(values[11]); if (unlikely((__pyx_v_precompute_secondary_rank == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_precompute_secondary_rank = ((unsigned int)20);
+ }
+ if (values[12]) {
+ __pyx_v_precompute_rank = __Pyx_PyInt_AsUnsignedInt(values[12]); if (unlikely((__pyx_v_precompute_rank == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_precompute_rank = ((unsigned int)100);
+ }
+ if (values[13]) {
+ __pyx_v_require_aligned_terminal = __Pyx_PyObject_IsTrue(values[13]); if (unlikely((__pyx_v_require_aligned_terminal == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 316; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":316
+ * 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,
+ */
+ __pyx_v_require_aligned_terminal = ((int)1);
+ }
+ if (values[14]) {
+ __pyx_v_require_aligned_chunks = __Pyx_PyObject_IsTrue(values[14]); if (unlikely((__pyx_v_require_aligned_chunks == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":318
+ * 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,
+ */
+ __pyx_v_require_aligned_chunks = ((int)0);
+ }
+ if (values[15]) {
+ __pyx_v_train_max_initial_size = __Pyx_PyInt_AsUnsignedInt(values[15]); if (unlikely((__pyx_v_train_max_initial_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 320; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_train_max_initial_size = ((unsigned int)10);
+ }
+ if (values[16]) {
+ __pyx_v_train_min_gap_size = __Pyx_PyInt_AsUnsignedInt(values[16]); if (unlikely((__pyx_v_train_min_gap_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+ __pyx_v_train_min_gap_size = ((unsigned int)2);
+ }
+ if (values[17]) {
+ __pyx_v_tight_phrases = __Pyx_PyObject_IsTrue(values[17]); if (unlikely((__pyx_v_tight_phrases == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":324
+ * 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,
+ */
+ __pyx_v_tight_phrases = ((int)1);
+ }
+ if (values[18]) {
+ __pyx_v_use_baeza_yates = __Pyx_PyObject_IsTrue(values[18]); if (unlikely((__pyx_v_use_baeza_yates == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 326; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":326
+ * 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,
+ */
+ __pyx_v_use_baeza_yates = ((int)1);
+ }
+ if (values[19]) {
+ __pyx_v_use_collocations = __Pyx_PyObject_IsTrue(values[19]); if (unlikely((__pyx_v_use_collocations == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":328
+ * 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):
+ */
+ __pyx_v_use_collocations = ((int)1);
+ }
+ if (values[20]) {
+ __pyx_v_use_index = __Pyx_PyObject_IsTrue(values[20]); if (unlikely((__pyx_v_use_index == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ } else {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":330
+ * 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
+ */
+ __pyx_v_use_index = ((int)1);
+ }
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 1, 21, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_alignment), __pyx_ptype_3_sa_Alignment, 1, "alignment", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory___cinit__(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_alignment, __pyx_v_by_slack_factor, __pyx_v_category, __pyx_v_max_chunks, __pyx_v_max_initial_size, __pyx_v_max_length, __pyx_v_max_nonterminals, __pyx_v_max_target_chunks, __pyx_v_max_target_length, __pyx_v_min_gap_size, __pyx_v_precompute_file, __pyx_v_precompute_secondary_rank, __pyx_v_precompute_rank, __pyx_v_require_aligned_terminal, __pyx_v_require_aligned_chunks, __pyx_v_train_max_initial_size, __pyx_v_train_min_gap_size, __pyx_v_tight_phrases, __pyx_v_use_baeza_yates, __pyx_v_use_collocations, __pyx_v_use_index);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___lambda1(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_9__cinit___lambda1 = {__Pyx_NAMESTR("lambda1"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___lambda1, METH_NOARGS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___lambda1(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda1 (wrapper)", 0);
+ __pyx_r = __pyx_lambda_funcdef_lambda1(__pyx_self);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":406
+ * self.phrases_f = defaultdict(int)
+ * self.phrases_e = defaultdict(int)
+ * self.phrases_fe = defaultdict(lambda: defaultdict(int)) # <<<<<<<<<<<<<<
+ * self.phrases_al = defaultdict(lambda: defaultdict(tuple))
+ *
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda1", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.__cinit__.lambda1", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___1lambda2(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_9__cinit___1lambda2 = {__Pyx_NAMESTR("lambda2"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___1lambda2, METH_NOARGS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___1lambda2(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda2 (wrapper)", 0);
+ __pyx_r = __pyx_lambda_funcdef_lambda2(__pyx_self);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":407
+ * self.phrases_e = defaultdict(int)
+ * self.phrases_fe = defaultdict(lambda: defaultdict(int))
+ * self.phrases_al = defaultdict(lambda: defaultdict(tuple)) # <<<<<<<<<<<<<<
+ *
+ * # Bilexical counts
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda2(CYTHON_UNUSED PyObject *__pyx_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda2", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyTuple_Type))));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)((PyObject*)(&PyTuple_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyTuple_Type))));
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.__cinit__.lambda2", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___2lambda3(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_9__cinit___2lambda3 = {__Pyx_NAMESTR("lambda3"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___2lambda3, METH_NOARGS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9__cinit___2lambda3(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda3 (wrapper)", 0);
+ __pyx_r = __pyx_lambda_funcdef_lambda3(__pyx_self);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":412
+ * self.bilex_f = defaultdict(int)
+ * self.bilex_e = defaultdict(int)
+ * self.bilex_fe = defaultdict(lambda: defaultdict(int)) # <<<<<<<<<<<<<<
+ *
+ * def configure(self, SuffixArray fsarray, DataArray edarray,
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda3(CYTHON_UNUSED PyObject *__pyx_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda3", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.__cinit__.lambda3", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":288
+ * cdef bilex_fe
+ *
+ * def __cinit__(self, # <<<<<<<<<<<<<<
+ * # compiled alignment object (REQUIRED)
+ * Alignment alignment,
+ */
+
+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) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":336
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_TrieTable)), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->rules);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->rules));
+ __pyx_v_self->rules = ((struct __pyx_obj_3_sa_TrieTable *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":337
+ * 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")
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_PhraseLocation)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__phrase_location), __pyx_t_2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->rules->root);
+ __Pyx_DECREF(__pyx_v_self->rules->root);
+ __pyx_v_self->rules->root = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":338
+ * 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
+ */
+ __pyx_t_3 = (((PyObject *)__pyx_v_alignment) == Py_None);
+ __pyx_t_4 = (__pyx_t_3 != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":339
+ * self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+ * if alignment is None:
+ * raise Exception("Must specify an alignment object") # <<<<<<<<<<<<<<
+ * self.alignment = alignment
+ *
+ */
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_109), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_Raise(__pyx_t_2, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":340
+ * if alignment is None:
+ * raise Exception("Must specify an alignment object")
+ * self.alignment = alignment # <<<<<<<<<<<<<<
+ *
+ * # grammar parameters and settings
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_alignment));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_alignment));
+ __Pyx_GOTREF(__pyx_v_self->alignment);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->alignment));
+ __pyx_v_self->alignment = __pyx_v_alignment;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":344
+ * # 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
+ */
+ __pyx_v_self->max_length = __pyx_v_max_length;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":345
+ * # 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
+ */
+ __pyx_v_self->max_nonterminals = __pyx_v_max_nonterminals;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":346
+ * 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
+ */
+ __pyx_v_self->max_initial_size = __pyx_v_max_initial_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":347
+ * 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
+ */
+ __pyx_v_self->train_max_initial_size = __pyx_v_train_max_initial_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":348
+ * 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)
+ */
+ __pyx_v_self->min_gap_size = __pyx_v_min_gap_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":349
+ * 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)
+ *
+ */
+ __pyx_v_self->train_min_gap_size = __pyx_v_train_min_gap_size;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":350
+ * 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:
+ */
+ __pyx_v_self->category = __pyx_f_3_sa_sym_fromstring(__pyx_v_category, 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":352
+ * self.category = sym_fromstring(category, False)
+ *
+ * if max_chunks is None: # <<<<<<<<<<<<<<
+ * self.max_chunks = self.max_nonterminals + 1
+ * else:
+ */
+ __pyx_t_4 = (__pyx_v_max_chunks == Py_None);
+ __pyx_t_3 = (__pyx_t_4 != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":353
+ *
+ * if max_chunks is None:
+ * self.max_chunks = self.max_nonterminals + 1 # <<<<<<<<<<<<<<
+ * else:
+ * self.max_chunks = max_chunks
+ */
+ __pyx_v_self->max_chunks = (__pyx_v_self->max_nonterminals + 1);
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":355
+ * self.max_chunks = self.max_nonterminals + 1
+ * else:
+ * self.max_chunks = max_chunks # <<<<<<<<<<<<<<
+ *
+ * if max_target_chunks is None:
+ */
+ __pyx_t_5 = __Pyx_PyInt_AsInt(__pyx_v_max_chunks); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->max_chunks = __pyx_t_5;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":357
+ * self.max_chunks = max_chunks
+ *
+ * if max_target_chunks is None: # <<<<<<<<<<<<<<
+ * self.max_target_chunks = self.max_nonterminals + 1
+ * else:
+ */
+ __pyx_t_3 = (__pyx_v_max_target_chunks == Py_None);
+ __pyx_t_4 = (__pyx_t_3 != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":358
+ *
+ * if max_target_chunks is None:
+ * self.max_target_chunks = self.max_nonterminals + 1 # <<<<<<<<<<<<<<
+ * else:
+ * self.max_target_chunks = max_target_chunks
+ */
+ __pyx_v_self->max_target_chunks = (__pyx_v_self->max_nonterminals + 1);
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":360
+ * self.max_target_chunks = self.max_nonterminals + 1
+ * else:
+ * self.max_target_chunks = max_target_chunks # <<<<<<<<<<<<<<
+ *
+ * if max_target_length is None:
+ */
+ __pyx_t_5 = __Pyx_PyInt_AsInt(__pyx_v_max_target_chunks); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->max_target_chunks = __pyx_t_5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":362
+ * self.max_target_chunks = max_target_chunks
+ *
+ * if max_target_length is None: # <<<<<<<<<<<<<<
+ * self.max_target_length = max_initial_size
+ * else:
+ */
+ __pyx_t_4 = (__pyx_v_max_target_length == Py_None);
+ __pyx_t_3 = (__pyx_t_4 != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":363
+ *
+ * if max_target_length is None:
+ * self.max_target_length = max_initial_size # <<<<<<<<<<<<<<
+ * else:
+ * self.max_target_length = max_target_length
+ */
+ __pyx_v_self->max_target_length = __pyx_v_max_initial_size;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":365
+ * self.max_target_length = max_initial_size
+ * else:
+ * self.max_target_length = max_target_length # <<<<<<<<<<<<<<
+ *
+ * # algorithmic parameters and settings
+ */
+ __pyx_t_5 = __Pyx_PyInt_AsInt(__pyx_v_max_target_length); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_self->max_target_length = __pyx_t_5;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":368
+ *
+ * # algorithmic parameters and settings
+ * self.precomputed_collocations = {} # <<<<<<<<<<<<<<
+ * self.precomputed_index = {}
+ * self.use_index = use_index
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __Pyx_GOTREF(__pyx_v_self->precomputed_collocations);
+ __Pyx_DECREF(__pyx_v_self->precomputed_collocations);
+ __pyx_v_self->precomputed_collocations = ((PyObject *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":369
+ * # algorithmic parameters and settings
+ * self.precomputed_collocations = {}
+ * self.precomputed_index = {} # <<<<<<<<<<<<<<
+ * self.use_index = use_index
+ * self.use_collocations = use_collocations
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __Pyx_GOTREF(__pyx_v_self->precomputed_index);
+ __Pyx_DECREF(__pyx_v_self->precomputed_index);
+ __pyx_v_self->precomputed_index = ((PyObject *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":370
+ * self.precomputed_collocations = {}
+ * self.precomputed_index = {}
+ * self.use_index = use_index # <<<<<<<<<<<<<<
+ * self.use_collocations = use_collocations
+ * self.max_rank = {}
+ */
+ __pyx_v_self->use_index = __pyx_v_use_index;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":371
+ * self.precomputed_index = {}
+ * self.use_index = use_index
+ * self.use_collocations = use_collocations # <<<<<<<<<<<<<<
+ * self.max_rank = {}
+ * self.precompute_file = precompute_file
+ */
+ __pyx_v_self->use_collocations = __pyx_v_use_collocations;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":372
+ * self.use_index = use_index
+ * self.use_collocations = use_collocations
+ * self.max_rank = {} # <<<<<<<<<<<<<<
+ * self.precompute_file = precompute_file
+ * self.precompute_rank = precompute_rank
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_2));
+ __Pyx_GOTREF(__pyx_v_self->max_rank);
+ __Pyx_DECREF(__pyx_v_self->max_rank);
+ __pyx_v_self->max_rank = ((PyObject *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":373
+ * 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
+ */
+ __Pyx_INCREF(__pyx_v_precompute_file);
+ __Pyx_GIVEREF(__pyx_v_precompute_file);
+ __Pyx_GOTREF(__pyx_v_self->precompute_file);
+ __Pyx_DECREF(__pyx_v_self->precompute_file);
+ __pyx_v_self->precompute_file = __pyx_v_precompute_file;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":374
+ * 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
+ */
+ __pyx_v_self->precompute_rank = __pyx_v_precompute_rank;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":375
+ * 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
+ */
+ __pyx_v_self->precompute_secondary_rank = __pyx_v_precompute_secondary_rank;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":376
+ * 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
+ */
+ __pyx_v_self->use_baeza_yates = __pyx_v_use_baeza_yates;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":377
+ * 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
+ *
+ */
+ __pyx_v_self->by_slack_factor = __pyx_v_by_slack_factor;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":378
+ * self.use_baeza_yates = use_baeza_yates
+ * self.by_slack_factor = by_slack_factor
+ * self.tight_phrases = tight_phrases # <<<<<<<<<<<<<<
+ *
+ * if require_aligned_chunks:
+ */
+ __pyx_v_self->tight_phrases = __pyx_v_tight_phrases;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":380
+ * 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
+ */
+ __pyx_t_3 = (__pyx_v_require_aligned_chunks != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":382
+ * 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
+ */
+ __pyx_v_self->require_aligned_chunks = 1;
+ __pyx_v_self->require_aligned_terminal = 1;
+ goto __pyx_L7;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":383
+ * # 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
+ */
+ __pyx_t_3 = (__pyx_v_require_aligned_terminal != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":384
+ * self.require_aligned_chunks = self.require_aligned_terminal = True
+ * elif require_aligned_terminal:
+ * self.require_aligned_chunks = False # <<<<<<<<<<<<<<
+ * self.require_aligned_terminal = True
+ * else:
+ */
+ __pyx_v_self->require_aligned_chunks = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":385
+ * elif require_aligned_terminal:
+ * self.require_aligned_chunks = False
+ * self.require_aligned_terminal = True # <<<<<<<<<<<<<<
+ * else:
+ * self.require_aligned_chunks = self.require_aligned_terminal = False
+ */
+ __pyx_v_self->require_aligned_terminal = 1;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":387
+ * self.require_aligned_terminal = True
+ * else:
+ * self.require_aligned_chunks = self.require_aligned_terminal = False # <<<<<<<<<<<<<<
+ *
+ * # diagnostics
+ */
+ __pyx_v_self->require_aligned_chunks = 0;
+ __pyx_v_self->require_aligned_terminal = 0;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":390
+ *
+ * # diagnostics
+ * self.prev_norm_prefix = () # <<<<<<<<<<<<<<
+ *
+ * self.findexes = IntList(initial_len=10)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __Pyx_GIVEREF(((PyObject *)__pyx_empty_tuple));
+ __Pyx_GOTREF(__pyx_v_self->prev_norm_prefix);
+ __Pyx_DECREF(__pyx_v_self->prev_norm_prefix);
+ __pyx_v_self->prev_norm_prefix = ((PyObject *)__pyx_empty_tuple);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":392
+ * self.prev_norm_prefix = ()
+ *
+ * self.findexes = IntList(initial_len=10) # <<<<<<<<<<<<<<
+ * self.findexes1 = IntList(initial_len=10)
+ *
+ */
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__initial_len), __pyx_int_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->findexes);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->findexes));
+ __pyx_v_self->findexes = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":393
+ *
+ * self.findexes = IntList(initial_len=10)
+ * self.findexes1 = IntList(initial_len=10) # <<<<<<<<<<<<<<
+ *
+ * # Online stats
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_int_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->findexes1);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->findexes1));
+ __pyx_v_self->findexes1 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":398
+ *
+ * # True after data is added
+ * self.online = False # <<<<<<<<<<<<<<
+ *
+ * # Keep track of everything that can be sampled:
+ */
+ __pyx_v_self->online = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":401
+ *
+ * # Keep track of everything that can be sampled:
+ * self.samples_f = defaultdict(int) # <<<<<<<<<<<<<<
+ *
+ * # Phrase counts
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_GOTREF(__pyx_v_self->samples_f);
+ __Pyx_DECREF(__pyx_v_self->samples_f);
+ __pyx_v_self->samples_f = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":404
+ *
+ * # Phrase counts
+ * self.phrases_f = defaultdict(int) # <<<<<<<<<<<<<<
+ * self.phrases_e = defaultdict(int)
+ * self.phrases_fe = defaultdict(lambda: defaultdict(int))
+ */
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_2 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->phrases_f);
+ __Pyx_DECREF(__pyx_v_self->phrases_f);
+ __pyx_v_self->phrases_f = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":405
+ * # 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))
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_GOTREF(__pyx_v_self->phrases_e);
+ __Pyx_DECREF(__pyx_v_self->phrases_e);
+ __pyx_v_self->phrases_e = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":406
+ * self.phrases_f = defaultdict(int)
+ * self.phrases_e = defaultdict(int)
+ * self.phrases_fe = defaultdict(lambda: defaultdict(int)) # <<<<<<<<<<<<<<
+ * self.phrases_al = defaultdict(lambda: defaultdict(tuple))
+ *
+ */
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_9__cinit___lambda1, 0, __pyx_n_s_110, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->phrases_fe);
+ __Pyx_DECREF(__pyx_v_self->phrases_fe);
+ __pyx_v_self->phrases_fe = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":407
+ * self.phrases_e = defaultdict(int)
+ * self.phrases_fe = defaultdict(lambda: defaultdict(int))
+ * self.phrases_al = defaultdict(lambda: defaultdict(tuple)) # <<<<<<<<<<<<<<
+ *
+ * # Bilexical counts
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_9__cinit___1lambda2, 0, __pyx_n_s_110, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->phrases_al);
+ __Pyx_DECREF(__pyx_v_self->phrases_al);
+ __pyx_v_self->phrases_al = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":410
+ *
+ * # Bilexical counts
+ * self.bilex_f = defaultdict(int) # <<<<<<<<<<<<<<
+ * self.bilex_e = defaultdict(int)
+ * self.bilex_fe = defaultdict(lambda: defaultdict(int))
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->bilex_f);
+ __Pyx_DECREF(__pyx_v_self->bilex_f);
+ __pyx_v_self->bilex_f = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":411
+ * # Bilexical counts
+ * self.bilex_f = defaultdict(int)
+ * self.bilex_e = defaultdict(int) # <<<<<<<<<<<<<<
+ * self.bilex_fe = defaultdict(lambda: defaultdict(int))
+ *
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)((PyObject*)(&PyInt_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyInt_Type))));
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->bilex_e);
+ __Pyx_DECREF(__pyx_v_self->bilex_e);
+ __pyx_v_self->bilex_e = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":412
+ * self.bilex_f = defaultdict(int)
+ * self.bilex_e = defaultdict(int)
+ * self.bilex_fe = defaultdict(lambda: defaultdict(int)) # <<<<<<<<<<<<<<
+ *
+ * def configure(self, SuffixArray fsarray, DataArray edarray,
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_6 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_9__cinit___2lambda3, 0, __pyx_n_s_110, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_GOTREF(__pyx_v_self->bilex_fe);
+ __Pyx_DECREF(__pyx_v_self->bilex_fe);
+ __pyx_v_self->bilex_fe = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static char __pyx_doc_3_sa_23HieroCachingRuleFactory_2configure[] = "This gives the RuleFactory access to the Context object.\n Here we also use it to precompute the most expensive intersections\n in the corpus quickly.";
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ struct __pyx_obj_3_sa_SuffixArray *__pyx_v_fsarray = 0;
+ struct __pyx_obj_3_sa_DataArray *__pyx_v_edarray = 0;
+ struct __pyx_obj_3_sa_Sampler *__pyx_v_sampler = 0;
+ struct __pyx_obj_3_sa_Scorer *__pyx_v_scorer = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("configure (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__fsarray,&__pyx_n_s__edarray,&__pyx_n_s__sampler,&__pyx_n_s__scorer,0};
+ PyObject* values[4] = {0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fsarray)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__edarray)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("configure", 1, 4, 4, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sampler)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("configure", 1, 4, 4, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scorer)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("configure", 1, 4, 4, 3); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "configure") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 4) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ }
+ __pyx_v_fsarray = ((struct __pyx_obj_3_sa_SuffixArray *)values[0]);
+ __pyx_v_edarray = ((struct __pyx_obj_3_sa_DataArray *)values[1]);
+ __pyx_v_sampler = ((struct __pyx_obj_3_sa_Sampler *)values[2]);
+ __pyx_v_scorer = ((struct __pyx_obj_3_sa_Scorer *)values[3]);
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("configure", 1, 4, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.configure", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_fsarray), __pyx_ptype_3_sa_SuffixArray, 1, "fsarray", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_edarray), __pyx_ptype_3_sa_DataArray, 1, "edarray", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sampler), __pyx_ptype_3_sa_Sampler, 1, "sampler", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_scorer), __pyx_ptype_3_sa_Scorer, 1, "scorer", 0))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_2configure(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_fsarray, __pyx_v_edarray, __pyx_v_sampler, __pyx_v_scorer);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":414
+ * 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.
+ */
+
+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) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("configure", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":419
+ * 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
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_fsarray));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fsarray));
+ __Pyx_GOTREF(__pyx_v_self->fsa);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->fsa));
+ __pyx_v_self->fsa = __pyx_v_fsarray;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":420
+ * in the corpus quickly.'''
+ * self.fsa = fsarray
+ * self.fda = fsarray.darray # <<<<<<<<<<<<<<
+ * self.eda = edarray
+ * self.fid2symid = self.set_idmap(self.fda)
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_fsarray->darray);
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->fda);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->fda));
+ __pyx_v_self->fda = ((struct __pyx_obj_3_sa_DataArray *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":421
+ * self.fsa = fsarray
+ * self.fda = fsarray.darray
+ * self.eda = edarray # <<<<<<<<<<<<<<
+ * self.fid2symid = self.set_idmap(self.fda)
+ * self.eid2symid = self.set_idmap(self.eda)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_edarray));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_edarray));
+ __Pyx_GOTREF(__pyx_v_self->eda);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->eda));
+ __pyx_v_self->eda = __pyx_v_edarray;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":422
+ * self.fda = fsarray.darray
+ * self.eda = edarray
+ * self.fid2symid = self.set_idmap(self.fda) # <<<<<<<<<<<<<<
+ * self.eid2symid = self.set_idmap(self.eda)
+ * self.precompute()
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_self->fda);
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->set_idmap(__pyx_v_self, ((struct __pyx_obj_3_sa_DataArray *)__pyx_t_1)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->fid2symid);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->fid2symid));
+ __pyx_v_self->fid2symid = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":423
+ * self.eda = edarray
+ * self.fid2symid = self.set_idmap(self.fda)
+ * self.eid2symid = self.set_idmap(self.eda) # <<<<<<<<<<<<<<
+ * self.precompute()
+ * self.sampler = sampler
+ */
+ __pyx_t_2 = ((PyObject *)__pyx_v_self->eda);
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->set_idmap(__pyx_v_self, ((struct __pyx_obj_3_sa_DataArray *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_v_self->eid2symid);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->eid2symid));
+ __pyx_v_self->eid2symid = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":424
+ * self.fid2symid = self.set_idmap(self.fda)
+ * self.eid2symid = self.set_idmap(self.eda)
+ * self.precompute() # <<<<<<<<<<<<<<
+ * self.sampler = sampler
+ * self.scorer = scorer
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__precompute); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":425
+ * self.eid2symid = self.set_idmap(self.eda)
+ * self.precompute()
+ * self.sampler = sampler # <<<<<<<<<<<<<<
+ * self.scorer = scorer
+ *
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_sampler));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_sampler));
+ __Pyx_GOTREF(__pyx_v_self->sampler);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->sampler));
+ __pyx_v_self->sampler = __pyx_v_sampler;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":426
+ * self.precompute()
+ * self.sampler = sampler
+ * self.scorer = scorer # <<<<<<<<<<<<<<
+ *
+ * cdef set_idmap(self, DataArray darray):
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_v_scorer));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_scorer));
+ __Pyx_GOTREF(__pyx_v_self->scorer);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->scorer));
+ __pyx_v_self->scorer = __pyx_v_scorer;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.configure", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":428
+ * self.scorer = scorer
+ *
+ * cdef set_idmap(self, DataArray darray): # <<<<<<<<<<<<<<
+ * cdef int word_id, new_word_id, N
+ * cdef IntList idmap
+ */
+
+static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_set_idmap(CYTHON_UNUSED struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_DataArray *__pyx_v_darray) {
+ int __pyx_v_word_id;
+ int __pyx_v_new_word_id;
+ int __pyx_v_N;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_idmap = 0;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ char *__pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("set_idmap", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":432
+ * cdef IntList idmap
+ *
+ * N = len(darray.id2word) # <<<<<<<<<<<<<<
+ * idmap = IntList(initial_len=N)
+ * for word_id from 0 <= word_id < N:
+ */
+ __pyx_t_1 = __pyx_v_darray->id2word;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_N = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":433
+ *
+ * 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)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 433; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_N); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 433; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 433; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 433; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_v_idmap = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":434
+ * 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
+ */
+ __pyx_t_4 = __pyx_v_N;
+ for (__pyx_v_word_id = 0; __pyx_v_word_id < __pyx_t_4; __pyx_v_word_id++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":435
+ * 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
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_darray->id2word, __pyx_v_word_id, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = __Pyx_PyObject_AsString(__pyx_t_3); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_new_word_id = __pyx_f_3_sa_sym_fromstring(__pyx_t_5, 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":436
+ * 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
+ *
+ */
+ (__pyx_v_idmap->arr[__pyx_v_word_id]) = __pyx_v_new_word_id;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":437
+ * new_word_id = sym_fromstring(darray.id2word[word_id], True)
+ * idmap.arr[word_id] = new_word_id
+ * return idmap # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_idmap));
+ __pyx_r = ((PyObject *)__pyx_v_idmap);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.set_idmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_idmap);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("pattern2phrase (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), ((PyObject *)__pyx_v_pattern));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":440
+ *
+ *
+ * def pattern2phrase(self, pattern): # <<<<<<<<<<<<<<
+ * # pattern is a tuple, which we must convert to a hiero Phrase
+ * result = ()
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_v_arity = NULL;
+ PyObject *__pyx_v_word_id = NULL;
+ int __pyx_v_new_id;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ char *__pyx_t_7;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("pattern2phrase", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":442
+ * def pattern2phrase(self, pattern):
+ * # pattern is a tuple, which we must convert to a hiero Phrase
+ * result = () # <<<<<<<<<<<<<<
+ * arity = 0
+ * for word_id in pattern:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __pyx_v_result = __pyx_empty_tuple;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":443
+ * # pattern is a tuple, which we must convert to a hiero Phrase
+ * result = ()
+ * arity = 0 # <<<<<<<<<<<<<<
+ * for word_id in pattern:
+ * if word_id == -1:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_arity = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":444
+ * result = ()
+ * arity = 0
+ * for word_id in pattern: # <<<<<<<<<<<<<<
+ * if word_id == -1:
+ * arity = arity + 1
+ */
+ if (PyList_CheckExact(__pyx_v_pattern) || PyTuple_CheckExact(__pyx_v_pattern)) {
+ __pyx_t_1 = __pyx_v_pattern; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_pattern); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __pyx_v_word_id = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":445
+ * arity = 0
+ * for word_id in pattern:
+ * if word_id == -1: # <<<<<<<<<<<<<<
+ * arity = arity + 1
+ * new_id = sym_setindex(self.category, arity)
+ */
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_word_id, __pyx_int_neg_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":446
+ * for word_id in pattern:
+ * if word_id == -1:
+ * arity = arity + 1 # <<<<<<<<<<<<<<
+ * new_id = sym_setindex(self.category, arity)
+ * else:
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_arity, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_v_arity);
+ __pyx_v_arity = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":447
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_arity); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_new_id = __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_t_6);
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":449
+ * 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)
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_self->fda->id2word, __pyx_v_word_id); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_7 = __Pyx_PyObject_AsString(__pyx_t_4); if (unlikely((!__pyx_t_7) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_new_id = __pyx_f_3_sa_sym_fromstring(__pyx_t_7, 1);
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":450
+ * else:
+ * new_id = sym_fromstring(self.fda.id2word[word_id], True)
+ * result = result + (new_id,) # <<<<<<<<<<<<<<
+ * return Phrase(result)
+ *
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_new_id); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_v_result), ((PyObject *)__pyx_t_8)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 450; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((PyObject*)__pyx_t_4);
+ __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":451
+ * new_id = sym_fromstring(self.fda.id2word[word_id], True)
+ * result = result + (new_id,)
+ * return Phrase(result) # <<<<<<<<<<<<<<
+ *
+ * def pattern2phrase_plus(self, pattern):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_result));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.pattern2phrase", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XDECREF(__pyx_v_arity);
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus(PyObject *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("pattern2phrase_plus (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), ((PyObject *)__pyx_v_pattern));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":453
+ * return Phrase(result)
+ *
+ * def pattern2phrase_plus(self, pattern): # <<<<<<<<<<<<<<
+ * # returns a list containing both the pattern, and pattern
+ * # suffixed/prefixed with the NT category.
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern) {
+ PyObject *__pyx_v_patterns = NULL;
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_v_arity = NULL;
+ PyObject *__pyx_v_word_id = NULL;
+ int __pyx_v_new_id;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ char *__pyx_t_7;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("pattern2phrase_plus", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":456
+ * # returns a list containing both the pattern, and pattern
+ * # suffixed/prefixed with the NT category.
+ * patterns = [] # <<<<<<<<<<<<<<
+ * result = ()
+ * arity = 0
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_patterns = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":457
+ * # suffixed/prefixed with the NT category.
+ * patterns = []
+ * result = () # <<<<<<<<<<<<<<
+ * arity = 0
+ * for word_id in pattern:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ __pyx_v_result = __pyx_empty_tuple;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":458
+ * patterns = []
+ * result = ()
+ * arity = 0 # <<<<<<<<<<<<<<
+ * for word_id in pattern:
+ * if word_id == -1:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_arity = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":459
+ * result = ()
+ * arity = 0
+ * for word_id in pattern: # <<<<<<<<<<<<<<
+ * if word_id == -1:
+ * arity = arity + 1
+ */
+ if (PyList_CheckExact(__pyx_v_pattern) || PyTuple_CheckExact(__pyx_v_pattern)) {
+ __pyx_t_1 = __pyx_v_pattern; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_pattern); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __pyx_v_word_id = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":460
+ * arity = 0
+ * for word_id in pattern:
+ * if word_id == -1: # <<<<<<<<<<<<<<
+ * arity = arity + 1
+ * new_id = sym_setindex(self.category, arity)
+ */
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_word_id, __pyx_int_neg_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":461
+ * for word_id in pattern:
+ * if word_id == -1:
+ * arity = arity + 1 # <<<<<<<<<<<<<<
+ * new_id = sym_setindex(self.category, arity)
+ * else:
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_arity, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 461; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_v_arity);
+ __pyx_v_arity = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":462
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_arity); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_new_id = __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_t_6);
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":464
+ * 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))
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_self->fda->id2word, __pyx_v_word_id); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_7 = __Pyx_PyObject_AsString(__pyx_t_4); if (unlikely((!__pyx_t_7) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_new_id = __pyx_f_3_sa_sym_fromstring(__pyx_t_7, 1);
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":465
+ * 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),)))
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_new_id); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 465; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 465; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_v_result), ((PyObject *)__pyx_t_8)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 465; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((PyObject*)__pyx_t_4);
+ __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":466
+ * 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))
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_result));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_patterns, __pyx_t_4); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 466; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":467
+ * 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
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, 1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_v_result), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_4));
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_patterns, __pyx_t_4); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":468
+ * patterns.append(Phrase(result))
+ * patterns.append(Phrase(result + (sym_setindex(self.category, 1),)))
+ * patterns.append(Phrase((sym_setindex(self.category, 1),) + result)) # <<<<<<<<<<<<<<
+ * return patterns
+ *
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, 1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_t_1), ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_4));
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_patterns, __pyx_t_4); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":469
+ * patterns.append(Phrase(result + (sym_setindex(self.category, 1),)))
+ * patterns.append(Phrase((sym_setindex(self.category, 1),) + result))
+ * return patterns # <<<<<<<<<<<<<<
+ *
+ * def precompute(self):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_patterns));
+ __pyx_r = ((PyObject *)__pyx_v_patterns);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.pattern2phrase_plus", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_patterns);
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XDECREF(__pyx_v_arity);
+ __Pyx_XDECREF(__pyx_v_word_id);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("precompute (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":471
+ * return patterns
+ *
+ * def precompute(self): # <<<<<<<<<<<<<<
+ * cdef Precomputation pre
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self) {
+ struct __pyx_obj_3_sa_Precomputation *__pyx_v_pre = 0;
+ PyObject *__pyx_v_start_time = NULL;
+ PyObject *__pyx_v_pattern = NULL;
+ PyObject *__pyx_v_arr = NULL;
+ PyObject *__pyx_v_phrases = NULL;
+ PyObject *__pyx_v_phrase = NULL;
+ PyObject *__pyx_v_stop_time = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ Py_ssize_t __pyx_t_7;
+ Py_ssize_t __pyx_t_8;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ Py_ssize_t __pyx_t_11;
+ PyObject *(*__pyx_t_12)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("precompute", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":474
+ * 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)
+ */
+ __pyx_t_1 = (__pyx_v_self->precompute_file != Py_None);
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":475
+ *
+ * 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)
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_start_time = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":476
+ * 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
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_111));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_111));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_111));
+ __Pyx_INCREF(__pyx_v_self->precompute_file);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_self->precompute_file);
+ __Pyx_GIVEREF(__pyx_v_self->precompute_file);
+ __pyx_t_5 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":477
+ * 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:
+ */
+ __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 477; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__from_binary), __pyx_v_self->precompute_file) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 477; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Precomputation)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 477; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_v_pre = ((struct __pyx_obj_3_sa_Precomputation *)__pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":479
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_pre->max_nonterminals != __pyx_v_self->max_nonterminals) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":480
+ * # 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)
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s__warn); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_pre->max_nonterminals); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_self->max_nonterminals); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = PyTuple_New(3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_112));
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_kp_s_112));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_112));
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_6, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_4 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":481
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_pre->max_length != __pyx_v_self->max_length) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":482
+ * 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))
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s__warn); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_pre->max_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_self->max_length); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_113));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_113));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_113));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_3 = 0;
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":483
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_pre->train_max_initial_size != __pyx_v_self->train_max_initial_size) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":484
+ * 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))
+ */
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_pre->train_max_initial_size); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_self->train_max_initial_size); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_5 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_114), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_4));
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_Raise(__pyx_t_4, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 484; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":485
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_pre->train_min_gap_size != __pyx_v_self->train_min_gap_size) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":486
+ * 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))
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_pre->train_min_gap_size); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_self->train_min_gap_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_t_4 = 0;
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_115), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_6));
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_6));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_6));
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __Pyx_Raise(__pyx_t_6, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":487
+ * 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():
+ */
+ __pyx_t_2 = (__pyx_v_self->use_index != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":488
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s__info); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __pyx_v_pre->precomputed_index;
+ __Pyx_INCREF(__pyx_t_6);
+ __pyx_t_7 = PyObject_Length(__pyx_t_6); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyInt_FromSsize_t(__pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_116));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_116));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_116));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":489
+ * 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:
+ */
+ __pyx_t_7 = 0;
+ if (unlikely(__pyx_v_pre->precomputed_index == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "iteritems");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = __Pyx_dict_iterator(__pyx_v_pre->precomputed_index, 0, ((PyObject *)__pyx_n_s__iteritems), (&__pyx_t_8), (&__pyx_t_9)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_6);
+ __pyx_t_6 = __pyx_t_4;
+ __pyx_t_4 = 0;
+ while (1) {
+ __pyx_t_10 = __Pyx_dict_iter_next(__pyx_t_6, __pyx_t_8, &__pyx_t_7, &__pyx_t_4, &__pyx_t_5, NULL, __pyx_t_9);
+ if (unlikely(__pyx_t_10 == 0)) break;
+ if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __pyx_v_pattern = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_v_arr);
+ __pyx_v_arr = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":490
+ * 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
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__pattern2phrase_plus); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_pattern);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_pattern);
+ __Pyx_GIVEREF(__pyx_v_pattern);
+ __pyx_t_3 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_v_phrases);
+ __pyx_v_phrases = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":491
+ * 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:
+ */
+ if (PyList_CheckExact(__pyx_v_phrases) || PyTuple_CheckExact(__pyx_v_phrases)) {
+ __pyx_t_3 = __pyx_v_phrases; __Pyx_INCREF(__pyx_t_3); __pyx_t_11 = 0;
+ __pyx_t_12 = NULL;
+ } else {
+ __pyx_t_11 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_phrases); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_12 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_12 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_11 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_11); __Pyx_INCREF(__pyx_t_4); __pyx_t_11++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_12 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_11 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_11); __Pyx_INCREF(__pyx_t_4); __pyx_t_11++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_12(__pyx_t_3);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_phrase);
+ __pyx_v_phrase = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":492
+ * 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))
+ */
+ if (PyObject_SetItem(__pyx_v_self->precomputed_index, __pyx_v_phrase, __pyx_v_arr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 492; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":493
+ * 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():
+ */
+ __pyx_t_2 = (__pyx_v_self->use_collocations != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":494
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __pyx_v_pre->precomputed_collocations;
+ __Pyx_INCREF(__pyx_t_6);
+ __pyx_t_8 = PyObject_Length(__pyx_t_6); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyInt_FromSsize_t(__pyx_t_8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_117));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_117));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_117));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":495
+ * 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
+ */
+ __pyx_t_8 = 0;
+ if (unlikely(__pyx_v_pre->precomputed_collocations == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "iteritems");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = __Pyx_dict_iterator(__pyx_v_pre->precomputed_collocations, 0, ((PyObject *)__pyx_n_s__iteritems), (&__pyx_t_7), (&__pyx_t_9)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_6);
+ __pyx_t_6 = __pyx_t_4;
+ __pyx_t_4 = 0;
+ while (1) {
+ __pyx_t_10 = __Pyx_dict_iter_next(__pyx_t_6, __pyx_t_7, &__pyx_t_8, &__pyx_t_4, &__pyx_t_3, NULL, __pyx_t_9);
+ if (unlikely(__pyx_t_10 == 0)) break;
+ if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __pyx_v_pattern = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_v_arr);
+ __pyx_v_arr = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":496
+ * 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()
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__pattern2phrase); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_pattern);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_pattern);
+ __Pyx_GIVEREF(__pyx_v_pattern);
+ __pyx_t_5 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_v_phrase);
+ __pyx_v_phrase = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":497
+ * 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)
+ */
+ if (PyObject_SetItem(__pyx_v_self->precomputed_collocations, __pyx_v_phrase, __pyx_v_arr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 497; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ goto __pyx_L13;
+ }
+ __pyx_L13:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":498
+ * phrase = self.pattern2phrase(pattern)
+ * self.precomputed_collocations[phrase] = arr
+ * stop_time = monitor_cpu() # <<<<<<<<<<<<<<
+ * logger.info("Processing precomputations took %f seconds", stop_time - start_time)
+ *
+ */
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_v_stop_time = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":499
+ * self.precomputed_collocations[phrase] = arr
+ * stop_time = monitor_cpu()
+ * logger.info("Processing precomputations took %f seconds", stop_time - start_time) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s__info); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Subtract(__pyx_v_stop_time, __pyx_v_start_time); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_118));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_s_118));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_118));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.precompute", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_pre);
+ __Pyx_XDECREF(__pyx_v_start_time);
+ __Pyx_XDECREF(__pyx_v_pattern);
+ __Pyx_XDECREF(__pyx_v_arr);
+ __Pyx_XDECREF(__pyx_v_phrases);
+ __Pyx_XDECREF(__pyx_v_phrase);
+ __Pyx_XDECREF(__pyx_v_stop_time);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation(PyObject *__pyx_v_self, PyObject *__pyx_v_phrase); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation(PyObject *__pyx_v_self, PyObject *__pyx_v_phrase) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_precomputed_collocation (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), ((PyObject *)__pyx_v_phrase));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":502
+ *
+ *
+ * def get_precomputed_collocation(self, phrase): # <<<<<<<<<<<<<<
+ * if phrase in self.precomputed_collocations:
+ * arr = self.precomputed_collocations[phrase]
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase) {
+ PyObject *__pyx_v_arr = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_precomputed_collocation", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":503
+ *
+ * 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)
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_phrase, __pyx_v_self->precomputed_collocations, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 503; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":504
+ * 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
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->precomputed_collocations, __pyx_v_phrase); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 504; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_arr = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":505
+ * 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
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__arr), __pyx_v_arr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__arr_low), __pyx_int_0) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyObject_Length(__pyx_v_arr); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__arr_high), __pyx_t_5) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_phrase, __pyx_n_s__arity); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Add(__pyx_t_6, __pyx_int_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__num_subpatterns), __pyx_t_5) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_PhraseLocation)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_5;
+ __pyx_t_5 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":506
+ * arr = self.precomputed_collocations[phrase]
+ * return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1)
+ * return None # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_precomputed_collocation", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_arr);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":509
+ *
+ *
+ * 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):
+ */
+
+static int *__pyx_f_3_sa_23HieroCachingRuleFactory_baeza_yates_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;
+ int __pyx_v_i2;
+ int __pyx_v_med1;
+ int __pyx_v_med2;
+ int __pyx_v_med1_plus;
+ int __pyx_v_med1_minus;
+ int __pyx_v_med2_minus;
+ int __pyx_v_med2_plus;
+ int __pyx_v_d_first;
+ int __pyx_v_qsetsize;
+ int __pyx_v_dsetsize;
+ int __pyx_v_tmp;
+ int __pyx_v_search_low;
+ int __pyx_v_search_high;
+ int __pyx_v_med_result_len;
+ int __pyx_v_low_result_len;
+ int __pyx_v_high_result_len;
+ long __pyx_v_comparison;
+ int *__pyx_v_result;
+ int *__pyx_v_low_result;
+ int *__pyx_v_med_result;
+ int *__pyx_v_high_result;
+ struct __pyx_t_3_sa_Matching __pyx_v_loc1;
+ struct __pyx_t_3_sa_Matching __pyx_v_loc2;
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ double __pyx_t_5;
+ double __pyx_t_6;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("baeza_yates_helper", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":522
+ * cdef Matching loc1, loc2
+ *
+ * result = <int*> malloc(0*sizeof(int*)) # <<<<<<<<<<<<<<
+ *
+ * d_first = 0
+ */
+ __pyx_v_result = ((int *)malloc((0 * (sizeof(int *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":524
+ * result = <int*> malloc(0*sizeof(int*))
+ *
+ * d_first = 0 # <<<<<<<<<<<<<<
+ * if high1 - low1 > high2 - low2:
+ * d_first = 1
+ */
+ __pyx_v_d_first = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":525
+ *
+ * d_first = 0
+ * if high1 - low1 > high2 - low2: # <<<<<<<<<<<<<<
+ * d_first = 1
+ *
+ */
+ __pyx_t_1 = (((__pyx_v_high1 - __pyx_v_low1) > (__pyx_v_high2 - __pyx_v_low2)) != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":526
+ * 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
+ */
+ __pyx_v_d_first = 1;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":530
+ * # 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
+ *
+ */
+ __pyx_t_1 = ((__pyx_v_low1 >= __pyx_v_high1) != 0);
+ if (!__pyx_t_1) {
+ __pyx_t_2 = ((__pyx_v_low2 >= __pyx_v_high2) != 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":531
+ * # Case 1: one of the sets is empty
+ * if low1 >= high1 or low2 >= high2:
+ * return result # <<<<<<<<<<<<<<
+ *
+ * # Case 2: sets are non-overlapping
+ */
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":534
+ *
+ * # 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:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, (__pyx_v_high1 - __pyx_v_step1), __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":535
+ * # 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
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_low2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":536
+ * 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
+ *
+ */
+ __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":537
+ * 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)
+ */
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":539
+ * 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:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_low1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":540
+ *
+ * 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
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_high2 - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":541
+ * 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
+ *
+ */
+ __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":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 = <int*> malloc(0*sizeof(int*))
+ * if search_high > search_low:
+ */
+ __pyx_v_med_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":593
+ *
+ * med_result_len = 0
+ * med_result = <int*> malloc(0*sizeof(int*)) # <<<<<<<<<<<<<<
+ * if search_high > search_low:
+ * # Then there is a match for the median element of Q
+ */
+ __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":594
+ * med_result_len = 0
+ * med_result = <int*> malloc(0*sizeof(int*))
+ * if search_high > search_low: # <<<<<<<<<<<<<<
+ * # Then there is a match for the median element of Q
+ * # What we want to find is the group of all bindings in the first set
+ */
+ __pyx_t_3 = ((__pyx_v_search_high > __pyx_v_search_low) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":600
+ * # want to store the bindings for all of those elements. We can
+ * # subsequently throw all of them away.
+ * med2_minus = med2 # <<<<<<<<<<<<<<
+ * med2_plus = med2 + step2
+ * i1 = med1_minus
+ */
+ __pyx_v_med2_minus = __pyx_v_med2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":601
+ * # subsequently throw all of them away.
+ * med2_minus = med2
+ * med2_plus = med2 + step2 # <<<<<<<<<<<<<<
+ * i1 = med1_minus
+ * while i1 < med1_plus:
+ */
+ __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":602
+ * med2_minus = med2
+ * med2_plus = med2 + step2
+ * i1 = med1_minus # <<<<<<<<<<<<<<
+ * while i1 < med1_plus:
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ */
+ __pyx_v_i1 = __pyx_v_med1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":603
+ * med2_plus = med2 + step2
+ * i1 = med1_minus
+ * while i1 < med1_plus: # <<<<<<<<<<<<<<
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * while med2_minus-step2 >= low2:
+ */
+ while (1) {
+ __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_med1_plus) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":604
+ * i1 = med1_minus
+ * while i1 < med1_plus:
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * while med2_minus-step2 >= low2:
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":605
+ * while i1 < med1_plus:
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ */
+ while (1) {
+ __pyx_t_3 = (((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":606
+ * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ * while med2_minus-step2 >= low2:
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ * med2_minus = med2_minus - step2
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":607
+ * while med2_minus-step2 >= low2:
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<<
+ * med2_minus = med2_minus - step2
+ * else:
+ */
+ __pyx_t_3 = ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":608
+ * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<<
+ * else:
+ * break
+ */
+ __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2);
+ goto __pyx_L19;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":610
+ * med2_minus = med2_minus - step2
+ * else:
+ * break # <<<<<<<<<<<<<<
+ * i2 = med2_minus
+ * while i2 < high2:
+ */
+ goto __pyx_L18_break;
+ }
+ __pyx_L19:;
+ }
+ __pyx_L18_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":611
+ * else:
+ * break
+ * i2 = med2_minus # <<<<<<<<<<<<<<
+ * while i2 < high2:
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ */
+ __pyx_v_i2 = __pyx_v_med2_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":612
+ * break
+ * i2 = med2_minus
+ * while i2 < high2: # <<<<<<<<<<<<<<
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ */
+ while (1) {
+ __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0);
+ if (!__pyx_t_3) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":613
+ * i2 = med2_minus
+ * while i2 < high2:
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<<
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ * if comparison == 0:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":614
+ * while i2 < high2:
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<<
+ * if comparison == 0:
+ * pass
+ */
+ __pyx_v_comparison = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":615
+ * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ * if comparison == 0: # <<<<<<<<<<<<<<
+ * pass
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ */
+ __pyx_t_3 = ((__pyx_v_comparison == 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":617
+ * if comparison == 0:
+ * pass
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<<
+ * if comparison == -1:
+ * break
+ */
+ __pyx_v_med_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len));
+ goto __pyx_L22;
+ }
+ __pyx_L22:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":618
+ * pass
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * break
+ * i2 = i2 + step2
+ */
+ __pyx_t_3 = ((__pyx_v_comparison == -1) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":619
+ * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ * if comparison == -1:
+ * break # <<<<<<<<<<<<<<
+ * i2 = i2 + step2
+ * if i2 > med2_plus:
+ */
+ goto __pyx_L21_break;
+ goto __pyx_L23;
+ }
+ __pyx_L23:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":620
+ * if comparison == -1:
+ * break
+ * i2 = i2 + step2 # <<<<<<<<<<<<<<
+ * if i2 > med2_plus:
+ * med2_plus = i2
+ */
+ __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2);
+ }
+ __pyx_L21_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":621
+ * break
+ * i2 = i2 + step2
+ * if i2 > med2_plus: # <<<<<<<<<<<<<<
+ * med2_plus = i2
+ * i1 = i1 + step1
+ */
+ __pyx_t_3 = ((__pyx_v_i2 > __pyx_v_med2_plus) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":622
+ * i2 = i2 + step2
+ * if i2 > med2_plus:
+ * med2_plus = i2 # <<<<<<<<<<<<<<
+ * i1 = i1 + step1
+ *
+ */
+ __pyx_v_med2_plus = __pyx_v_i2;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":623
+ * if i2 > med2_plus:
+ * med2_plus = i2
+ * i1 = i1 + step1 # <<<<<<<<<<<<<<
+ *
+ * tmp = med1_minus
+ */
+ __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":625
+ * i1 = i1 + step1
+ *
+ * tmp = med1_minus # <<<<<<<<<<<<<<
+ * med1_minus = med1_plus
+ * med1_plus = tmp
+ */
+ __pyx_v_tmp = __pyx_v_med1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":626
+ *
+ * tmp = med1_minus
+ * med1_minus = med1_plus # <<<<<<<<<<<<<<
+ * med1_plus = tmp
+ * else:
+ */
+ __pyx_v_med1_minus = __pyx_v_med1_plus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":627
+ * tmp = med1_minus
+ * med1_minus = med1_plus
+ * med1_plus = tmp # <<<<<<<<<<<<<<
+ * else:
+ * # No match; need to figure out the point of division in D and Q
+ */
+ __pyx_v_med1_plus = __pyx_v_tmp;
+ goto __pyx_L14;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":630
+ * else:
+ * # No match; need to figure out the point of division in D and Q
+ * med2_minus = med2 # <<<<<<<<<<<<<<
+ * med2_plus = med2
+ * if d_first:
+ */
+ __pyx_v_med2_minus = __pyx_v_med2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":631
+ * # No match; need to figure out the point of division in D and Q
+ * med2_minus = med2
+ * med2_plus = med2 # <<<<<<<<<<<<<<
+ * if d_first:
+ * med2_minus = med2_minus + step2
+ */
+ __pyx_v_med2_plus = __pyx_v_med2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":632
+ * med2_minus = med2
+ * med2_plus = med2
+ * if d_first: # <<<<<<<<<<<<<<
+ * med2_minus = med2_minus + step2
+ * if comparison == -1:
+ */
+ __pyx_t_3 = (__pyx_v_d_first != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":633
+ * med2_plus = med2
+ * if d_first:
+ * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<<
+ * if comparison == -1:
+ * med1_minus = med1_plus
+ */
+ __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":634
+ * if d_first:
+ * med2_minus = med2_minus + step2
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * med1_minus = med1_plus
+ * if comparison == 1:
+ */
+ __pyx_t_3 = ((__pyx_v_comparison == -1) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":635
+ * med2_minus = med2_minus + step2
+ * if comparison == -1:
+ * med1_minus = med1_plus # <<<<<<<<<<<<<<
+ * if comparison == 1:
+ * med1_plus = med1_minus
+ */
+ __pyx_v_med1_minus = __pyx_v_med1_plus;
+ goto __pyx_L26;
+ }
+ __pyx_L26:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":636
+ * if comparison == -1:
+ * med1_minus = med1_plus
+ * if comparison == 1: # <<<<<<<<<<<<<<
+ * med1_plus = med1_minus
+ * else:
+ */
+ __pyx_t_3 = ((__pyx_v_comparison == 1) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":637
+ * med1_minus = med1_plus
+ * if comparison == 1:
+ * med1_plus = med1_minus # <<<<<<<<<<<<<<
+ * else:
+ * tmp = med1_minus
+ */
+ __pyx_v_med1_plus = __pyx_v_med1_minus;
+ goto __pyx_L27;
+ }
+ __pyx_L27:;
+ goto __pyx_L25;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":639
+ * med1_plus = med1_minus
+ * else:
+ * tmp = med1_minus # <<<<<<<<<<<<<<
+ * med1_minus = med1_plus
+ * med1_plus = tmp
+ */
+ __pyx_v_tmp = __pyx_v_med1_minus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":640
+ * else:
+ * tmp = med1_minus
+ * med1_minus = med1_plus # <<<<<<<<<<<<<<
+ * med1_plus = tmp
+ * if comparison == 1:
+ */
+ __pyx_v_med1_minus = __pyx_v_med1_plus;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":641
+ * tmp = med1_minus
+ * med1_minus = med1_plus
+ * med1_plus = tmp # <<<<<<<<<<<<<<
+ * if comparison == 1:
+ * med2_minus = med2_minus + step2
+ */
+ __pyx_v_med1_plus = __pyx_v_tmp;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":642
+ * med1_minus = med1_plus
+ * med1_plus = tmp
+ * if comparison == 1: # <<<<<<<<<<<<<<
+ * med2_minus = med2_minus + step2
+ * med2_plus = med2_plus + step2
+ */
+ __pyx_t_3 = ((__pyx_v_comparison == 1) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":643
+ * med1_plus = tmp
+ * if comparison == 1:
+ * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<<
+ * med2_plus = med2_plus + step2
+ *
+ */
+ __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":644
+ * if comparison == 1:
+ * med2_minus = med2_minus + step2
+ * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<<
+ *
+ * low_result_len = 0
+ */
+ __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2);
+ goto __pyx_L28;
+ }
+ __pyx_L28:;
+ }
+ __pyx_L25:;
+ }
+ __pyx_L14:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":646
+ * med2_plus = med2_plus + step2
+ *
+ * low_result_len = 0 # <<<<<<<<<<<<<<
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ * high_result_len = 0
+ */
+ __pyx_v_low_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":647
+ *
+ * low_result_len = 0
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<<
+ * high_result_len = 0
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+ */
+ __pyx_v_low_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":648
+ * low_result_len = 0
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ * high_result_len = 0 # <<<<<<<<<<<<<<
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+ *
+ */
+ __pyx_v_high_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":649
+ * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ * high_result_len = 0
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<<
+ *
+ * result = extend_arr(result, result_len, low_result, low_result_len)
+ */
+ __pyx_v_high_result = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":651
+ * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+ *
+ * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<<
+ * result = extend_arr(result, result_len, med_result, med_result_len)
+ * result = extend_arr(result, result_len, high_result, high_result_len)
+ */
+ __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":652
+ *
+ * result = extend_arr(result, result_len, low_result, low_result_len)
+ * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<<
+ * result = extend_arr(result, result_len, high_result, high_result_len)
+ * free(low_result)
+ */
+ __pyx_v_result = __pyx_f_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":653
+ * result = extend_arr(result, result_len, low_result, low_result_len)
+ * result = extend_arr(result, result_len, med_result, med_result_len)
+ * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<<
+ * free(low_result)
+ * free(med_result)
+ */
+ __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;
+ int __pyx_v_i2;
+ int __pyx_v_j1;
+ int __pyx_v_j2;
+ long __pyx_v_comparison;
+ int *__pyx_v_result;
+ struct __pyx_t_3_sa_Matching __pyx_v_loc1;
+ struct __pyx_t_3_sa_Matching __pyx_v_loc2;
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ __Pyx_RefNannySetupContext("merge_helper", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":736
+ * cdef Matching loc1, loc2
+ *
+ * result_len[0] = 0 # <<<<<<<<<<<<<<
+ * result = <int*> malloc(0*sizeof(int))
+ *
+ */
+ (__pyx_v_result_len[0]) = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":737
+ *
+ * result_len[0] = 0
+ * result = <int*> malloc(0*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * i1 = low1
+ */
+ __pyx_v_result = ((int *)malloc((0 * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":739
+ * result = <int*> malloc(0*sizeof(int))
+ *
+ * i1 = low1 # <<<<<<<<<<<<<<
+ * i2 = low2
+ * while i1 < high1 and i2 < high2:
+ */
+ __pyx_v_i1 = __pyx_v_low1;
+
+ /* "/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);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":748
+ * 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
+ */
+ __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2);
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":750
+ * i2 = i2 + step2
+ * else:
+ * break # <<<<<<<<<<<<<<
+ *
+ * # Next: process all loc1's with the same starting val
+ */
+ goto __pyx_L6_break;
+ }
+ __pyx_L7:;
+ }
+ __pyx_L6_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":753
+ *
+ * # 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)
+ */
+ __pyx_v_j1 = __pyx_v_i1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":754
+ * # 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 (1) {
+ __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_high1) != 0);
+ if (__pyx_t_3) {
+ __pyx_t_1 = (((__pyx_v_arr1[__pyx_v_j1]) == (__pyx_v_arr1[__pyx_v_i1])) != 0);
+ __pyx_t_2 = __pyx_t_1;
+ } else {
+ __pyx_t_2 = __pyx_t_3;
+ }
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":755
+ * 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:
+ */
+ __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":756
+ * 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)
+ */
+ __pyx_v_j2 = __pyx_v_i2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":757
+ * 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)
+ */
+ while (1) {
+ __pyx_t_2 = ((__pyx_v_j2 < __pyx_v_high2) != 0);
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":758
+ * 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:
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_j2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":759
+ * 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)
+ */
+ __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":760
+ * 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:
+ */
+ __pyx_t_2 = ((__pyx_v_comparison == 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":761
+ * 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
+ */
+ __pyx_v_result = __pyx_f_3_sa_append_combined_matching(__pyx_v_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, __pyx_v_result_len);
+ goto __pyx_L12;
+ }
+ __pyx_L12:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":762
+ * if comparison == 0:
+ * result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len)
+ * if comparison == 1: # <<<<<<<<<<<<<<
+ * pass
+ * if comparison == -1:
+ */
+ __pyx_t_2 = ((__pyx_v_comparison == 1) != 0);
+ if (__pyx_t_2) {
+ goto __pyx_L13;
+ }
+ __pyx_L13:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":764
+ * if comparison == 1:
+ * pass
+ * if comparison == -1: # <<<<<<<<<<<<<<
+ * break
+ * else:
+ */
+ __pyx_t_2 = ((__pyx_v_comparison == -1) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":765
+ * pass
+ * if comparison == -1:
+ * break # <<<<<<<<<<<<<<
+ * else:
+ * j2 = j2 + step2
+ */
+ goto __pyx_L11_break;
+ goto __pyx_L14;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":767
+ * break
+ * else:
+ * j2 = j2 + step2 # <<<<<<<<<<<<<<
+ * i1 = i1 + step1
+ * return result
+ */
+ __pyx_v_j2 = (__pyx_v_j2 + __pyx_v_step2);
+ }
+ __pyx_L14:;
+ }
+ __pyx_L11_break:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":768
+ * else:
+ * j2 = j2 + step2
+ * i1 = i1 + step1 # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1);
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":769
+ * j2 = j2 + step2
+ * i1 = i1 + step1
+ * return result # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":772
+ *
+ *
+ * cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase): # <<<<<<<<<<<<<<
+ * cdef int i, j
+ * cdef VEB veb
+ */
+
+static void __pyx_f_3_sa_23HieroCachingRuleFactory_sort_phrase_loc(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_IntList *__pyx_v_arr, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_loc, struct __pyx_obj_3_sa_Phrase *__pyx_v_phrase) {
+ int __pyx_v_i;
+ int __pyx_v_j;
+ struct __pyx_obj_3_sa_VEB *__pyx_v_veb = 0;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("sort_phrase_loc", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":777
+ * cdef IntList result
+ *
+ * if phrase in self.precomputed_index: # <<<<<<<<<<<<<<
+ * loc.arr = self.precomputed_index[phrase]
+ * else:
+ */
+ __pyx_t_1 = (__Pyx_PySequence_Contains(((PyObject *)__pyx_v_phrase), __pyx_v_self->precomputed_index, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = (__pyx_t_1 != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":778
+ *
+ * if phrase in self.precomputed_index:
+ * loc.arr = self.precomputed_index[phrase] # <<<<<<<<<<<<<<
+ * else:
+ * loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low)
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_self->precomputed_index, ((PyObject *)__pyx_v_phrase)); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 778; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 778; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_v_loc->arr);
+ __Pyx_DECREF(((PyObject *)__pyx_v_loc->arr));
+ __pyx_v_loc->arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":780
+ * 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:
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 780; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_4 = PyInt_FromLong((__pyx_v_loc->sa_high - __pyx_v_loc->sa_low)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 780; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 780; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 780; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_GOTREF(__pyx_v_loc->arr);
+ __Pyx_DECREF(((PyObject *)__pyx_v_loc->arr));
+ __pyx_v_loc->arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":781
+ * 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])
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_arr->len); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_VEB)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_veb = ((struct __pyx_obj_3_sa_VEB *)__pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":782
+ * 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
+ */
+ __pyx_t_5 = __pyx_v_loc->sa_high;
+ for (__pyx_v_i = __pyx_v_loc->sa_low; __pyx_v_i < __pyx_t_5; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":783
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_VEB *)__pyx_v_veb->__pyx_vtab)->_insert(__pyx_v_veb, (__pyx_v_arr->arr[__pyx_v_i]));
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":784
+ * 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
+ */
+ __pyx_t_5 = __pyx_v_veb->veb->min_val;
+ __pyx_v_i = __pyx_t_5;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":785
+ * 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)
+ */
+ __pyx_t_5 = (__pyx_v_loc->sa_high - __pyx_v_loc->sa_low);
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_5; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":786
+ * 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
+ */
+ (__pyx_v_loc->arr->arr[__pyx_v_j]) = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":787
+ * 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
+ */
+ __pyx_v_i = ((struct __pyx_vtabstruct_3_sa_VEB *)__pyx_v_veb->__pyx_vtab)->_findsucc(__pyx_v_veb, __pyx_v_i);
+ }
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":788
+ * loc.arr.arr[j] = i
+ * i = veb._findsucc(i)
+ * loc.arr_low = 0 # <<<<<<<<<<<<<<
+ * loc.arr_high = loc.arr.len
+ *
+ */
+ __pyx_v_loc->arr_low = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":789
+ * i = veb._findsucc(i)
+ * loc.arr_low = 0
+ * loc.arr_high = loc.arr.len # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_5 = __pyx_v_loc->arr->len;
+ __pyx_v_loc->arr_high = __pyx_t_5;
+
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.sort_phrase_loc", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_veb);
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":792
+ *
+ *
+ * cdef intersect_helper(self, Phrase prefix, Phrase suffix, # <<<<<<<<<<<<<<
+ * PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm):
+ *
+ */
+
+static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_intersect_helper(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_prefix, struct __pyx_obj_3_sa_Phrase *__pyx_v_suffix, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_prefix_loc, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_suffix_loc, int __pyx_v_algorithm) {
+ struct __pyx_obj_3_sa_IntList *__pyx_v_arr1 = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_arr2 = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_result = 0;
+ int __pyx_v_low1;
+ int __pyx_v_high1;
+ int __pyx_v_step1;
+ int __pyx_v_low2;
+ int __pyx_v_high2;
+ 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_result_ptr;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ Py_ssize_t __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("intersect_helper", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":799
+ * cdef int* result_ptr
+ *
+ * result_len = 0 # <<<<<<<<<<<<<<
+ *
+ * if sym_isvar(suffix[0]):
+ */
+ __pyx_v_result_len = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":801
+ * result_len = 0
+ *
+ * if sym_isvar(suffix[0]): # <<<<<<<<<<<<<<
+ * offset_by_one = 1
+ * else:
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(((PyObject *)__pyx_v_suffix), 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 801; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyInt_AsInt(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 801; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_3 = (__pyx_f_3_sa_sym_isvar(__pyx_t_2) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":802
+ *
+ * if sym_isvar(suffix[0]):
+ * offset_by_one = 1 # <<<<<<<<<<<<<<
+ * else:
+ * offset_by_one = 0
+ */
+ __pyx_v_offset_by_one = 1;
+ goto __pyx_L3;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":804
+ * offset_by_one = 1
+ * else:
+ * offset_by_one = 0 # <<<<<<<<<<<<<<
+ *
+ * len_last = len(suffix.getchunk(suffix.arity()))
+ */
+ __pyx_v_offset_by_one = 0;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":806
+ * offset_by_one = 0
+ *
+ * len_last = len(suffix.getchunk(suffix.arity())) # <<<<<<<<<<<<<<
+ *
+ * if prefix_loc.arr is None:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_suffix), __pyx_n_s__getchunk); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 806; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_suffix), __pyx_n_s__arity); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 806; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 806; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 806; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 806; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_6 = PyObject_Length(__pyx_t_5); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 806; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_len_last = __pyx_t_6;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":808
+ * 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
+ */
+ __pyx_t_3 = (((PyObject *)__pyx_v_prefix_loc->arr) == Py_None);
+ __pyx_t_7 = (__pyx_t_3 != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":809
+ *
+ * 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
+ */
+ __pyx_t_5 = ((PyObject *)__pyx_v_self->fsa->sa);
+ __Pyx_INCREF(__pyx_t_5);
+ ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->sort_phrase_loc(__pyx_v_self, ((struct __pyx_obj_3_sa_IntList *)__pyx_t_5), __pyx_v_prefix_loc, __pyx_v_prefix);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":810
+ * 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
+ */
+ __pyx_t_5 = ((PyObject *)__pyx_v_prefix_loc->arr);
+ __Pyx_INCREF(__pyx_t_5);
+ __pyx_v_arr1 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":811
+ * 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
+ */
+ __pyx_t_2 = __pyx_v_prefix_loc->arr_low;
+ __pyx_v_low1 = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":812
+ * arr1 = prefix_loc.arr
+ * low1 = prefix_loc.arr_low
+ * high1 = prefix_loc.arr_high # <<<<<<<<<<<<<<
+ * step1 = prefix_loc.num_subpatterns
+ *
+ */
+ __pyx_t_2 = __pyx_v_prefix_loc->arr_high;
+ __pyx_v_high1 = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":813
+ * low1 = prefix_loc.arr_low
+ * high1 = prefix_loc.arr_high
+ * step1 = prefix_loc.num_subpatterns # <<<<<<<<<<<<<<
+ *
+ * if suffix_loc.arr is None:
+ */
+ __pyx_t_2 = __pyx_v_prefix_loc->num_subpatterns;
+ __pyx_v_step1 = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":815
+ * 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
+ */
+ __pyx_t_7 = (((PyObject *)__pyx_v_suffix_loc->arr) == Py_None);
+ __pyx_t_3 = (__pyx_t_7 != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":816
+ *
+ * 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
+ */
+ __pyx_t_5 = ((PyObject *)__pyx_v_self->fsa->sa);
+ __Pyx_INCREF(__pyx_t_5);
+ ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->sort_phrase_loc(__pyx_v_self, ((struct __pyx_obj_3_sa_IntList *)__pyx_t_5), __pyx_v_suffix_loc, __pyx_v_suffix);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":817
+ * 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
+ */
+ __pyx_t_5 = ((PyObject *)__pyx_v_suffix_loc->arr);
+ __Pyx_INCREF(__pyx_t_5);
+ __pyx_v_arr2 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":818
+ * 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
+ */
+ __pyx_t_2 = __pyx_v_suffix_loc->arr_low;
+ __pyx_v_low2 = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":819
+ * arr2 = suffix_loc.arr
+ * low2 = suffix_loc.arr_low
+ * high2 = suffix_loc.arr_high # <<<<<<<<<<<<<<
+ * step2 = suffix_loc.num_subpatterns
+ *
+ */
+ __pyx_t_2 = __pyx_v_suffix_loc->arr_high;
+ __pyx_v_high2 = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":820
+ * low2 = suffix_loc.arr_low
+ * high2 = suffix_loc.arr_high
+ * step2 = suffix_loc.num_subpatterns # <<<<<<<<<<<<<<
+ *
+ * num_subpatterns = prefix.arity()+1
+ */
+ __pyx_t_2 = __pyx_v_suffix_loc->num_subpatterns;
+ __pyx_v_step2 = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":822
+ * step2 = suffix_loc.num_subpatterns
+ *
+ * num_subpatterns = prefix.arity()+1 # <<<<<<<<<<<<<<
+ *
+ * if algorithm == MERGE:
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_prefix), __pyx_n_s__arity); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyNumber_Add(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_2 = __Pyx_PyInt_AsInt(__pyx_t_5); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_num_subpatterns = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":824
+ * num_subpatterns = prefix.arity()+1
+ *
+ * if algorithm == MERGE: # <<<<<<<<<<<<<<
+ * result_ptr = self.merge_helper(low1, high1, arr1.arr, step1,
+ * low2, high2, arr2.arr, step2,
+ */
+ __pyx_t_3 = ((__pyx_v_algorithm == __pyx_v_3_sa_MERGE) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":827
+ * 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,
+ */
+ __pyx_v_result_ptr = ((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->arr, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2->arr, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_result_len));
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":831
+ * 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:
+ */
+ __pyx_v_result_ptr = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1->arr, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2->arr, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_result_len));
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":833
+ * offset_by_one, len_last, num_subpatterns, &result_len)
+ *
+ * if result_len == 0: # <<<<<<<<<<<<<<
+ * free(result_ptr)
+ * return None
+ */
+ __pyx_t_3 = ((__pyx_v_result_len == 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":834
+ *
+ * if result_len == 0:
+ * free(result_ptr) # <<<<<<<<<<<<<<
+ * return None
+ * else:
+ */
+ free(__pyx_v_result_ptr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":835
+ * if result_len == 0:
+ * free(result_ptr)
+ * return None # <<<<<<<<<<<<<<
+ * else:
+ * result = IntList()
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":837
+ * return None
+ * else:
+ * result = IntList() # <<<<<<<<<<<<<<
+ * free(result.arr)
+ * result.arr = result_ptr
+ */
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_v_result = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":838
+ * else:
+ * result = IntList()
+ * free(result.arr) # <<<<<<<<<<<<<<
+ * result.arr = result_ptr
+ * result.len = result_len
+ */
+ free(__pyx_v_result->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":839
+ * result = IntList()
+ * free(result.arr)
+ * result.arr = result_ptr # <<<<<<<<<<<<<<
+ * result.len = result_len
+ * result.size = result_len
+ */
+ __pyx_v_result->arr = __pyx_v_result_ptr;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":840
+ * 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)
+ */
+ __pyx_v_result->len = __pyx_v_result_len;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":841
+ * 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)
+ *
+ */
+ __pyx_v_result->size = __pyx_v_result_len;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":842
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_5));
+ if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__arr_low), __pyx_int_0) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_result_len); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__arr_high), __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__arr), ((PyObject *)__pyx_v_result)) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_num_subpatterns); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__num_subpatterns), __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_PhraseLocation)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+ }
+ __pyx_L7:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.intersect_helper", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_arr1);
+ __Pyx_XDECREF((PyObject *)__pyx_v_arr2);
+ __Pyx_XDECREF((PyObject *)__pyx_v_result);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":844
+ * 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 = "{"
+ */
+
+static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_loc2str(CYTHON_UNUSED struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_loc) {
+ int __pyx_v_i;
+ int __pyx_v_j;
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("loc2str", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":846
+ * cdef loc2str(self, PhraseLocation loc):
+ * cdef int i, j
+ * result = "{" # <<<<<<<<<<<<<<
+ * i = 0
+ * while i < loc.arr_high:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_119));
+ __pyx_v_result = ((PyObject *)__pyx_kp_s_119);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":847
+ * cdef int i, j
+ * result = "{"
+ * i = 0 # <<<<<<<<<<<<<<
+ * while i < loc.arr_high:
+ * result = result + "("
+ */
+ __pyx_v_i = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":848
+ * result = "{"
+ * i = 0
+ * while i < loc.arr_high: # <<<<<<<<<<<<<<
+ * result = result + "("
+ * for j from i <= j < i + loc.num_subpatterns:
+ */
+ while (1) {
+ __pyx_t_1 = ((__pyx_v_i < __pyx_v_loc->arr_high) != 0);
+ if (!__pyx_t_1) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":849
+ * i = 0
+ * while i < loc.arr_high:
+ * result = result + "(" # <<<<<<<<<<<<<<
+ * for j from i <= j < i + loc.num_subpatterns:
+ * result = result + ("%d " %loc.arr[j])
+ */
+ __pyx_t_2 = PyNumber_Add(__pyx_v_result, ((PyObject *)__pyx_kp_s_120)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_result);
+ __pyx_v_result = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":850
+ * while i < loc.arr_high:
+ * result = result + "("
+ * for j from i <= j < i + loc.num_subpatterns: # <<<<<<<<<<<<<<
+ * result = result + ("%d " %loc.arr[j])
+ * result = result + ")"
+ */
+ __pyx_t_3 = (__pyx_v_i + __pyx_v_loc->num_subpatterns);
+ for (__pyx_v_j = __pyx_v_i; __pyx_v_j < __pyx_t_3; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":851
+ * result = result + "("
+ * for j from i <= j < i + loc.num_subpatterns:
+ * result = result + ("%d " %loc.arr[j]) # <<<<<<<<<<<<<<
+ * result = result + ")"
+ * i = i + loc.num_subpatterns
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_loc->arr), __pyx_v_j, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 851; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_23), __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 851; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_v_result, ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 851; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_v_result);
+ __pyx_v_result = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":852
+ * for j from i <= j < i + loc.num_subpatterns:
+ * result = result + ("%d " %loc.arr[j])
+ * result = result + ")" # <<<<<<<<<<<<<<
+ * i = i + loc.num_subpatterns
+ * result = result + "}"
+ */
+ __pyx_t_2 = PyNumber_Add(__pyx_v_result, ((PyObject *)__pyx_kp_s_61)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 852; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_result);
+ __pyx_v_result = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":853
+ * result = result + ("%d " %loc.arr[j])
+ * result = result + ")"
+ * i = i + loc.num_subpatterns # <<<<<<<<<<<<<<
+ * result = result + "}"
+ * return result
+ */
+ __pyx_v_i = (__pyx_v_i + __pyx_v_loc->num_subpatterns);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":854
+ * result = result + ")"
+ * i = i + loc.num_subpatterns
+ * result = result + "}" # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __pyx_t_2 = PyNumber_Add(__pyx_v_result, ((PyObject *)__pyx_kp_s_121)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 854; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_result);
+ __pyx_v_result = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":855
+ * i = i + loc.num_subpatterns
+ * result = result + "}"
+ * return result # <<<<<<<<<<<<<<
+ *
+ * cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_result);
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.loc2str", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":857
+ * return result
+ *
+ * cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase): # <<<<<<<<<<<<<<
+ * cdef Phrase prefix, suffix
+ * cdef PhraseLocation prefix_loc, suffix_loc, result
+ */
+
+static struct __pyx_obj_3_sa_PhraseLocation *__pyx_f_3_sa_23HieroCachingRuleFactory_intersect(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_prefix_node, PyObject *__pyx_v_suffix_node, struct __pyx_obj_3_sa_Phrase *__pyx_v_phrase) {
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_prefix = 0;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_suffix = 0;
+ struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_prefix_loc = 0;
+ struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_suffix_loc = 0;
+ struct __pyx_obj_3_sa_PhraseLocation *__pyx_v_result = 0;
+ CYTHON_UNUSED PyObject *__pyx_v_intersect_method = NULL;
+ struct __pyx_obj_3_sa_PhraseLocation *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("intersect", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":861
+ * cdef PhraseLocation prefix_loc, suffix_loc, result
+ *
+ * prefix = prefix_node.phrase # <<<<<<<<<<<<<<
+ * suffix = suffix_node.phrase
+ * prefix_loc = prefix_node.phrase_location
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_prefix_node, __pyx_n_s__phrase); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_3_sa_Phrase))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_prefix = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":862
+ *
+ * prefix = prefix_node.phrase
+ * suffix = suffix_node.phrase # <<<<<<<<<<<<<<
+ * prefix_loc = prefix_node.phrase_location
+ * suffix_loc = suffix_node.phrase_location
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_suffix_node, __pyx_n_s__phrase); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 862; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_3_sa_Phrase))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 862; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_suffix = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":863
+ * prefix = prefix_node.phrase
+ * suffix = suffix_node.phrase
+ * prefix_loc = prefix_node.phrase_location # <<<<<<<<<<<<<<
+ * suffix_loc = suffix_node.phrase_location
+ *
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_prefix_node, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_3_sa_PhraseLocation))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_prefix_loc = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":864
+ * suffix = suffix_node.phrase
+ * prefix_loc = prefix_node.phrase_location
+ * suffix_loc = suffix_node.phrase_location # <<<<<<<<<<<<<<
+ *
+ * result = self.get_precomputed_collocation(phrase)
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_suffix_node, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 864; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_3_sa_PhraseLocation))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 864; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_suffix_loc = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":866
+ * suffix_loc = suffix_node.phrase_location
+ *
+ * result = self.get_precomputed_collocation(phrase) # <<<<<<<<<<<<<<
+ * if result is not None:
+ * intersect_method = "precomputed"
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_122); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_v_phrase));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_phrase));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_phrase));
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_3_sa_PhraseLocation))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_result = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":867
+ *
+ * result = self.get_precomputed_collocation(phrase)
+ * if result is not None: # <<<<<<<<<<<<<<
+ * intersect_method = "precomputed"
+ *
+ */
+ __pyx_t_4 = (((PyObject *)__pyx_v_result) != Py_None);
+ __pyx_t_5 = (__pyx_t_4 != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":868
+ * result = self.get_precomputed_collocation(phrase)
+ * if result is not None:
+ * intersect_method = "precomputed" # <<<<<<<<<<<<<<
+ *
+ * if result is None:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__precomputed));
+ __pyx_v_intersect_method = ((PyObject *)__pyx_n_s__precomputed);
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":870
+ * intersect_method = "precomputed"
+ *
+ * if result is None: # <<<<<<<<<<<<<<
+ * if self.use_baeza_yates:
+ * result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES)
+ */
+ __pyx_t_5 = (((PyObject *)__pyx_v_result) == Py_None);
+ __pyx_t_4 = (__pyx_t_5 != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":871
+ *
+ * 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"
+ */
+ __pyx_t_4 = (__pyx_v_self->use_baeza_yates != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":872
+ * 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:
+ */
+ __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->intersect_helper(__pyx_v_self, __pyx_v_prefix, __pyx_v_suffix, __pyx_v_prefix_loc, __pyx_v_suffix_loc, __pyx_v_3_sa_BAEZA_YATES); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 872; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_3_sa_PhraseLocation))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 872; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":873
+ * 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)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_123));
+ __Pyx_XDECREF(__pyx_v_intersect_method);
+ __pyx_v_intersect_method = ((PyObject *)__pyx_kp_s_123);
+ goto __pyx_L5;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":875
+ * intersect_method="double binary"
+ * else:
+ * result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE) # <<<<<<<<<<<<<<
+ * intersect_method="merge"
+ * return result
+ */
+ __pyx_t_3 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->intersect_helper(__pyx_v_self, __pyx_v_prefix, __pyx_v_suffix, __pyx_v_prefix_loc, __pyx_v_suffix_loc, __pyx_v_3_sa_MERGE); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_3_sa_PhraseLocation))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 875; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_v_result));
+ __pyx_v_result = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":876
+ * else:
+ * result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE)
+ * intersect_method="merge" # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__merge));
+ __Pyx_XDECREF(__pyx_v_intersect_method);
+ __pyx_v_intersect_method = ((PyObject *)__pyx_n_s__merge);
+ }
+ __pyx_L5:;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":877
+ * result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE)
+ * intersect_method="merge"
+ * return result # <<<<<<<<<<<<<<
+ *
+ * def advance(self, frontier, res, fwords):
+ */
+ __Pyx_XDECREF(((PyObject *)__pyx_r));
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+
+ __pyx_r = ((struct __pyx_obj_3_sa_PhraseLocation *)Py_None); __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.intersect", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_prefix);
+ __Pyx_XDECREF((PyObject *)__pyx_v_suffix);
+ __Pyx_XDECREF((PyObject *)__pyx_v_prefix_loc);
+ __Pyx_XDECREF((PyObject *)__pyx_v_suffix_loc);
+ __Pyx_XDECREF((PyObject *)__pyx_v_result);
+ __Pyx_XDECREF(__pyx_v_intersect_method);
+ __Pyx_XGIVEREF((PyObject *)__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_frontier = 0;
+ PyObject *__pyx_v_res = 0;
+ PyObject *__pyx_v_fwords = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("advance (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__frontier,&__pyx_n_s__res,&__pyx_n_s__fwords,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__frontier)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__res)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("advance", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fwords)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("advance", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "advance") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_frontier = values[0];
+ __pyx_v_res = values[1];
+ __pyx_v_fwords = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("advance", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.advance", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_12advance(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_frontier, __pyx_v_res, __pyx_v_fwords);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":879
+ * return result
+ *
+ * def advance(self, frontier, res, fwords): # <<<<<<<<<<<<<<
+ * cdef unsigned na
+ * nf = []
+ */
+
+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) {
+ unsigned int __pyx_v_na;
+ PyObject *__pyx_v_nf = NULL;
+ PyObject *__pyx_v_toskip = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_alt = NULL;
+ PyObject *__pyx_v_pathlen = NULL;
+ PyObject *__pyx_v_spanlen = NULL;
+ PyObject *__pyx_v_ni = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *(*__pyx_t_8)(PyObject *);
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ int __pyx_t_12;
+ Py_ssize_t __pyx_t_13;
+ int __pyx_t_14;
+ int __pyx_t_15;
+ unsigned int __pyx_t_16;
+ int __pyx_t_17;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("advance", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":881
+ * def advance(self, frontier, res, fwords):
+ * cdef unsigned na
+ * nf = [] # <<<<<<<<<<<<<<
+ * for toskip, (i, alt, pathlen) in frontier:
+ * spanlen = fwords[i][alt][2]
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_nf = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":882
+ * cdef unsigned na
+ * nf = []
+ * for toskip, (i, alt, pathlen) in frontier: # <<<<<<<<<<<<<<
+ * spanlen = fwords[i][alt][2]
+ * if toskip == 0:
+ */
+ if (PyList_CheckExact(__pyx_v_frontier) || PyTuple_CheckExact(__pyx_v_frontier)) {
+ __pyx_t_1 = __pyx_v_frontier; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_frontier); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
+ PyObject* sequence = __pyx_t_4;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_5 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_t_6);
+ #else
+ __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ #endif
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_7 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext;
+ index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_5)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_5);
+ index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_6);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = NULL;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L6_unpacking_done;
+ __pyx_L5_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_8 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L6_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_toskip);
+ __pyx_v_toskip = __pyx_t_5;
+ __pyx_t_5 = 0;
+ if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) {
+ PyObject* sequence = __pyx_t_6;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_7 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_9 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_10 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_7 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_9 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_10 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_7);
+ __Pyx_INCREF(__pyx_t_9);
+ __Pyx_INCREF(__pyx_t_10);
+ #else
+ __pyx_t_7 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_9 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_10 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ #endif
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_11 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_8 = Py_TYPE(__pyx_t_11)->tp_iternext;
+ index = 0; __pyx_t_7 = __pyx_t_8(__pyx_t_11); if (unlikely(!__pyx_t_7)) goto __pyx_L7_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_7);
+ index = 1; __pyx_t_9 = __pyx_t_8(__pyx_t_11); if (unlikely(!__pyx_t_9)) goto __pyx_L7_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_9);
+ index = 2; __pyx_t_10 = __pyx_t_8(__pyx_t_11); if (unlikely(!__pyx_t_10)) goto __pyx_L7_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_10);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_11), 3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = NULL;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ goto __pyx_L8_unpacking_done;
+ __pyx_L7_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_8 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L8_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_7;
+ __pyx_t_7 = 0;
+ __Pyx_XDECREF(__pyx_v_alt);
+ __pyx_v_alt = __pyx_t_9;
+ __pyx_t_9 = 0;
+ __Pyx_XDECREF(__pyx_v_pathlen);
+ __pyx_v_pathlen = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":883
+ * nf = []
+ * for toskip, (i, alt, pathlen) in frontier:
+ * spanlen = fwords[i][alt][2] # <<<<<<<<<<<<<<
+ * if toskip == 0:
+ * res.append((i, alt, pathlen))
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_i); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 883; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyObject_GetItem(__pyx_t_4, __pyx_v_alt); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 883; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_6, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 883; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_v_spanlen);
+ __pyx_v_spanlen = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":884
+ * for toskip, (i, alt, pathlen) in frontier:
+ * spanlen = fwords[i][alt][2]
+ * if toskip == 0: # <<<<<<<<<<<<<<
+ * res.append((i, alt, pathlen))
+ * ni = i + spanlen
+ */
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_toskip, __pyx_int_0, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 884; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 884; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_12) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":885
+ * 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:
+ */
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_alt);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_alt);
+ __Pyx_GIVEREF(__pyx_v_alt);
+ __Pyx_INCREF(__pyx_v_pathlen);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_v_pathlen);
+ __pyx_t_6 = __Pyx_PyObject_Append(__pyx_v_res, ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ goto __pyx_L9;
+ }
+ __pyx_L9:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":886
+ * 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])):
+ */
+ __pyx_t_6 = PyNumber_Add(__pyx_v_i, __pyx_v_spanlen); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_v_ni);
+ __pyx_v_ni = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":887
+ * 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)))
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_fwords); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = PyInt_FromSsize_t(__pyx_t_13); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_ni, __pyx_t_6, Py_LT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_12) {
+ __pyx_t_4 = PyNumber_Add(__pyx_v_pathlen, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_self->max_initial_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = PyObject_RichCompare(__pyx_t_4, __pyx_t_6, Py_LT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_15 = __pyx_t_14;
+ } else {
+ __pyx_t_15 = __pyx_t_12;
+ }
+ if (__pyx_t_15) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":888
+ * 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:
+ */
+ __pyx_t_5 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ni); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_13 = PyObject_Length(__pyx_t_5); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_13; __pyx_t_16+=1) {
+ __pyx_v_na = __pyx_t_16;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":889
+ * 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)
+ */
+ __pyx_t_5 = PyNumber_Subtract(__pyx_v_toskip, __pyx_int_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyLong_FromUnsignedLong(__pyx_v_na); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = PyNumber_Add(__pyx_v_pathlen, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_v_ni);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_v_ni);
+ __Pyx_GIVEREF(__pyx_v_ni);
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_6 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, ((PyObject *)__pyx_t_10));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_10));
+ __pyx_t_5 = 0;
+ __pyx_t_10 = 0;
+ __pyx_t_17 = __Pyx_PyList_Append(__pyx_v_nf, ((PyObject *)__pyx_t_4)); if (unlikely(__pyx_t_17 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ }
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":890
+ * 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:
+ */
+ __pyx_t_2 = PyList_GET_SIZE(((PyObject *)__pyx_v_nf)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 890; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_15 = ((__pyx_t_2 > 0) != 0);
+ if (__pyx_t_15) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":891
+ * nf.append((toskip - 1, (ni, na, pathlen + 1)))
+ * if len(nf) > 0:
+ * return self.advance(nf, res, fwords) # <<<<<<<<<<<<<<
+ * else:
+ * return res
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__advance); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 891; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 891; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_v_nf));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_v_nf));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_nf));
+ __Pyx_INCREF(__pyx_v_res);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_res);
+ __Pyx_GIVEREF(__pyx_v_res);
+ __Pyx_INCREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_v_fwords);
+ __pyx_t_10 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 891; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_r = __pyx_t_10;
+ __pyx_t_10 = 0;
+ goto __pyx_L0;
+ goto __pyx_L13;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":893
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_res);
+ __pyx_r = __pyx_v_res;
+ goto __pyx_L0;
+ }
+ __pyx_L13:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.advance", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_nf);
+ __Pyx_XDECREF(__pyx_v_toskip);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_alt);
+ __Pyx_XDECREF(__pyx_v_pathlen);
+ __Pyx_XDECREF(__pyx_v_spanlen);
+ __Pyx_XDECREF(__pyx_v_ni);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_skip = 0;
+ PyObject *__pyx_v_i = 0;
+ PyObject *__pyx_v_spanlen = 0;
+ PyObject *__pyx_v_pathlen = 0;
+ PyObject *__pyx_v_fwords = 0;
+ PyObject *__pyx_v_next_states = 0;
+ PyObject *__pyx_v_reachable_buffer = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_all_nodes_isteps_away (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__skip,&__pyx_n_s__i,&__pyx_n_s__spanlen,&__pyx_n_s__pathlen,&__pyx_n_s__fwords,&__pyx_n_s__next_states,&__pyx_n_s__reachable_buffer,0};
+ PyObject* values[7] = {0,0,0,0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__skip)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__spanlen)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pathlen)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, 3); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 4:
+ if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fwords)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, 4); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 5:
+ if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__next_states)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, 5); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 6:
+ if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__reachable_buffer)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, 6); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_all_nodes_isteps_away") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 7) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ }
+ __pyx_v_skip = values[0];
+ __pyx_v_i = values[1];
+ __pyx_v_spanlen = values[2];
+ __pyx_v_pathlen = values[3];
+ __pyx_v_fwords = values[4];
+ __pyx_v_next_states = values[5];
+ __pyx_v_reachable_buffer = values[6];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("get_all_nodes_isteps_away", 1, 7, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_all_nodes_isteps_away", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_skip, __pyx_v_i, __pyx_v_spanlen, __pyx_v_pathlen, __pyx_v_fwords, __pyx_v_next_states, __pyx_v_reachable_buffer);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":895
+ * return res
+ *
+ * def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer): # <<<<<<<<<<<<<<
+ * cdef unsigned alt_it
+ * frontier = []
+ */
+
+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) {
+ PyObject *__pyx_v_frontier = NULL;
+ PyObject *__pyx_v_key = NULL;
+ PyObject *__pyx_v_reachable = NULL;
+ PyObject *__pyx_v_nextreachable = NULL;
+ PyObject *__pyx_v_next_id = NULL;
+ PyObject *__pyx_v_jump = NULL;
+ PyObject *__pyx_v_alt_id = NULL;
+ PyObject *__pyx_v_newel = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ PyObject *(*__pyx_t_7)(PyObject *);
+ Py_ssize_t __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ Py_ssize_t __pyx_t_12;
+ PyObject *(*__pyx_t_13)(PyObject *);
+ PyObject *__pyx_t_14 = NULL;
+ int __pyx_t_15;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_all_nodes_isteps_away", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":897
+ * 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
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_frontier = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":898
+ * cdef unsigned alt_it
+ * frontier = []
+ * if i+spanlen+skip >= len(next_states): # <<<<<<<<<<<<<<
+ * return frontier
+ * key = tuple([i,spanlen])
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_i, __pyx_v_spanlen); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_v_skip); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_3 = PyObject_Length(__pyx_v_next_states); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_2, __pyx_t_1, Py_GE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":899
+ * frontier = []
+ * if i+spanlen+skip >= len(next_states):
+ * return frontier # <<<<<<<<<<<<<<
+ * key = tuple([i,spanlen])
+ * reachable = []
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_frontier));
+ __pyx_r = ((PyObject *)__pyx_v_frontier);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":900
+ * if i+spanlen+skip >= len(next_states):
+ * return frontier
+ * key = tuple([i,spanlen]) # <<<<<<<<<<<<<<
+ * reachable = []
+ * if key in reachable_buffer:
+ */
+ __pyx_t_4 = PyList_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_i);
+ PyList_SET_ITEM(__pyx_t_4, 0, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_spanlen);
+ PyList_SET_ITEM(__pyx_t_4, 1, __pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_v_spanlen);
+ __pyx_t_1 = ((PyObject *)PyList_AsTuple(((PyObject*)__pyx_t_4))); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_v_key = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":901
+ * return frontier
+ * key = tuple([i,spanlen])
+ * reachable = [] # <<<<<<<<<<<<<<
+ * if key in reachable_buffer:
+ * reachable = reachable_buffer[key]
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_reachable = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":902
+ * key = tuple([i,spanlen])
+ * reachable = []
+ * if key in reachable_buffer: # <<<<<<<<<<<<<<
+ * reachable = reachable_buffer[key]
+ * else:
+ */
+ __pyx_t_5 = (__Pyx_PySequence_Contains(((PyObject *)__pyx_v_key), __pyx_v_reachable_buffer, Py_EQ)); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = (__pyx_t_5 != 0);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":903
+ * reachable = []
+ * if key in reachable_buffer:
+ * reachable = reachable_buffer[key] # <<<<<<<<<<<<<<
+ * else:
+ * reachable = self.reachable(fwords, i, spanlen)
+ */
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_reachable_buffer, ((PyObject *)__pyx_v_key)); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_reachable);
+ __pyx_v_reachable = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L4;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":905
+ * reachable = reachable_buffer[key]
+ * else:
+ * reachable = self.reachable(fwords, i, spanlen) # <<<<<<<<<<<<<<
+ * reachable_buffer[key] = reachable
+ * for nextreachable in reachable:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__reachable); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_v_fwords);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_spanlen);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_v_spanlen);
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_v_reachable);
+ __pyx_v_reachable = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":906
+ * else:
+ * reachable = self.reachable(fwords, i, spanlen)
+ * reachable_buffer[key] = reachable # <<<<<<<<<<<<<<
+ * for nextreachable in reachable:
+ * for next_id in next_states[nextreachable]:
+ */
+ if (PyObject_SetItem(__pyx_v_reachable_buffer, ((PyObject *)__pyx_v_key), __pyx_v_reachable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":907
+ * 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 (PyList_CheckExact(__pyx_v_reachable) || PyTuple_CheckExact(__pyx_v_reachable)) {
+ __pyx_t_2 = __pyx_v_reachable; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
+ __pyx_t_7 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_reachable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_4); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_4); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_7(__pyx_t_2);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_nextreachable);
+ __pyx_v_nextreachable = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":908
+ * 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:
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_next_states, __pyx_v_nextreachable); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (PyList_CheckExact(__pyx_t_4) || PyTuple_CheckExact(__pyx_t_4)) {
+ __pyx_t_1 = __pyx_t_4; __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_4); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_9(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_next_id);
+ __pyx_v_next_id = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":909
+ * for nextreachable in reachable:
+ * for next_id in next_states[nextreachable]:
+ * jump = self.shortest(fwords,i,next_id) # <<<<<<<<<<<<<<
+ * if jump < skip:
+ * continue
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__shortest); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 909; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_10 = PyTuple_New(3); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 909; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_v_fwords);
+ __Pyx_INCREF(__pyx_v_i);
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_v_i);
+ __Pyx_GIVEREF(__pyx_v_i);
+ __Pyx_INCREF(__pyx_v_next_id);
+ PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_v_next_id);
+ __Pyx_GIVEREF(__pyx_v_next_id);
+ __pyx_t_11 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 909; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_XDECREF(__pyx_v_jump);
+ __pyx_v_jump = __pyx_t_11;
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":910
+ * 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:
+ */
+ __pyx_t_11 = PyObject_RichCompare(__pyx_v_jump, __pyx_v_skip, Py_LT); __Pyx_XGOTREF(__pyx_t_11); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 910; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_11); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 910; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":911
+ * 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])):
+ */
+ goto __pyx_L7_continue;
+ goto __pyx_L9;
+ }
+ __pyx_L9:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":912
+ * 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:
+ */
+ __pyx_t_11 = PyNumber_Add(__pyx_v_pathlen, __pyx_v_jump); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 912; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_10 = PyInt_FromLong(__pyx_v_self->max_initial_size); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 912; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_11, __pyx_t_10, Py_LE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 912; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 912; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":913
+ * 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)
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_next_id); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_12 = PyObject_Length(__pyx_t_4); if (unlikely(__pyx_t_12 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromSsize_t(__pyx_t_12); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ if (PyList_CheckExact(__pyx_t_4) || PyTuple_CheckExact(__pyx_t_4)) {
+ __pyx_t_10 = __pyx_t_4; __Pyx_INCREF(__pyx_t_10); __pyx_t_12 = 0;
+ __pyx_t_13 = NULL;
+ } else {
+ __pyx_t_12 = -1; __pyx_t_10 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_13 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ for (;;) {
+ if (!__pyx_t_13 && PyList_CheckExact(__pyx_t_10)) {
+ if (__pyx_t_12 >= PyList_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_10, __pyx_t_12); __Pyx_INCREF(__pyx_t_4); __pyx_t_12++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_10, __pyx_t_12); __pyx_t_12++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_13 && PyTuple_CheckExact(__pyx_t_10)) {
+ if (__pyx_t_12 >= PyTuple_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_10, __pyx_t_12); __Pyx_INCREF(__pyx_t_4); __pyx_t_12++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_10, __pyx_t_12); __pyx_t_12++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_13(__pyx_t_10);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_alt_id);
+ __pyx_v_alt_id = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":914
+ * 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:
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_next_id); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_11 = PyObject_GetItem(__pyx_t_4, __pyx_v_alt_id); if (!__pyx_t_11) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_11, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_14 = PyObject_RichCompare(__pyx_t_4, __pyx_t_11, Py_NE); __Pyx_XGOTREF(__pyx_t_14); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":915
+ * 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))
+ */
+ __pyx_t_14 = PyNumber_Add(__pyx_v_pathlen, __pyx_v_jump); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_11 = PyTuple_New(3); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_v_next_id);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_v_next_id);
+ __Pyx_GIVEREF(__pyx_v_next_id);
+ __Pyx_INCREF(__pyx_v_alt_id);
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_v_alt_id);
+ __Pyx_GIVEREF(__pyx_v_alt_id);
+ PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_t_14);
+ __Pyx_GIVEREF(__pyx_t_14);
+ __pyx_t_14 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_newel));
+ __pyx_v_newel = ((PyObject*)__pyx_t_11);
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":916
+ * 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
+ */
+ __pyx_t_6 = (__Pyx_PySequence_Contains(((PyObject *)__pyx_v_newel), ((PyObject *)__pyx_v_frontier), Py_NE)); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 916; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = (__pyx_t_6 != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":917
+ * newel = (next_id,alt_id,pathlen+jump)
+ * if newel not in frontier:
+ * frontier.append((next_id,alt_id,pathlen+jump)) # <<<<<<<<<<<<<<
+ * return frontier
+ *
+ */
+ __pyx_t_11 = PyNumber_Add(__pyx_v_pathlen, __pyx_v_jump); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_14 = PyTuple_New(3); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_INCREF(__pyx_v_next_id);
+ PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_v_next_id);
+ __Pyx_GIVEREF(__pyx_v_next_id);
+ __Pyx_INCREF(__pyx_v_alt_id);
+ PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_v_alt_id);
+ __Pyx_GIVEREF(__pyx_v_alt_id);
+ PyTuple_SET_ITEM(__pyx_t_14, 2, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_11 = 0;
+ __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_frontier, ((PyObject *)__pyx_t_14)); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ goto __pyx_L14;
+ }
+ __pyx_L14:;
+ goto __pyx_L13;
+ }
+ __pyx_L13:;
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+ __pyx_L7_continue:;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":918
+ * if newel not in frontier:
+ * frontier.append((next_id,alt_id,pathlen+jump))
+ * return frontier # <<<<<<<<<<<<<<
+ *
+ * def reachable(self, fwords, ifrom, dist):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_frontier));
+ __pyx_r = ((PyObject *)__pyx_v_frontier);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_14);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_all_nodes_isteps_away", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_frontier);
+ __Pyx_XDECREF(__pyx_v_key);
+ __Pyx_XDECREF(__pyx_v_reachable);
+ __Pyx_XDECREF(__pyx_v_nextreachable);
+ __Pyx_XDECREF(__pyx_v_next_id);
+ __Pyx_XDECREF(__pyx_v_jump);
+ __Pyx_XDECREF(__pyx_v_alt_id);
+ __Pyx_XDECREF(__pyx_v_newel);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_17reachable(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_fwords = 0;
+ PyObject *__pyx_v_ifrom = 0;
+ PyObject *__pyx_v_dist = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("reachable (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__fwords,&__pyx_n_s__ifrom,&__pyx_n_s__dist,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fwords)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ifrom)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("reachable", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 920; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dist)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("reachable", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 920; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "reachable") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 920; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_fwords = values[0];
+ __pyx_v_ifrom = values[1];
+ __pyx_v_dist = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("reachable", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 920; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.reachable", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_16reachable(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_fwords, __pyx_v_ifrom, __pyx_v_dist);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":920
+ * return frontier
+ *
+ * def reachable(self, fwords, ifrom, dist): # <<<<<<<<<<<<<<
+ * ret = []
+ * if ifrom >= len(fwords):
+ */
+
+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) {
+ PyObject *__pyx_v_ret = NULL;
+ PyObject *__pyx_v_alt_id = NULL;
+ PyObject *__pyx_v_ifromchild = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ PyObject *(*__pyx_t_5)(PyObject *);
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ Py_ssize_t __pyx_t_11;
+ PyObject *(*__pyx_t_12)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("reachable", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":921
+ *
+ * def reachable(self, fwords, ifrom, dist):
+ * ret = [] # <<<<<<<<<<<<<<
+ * if ifrom >= len(fwords):
+ * return ret
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_ret = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":922
+ * def reachable(self, fwords, ifrom, dist):
+ * ret = []
+ * if ifrom >= len(fwords): # <<<<<<<<<<<<<<
+ * return ret
+ * for alt_id in range(len(fwords[ifrom])):
+ */
+ __pyx_t_2 = PyObject_Length(__pyx_v_fwords); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyObject_RichCompare(__pyx_v_ifrom, __pyx_t_1, Py_GE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":923
+ * ret = []
+ * if ifrom >= len(fwords):
+ * return ret # <<<<<<<<<<<<<<
+ * for alt_id in range(len(fwords[ifrom])):
+ * if fwords[ifrom][alt_id][0] == EPSILON:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_ret));
+ __pyx_r = ((PyObject *)__pyx_v_ret);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":924
+ * 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))
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) {
+ __pyx_t_1 = __pyx_t_3; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_3 = __pyx_t_5(__pyx_t_1);
+ if (unlikely(!__pyx_t_3)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_3);
+ }
+ __Pyx_XDECREF(__pyx_v_alt_id);
+ __pyx_v_alt_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":925
+ * 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:
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = PyObject_GetItem(__pyx_t_3, __pyx_v_alt_id); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_6, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_3, __pyx_t_6, Py_EQ); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 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 = 925; __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":926
+ * 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:
+ */
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_ret), __pyx_n_s__extend); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__reachable); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_8 = PyObject_GetItem(__pyx_t_3, __pyx_v_alt_id); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_8, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyNumber_Add(__pyx_v_ifrom, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_dist);
+ PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_v_dist);
+ __Pyx_GIVEREF(__pyx_v_dist);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L6;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":928
+ * ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist))
+ * else:
+ * if dist == 0: # <<<<<<<<<<<<<<
+ * if ifrom not in ret:
+ * ret.append(ifrom)
+ */
+ __pyx_t_8 = PyObject_RichCompare(__pyx_v_dist, __pyx_int_0, Py_EQ); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":929
+ * else:
+ * if dist == 0:
+ * if ifrom not in ret: # <<<<<<<<<<<<<<
+ * ret.append(ifrom)
+ * else:
+ */
+ __pyx_t_4 = (__Pyx_PySequence_Contains(__pyx_v_ifrom, ((PyObject *)__pyx_v_ret), Py_NE)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = (__pyx_t_4 != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":930
+ * 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):
+ */
+ __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_ret, __pyx_v_ifrom); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 930; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":932
+ * 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)
+ */
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__reachable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_7 = PyObject_GetItem(__pyx_t_3, __pyx_v_alt_id); if (!__pyx_t_7) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_7, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = PyNumber_Add(__pyx_v_ifrom, __pyx_t_3); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_Subtract(__pyx_v_dist, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = PyTuple_New(3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_7);
+ __Pyx_GIVEREF(__pyx_t_7);
+ PyTuple_SET_ITEM(__pyx_t_6, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_7 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) {
+ __pyx_t_6 = __pyx_t_3; __Pyx_INCREF(__pyx_t_6); __pyx_t_11 = 0;
+ __pyx_t_12 = NULL;
+ } else {
+ __pyx_t_11 = -1; __pyx_t_6 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_12 = Py_TYPE(__pyx_t_6)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ for (;;) {
+ if (!__pyx_t_12 && PyList_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_11 >= PyList_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_11); __Pyx_INCREF(__pyx_t_3); __pyx_t_11++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_6, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_12 && PyTuple_CheckExact(__pyx_t_6)) {
+ if (__pyx_t_11 >= PyTuple_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_11); __Pyx_INCREF(__pyx_t_3); __pyx_t_11++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_6, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_3 = __pyx_t_12(__pyx_t_6);
+ if (unlikely(!__pyx_t_3)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_3);
+ }
+ __Pyx_XDECREF(__pyx_v_ifromchild);
+ __pyx_v_ifromchild = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":933
+ * else:
+ * for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1):
+ * if ifromchild not in ret: # <<<<<<<<<<<<<<
+ * ret.append(ifromchild)
+ *
+ */
+ __pyx_t_9 = (__Pyx_PySequence_Contains(__pyx_v_ifromchild, ((PyObject *)__pyx_v_ret), Py_NE)); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 933; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = (__pyx_t_9 != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":934
+ * for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1):
+ * if ifromchild not in ret:
+ * ret.append(ifromchild) # <<<<<<<<<<<<<<
+ *
+ * return ret
+ */
+ __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_ret, __pyx_v_ifromchild); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 934; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L11;
+ }
+ __pyx_L11:;
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ }
+ __pyx_L7:;
+ }
+ __pyx_L6:;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":936
+ * ret.append(ifromchild)
+ *
+ * return ret # <<<<<<<<<<<<<<
+ *
+ * def shortest(self, fwords, ifrom, ito):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_ret));
+ __pyx_r = ((PyObject *)__pyx_v_ret);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.reachable", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_ret);
+ __Pyx_XDECREF(__pyx_v_alt_id);
+ __Pyx_XDECREF(__pyx_v_ifromchild);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_19shortest(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_fwords = 0;
+ PyObject *__pyx_v_ifrom = 0;
+ PyObject *__pyx_v_ito = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("shortest (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__fwords,&__pyx_n_s__ifrom,&__pyx_n_s__ito,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fwords)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ifrom)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("shortest", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 938; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ito)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("shortest", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 938; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "shortest") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 938; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_fwords = values[0];
+ __pyx_v_ifrom = values[1];
+ __pyx_v_ito = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("shortest", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 938; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.shortest", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_18shortest(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_fwords, __pyx_v_ifrom, __pyx_v_ito);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":938
+ * return ret
+ *
+ * def shortest(self, fwords, ifrom, ito): # <<<<<<<<<<<<<<
+ * cdef unsigned alt_id
+ * min = 1000
+ */
+
+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) {
+ unsigned int __pyx_v_alt_id;
+ PyObject *__pyx_v_min = NULL;
+ PyObject *__pyx_v_currmin = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ Py_ssize_t __pyx_t_3;
+ unsigned int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("shortest", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":940
+ * def shortest(self, fwords, ifrom, ito):
+ * cdef unsigned alt_id
+ * min = 1000 # <<<<<<<<<<<<<<
+ * if ifrom > ito:
+ * return min
+ */
+ __Pyx_INCREF(__pyx_int_1000);
+ __pyx_v_min = __pyx_int_1000;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":941
+ * cdef unsigned alt_id
+ * min = 1000
+ * if ifrom > ito: # <<<<<<<<<<<<<<
+ * return min
+ * if ifrom == ito:
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_ifrom, __pyx_v_ito, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":942
+ * min = 1000
+ * if ifrom > ito:
+ * return min # <<<<<<<<<<<<<<
+ * if ifrom == ito:
+ * return 0
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_min);
+ __pyx_r = __pyx_v_min;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":943
+ * if ifrom > ito:
+ * return min
+ * if ifrom == ito: # <<<<<<<<<<<<<<
+ * return 0
+ * for alt_id in range(len(fwords[ifrom])):
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_ifrom, __pyx_v_ito, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 943; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 943; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":944
+ * 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_r = __pyx_int_0;
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":945
+ * 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:
+ */
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
+ __pyx_v_alt_id = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":946
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__shortest); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_GetItemInt(__pyx_t_5, __pyx_v_alt_id, sizeof(unsigned int)+1, PyLong_FromUnsignedLong, 0, 0, 1); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_6, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyNumber_Add(__pyx_v_ifrom, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_ito);
+ PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_v_ito);
+ __Pyx_GIVEREF(__pyx_v_ito);
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_v_currmin);
+ __pyx_v_currmin = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":947
+ * 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:
+ */
+ __pyx_t_6 = PyObject_GetItem(__pyx_v_fwords, __pyx_v_ifrom); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_6, __pyx_v_alt_id, sizeof(unsigned int)+1, PyLong_FromUnsignedLong, 0, 0, 1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __Pyx_GetItemInt(__pyx_t_5, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_6, __pyx_t_5, Py_NE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":948
+ * 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
+ */
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_currmin, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_currmin);
+ __pyx_v_currmin = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":949
+ * if fwords[ifrom][alt_id][0] != EPSILON:
+ * currmin += 1
+ * if currmin < min: # <<<<<<<<<<<<<<
+ * min = currmin
+ * return min
+ */
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_currmin, __pyx_v_min, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 949; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 949; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":950
+ * currmin += 1
+ * if currmin < min:
+ * min = currmin # <<<<<<<<<<<<<<
+ * return min
+ *
+ */
+ __Pyx_INCREF(__pyx_v_currmin);
+ __Pyx_DECREF(__pyx_v_min);
+ __pyx_v_min = __pyx_v_currmin;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":951
+ * if currmin < min:
+ * min = currmin
+ * return min # <<<<<<<<<<<<<<
+ *
+ * def get_next_states(self, _columns, curr_idx, min_dist=2):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_min);
+ __pyx_r = __pyx_v_min;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.shortest", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_min);
+ __Pyx_XDECREF(__pyx_v_currmin);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_21get_next_states(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v__columns = 0;
+ PyObject *__pyx_v_curr_idx = 0;
+ PyObject *__pyx_v_min_dist = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_next_states (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s___columns,&__pyx_n_s__curr_idx,&__pyx_n_s__min_dist,0};
+ PyObject* values[3] = {0,0,0};
+ values[2] = ((PyObject *)__pyx_int_2);
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s___columns)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__curr_idx)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("get_next_states", 0, 2, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__min_dist);
+ if (value) { values[2] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_next_states") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v__columns = values[0];
+ __pyx_v_curr_idx = values[1];
+ __pyx_v_min_dist = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("get_next_states", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_next_states", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_20get_next_states(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v__columns, __pyx_v_curr_idx, __pyx_v_min_dist);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":953
+ * return min
+ *
+ * def get_next_states(self, _columns, curr_idx, min_dist=2): # <<<<<<<<<<<<<<
+ * result = []
+ * candidate = [[curr_idx,0]]
+ */
+
+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) {
+ PyObject *__pyx_v_result = NULL;
+ PyObject *__pyx_v_candidate = NULL;
+ PyObject *__pyx_v_curr = NULL;
+ PyObject *__pyx_v_curr_col = NULL;
+ PyObject *__pyx_v_alt = NULL;
+ PyObject *__pyx_v_next_id = NULL;
+ PyObject *__pyx_v_jump = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_t_8;
+ PyObject *(*__pyx_t_9)(PyObject *);
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_next_states", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":954
+ *
+ * def get_next_states(self, _columns, curr_idx, min_dist=2):
+ * result = [] # <<<<<<<<<<<<<<
+ * candidate = [[curr_idx,0]]
+ *
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 954; __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":955
+ * def get_next_states(self, _columns, curr_idx, min_dist=2):
+ * result = []
+ * candidate = [[curr_idx,0]] # <<<<<<<<<<<<<<
+ *
+ * while len(candidate) > 0:
+ */
+ __pyx_t_1 = PyList_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_curr_idx);
+ PyList_SET_ITEM(__pyx_t_1, 0, __pyx_v_curr_idx);
+ __Pyx_GIVEREF(__pyx_v_curr_idx);
+ __Pyx_INCREF(__pyx_int_0);
+ PyList_SET_ITEM(__pyx_t_1, 1, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyList_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_v_candidate = ((PyObject*)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":957
+ * candidate = [[curr_idx,0]]
+ *
+ * while len(candidate) > 0: # <<<<<<<<<<<<<<
+ * curr = candidate.pop()
+ * if curr[0] >= len(_columns):
+ */
+ while (1) {
+ __pyx_t_3 = PyList_GET_SIZE(((PyObject *)__pyx_v_candidate)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = ((__pyx_t_3 > 0) != 0);
+ if (!__pyx_t_4) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":958
+ *
+ * while len(candidate) > 0:
+ * curr = candidate.pop() # <<<<<<<<<<<<<<
+ * if curr[0] >= len(_columns):
+ * continue
+ */
+ __pyx_t_2 = __Pyx_PyObject_Pop(((PyObject *)__pyx_v_candidate)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_v_curr);
+ __pyx_v_curr = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":959
+ * 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:
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_curr, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 959; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyObject_Length(__pyx_v__columns); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 959; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 959; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyObject_RichCompare(__pyx_t_2, __pyx_t_1, Py_GE); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 959; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 959; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":960
+ * 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]);
+ */
+ goto __pyx_L3_continue;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":961
+ * 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]]
+ */
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_v_curr, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_4 = (__Pyx_PySequence_Contains(__pyx_t_5, ((PyObject *)__pyx_v_result), Py_NE)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (__pyx_t_4) {
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_v_curr, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_min_dist, __pyx_t_5, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_PyObject_IsTrue(__pyx_t_1)) {
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_self->max_initial_size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_5, __pyx_t_2, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_7 = __pyx_t_6;
+ } else {
+ __pyx_t_7 = __pyx_t_4;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":962
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_curr, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = __Pyx_PyList_Append(__pyx_v_result, __pyx_t_1); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":963
+ * 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]
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_curr, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 963; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyObject_GetItem(__pyx_v__columns, __pyx_t_1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 963; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_v_curr_col);
+ __pyx_v_curr_col = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":964
+ * result.append(curr[0]);
+ * curr_col = _columns[curr[0]]
+ * for alt in curr_col: # <<<<<<<<<<<<<<
+ * next_id = curr[0]+alt[2]
+ * jump = 1
+ */
+ if (PyList_CheckExact(__pyx_v_curr_col) || PyTuple_CheckExact(__pyx_v_curr_col)) {
+ __pyx_t_5 = __pyx_v_curr_col; __Pyx_INCREF(__pyx_t_5); __pyx_t_3 = 0;
+ __pyx_t_9 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_v_curr_col); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_9 = Py_TYPE(__pyx_t_5)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_9 && PyList_CheckExact(__pyx_t_5)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_9 && PyTuple_CheckExact(__pyx_t_5)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_3); __Pyx_INCREF(__pyx_t_1); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_5, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_9(__pyx_t_5);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_alt);
+ __pyx_v_alt = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":965
+ * curr_col = _columns[curr[0]]
+ * for alt in curr_col:
+ * next_id = curr[0]+alt[2] # <<<<<<<<<<<<<<
+ * jump = 1
+ * if alt[0] == EPSILON:
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_curr, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 965; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_alt, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 965; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_10 = PyNumber_Add(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 965; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_XDECREF(__pyx_v_next_id);
+ __pyx_v_next_id = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":966
+ * for alt in curr_col:
+ * next_id = curr[0]+alt[2]
+ * jump = 1 # <<<<<<<<<<<<<<
+ * if alt[0] == EPSILON:
+ * jump = 0
+ */
+ __Pyx_INCREF(__pyx_int_1);
+ __Pyx_XDECREF(__pyx_v_jump);
+ __pyx_v_jump = __pyx_int_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":967
+ * 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:
+ */
+ __pyx_t_10 = __Pyx_GetItemInt(__pyx_v_alt, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_2 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_10, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":968
+ * 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])
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_DECREF(__pyx_v_jump);
+ __pyx_v_jump = __pyx_int_0;
+ goto __pyx_L9;
+ }
+ __pyx_L9:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":969
+ * 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);
+ */
+ __pyx_t_7 = (__Pyx_PySequence_Contains(__pyx_v_next_id, ((PyObject *)__pyx_v_result), Py_NE)); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_7) {
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_curr, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_v_jump); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __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_RichCompare(__pyx_v_min_dist, __pyx_t_2, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_PyObject_IsTrue(__pyx_t_1)) {
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_10 = PyInt_FromLong((__pyx_v_self->max_initial_size + 1)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_2, __pyx_t_10, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_6 = __pyx_t_4;
+ } else {
+ __pyx_t_6 = __pyx_t_7;
+ }
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":970
+ * 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);
+ *
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_curr, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_v_jump); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyList_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_next_id);
+ PyList_SET_ITEM(__pyx_t_1, 0, __pyx_v_next_id);
+ __Pyx_GIVEREF(__pyx_v_next_id);
+ PyList_SET_ITEM(__pyx_t_1, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_8 = __Pyx_PyList_Append(__pyx_v_candidate, ((PyObject *)__pyx_t_1)); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_L3_continue:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":971
+ * 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):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(((PyObject *)__pyx_v_result));
+ PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_result));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_sorted, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_next_states", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XDECREF(__pyx_v_candidate);
+ __Pyx_XDECREF(__pyx_v_curr);
+ __Pyx_XDECREF(__pyx_v_curr_col);
+ __Pyx_XDECREF(__pyx_v_alt);
+ __Pyx_XDECREF(__pyx_v_next_id);
+ __Pyx_XDECREF(__pyx_v_jump);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_24generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_23input(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static char __pyx_doc_3_sa_23HieroCachingRuleFactory_22input[] = "When this function is called on the RuleFactory,\n it looks up all of the rules that can be used to translate\n the input sentence";
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_23input(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_fwords = 0;
+ PyObject *__pyx_v_meta = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("input (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__fwords,&__pyx_n_s__meta,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__fwords)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__meta)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("input", 1, 2, 2, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "input") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_fwords = values[0];
+ __pyx_v_meta = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("input", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.input", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_22input(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_fwords, __pyx_v_meta);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_lambda4(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_5input_lambda4 = {__Pyx_NAMESTR("lambda4"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_lambda4, METH_NOARGS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_lambda4(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda4 (wrapper)", 0);
+ __pyx_r = __pyx_lambda_funcdef_lambda4(__pyx_self);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_7lambda4_lambda5(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_5input_7lambda4_lambda5 = {__Pyx_NAMESTR("lambda5"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_7lambda4_lambda5, METH_NOARGS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_7lambda4_lambda5(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda5 (wrapper)", 0);
+ __pyx_r = __pyx_lambda_funcdef_lambda5(__pyx_self);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1142
+ * if len(extracts) > 0:
+ * fcount = Counter()
+ * fphrases = defaultdict(lambda: defaultdict(lambda: defaultdict(list))) # <<<<<<<<<<<<<<
+ * for (f, e, count, als), loc in extracts:
+ * fcount[f] += count
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda5(CYTHON_UNUSED PyObject *__pyx_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda5", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)((PyObject*)(&PyList_Type))));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)((PyObject*)(&PyList_Type))));
+ __Pyx_GIVEREF(((PyObject *)((PyObject*)(&PyList_Type))));
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.input.lambda4.lambda5", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda4", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_5input_7lambda4_lambda5, 0, __pyx_n_s_124, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.input.lambda4", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_1lambda6(PyObject *__pyx_self, PyObject *__pyx_v_x); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_5input_1lambda6 = {__Pyx_NAMESTR("lambda6"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_1lambda6, METH_O, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_5input_1lambda6(PyObject *__pyx_self, PyObject *__pyx_v_x) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda6 (wrapper)", 0);
+ __pyx_r = __pyx_lambda_funcdef_lambda6(__pyx_self, ((PyObject *)__pyx_v_x));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1148
+ * 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)
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda6", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_x, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.input.lambda6", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_5input_4generator14(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/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
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_5input_2genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_20_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_20_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_23HieroCachingRuleFactory_5input_4generator14, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.input.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_5input_4generator14(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fwords)) { __Pyx_RaiseClosureNameError("fwords"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fwords) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fwords)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_fwords; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_fwords); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_word);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_word = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_word, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_4, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_r = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":973
+ * return sorted(result);
+ *
+ * def input(self, fwords, meta): # <<<<<<<<<<<<<<
+ * '''When this function is called on the RuleFactory,
+ * it looks up all of the rules that can be used to translate
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_19_input *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("input", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)__pyx_tp_new_3_sa___pyx_scope_struct_19_input(__pyx_ptype_3_sa___pyx_scope_struct_19_input, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __pyx_cur_scope->__pyx_v_fwords = __pyx_v_fwords;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_fwords);
+ __pyx_cur_scope->__pyx_v_meta = __pyx_v_meta;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_meta);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_meta);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_23HieroCachingRuleFactory_24generator4, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.input", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_24generator4(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_19_input *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ float __pyx_t_4;
+ int __pyx_t_5;
+ Py_ssize_t __pyx_t_6;
+ int __pyx_t_7;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ int __pyx_t_13;
+ int __pyx_t_14;
+ PyObject *__pyx_t_15 = NULL;
+ PyObject *__pyx_t_16 = NULL;
+ PyObject *__pyx_t_17 = NULL;
+ PyObject *__pyx_t_18 = NULL;
+ PyObject *__pyx_t_19 = NULL;
+ PyObject *(*__pyx_t_20)(PyObject *);
+ int __pyx_t_21;
+ PyObject *(*__pyx_t_22)(PyObject *);
+ Py_ssize_t __pyx_t_23;
+ Py_ssize_t __pyx_t_24;
+ Py_ssize_t __pyx_t_25;
+ Py_ssize_t __pyx_t_26;
+ int __pyx_t_27;
+ int __pyx_t_28;
+ PyObject *(*__pyx_t_29)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L61_resume_from_yield;
+ case 2: goto __pyx_L82_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 973; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":984
+ * cdef Phrase hiero_phrase
+ *
+ * flen = len(fwords) # <<<<<<<<<<<<<<
+ * start_time = monitor_cpu()
+ * self.extract_time = 0.0
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_fwords;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_cur_scope->__pyx_v_flen = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":985
+ *
+ * flen = len(fwords)
+ * start_time = monitor_cpu() # <<<<<<<<<<<<<<
+ * self.extract_time = 0.0
+ * self.intersect_time = 0.0
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_3); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_cur_scope->__pyx_v_start_time = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":986
+ * flen = len(fwords)
+ * start_time = monitor_cpu()
+ * self.extract_time = 0.0 # <<<<<<<<<<<<<<
+ * self.intersect_time = 0.0
+ * nodes_isteps_away_buffer = {}
+ */
+ __pyx_cur_scope->__pyx_v_self->extract_time = 0.0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":987
+ * start_time = monitor_cpu()
+ * self.extract_time = 0.0
+ * self.intersect_time = 0.0 # <<<<<<<<<<<<<<
+ * nodes_isteps_away_buffer = {}
+ * hit = 0
+ */
+ __pyx_cur_scope->__pyx_v_self->intersect_time = 0.0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":988
+ * self.extract_time = 0.0
+ * self.intersect_time = 0.0
+ * nodes_isteps_away_buffer = {} # <<<<<<<<<<<<<<
+ * hit = 0
+ * reachable_buffer = {}
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_cur_scope->__pyx_v_nodes_isteps_away_buffer = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":989
+ * self.intersect_time = 0.0
+ * nodes_isteps_away_buffer = {}
+ * hit = 0 # <<<<<<<<<<<<<<
+ * reachable_buffer = {}
+ *
+ */
+ __pyx_cur_scope->__pyx_v_hit = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":990
+ * nodes_isteps_away_buffer = {}
+ * hit = 0
+ * reachable_buffer = {} # <<<<<<<<<<<<<<
+ *
+ * # Phrase pairs processed by suffix array extractor. Do not re-extract
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 990; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_cur_scope->__pyx_v_reachable_buffer = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":995
+ * # during online extraction. This is probably the hackiest part of
+ * # online grammar extraction.
+ * seen_phrases = set() # <<<<<<<<<<<<<<
+ *
+ * # Do not cache between sentences
+ */
+ __pyx_t_3 = PySet_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_cur_scope->__pyx_v_seen_phrases = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":998
+ *
+ * # Do not cache between sentences
+ * self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation()) # <<<<<<<<<<<<<<
+ *
+ * frontier = []
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_PhraseLocation)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_t_3, ((PyObject *)__pyx_n_s__phrase_location), __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_self->rules->root);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_self->rules->root);
+ __pyx_cur_scope->__pyx_v_self->rules->root = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1000
+ * self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+ *
+ * frontier = [] # <<<<<<<<<<<<<<
+ * for i in range(len(fwords)):
+ * for alt in range(0, len(fwords[i])):
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_frontier = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1001
+ *
+ * frontier = []
+ * for i in range(len(fwords)): # <<<<<<<<<<<<<<
+ * for alt in range(0, len(fwords[i])):
+ * if fwords[i][alt][0] != EPSILON:
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_fwords;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1001; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_2; __pyx_t_5+=1) {
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_5;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1002
+ * 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))
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_fwords, __pyx_cur_scope->__pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1002; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1002; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
+ __pyx_cur_scope->__pyx_v_alt = __pyx_t_7;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1003
+ * 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))
+ *
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_fwords, __pyx_cur_scope->__pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, __pyx_cur_scope->__pyx_v_alt, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_3, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_8 = PyObject_RichCompare(__pyx_t_1, __pyx_t_3, Py_NE); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1004
+ * 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
+ */
+ __pyx_t_8 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_3 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_alt); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_11 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = PyTuple_New(8); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_12, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_12, 2, ((PyObject *)__pyx_t_10));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_10));
+ PyTuple_SET_ITEM(__pyx_t_12, 3, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_12, 4, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_self->rules->root);
+ PyTuple_SET_ITEM(__pyx_t_12, 5, __pyx_cur_scope->__pyx_v_self->rules->root);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_self->rules->root);
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ PyTuple_SET_ITEM(__pyx_t_12, 6, ((PyObject *)__pyx_empty_tuple));
+ __Pyx_GIVEREF(((PyObject *)__pyx_empty_tuple));
+ PyTuple_SET_ITEM(__pyx_t_12, 7, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_8 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_10 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_frontier, ((PyObject *)__pyx_t_12)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1006
+ * 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:
+ */
+ __Pyx_INCREF(Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __pyx_cur_scope->__pyx_v_xroot = Py_None;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1007
+ *
+ * xroot = None
+ * x1 = sym_setindex(self.category, 1) # <<<<<<<<<<<<<<
+ * if x1 in self.rules.root.children:
+ * xroot = self.rules.root.children[x1]
+ */
+ __pyx_cur_scope->__pyx_v_x1 = __pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1008
+ * xroot = None
+ * x1 = sym_setindex(self.category, 1)
+ * if x1 in self.rules.root.children: # <<<<<<<<<<<<<<
+ * xroot = self.rules.root.children[x1]
+ * else:
+ */
+ __pyx_t_12 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_x1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1008; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_self->rules->root, __pyx_n_s__children); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1008; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_9 = (__Pyx_PySequence_Contains(__pyx_t_12, __pyx_t_11, Py_EQ)); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1008; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_14 = (__pyx_t_9 != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1009
+ * 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())
+ */
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_self->rules->root, __pyx_n_s__children); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = __Pyx_GetItemInt(__pyx_t_11, __pyx_cur_scope->__pyx_v_x1, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_xroot);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_xroot);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_xroot = __pyx_t_12;
+ __pyx_t_12 = 0;
+ goto __pyx_L9;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1011
+ * xroot = self.rules.root.children[x1]
+ * else:
+ * xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation()) # <<<<<<<<<<<<<<
+ * self.rules.root.children[x1] = xroot
+ *
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__suffix_link), __pyx_cur_scope->__pyx_v_self->rules->root) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_11 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_PhraseLocation)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__phrase_location), __pyx_t_11) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_xroot);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_xroot);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_cur_scope->__pyx_v_xroot = __pyx_t_11;
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1012
+ * 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)):
+ */
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_self->rules->root, __pyx_n_s__children); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ if (__Pyx_SetItemInt(__pyx_t_11, __pyx_cur_scope->__pyx_v_x1, __pyx_cur_scope->__pyx_v_xroot, sizeof(int), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ }
+ __pyx_L9:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1014
+ * 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:
+ */
+ __pyx_t_11 = __pyx_cur_scope->__pyx_v_fwords;
+ __Pyx_INCREF(__pyx_t_11);
+ __pyx_t_2 = PyObject_Length(__pyx_t_11); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1014; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ for (__pyx_t_5 = __pyx_cur_scope->__pyx_v_self->min_gap_size; __pyx_t_5 < __pyx_t_2; __pyx_t_5+=1) {
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_5;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1015
+ *
+ * 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))
+ */
+ __pyx_t_11 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_fwords, __pyx_cur_scope->__pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_11) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_6 = PyObject_Length(__pyx_t_11); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
+ __pyx_cur_scope->__pyx_v_alt = __pyx_t_7;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1016
+ * 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))
+ *
+ */
+ __pyx_t_11 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_fwords, __pyx_cur_scope->__pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_11) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1016; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = __Pyx_GetItemInt(__pyx_t_11, __pyx_cur_scope->__pyx_v_alt, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1016; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = __Pyx_GetItemInt(__pyx_t_12, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_11) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1016; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1016; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_11, __pyx_t_12, Py_NE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1016; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1016; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1017
+ * 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 = []
+ */
+ __pyx_t_1 = PyInt_FromLong((__pyx_cur_scope->__pyx_v_i - __pyx_cur_scope->__pyx_v_self->min_gap_size)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_12 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_11 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_alt); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_3 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->min_gap_size); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_8 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_x1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_16 = PyTuple_New(8); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ PyTuple_SET_ITEM(__pyx_t_16, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_16, 1, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_16, 2, ((PyObject *)__pyx_t_10));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_10));
+ PyTuple_SET_ITEM(__pyx_t_16, 3, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_16, 4, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_xroot);
+ PyTuple_SET_ITEM(__pyx_t_16, 5, __pyx_cur_scope->__pyx_v_xroot);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_xroot);
+ PyTuple_SET_ITEM(__pyx_t_16, 6, ((PyObject *)__pyx_t_15));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_15));
+ PyTuple_SET_ITEM(__pyx_t_16, 7, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_1 = 0;
+ __pyx_t_12 = 0;
+ __pyx_t_10 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_15 = 0;
+ __pyx_t_8 = 0;
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_frontier, ((PyObject *)__pyx_t_16)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_16)); __pyx_t_16 = 0;
+ goto __pyx_L14;
+ }
+ __pyx_L14:;
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1019
+ * 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))
+ */
+ __pyx_t_16 = PyList_New(0); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1019; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_16));
+ __pyx_cur_scope->__pyx_v_next_states = ((PyObject*)__pyx_t_16);
+ __pyx_t_16 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1020
+ *
+ * next_states = []
+ * for i in range(len(fwords)): # <<<<<<<<<<<<<<
+ * next_states.append(self.get_next_states(fwords,i,self.min_gap_size))
+ *
+ */
+ __pyx_t_16 = __pyx_cur_scope->__pyx_v_fwords;
+ __Pyx_INCREF(__pyx_t_16);
+ __pyx_t_2 = PyObject_Length(__pyx_t_16); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_2; __pyx_t_5+=1) {
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_5;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1021
+ * 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:
+ */
+ __pyx_t_16 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__get_next_states); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_8 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_15 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->min_gap_size); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_15);
+ __Pyx_GIVEREF(__pyx_t_15);
+ __pyx_t_8 = 0;
+ __pyx_t_15 = 0;
+ __pyx_t_15 = PyObject_Call(__pyx_t_16, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_next_states, __pyx_t_15); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1023
+ * 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:
+ */
+ while (1) {
+ __pyx_t_2 = PyList_GET_SIZE(((PyObject *)__pyx_cur_scope->__pyx_v_frontier)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1023; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_14 = ((__pyx_t_2 > 0) != 0);
+ if (!__pyx_t_14) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1024
+ *
+ * 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]
+ */
+ __pyx_t_15 = PyList_New(0); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1024; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_new_frontier));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_new_frontier));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_15));
+ __pyx_cur_scope->__pyx_v_new_frontier = ((PyObject*)__pyx_t_15);
+ __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1025
+ * 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]
+ */
+ __pyx_t_15 = ((PyObject *)__pyx_cur_scope->__pyx_v_frontier); __Pyx_INCREF(__pyx_t_15); __pyx_t_2 = 0;
+ for (;;) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_15)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_15, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_15, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
+ PyObject* sequence = __pyx_t_3;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 8)) {
+ if (size > 8) __Pyx_RaiseTooManyValuesError(8);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_16 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyTuple_GET_ITEM(sequence, 2);
+ __pyx_t_10 = PyTuple_GET_ITEM(sequence, 3);
+ __pyx_t_12 = PyTuple_GET_ITEM(sequence, 4);
+ __pyx_t_1 = PyTuple_GET_ITEM(sequence, 5);
+ __pyx_t_17 = PyTuple_GET_ITEM(sequence, 6);
+ __pyx_t_18 = PyTuple_GET_ITEM(sequence, 7);
+ } else {
+ __pyx_t_16 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_8 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyList_GET_ITEM(sequence, 2);
+ __pyx_t_10 = PyList_GET_ITEM(sequence, 3);
+ __pyx_t_12 = PyList_GET_ITEM(sequence, 4);
+ __pyx_t_1 = PyList_GET_ITEM(sequence, 5);
+ __pyx_t_17 = PyList_GET_ITEM(sequence, 6);
+ __pyx_t_18 = PyList_GET_ITEM(sequence, 7);
+ }
+ __Pyx_INCREF(__pyx_t_16);
+ __Pyx_INCREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_17);
+ __Pyx_INCREF(__pyx_t_18);
+ #else
+ Py_ssize_t i;
+ PyObject** temps[8] = {&__pyx_t_16,&__pyx_t_8,&__pyx_t_11,&__pyx_t_10,&__pyx_t_12,&__pyx_t_1,&__pyx_t_17,&__pyx_t_18};
+ for (i=0; i < 8; i++) {
+ PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(item);
+ *(temps[i]) = item;
+ }
+ #endif
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ PyObject** temps[8] = {&__pyx_t_16,&__pyx_t_8,&__pyx_t_11,&__pyx_t_10,&__pyx_t_12,&__pyx_t_1,&__pyx_t_17,&__pyx_t_18};
+ __pyx_t_19 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_19)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_19);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_20 = Py_TYPE(__pyx_t_19)->tp_iternext;
+ for (index=0; index < 8; index++) {
+ PyObject* item = __pyx_t_20(__pyx_t_19); if (unlikely(!item)) goto __pyx_L21_unpacking_failed;
+ __Pyx_GOTREF(item);
+ *(temps[index]) = item;
+ }
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_20(__pyx_t_19), 8) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = NULL;
+ __Pyx_DECREF(__pyx_t_19); __pyx_t_19 = 0;
+ goto __pyx_L22_unpacking_done;
+ __pyx_L21_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_19); __pyx_t_19 = 0;
+ __pyx_t_20 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L22_unpacking_done:;
+ }
+ __pyx_t_5 = __Pyx_PyInt_AsInt(__pyx_t_16); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __pyx_t_7 = __Pyx_PyInt_AsInt(__pyx_t_8); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_21 = __Pyx_PyInt_AsInt(__pyx_t_10); if (unlikely((__pyx_t_21 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_cur_scope->__pyx_v_k = __pyx_t_5;
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_7;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_input_match);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_input_match);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_cur_scope->__pyx_v_input_match = __pyx_t_11;
+ __pyx_t_11 = 0;
+ __pyx_cur_scope->__pyx_v_alt = __pyx_t_21;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_pathlen = __pyx_t_12;
+ __pyx_t_12 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_node = __pyx_t_1;
+ __pyx_t_1 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_prefix);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_prefix);
+ __Pyx_GIVEREF(__pyx_t_17);
+ __pyx_cur_scope->__pyx_v_prefix = __pyx_t_17;
+ __pyx_t_17 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_is_shadow_path = __pyx_t_18;
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1026
+ * 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
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_fwords, __pyx_cur_scope->__pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1026; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_18 = __Pyx_GetItemInt(__pyx_t_3, __pyx_cur_scope->__pyx_v_alt, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1026; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_18, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1026; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_word_id);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_word_id);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_word_id = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1027
+ * 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:
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_fwords, __pyx_cur_scope->__pyx_v_i, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1027; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_18 = __Pyx_GetItemInt(__pyx_t_3, __pyx_cur_scope->__pyx_v_alt, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1027; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_18, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1027; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_spanlen = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1029
+ * 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):
+ */
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_3_sa_EPSILON); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_18 = PyObject_RichCompare(__pyx_cur_scope->__pyx_v_word_id, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_18); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_18); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1031
+ * 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])):
+ */
+ __pyx_t_18 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1031; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_3 = PyNumber_Add(__pyx_t_18, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1031; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_18 = __pyx_cur_scope->__pyx_v_fwords;
+ __Pyx_INCREF(__pyx_t_18);
+ __pyx_t_6 = PyObject_Length(__pyx_t_18); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1031; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_18 = PyInt_FromSsize_t(__pyx_t_6); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1031; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_17 = PyObject_RichCompare(__pyx_t_3, __pyx_t_18, Py_GE); __Pyx_XGOTREF(__pyx_t_17); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1031; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_17); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1031; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1032
+ * # 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))
+ */
+ goto __pyx_L19_continue;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1033
+ * 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
+ */
+ __pyx_t_17 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_18 = PyNumber_Add(__pyx_t_17, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ __pyx_t_17 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_fwords, __pyx_t_18); if (!__pyx_t_17) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_6 = PyObject_Length(__pyx_t_17); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ for (__pyx_t_21 = 0; __pyx_t_21 < __pyx_t_6; __pyx_t_21+=1) {
+ __pyx_cur_scope->__pyx_v_nualt = __pyx_t_21;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1034
+ * 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
+ *
+ */
+ __pyx_t_17 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_k); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_18 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_3 = PyNumber_Add(__pyx_t_18, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_18 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_nualt); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_1 = PyTuple_New(8); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_17);
+ __Pyx_GIVEREF(__pyx_t_17);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_input_match);
+ PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_cur_scope->__pyx_v_input_match);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_input_match);
+ PyTuple_SET_ITEM(__pyx_t_1, 3, __pyx_t_18);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_pathlen);
+ PyTuple_SET_ITEM(__pyx_t_1, 4, __pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_node);
+ PyTuple_SET_ITEM(__pyx_t_1, 5, __pyx_cur_scope->__pyx_v_node);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_prefix);
+ PyTuple_SET_ITEM(__pyx_t_1, 6, __pyx_cur_scope->__pyx_v_prefix);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_prefix);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ PyTuple_SET_ITEM(__pyx_t_1, 7, __pyx_cur_scope->__pyx_v_is_shadow_path);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ __pyx_t_17 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_18 = 0;
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_frontier, ((PyObject *)__pyx_t_1)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1035
+ * 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,)
+ */
+ goto __pyx_L19_continue;
+ goto __pyx_L23;
+ }
+ __pyx_L23:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1037
+ * continue
+ *
+ * phrase = prefix + (word_id,) # <<<<<<<<<<<<<<
+ * hiero_phrase = Phrase(phrase)
+ * arity = hiero_phrase.arity()
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1037; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_word_id);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_cur_scope->__pyx_v_word_id);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_word_id);
+ __pyx_t_18 = PyNumber_Add(__pyx_cur_scope->__pyx_v_prefix, ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1037; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_phrase);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_phrase);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_phrase = __pyx_t_18;
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1038
+ *
+ * phrase = prefix + (word_id,)
+ * hiero_phrase = Phrase(phrase) # <<<<<<<<<<<<<<
+ * arity = hiero_phrase.arity()
+ *
+ */
+ __pyx_t_18 = PyTuple_New(1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_phrase);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_cur_scope->__pyx_v_phrase);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_phrase);
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_18), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_hiero_phrase));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_hiero_phrase));
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_hiero_phrase = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1039
+ * phrase = prefix + (word_id,)
+ * hiero_phrase = Phrase(phrase)
+ * arity = hiero_phrase.arity() # <<<<<<<<<<<<<<
+ *
+ * lookup_required = False
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_hiero_phrase), __pyx_n_s__arity); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_18 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_21 = __Pyx_PyInt_AsInt(__pyx_t_18); if (unlikely((__pyx_t_21 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_cur_scope->__pyx_v_arity = __pyx_t_21;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1041
+ * arity = hiero_phrase.arity()
+ *
+ * lookup_required = False # <<<<<<<<<<<<<<
+ * if word_id in node.children:
+ * if node.children[word_id] is None:
+ */
+ __pyx_cur_scope->__pyx_v_lookup_required = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1042
+ *
+ * lookup_required = False
+ * if word_id in node.children: # <<<<<<<<<<<<<<
+ * if node.children[word_id] is None:
+ * # Path dead-ends at this node
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_14 = (__Pyx_PySequence_Contains(__pyx_cur_scope->__pyx_v_word_id, __pyx_t_18, Py_EQ)); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_9 = (__pyx_t_14 != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1043
+ * lookup_required = False
+ * if word_id in node.children:
+ * if node.children[word_id] is None: # <<<<<<<<<<<<<<
+ * # Path dead-ends at this node
+ * continue
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1043; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_1 = PyObject_GetItem(__pyx_t_18, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1043; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_9 = (__pyx_t_1 == Py_None);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_14 = (__pyx_t_9 != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1045
+ * if node.children[word_id] is None:
+ * # Path dead-ends at this node
+ * continue # <<<<<<<<<<<<<<
+ * else:
+ * # Path continues at this node
+ */
+ goto __pyx_L19_continue;
+ goto __pyx_L28;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1048
+ * else:
+ * # Path continues at this node
+ * node = node.children[word_id] # <<<<<<<<<<<<<<
+ * else:
+ * if node.suffix_link is None:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_18 = PyObject_GetItem(__pyx_t_1, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_node = __pyx_t_18;
+ __pyx_t_18 = 0;
+ }
+ __pyx_L28:;
+ goto __pyx_L27;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1050
+ * node = node.children[word_id]
+ * else:
+ * if node.suffix_link is None: # <<<<<<<<<<<<<<
+ * # Current node is root; lookup required
+ * lookup_required = True
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_14 = (__pyx_t_18 == Py_None);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_9 = (__pyx_t_14 != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1052
+ * if node.suffix_link is None:
+ * # Current node is root; lookup required
+ * lookup_required = True # <<<<<<<<<<<<<<
+ * else:
+ * if word_id in node.suffix_link.children:
+ */
+ __pyx_cur_scope->__pyx_v_lookup_required = 1;
+ goto __pyx_L29;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1054
+ * 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
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1054; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_18, __pyx_n_s__children); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1054; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_9 = (__Pyx_PySequence_Contains(__pyx_cur_scope->__pyx_v_word_id, __pyx_t_1, Py_EQ)); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1054; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_14 = (__pyx_t_9 != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1055
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1055; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__children); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1055; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_GetItem(__pyx_t_18, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1055; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_14 = (__pyx_t_1 == Py_None);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_9 = (__pyx_t_14 != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1057
+ * if node.suffix_link.children[word_id] is None:
+ * # Suffix link reports path is dead end
+ * node.children[word_id] = None # <<<<<<<<<<<<<<
+ * continue
+ * else:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyObject_SetItem(__pyx_t_1, __pyx_cur_scope->__pyx_v_word_id, Py_None) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1058
+ * # Suffix link reports path is dead end
+ * node.children[word_id] = None
+ * continue # <<<<<<<<<<<<<<
+ * else:
+ * # Suffix link indicates lookup is reqired
+ */
+ goto __pyx_L19_continue;
+ goto __pyx_L31;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1061
+ * else:
+ * # Suffix link indicates lookup is reqired
+ * lookup_required = True # <<<<<<<<<<<<<<
+ * else:
+ * #ERROR: We never get here
+ */
+ __pyx_cur_scope->__pyx_v_lookup_required = 1;
+ }
+ __pyx_L31:;
+ goto __pyx_L30;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1064
+ * else:
+ * #ERROR: We never get here
+ * raise Exception("Keyword trie error") # <<<<<<<<<<<<<<
+ * # checking whether lookup_required
+ * if lookup_required:
+ */
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_k_tuple_126), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_Raise(__pyx_t_1, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_L30:;
+ }
+ __pyx_L29:;
+ }
+ __pyx_L27:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1066
+ * raise Exception("Keyword trie error")
+ * # checking whether lookup_required
+ * if lookup_required: # <<<<<<<<<<<<<<
+ * new_node = None
+ * if is_shadow_path:
+ */
+ __pyx_t_9 = (__pyx_cur_scope->__pyx_v_lookup_required != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1067
+ * # checking whether lookup_required
+ * if lookup_required:
+ * new_node = None # <<<<<<<<<<<<<<
+ * if is_shadow_path:
+ * # Extending shadow path
+ */
+ __Pyx_INCREF(Py_None);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_GIVEREF(Py_None);
+ __pyx_cur_scope->__pyx_v_new_node = Py_None;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1068
+ * 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
+ */
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_cur_scope->__pyx_v_is_shadow_path); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1068; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1071
+ * # 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)
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_18, __pyx_n_s__children); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_18 = PyObject_GetItem(__pyx_t_3, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_18, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__phrase_location), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1072
+ * # 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:
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s__children); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_GetItem(__pyx_t_18, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__suffix_link), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1073
+ * 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:
+ */
+ if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_n_s__phrase), ((PyObject *)__pyx_cur_scope->__pyx_v_hiero_phrase)) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_new_node = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L33;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1075
+ * phrase=hiero_phrase)
+ * else:
+ * if arity > 0: # <<<<<<<<<<<<<<
+ * # Intersecting because of arity > 0
+ * intersect_start_time = monitor_cpu()
+ */
+ __pyx_t_9 = ((__pyx_cur_scope->__pyx_v_arity > 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1077
+ * 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()
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_intersect_start_time);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_intersect_start_time);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_intersect_start_time = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1078
+ * # 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
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__children); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_GetItem(__pyx_t_3, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_cur_scope->__pyx_v_self->__pyx_vtab)->intersect(__pyx_cur_scope->__pyx_v_self, __pyx_cur_scope->__pyx_v_node, __pyx_t_1, __pyx_cur_scope->__pyx_v_hiero_phrase)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1079
+ * 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:
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1079; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1079; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_intersect_stop_time);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_intersect_stop_time);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_intersect_stop_time = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1080
+ * 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
+ */
+ __pyx_t_1 = PyFloat_FromDouble(__pyx_cur_scope->__pyx_v_self->intersect_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1080; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_intersect_stop_time, __pyx_cur_scope->__pyx_v_intersect_start_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1080; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_18 = PyNumber_InPlaceAdd(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1080; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_18); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1080; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_cur_scope->__pyx_v_self->intersect_time = __pyx_t_4;
+ goto __pyx_L34;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1083
+ * 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:
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1083; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ if (!(likely(((__pyx_t_18) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_18, __pyx_ptype_3_sa_PhraseLocation))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1083; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_18);
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1084
+ * # 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])
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self->fsa), __pyx_n_s__lookup); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_phrase, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_21 = __Pyx_PyInt_AsInt(__pyx_t_3); if (unlikely((__pyx_t_21 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_21)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_6 = PyObject_Length(__pyx_cur_scope->__pyx_v_phrase); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromSsize_t((__pyx_t_6 - 1)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_17 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_phrase_location->sa_low); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_12 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_phrase_location->sa_high); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_10 = PyTuple_New(4); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_10, 2, __pyx_t_17);
+ __Pyx_GIVEREF(__pyx_t_17);
+ PyTuple_SET_ITEM(__pyx_t_10, 3, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_3 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_17 = 0;
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_sa_range);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_sa_range);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_sa_range = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1085
+ * 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:
+ */
+ __pyx_t_9 = (__pyx_cur_scope->__pyx_v_sa_range != Py_None);
+ __pyx_t_14 = (__pyx_t_9 != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1086
+ * 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
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1086; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __pyx_t_10 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_sa_range, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1086; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__sa_low), __pyx_t_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1086; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_sa_range, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1086; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__sa_high), __pyx_t_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1086; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_PhraseLocation)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1086; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_GOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_10);
+ __pyx_t_10 = 0;
+ goto __pyx_L35;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1088
+ * phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1])
+ * else:
+ * phrase_location = None # <<<<<<<<<<<<<<
+ *
+ * if phrase_location is None:
+ */
+ __Pyx_INCREF(Py_None);
+ __Pyx_GOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location));
+ __Pyx_GIVEREF(Py_None);
+ __pyx_cur_scope->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)Py_None);
+ }
+ __pyx_L35:;
+ }
+ __pyx_L34:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1090
+ * phrase_location = None
+ *
+ * if phrase_location is None: # <<<<<<<<<<<<<<
+ * node.children[word_id] = None
+ * # Search failed
+ */
+ __pyx_t_14 = (((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location) == Py_None);
+ __pyx_t_9 = (__pyx_t_14 != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1091
+ *
+ * if phrase_location is None:
+ * node.children[word_id] = None # <<<<<<<<<<<<<<
+ * # Search failed
+ * continue
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ if (PyObject_SetItem(__pyx_t_10, __pyx_cur_scope->__pyx_v_word_id, Py_None) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1093
+ * node.children[word_id] = None
+ * # Search failed
+ * continue # <<<<<<<<<<<<<<
+ * # Search succeeded
+ * suffix_link = self.rules.root
+ */
+ goto __pyx_L19_continue;
+ goto __pyx_L36;
+ }
+ __pyx_L36:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1095
+ * continue
+ * # Search succeeded
+ * suffix_link = self.rules.root # <<<<<<<<<<<<<<
+ * if node.suffix_link is not None:
+ * suffix_link = node.suffix_link.children[word_id]
+ */
+ __pyx_t_10 = __pyx_cur_scope->__pyx_v_self->rules->root;
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_suffix_link);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_suffix_link);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_v_suffix_link = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1096
+ * # 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,
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1096; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_9 = (__pyx_t_10 != Py_None);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_14 = (__pyx_t_9 != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1097
+ * 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,
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1097; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s__children); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1097; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_GetItem(__pyx_t_12, __pyx_cur_scope->__pyx_v_word_id); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1097; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_suffix_link);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_suffix_link);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_v_suffix_link = __pyx_t_10;
+ __pyx_t_10 = 0;
+ goto __pyx_L37;
+ }
+ __pyx_L37:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1098
+ * 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)
+ */
+ __pyx_t_10 = PyDict_New(); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_10));
+ if (PyDict_SetItem(__pyx_t_10, ((PyObject *)__pyx_n_s__phrase_location), ((PyObject *)__pyx_cur_scope->__pyx_v_phrase_location)) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1099
+ * 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
+ */
+ if (PyDict_SetItem(__pyx_t_10, ((PyObject *)__pyx_n_s__suffix_link), __pyx_cur_scope->__pyx_v_suffix_link) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1100
+ * new_node = ExtendedTrieNode(phrase_location=phrase_location,
+ * suffix_link=suffix_link,
+ * phrase=hiero_phrase) # <<<<<<<<<<<<<<
+ * node.children[word_id] = new_node
+ * node = new_node
+ */
+ if (PyDict_SetItem(__pyx_t_10, ((PyObject *)__pyx_n_s__phrase), ((PyObject *)__pyx_cur_scope->__pyx_v_hiero_phrase)) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_10)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_new_node = __pyx_t_12;
+ __pyx_t_12 = 0;
+ }
+ __pyx_L33:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1101
+ * suffix_link=suffix_link,
+ * phrase=hiero_phrase)
+ * node.children[word_id] = new_node # <<<<<<<<<<<<<<
+ * node = new_node
+ *
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ if (PyObject_SetItem(__pyx_t_12, __pyx_cur_scope->__pyx_v_word_id, __pyx_cur_scope->__pyx_v_new_node) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1102
+ * phrase=hiero_phrase)
+ * node.children[word_id] = new_node
+ * node = new_node # <<<<<<<<<<<<<<
+ *
+ * '''Automatically add a trailing X node, if allowed --
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_new_node);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_new_node);
+ __pyx_cur_scope->__pyx_v_node = __pyx_cur_scope->__pyx_v_new_node;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1107
+ * 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)
+ */
+ __pyx_t_14 = ((__pyx_cur_scope->__pyx_v_arity < __pyx_cur_scope->__pyx_v_self->max_nonterminals) != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1108
+ * 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
+ */
+ __pyx_t_12 = PyInt_FromLong((__pyx_cur_scope->__pyx_v_arity + 1)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_xcat_index);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_xcat_index);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_xcat_index = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1109
+ * 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:
+ */
+ __pyx_t_21 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_xcat_index); if (unlikely((__pyx_t_21 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_cur_scope->__pyx_v_xcat = __pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, __pyx_t_21);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1110
+ * 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
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_xcat_index);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_suffix_link_xcat_index);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_suffix_link_xcat_index);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_xcat_index);
+ __pyx_cur_scope->__pyx_v_suffix_link_xcat_index = __pyx_cur_scope->__pyx_v_xcat_index;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1111
+ * 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)
+ */
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_cur_scope->__pyx_v_is_shadow_path); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1112
+ * 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,
+ */
+ __pyx_t_12 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_xcat_index, __pyx_int_1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_suffix_link_xcat_index);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_suffix_link_xcat_index);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_suffix_link_xcat_index = __pyx_t_12;
+ __pyx_t_12 = 0;
+ goto __pyx_L39;
+ }
+ __pyx_L39:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1113
+ * 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],
+ */
+ __pyx_t_21 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_suffix_link_xcat_index); if (unlikely((__pyx_t_21 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_cur_scope->__pyx_v_suffix_link_xcat = __pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, __pyx_t_21);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1114
+ * 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,)))
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__phrase_location), __pyx_t_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1115
+ * 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,)))
+ *
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__suffix_link); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s__children); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = __Pyx_GetItemInt(__pyx_t_18, __pyx_cur_scope->__pyx_v_suffix_link_xcat, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__suffix_link), __pyx_t_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1116
+ * 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
+ */
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_xcat); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_18 = PyTuple_New(1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyNumber_Add(__pyx_cur_scope->__pyx_v_phrase, ((PyObject *)__pyx_t_18)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ __pyx_t_18 = PyTuple_New(1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_18), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__phrase), __pyx_t_10) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_ExtendedTrieNode)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1114
+ * 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,)))
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ if (__Pyx_SetItemInt(__pyx_t_12, __pyx_cur_scope->__pyx_v_xcat, __pyx_t_10, sizeof(int), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L38;
+ }
+ __pyx_L38:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1119
+ *
+ * # sample from range
+ * if not is_shadow_path: # <<<<<<<<<<<<<<
+ * sample = self.sampler.sample(node.phrase_location)
+ * num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns
+ */
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_cur_scope->__pyx_v_is_shadow_path); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = ((!__pyx_t_14) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1120
+ * # sample from range
+ * if not is_shadow_path:
+ * sample = self.sampler.sample(node.phrase_location) # <<<<<<<<<<<<<<
+ * num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns
+ * chunklen = IntList(initial_len=num_subpatterns)
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self->sampler), __pyx_n_s__sample); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_18 = PyTuple_New(1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_t_18), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ if (!(likely(((__pyx_t_12) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_sample));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_sample));
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_sample = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1121
+ * if not is_shadow_path:
+ * sample = self.sampler.sample(node.phrase_location)
+ * num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns # <<<<<<<<<<<<<<
+ * chunklen = IntList(initial_len=num_subpatterns)
+ * for j from 0 <= j < num_subpatterns:
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__phrase_location); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_21 = ((struct __pyx_obj_3_sa_PhraseLocation *)__pyx_t_12)->num_subpatterns;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_cur_scope->__pyx_v_num_subpatterns = __pyx_t_21;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1122
+ * sample = self.sampler.sample(node.phrase_location)
+ * num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns
+ * chunklen = IntList(initial_len=num_subpatterns) # <<<<<<<<<<<<<<
+ * for j from 0 <= j < num_subpatterns:
+ * chunklen.arr[j] = hiero_phrase.chunklen(j)
+ */
+ __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_12));
+ __pyx_t_18 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_num_subpatterns); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ if (PyDict_SetItem(__pyx_t_12, ((PyObject *)__pyx_n_s__initial_len), __pyx_t_18) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_18 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), ((PyObject *)__pyx_t_12)); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_chunklen));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_chunklen));
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_chunklen = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_18);
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1123
+ * num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns
+ * chunklen = IntList(initial_len=num_subpatterns)
+ * for j from 0 <= j < num_subpatterns: # <<<<<<<<<<<<<<
+ * chunklen.arr[j] = hiero_phrase.chunklen(j)
+ * extracts = []
+ */
+ __pyx_t_21 = __pyx_cur_scope->__pyx_v_num_subpatterns;
+ for (__pyx_cur_scope->__pyx_v_j = 0; __pyx_cur_scope->__pyx_v_j < __pyx_t_21; __pyx_cur_scope->__pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1124
+ * chunklen = IntList(initial_len=num_subpatterns)
+ * for j from 0 <= j < num_subpatterns:
+ * chunklen.arr[j] = hiero_phrase.chunklen(j) # <<<<<<<<<<<<<<
+ * extracts = []
+ * j = 0
+ */
+ (__pyx_cur_scope->__pyx_v_chunklen->arr[__pyx_cur_scope->__pyx_v_j]) = ((struct __pyx_vtabstruct_3_sa_Phrase *)__pyx_cur_scope->__pyx_v_hiero_phrase->__pyx_vtab)->chunklen(__pyx_cur_scope->__pyx_v_hiero_phrase, __pyx_cur_scope->__pyx_v_j);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1125
+ * for j from 0 <= j < num_subpatterns:
+ * chunklen.arr[j] = hiero_phrase.chunklen(j)
+ * extracts = [] # <<<<<<<<<<<<<<
+ * j = 0
+ * extract_start = monitor_cpu()
+ */
+ __pyx_t_18 = PyList_New(0); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_extracts));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_extracts));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_18));
+ __pyx_cur_scope->__pyx_v_extracts = ((PyObject*)__pyx_t_18);
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1126
+ * chunklen.arr[j] = hiero_phrase.chunklen(j)
+ * extracts = []
+ * j = 0 # <<<<<<<<<<<<<<
+ * extract_start = monitor_cpu()
+ * while j < sample.len:
+ */
+ __pyx_cur_scope->__pyx_v_j = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1127
+ * extracts = []
+ * j = 0
+ * extract_start = monitor_cpu() # <<<<<<<<<<<<<<
+ * while j < sample.len:
+ * extract = []
+ */
+ __pyx_t_18 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_12 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_extract_start);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_extract_start);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_extract_start = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1128
+ * j = 0
+ * extract_start = monitor_cpu()
+ * while j < sample.len: # <<<<<<<<<<<<<<
+ * extract = []
+ *
+ */
+ while (1) {
+ __pyx_t_9 = ((__pyx_cur_scope->__pyx_v_j < __pyx_cur_scope->__pyx_v_sample->len) != 0);
+ if (!__pyx_t_9) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1129
+ * extract_start = monitor_cpu()
+ * while j < sample.len:
+ * extract = [] # <<<<<<<<<<<<<<
+ *
+ * assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr)
+ */
+ __pyx_t_12 = PyList_New(0); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_extract);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_extract);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_12));
+ __pyx_cur_scope->__pyx_v_extract = ((PyObject *)__pyx_t_12);
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1131
+ * 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)
+ */
+ __pyx_f_3_sa_assign_matching((&__pyx_cur_scope->__pyx_v_matching), __pyx_cur_scope->__pyx_v_sample->arr, __pyx_cur_scope->__pyx_v_j, __pyx_cur_scope->__pyx_v_num_subpatterns, __pyx_cur_scope->__pyx_v_self->fda->sent_id->arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1132
+ *
+ * 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])
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_cur_scope->__pyx_v_sample), __pyx_cur_scope->__pyx_v_j, (__pyx_cur_scope->__pyx_v_j + __pyx_cur_scope->__pyx_v_num_subpatterns), NULL, NULL, NULL, 1, 1, 1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_18 = PyTuple_New(1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_18), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_loc);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_loc);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_loc = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1133
+ * 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
+ */
+ __pyx_t_12 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_cur_scope->__pyx_v_self->__pyx_vtab)->extract(__pyx_cur_scope->__pyx_v_self, __pyx_cur_scope->__pyx_v_hiero_phrase, (&__pyx_cur_scope->__pyx_v_matching), __pyx_cur_scope->__pyx_v_chunklen->arr, __pyx_cur_scope->__pyx_v_num_subpatterns); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_extract);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_extract);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_extract = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1134
+ * 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
+ *
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_extracts), __pyx_n_s__extend); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_18 = PyList_New(0); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_extract) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_extract)) {
+ __pyx_t_10 = __pyx_cur_scope->__pyx_v_extract; __Pyx_INCREF(__pyx_t_10); __pyx_t_6 = 0;
+ __pyx_t_22 = NULL;
+ } else {
+ __pyx_t_6 = -1; __pyx_t_10 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_extract); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_22 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_22 && PyList_CheckExact(__pyx_t_10)) {
+ if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_17 = PyList_GET_ITEM(__pyx_t_10, __pyx_t_6); __Pyx_INCREF(__pyx_t_17); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_17 = PySequence_ITEM(__pyx_t_10, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_22 && PyTuple_CheckExact(__pyx_t_10)) {
+ if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_17 = PyTuple_GET_ITEM(__pyx_t_10, __pyx_t_6); __Pyx_INCREF(__pyx_t_17); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_17 = PySequence_ITEM(__pyx_t_10, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_17 = __pyx_t_22(__pyx_t_10);
+ if (unlikely(!__pyx_t_17)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_17);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_t_17);
+ __pyx_cur_scope->__pyx_v_e = __pyx_t_17;
+ __pyx_t_17 = 0;
+ __pyx_t_17 = PyTuple_New(2); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_17, 0, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_loc);
+ PyTuple_SET_ITEM(__pyx_t_17, 1, __pyx_cur_scope->__pyx_v_loc);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_loc);
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_18, (PyObject*)__pyx_t_17))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_17)); __pyx_t_17 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_10, 0, ((PyObject *)__pyx_t_18));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_18));
+ __pyx_t_18 = 0;
+ __pyx_t_18 = PyObject_Call(__pyx_t_12, ((PyObject *)__pyx_t_10), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1135
+ * 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
+ */
+ __pyx_cur_scope->__pyx_v_j = (__pyx_cur_scope->__pyx_v_j + __pyx_cur_scope->__pyx_v_num_subpatterns);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1137
+ * 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 (unlikely(__pyx_cur_scope->__pyx_v_num_subpatterns == 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 = 1137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ else if (sizeof(int) == sizeof(long) && unlikely(__pyx_cur_scope->__pyx_v_num_subpatterns == -1) && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_cur_scope->__pyx_v_sample->len))) {
+ #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 = 1137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_cur_scope->__pyx_v_num_samples = __Pyx_div_int(__pyx_cur_scope->__pyx_v_sample->len, __pyx_cur_scope->__pyx_v_num_subpatterns);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1138
+ *
+ * num_samples = sample.len/num_subpatterns
+ * extract_stop = monitor_cpu() # <<<<<<<<<<<<<<
+ * self.extract_time = self.extract_time + extract_stop - extract_start
+ * if len(extracts) > 0:
+ */
+ __pyx_t_18 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_10 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_extract_stop);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_extract_stop);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_v_extract_stop = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1139
+ * 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()
+ */
+ __pyx_t_10 = PyFloat_FromDouble(__pyx_cur_scope->__pyx_v_self->extract_time); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_18 = PyNumber_Add(__pyx_t_10, __pyx_cur_scope->__pyx_v_extract_stop); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyNumber_Subtract(__pyx_t_18, __pyx_cur_scope->__pyx_v_extract_start); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_10); if (unlikely((__pyx_t_4 == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_cur_scope->__pyx_v_self->extract_time = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1140
+ * 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)))
+ */
+ __pyx_t_6 = PyList_GET_SIZE(((PyObject *)__pyx_cur_scope->__pyx_v_extracts)); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = ((__pyx_t_6 > 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1141
+ * 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:
+ */
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s__Counter); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_18 = PyObject_Call(__pyx_t_10, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_fcount);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_fcount);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_fcount = __pyx_t_18;
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1142
+ * if len(extracts) > 0:
+ * fcount = Counter()
+ * fphrases = defaultdict(lambda: defaultdict(lambda: defaultdict(list))) # <<<<<<<<<<<<<<
+ * for (f, e, count, als), loc in extracts:
+ * fcount[f] += count
+ */
+ __pyx_t_18 = __Pyx_GetModuleGlobalName(__pyx_n_s__defaultdict); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_10 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_5input_lambda4, 0, __pyx_n_s_127, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_fphrases);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_fphrases);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_v_fphrases = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1143
+ * 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)
+ */
+ __pyx_t_10 = ((PyObject *)__pyx_cur_scope->__pyx_v_extracts); __Pyx_INCREF(__pyx_t_10); __pyx_t_6 = 0;
+ for (;;) {
+ if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyList_GET_ITEM(__pyx_t_10, __pyx_t_6); __Pyx_INCREF(__pyx_t_12); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_10, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ if ((likely(PyTuple_CheckExact(__pyx_t_12))) || (PyList_CheckExact(__pyx_t_12))) {
+ PyObject* sequence = __pyx_t_12;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_18 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_17 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_18 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_17 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_t_17);
+ #else
+ __pyx_t_18 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_17 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ #endif
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_1 = PyObject_GetIter(__pyx_t_12); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_20 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ index = 0; __pyx_t_18 = __pyx_t_20(__pyx_t_1); if (unlikely(!__pyx_t_18)) goto __pyx_L50_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_18);
+ index = 1; __pyx_t_17 = __pyx_t_20(__pyx_t_1); if (unlikely(!__pyx_t_17)) goto __pyx_L50_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_17);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_20(__pyx_t_1), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = NULL;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L51_unpacking_done;
+ __pyx_L50_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_20 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L51_unpacking_done:;
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_18))) || (PyList_CheckExact(__pyx_t_18))) {
+ PyObject* sequence = __pyx_t_18;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 4)) {
+ if (size > 4) __Pyx_RaiseTooManyValuesError(4);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyTuple_GET_ITEM(sequence, 2);
+ __pyx_t_8 = PyTuple_GET_ITEM(sequence, 3);
+ } else {
+ __pyx_t_1 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_11 = PyList_GET_ITEM(sequence, 2);
+ __pyx_t_8 = PyList_GET_ITEM(sequence, 3);
+ }
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_t_8);
+ #else
+ Py_ssize_t i;
+ PyObject** temps[4] = {&__pyx_t_1,&__pyx_t_3,&__pyx_t_11,&__pyx_t_8};
+ for (i=0; i < 4; i++) {
+ PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(item);
+ *(temps[i]) = item;
+ }
+ #endif
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ PyObject** temps[4] = {&__pyx_t_1,&__pyx_t_3,&__pyx_t_11,&__pyx_t_8};
+ __pyx_t_16 = PyObject_GetIter(__pyx_t_18); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_20 = Py_TYPE(__pyx_t_16)->tp_iternext;
+ for (index=0; index < 4; index++) {
+ PyObject* item = __pyx_t_20(__pyx_t_16); if (unlikely(!item)) goto __pyx_L52_unpacking_failed;
+ __Pyx_GOTREF(item);
+ *(temps[index]) = item;
+ }
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_20(__pyx_t_16), 4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = NULL;
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ goto __pyx_L53_unpacking_done;
+ __pyx_L52_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __pyx_t_20 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L53_unpacking_done:;
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_f = __pyx_t_1;
+ __pyx_t_1 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_e = __pyx_t_3;
+ __pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_count);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_count);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_cur_scope->__pyx_v_count = __pyx_t_11;
+ __pyx_t_11 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_als);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_als);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_cur_scope->__pyx_v_als = __pyx_t_8;
+ __pyx_t_8 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_loc);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_loc);
+ __Pyx_GIVEREF(__pyx_t_17);
+ __pyx_cur_scope->__pyx_v_loc = __pyx_t_17;
+ __pyx_t_17 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1144
+ * 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():
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ __pyx_t_12 = __pyx_cur_scope->__pyx_v_f;
+ __pyx_t_17 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_fcount, __pyx_t_12); if (!__pyx_t_17) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_18 = PyNumber_InPlaceAdd(__pyx_t_17, __pyx_cur_scope->__pyx_v_count); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ if (PyObject_SetItem(__pyx_cur_scope->__pyx_v_fcount, __pyx_t_12, __pyx_t_18) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1145
+ * 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():
+ */
+ __pyx_t_12 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_fphrases, __pyx_cur_scope->__pyx_v_f); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_18 = PyObject_GetItem(__pyx_t_12, __pyx_cur_scope->__pyx_v_e); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_GetItem(__pyx_t_18, __pyx_cur_scope->__pyx_v_als); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_18 = __Pyx_PyObject_Append(__pyx_t_12, __pyx_cur_scope->__pyx_v_loc); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1146
+ * 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]))
+ */
+ __pyx_t_6 = 0;
+ if (unlikely(__pyx_cur_scope->__pyx_v_fphrases == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "iteritems");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_18 = __Pyx_dict_iterator(__pyx_cur_scope->__pyx_v_fphrases, 0, ((PyObject *)__pyx_n_s__iteritems), (&__pyx_t_23), (&__pyx_t_21)); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_XDECREF(__pyx_t_10);
+ __pyx_t_10 = __pyx_t_18;
+ __pyx_t_18 = 0;
+ while (1) {
+ __pyx_t_7 = __Pyx_dict_iter_next(__pyx_t_10, __pyx_t_23, &__pyx_t_6, &__pyx_t_18, &__pyx_t_12, NULL, __pyx_t_21);
+ if (unlikely(__pyx_t_7 == 0)) break;
+ if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_f = __pyx_t_18;
+ __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_elist);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_elist);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_elist = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1147
+ * 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()))
+ */
+ __pyx_t_24 = 0;
+ if (unlikely(__pyx_cur_scope->__pyx_v_elist == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "iteritems");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_18 = __Pyx_dict_iterator(__pyx_cur_scope->__pyx_v_elist, 0, ((PyObject *)__pyx_n_s__iteritems), (&__pyx_t_25), (&__pyx_t_7)); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_XDECREF(__pyx_t_12);
+ __pyx_t_12 = __pyx_t_18;
+ __pyx_t_18 = 0;
+ while (1) {
+ __pyx_t_5 = __Pyx_dict_iter_next(__pyx_t_12, __pyx_t_25, &__pyx_t_24, &__pyx_t_18, &__pyx_t_17, NULL, __pyx_t_7);
+ if (unlikely(__pyx_t_5 == 0)) break;
+ if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_GOTREF(__pyx_t_17);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_e = __pyx_t_18;
+ __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_alslist);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_alslist);
+ __Pyx_GIVEREF(__pyx_t_17);
+ __pyx_cur_scope->__pyx_v_alslist = __pyx_t_17;
+ __pyx_t_17 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1148
+ * 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)
+ */
+ __pyx_t_17 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_alslist, __pyx_n_s__iteritems); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_18 = PyObject_Call(__pyx_t_17, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ __pyx_t_17 = PyTuple_New(1); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ PyTuple_SET_ITEM(__pyx_t_17, 0, __pyx_t_18);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_t_18 = 0;
+ __pyx_t_18 = PyDict_New(); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_18));
+ __pyx_t_8 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_5input_1lambda6, 0, __pyx_n_s_127, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ if (PyDict_SetItem(__pyx_t_18, ((PyObject *)__pyx_n_s__key), __pyx_t_8) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_builtin_max, ((PyObject *)__pyx_t_17), ((PyObject *)__pyx_t_18)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(((PyObject *)__pyx_t_17)); __pyx_t_17 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ if ((likely(PyTuple_CheckExact(__pyx_t_8))) || (PyList_CheckExact(__pyx_t_8))) {
+ PyObject* sequence = __pyx_t_8;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_18 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_17 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_18 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_17 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_t_17);
+ #else
+ __pyx_t_18 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_17 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ #endif
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_11 = PyObject_GetIter(__pyx_t_8); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_20 = Py_TYPE(__pyx_t_11)->tp_iternext;
+ index = 0; __pyx_t_18 = __pyx_t_20(__pyx_t_11); if (unlikely(!__pyx_t_18)) goto __pyx_L58_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_18);
+ index = 1; __pyx_t_17 = __pyx_t_20(__pyx_t_11); if (unlikely(!__pyx_t_17)) goto __pyx_L58_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_17);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_20(__pyx_t_11), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = NULL;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ goto __pyx_L59_unpacking_done;
+ __pyx_L58_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_20 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L59_unpacking_done:;
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_alignment);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_alignment);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_alignment = __pyx_t_18;
+ __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_max_locs);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_max_locs);
+ __Pyx_GIVEREF(__pyx_t_17);
+ __pyx_cur_scope->__pyx_v_max_locs = __pyx_t_17;
+ __pyx_t_17 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1149
+ * 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(
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__itertools); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_17 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__chain); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_17, __pyx_n_s__from_iterable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ __pyx_t_17 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_alslist, __pyx_n_s__itervalues); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_18 = PyObject_Call(__pyx_t_17, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
+ __pyx_t_17 = PyTuple_New(1); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ PyTuple_SET_ITEM(__pyx_t_17, 0, __pyx_t_18);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_t_18 = 0;
+ __pyx_t_18 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_t_17), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_17)); __pyx_t_17 = 0;
+ __pyx_t_17 = PyTuple_New(1); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ PyTuple_SET_ITEM(__pyx_t_17, 0, __pyx_t_18);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_t_18 = 0;
+ __pyx_t_18 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_17), NULL); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(((PyObject *)__pyx_t_17)); __pyx_t_17 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_locs));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_locs));
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_locs = ((PyObject*)__pyx_t_18);
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1150
+ * 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,
+ */
+ __pyx_t_26 = PyTuple_GET_SIZE(((PyObject *)__pyx_cur_scope->__pyx_v_locs)); if (unlikely(__pyx_t_26 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_18 = PyInt_FromSsize_t(__pyx_t_26); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_count);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_count);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_count = __pyx_t_18;
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1151
+ * 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,
+ */
+ __pyx_t_18 = __Pyx_GetModuleGlobalName(__pyx_n_s__FeatureContext); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1152
+ * 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,
+ */
+ __pyx_t_17 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_fcount, __pyx_cur_scope->__pyx_v_f); if (!__pyx_t_17) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_17);
+ __pyx_t_8 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_num_samples); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1153
+ * scores = self.scorer.score(FeatureContext(
+ * f, e, count, fcount[f], num_samples,
+ * (k,i+spanlen), locs, input_match, # <<<<<<<<<<<<<<
+ * fwords, self.fda, self.eda,
+ * meta,
+ */
+ __pyx_t_11 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_k); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_3 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyNumber_Add(__pyx_t_3, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_11 = 0;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1157
+ * meta,
+ * # Include online stats. None if none.
+ * self.online_ctx_lookup(f, e))) # <<<<<<<<<<<<<<
+ * # Phrase pair processed
+ * if self.online:
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__online_ctx_lookup); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_11 = PyTuple_New(2); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __pyx_t_16 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __pyx_t_11 = PyTuple_New(13); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_count);
+ PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_cur_scope->__pyx_v_count);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_count);
+ PyTuple_SET_ITEM(__pyx_t_11, 3, __pyx_t_17);
+ __Pyx_GIVEREF(__pyx_t_17);
+ PyTuple_SET_ITEM(__pyx_t_11, 4, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_11, 5, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_locs));
+ PyTuple_SET_ITEM(__pyx_t_11, 6, ((PyObject *)__pyx_cur_scope->__pyx_v_locs));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_locs));
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_input_match);
+ PyTuple_SET_ITEM(__pyx_t_11, 7, __pyx_cur_scope->__pyx_v_input_match);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_input_match);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_11, 8, __pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->fda));
+ PyTuple_SET_ITEM(__pyx_t_11, 9, ((PyObject *)__pyx_cur_scope->__pyx_v_self->fda));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->fda));
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->eda));
+ PyTuple_SET_ITEM(__pyx_t_11, 10, ((PyObject *)__pyx_cur_scope->__pyx_v_self->eda));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->eda));
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_meta);
+ PyTuple_SET_ITEM(__pyx_t_11, 11, __pyx_cur_scope->__pyx_v_meta);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_meta);
+ PyTuple_SET_ITEM(__pyx_t_11, 12, __pyx_t_16);
+ __Pyx_GIVEREF(__pyx_t_16);
+ __pyx_t_17 = 0;
+ __pyx_t_8 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_16 = 0;
+ __pyx_t_16 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __pyx_t_11 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_Scorer *)__pyx_cur_scope->__pyx_v_self->scorer->__pyx_vtab)->score(__pyx_cur_scope->__pyx_v_self->scorer, __pyx_t_16)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_cur_scope->__pyx_v_scores = ((struct __pyx_obj_3_sa_FeatureVector *)__pyx_t_11);
+ __pyx_t_11 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1159
+ * 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)
+ */
+ __pyx_t_9 = (__pyx_cur_scope->__pyx_v_self->online != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1160
+ * # Phrase pair processed
+ * if self.online:
+ * seen_phrases.add((f, e)) # <<<<<<<<<<<<<<
+ * yield Rule(self.category, f, e, scores, alignment)
+ *
+ */
+ __pyx_t_11 = PyTuple_New(2); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __pyx_t_13 = PySet_Add(__pyx_cur_scope->__pyx_v_seen_phrases, ((PyObject *)__pyx_t_11)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ goto __pyx_L60;
+ }
+ __pyx_L60:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1161
+ * 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:
+ */
+ __pyx_t_11 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->category); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_16 = PyTuple_New(5); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ PyTuple_SET_ITEM(__pyx_t_16, 0, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_16, 1, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_16, 2, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ PyTuple_SET_ITEM(__pyx_t_16, 3, ((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_alignment);
+ PyTuple_SET_ITEM(__pyx_t_16, 4, __pyx_cur_scope->__pyx_v_alignment);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_alignment);
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Rule)), ((PyObject *)__pyx_t_16), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(((PyObject *)__pyx_t_16)); __pyx_t_16 = 0;
+ __pyx_r = __pyx_t_11;
+ __pyx_t_11 = 0;
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_6;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_7;
+ __Pyx_XGIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_t_3 = __pyx_t_10;
+ __Pyx_XGIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_t_4 = __pyx_t_12;
+ __Pyx_XGIVEREF(__pyx_t_15);
+ __pyx_cur_scope->__pyx_t_5 = __pyx_t_15;
+ __pyx_cur_scope->__pyx_t_6 = __pyx_t_21;
+ __pyx_cur_scope->__pyx_t_7 = __pyx_t_23;
+ __pyx_cur_scope->__pyx_t_8 = __pyx_t_24;
+ __pyx_cur_scope->__pyx_t_9 = __pyx_t_25;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L61_resume_from_yield:;
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_t_6 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_7 = __pyx_cur_scope->__pyx_t_2;
+ __pyx_t_10 = __pyx_cur_scope->__pyx_t_3;
+ __pyx_cur_scope->__pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_t_10);
+ __pyx_t_12 = __pyx_cur_scope->__pyx_t_4;
+ __pyx_cur_scope->__pyx_t_4 = 0;
+ __Pyx_XGOTREF(__pyx_t_12);
+ __pyx_t_15 = __pyx_cur_scope->__pyx_t_5;
+ __pyx_cur_scope->__pyx_t_5 = 0;
+ __Pyx_XGOTREF(__pyx_t_15);
+ __pyx_t_21 = __pyx_cur_scope->__pyx_t_6;
+ __pyx_t_23 = __pyx_cur_scope->__pyx_t_7;
+ __pyx_t_24 = __pyx_cur_scope->__pyx_t_8;
+ __pyx_t_25 = __pyx_cur_scope->__pyx_t_9;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L47;
+ }
+ __pyx_L47:;
+ goto __pyx_L40;
+ }
+ __pyx_L40:;
+ goto __pyx_L32;
+ }
+ __pyx_L32:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1163
+ * 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))
+ */
+ __pyx_t_23 = PyObject_Length(__pyx_cur_scope->__pyx_v_phrase); if (unlikely(__pyx_t_23 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = (__pyx_t_23 < __pyx_cur_scope->__pyx_v_self->max_length);
+ if (__pyx_t_9) {
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = PyNumber_Add(__pyx_t_10, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = __pyx_cur_scope->__pyx_v_fwords;
+ __Pyx_INCREF(__pyx_t_10);
+ __pyx_t_23 = PyObject_Length(__pyx_t_10); if (unlikely(__pyx_t_23 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyInt_FromSsize_t(__pyx_t_23); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_11 = PyObject_RichCompare(__pyx_t_12, __pyx_t_10, Py_LT); __Pyx_XGOTREF(__pyx_t_11); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_11); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ if (__pyx_t_14) {
+ __pyx_t_11 = PyNumber_Add(__pyx_cur_scope->__pyx_v_pathlen, __pyx_int_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_initial_size); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = PyObject_RichCompare(__pyx_t_11, __pyx_t_10, Py_LE); __Pyx_XGOTREF(__pyx_t_12); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_27 = __Pyx_PyObject_IsTrue(__pyx_t_12); if (unlikely(__pyx_t_27 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_28 = __pyx_t_27;
+ } else {
+ __pyx_t_28 = __pyx_t_14;
+ }
+ __pyx_t_14 = __pyx_t_28;
+ } else {
+ __pyx_t_14 = __pyx_t_9;
+ }
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1164
+ *
+ * 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
+ */
+ __pyx_t_12 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_10 = PyNumber_Add(__pyx_t_12, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_fwords, __pyx_t_10); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_23 = PyObject_Length(__pyx_t_12); if (unlikely(__pyx_t_23 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ for (__pyx_t_21 = 0; __pyx_t_21 < __pyx_t_23; __pyx_t_21+=1) {
+ __pyx_cur_scope->__pyx_v_alt_id = __pyx_t_21;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1165
+ * 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:
+ */
+ __pyx_t_12 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_k); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_11 = PyNumber_Add(__pyx_t_10, __pyx_cur_scope->__pyx_v_spanlen); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_alt_id); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_16 = PyNumber_Add(__pyx_cur_scope->__pyx_v_pathlen, __pyx_int_1); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_18 = PyTuple_New(8); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_18, 1, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_input_match);
+ PyTuple_SET_ITEM(__pyx_t_18, 2, __pyx_cur_scope->__pyx_v_input_match);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_input_match);
+ PyTuple_SET_ITEM(__pyx_t_18, 3, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_18, 4, __pyx_t_16);
+ __Pyx_GIVEREF(__pyx_t_16);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_node);
+ PyTuple_SET_ITEM(__pyx_t_18, 5, __pyx_cur_scope->__pyx_v_node);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_node);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_phrase);
+ PyTuple_SET_ITEM(__pyx_t_18, 6, __pyx_cur_scope->__pyx_v_phrase);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_phrase);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ PyTuple_SET_ITEM(__pyx_t_18, 7, __pyx_cur_scope->__pyx_v_is_shadow_path);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ __pyx_t_12 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_10 = 0;
+ __pyx_t_16 = 0;
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_new_frontier, ((PyObject *)__pyx_t_18)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1166
+ * 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
+ */
+ __pyx_cur_scope->__pyx_v_num_subpatterns = __pyx_cur_scope->__pyx_v_arity;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1167
+ * 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:
+ */
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_cur_scope->__pyx_v_is_shadow_path); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = ((!__pyx_t_14) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1168
+ * 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)
+ */
+ __pyx_cur_scope->__pyx_v_num_subpatterns = (__pyx_cur_scope->__pyx_v_num_subpatterns + 1);
+ goto __pyx_L65;
+ }
+ __pyx_L65:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1169
+ * 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]
+ */
+ __pyx_t_23 = PyObject_Length(__pyx_cur_scope->__pyx_v_phrase); if (unlikely(__pyx_t_23 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = (((__pyx_t_23 + 1) < __pyx_cur_scope->__pyx_v_self->max_length) != 0);
+ if (__pyx_t_9) {
+ __pyx_t_14 = ((__pyx_cur_scope->__pyx_v_arity < __pyx_cur_scope->__pyx_v_self->max_nonterminals) != 0);
+ if (__pyx_t_14) {
+ __pyx_t_28 = ((__pyx_cur_scope->__pyx_v_num_subpatterns < __pyx_cur_scope->__pyx_v_self->max_chunks) != 0);
+ __pyx_t_27 = __pyx_t_28;
+ } else {
+ __pyx_t_27 = __pyx_t_14;
+ }
+ __pyx_t_14 = __pyx_t_27;
+ } else {
+ __pyx_t_14 = __pyx_t_9;
+ }
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1170
+ * 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
+ */
+ __pyx_cur_scope->__pyx_v_xcat = __pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, (__pyx_cur_scope->__pyx_v_arity + 1));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1171
+ * 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])
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_node, __pyx_n_s__children); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_16 = __Pyx_GetItemInt(__pyx_t_18, __pyx_cur_scope->__pyx_v_xcat, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_16) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_xnode);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_xnode);
+ __Pyx_GIVEREF(__pyx_t_16);
+ __pyx_cur_scope->__pyx_v_xnode = __pyx_t_16;
+ __pyx_t_16 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1173
+ * 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:
+ */
+ __pyx_t_16 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->min_gap_size); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_18 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_10 = PyList_New(4); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ PyList_SET_ITEM(__pyx_t_10, 0, __pyx_t_16);
+ __Pyx_GIVEREF(__pyx_t_16);
+ PyList_SET_ITEM(__pyx_t_10, 1, __pyx_t_18);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_int_1);
+ PyList_SET_ITEM(__pyx_t_10, 2, __pyx_int_1);
+ __Pyx_GIVEREF(__pyx_int_1);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_pathlen);
+ PyList_SET_ITEM(__pyx_t_10, 3, __pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __pyx_t_16 = 0;
+ __pyx_t_18 = 0;
+ __pyx_t_18 = ((PyObject *)PyList_AsTuple(((PyObject*)__pyx_t_10))); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_18));
+ __Pyx_DECREF(((PyObject *)__pyx_t_10)); __pyx_t_10 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_key));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_key));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_18));
+ __pyx_cur_scope->__pyx_v_key = ((PyObject*)__pyx_t_18);
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1174
+ * # 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]
+ */
+ __pyx_t_18 = PyList_New(0); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_frontier_nodes);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_frontier_nodes);
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_18));
+ __pyx_cur_scope->__pyx_v_frontier_nodes = ((PyObject *)__pyx_t_18);
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1175
+ * 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:
+ */
+ __pyx_t_14 = (__Pyx_PyDict_Contains(((PyObject *)__pyx_cur_scope->__pyx_v_key), ((PyObject *)__pyx_cur_scope->__pyx_v_nodes_isteps_away_buffer), Py_EQ)); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = (__pyx_t_14 != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1176
+ * 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)
+ */
+ __pyx_t_18 = __Pyx_PyDict_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_nodes_isteps_away_buffer), ((PyObject *)__pyx_cur_scope->__pyx_v_key)); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_frontier_nodes);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_frontier_nodes);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_frontier_nodes = __pyx_t_18;
+ __pyx_t_18 = 0;
+ goto __pyx_L67;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1178
+ * 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
+ *
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_128); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->min_gap_size); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_16 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_11 = PyTuple_New(7); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_16);
+ __Pyx_GIVEREF(__pyx_t_16);
+ __Pyx_INCREF(__pyx_int_1);
+ PyTuple_SET_ITEM(__pyx_t_11, 2, __pyx_int_1);
+ __Pyx_GIVEREF(__pyx_int_1);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_pathlen);
+ PyTuple_SET_ITEM(__pyx_t_11, 3, __pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_11, 4, __pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_next_states));
+ PyTuple_SET_ITEM(__pyx_t_11, 5, ((PyObject *)__pyx_cur_scope->__pyx_v_next_states));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_next_states));
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_reachable_buffer));
+ PyTuple_SET_ITEM(__pyx_t_11, 6, ((PyObject *)__pyx_cur_scope->__pyx_v_reachable_buffer));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_reachable_buffer));
+ __pyx_t_10 = 0;
+ __pyx_t_16 = 0;
+ __pyx_t_16 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_frontier_nodes);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_frontier_nodes);
+ __Pyx_GIVEREF(__pyx_t_16);
+ __pyx_cur_scope->__pyx_v_frontier_nodes = __pyx_t_16;
+ __pyx_t_16 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1179
+ * 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:
+ */
+ if (PyDict_SetItem(((PyObject *)__pyx_cur_scope->__pyx_v_nodes_isteps_away_buffer), ((PyObject *)__pyx_cur_scope->__pyx_v_key), __pyx_cur_scope->__pyx_v_frontier_nodes) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_L67:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1181
+ * 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
+ */
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_frontier_nodes) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_frontier_nodes)) {
+ __pyx_t_16 = __pyx_cur_scope->__pyx_v_frontier_nodes; __Pyx_INCREF(__pyx_t_16); __pyx_t_23 = 0;
+ __pyx_t_22 = NULL;
+ } else {
+ __pyx_t_23 = -1; __pyx_t_16 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_frontier_nodes); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_22 = Py_TYPE(__pyx_t_16)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_22 && PyList_CheckExact(__pyx_t_16)) {
+ if (__pyx_t_23 >= PyList_GET_SIZE(__pyx_t_16)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_11 = PyList_GET_ITEM(__pyx_t_16, __pyx_t_23); __Pyx_INCREF(__pyx_t_11); __pyx_t_23++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_11 = PySequence_ITEM(__pyx_t_16, __pyx_t_23); __pyx_t_23++; if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_22 && PyTuple_CheckExact(__pyx_t_16)) {
+ if (__pyx_t_23 >= PyTuple_GET_SIZE(__pyx_t_16)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_11 = PyTuple_GET_ITEM(__pyx_t_16, __pyx_t_23); __Pyx_INCREF(__pyx_t_11); __pyx_t_23++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_11 = PySequence_ITEM(__pyx_t_16, __pyx_t_23); __pyx_t_23++; if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_11 = __pyx_t_22(__pyx_t_16);
+ if (unlikely(!__pyx_t_11)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_11);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_11))) || (PyList_CheckExact(__pyx_t_11))) {
+ PyObject* sequence = __pyx_t_11;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_18 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_10 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_12 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_18 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_10 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_12 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_12);
+ #else
+ __pyx_t_18 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_10 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_12 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ #endif
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_3 = PyObject_GetIter(__pyx_t_11); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_20 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ index = 0; __pyx_t_18 = __pyx_t_20(__pyx_t_3); if (unlikely(!__pyx_t_18)) goto __pyx_L70_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_18);
+ index = 1; __pyx_t_10 = __pyx_t_20(__pyx_t_3); if (unlikely(!__pyx_t_10)) goto __pyx_L70_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_10);
+ index = 2; __pyx_t_12 = __pyx_t_20(__pyx_t_3); if (unlikely(!__pyx_t_12)) goto __pyx_L70_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_12);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_20(__pyx_t_3), 3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = NULL;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L71_unpacking_done;
+ __pyx_L70_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_20 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L71_unpacking_done:;
+ }
+ __pyx_t_21 = __Pyx_PyInt_AsInt(__pyx_t_18); if (unlikely((__pyx_t_21 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_7 = __Pyx_PyInt_AsInt(__pyx_t_10); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_21;
+ __pyx_cur_scope->__pyx_v_alt = __pyx_t_7;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_cur_scope->__pyx_v_pathlen = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1182
+ *
+ * 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
+ *
+ */
+ __pyx_t_11 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_k); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_12 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_18 = PyTuple_New(1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ PyTuple_SET_ITEM(__pyx_t_18, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyNumber_Add(__pyx_cur_scope->__pyx_v_input_match, ((PyObject *)__pyx_t_18)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_18)); __pyx_t_18 = 0;
+ __pyx_t_18 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_alt); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_3 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_xcat); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_Add(__pyx_cur_scope->__pyx_v_phrase, ((PyObject *)__pyx_t_8)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_8, 3, __pyx_t_18);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_pathlen);
+ PyTuple_SET_ITEM(__pyx_t_8, 4, __pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_pathlen);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_xnode);
+ PyTuple_SET_ITEM(__pyx_t_8, 5, __pyx_cur_scope->__pyx_v_xnode);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_xnode);
+ PyTuple_SET_ITEM(__pyx_t_8, 6, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ PyTuple_SET_ITEM(__pyx_t_8, 7, __pyx_cur_scope->__pyx_v_is_shadow_path);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_is_shadow_path);
+ __pyx_t_11 = 0;
+ __pyx_t_12 = 0;
+ __pyx_t_10 = 0;
+ __pyx_t_18 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_new_frontier, ((PyObject *)__pyx_t_8)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ goto __pyx_L66;
+ }
+ __pyx_L66:;
+ goto __pyx_L62;
+ }
+ __pyx_L62:;
+ __pyx_L19_continue:;
+ }
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1183
+ * 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
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_new_frontier));
+ __Pyx_GOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_frontier));
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope->__pyx_v_frontier));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_new_frontier));
+ __pyx_cur_scope->__pyx_v_frontier = __pyx_cur_scope->__pyx_v_new_frontier;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1186
+ *
+ * # 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):
+ */
+ __pyx_t_9 = (__pyx_cur_scope->__pyx_v_self->online != 0);
+ if (__pyx_t_9) {
+
+ /* "/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
+ */
+ __pyx_t_15 = __pyx_pf_3_sa_23HieroCachingRuleFactory_5input_2genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_16 = PyTuple_New(1); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ PyTuple_SET_ITEM(__pyx_t_16, 0, __pyx_t_15);
+ __Pyx_GIVEREF(__pyx_t_15);
+ __pyx_t_15 = 0;
+ __pyx_t_15 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_16), NULL); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(((PyObject *)__pyx_t_16)); __pyx_t_16 = 0;
+ __Pyx_GIVEREF(__pyx_t_15);
+ __pyx_cur_scope->__pyx_v_f_syms = ((PyObject*)__pyx_t_15);
+ __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1188
+ * 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]):
+ */
+ __pyx_t_15 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__get_f_phrases); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_16 = PyTuple_New(1); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_syms));
+ PyTuple_SET_ITEM(__pyx_t_16, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_f_syms));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_f_syms));
+ __pyx_t_8 = PyObject_Call(__pyx_t_15, ((PyObject *)__pyx_t_16), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_16)); __pyx_t_16 = 0;
+ if (PyList_CheckExact(__pyx_t_8) || PyTuple_CheckExact(__pyx_t_8)) {
+ __pyx_t_16 = __pyx_t_8; __Pyx_INCREF(__pyx_t_16); __pyx_t_2 = 0;
+ __pyx_t_22 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_16 = PyObject_GetIter(__pyx_t_8); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_22 = Py_TYPE(__pyx_t_16)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ for (;;) {
+ if (!__pyx_t_22 && PyList_CheckExact(__pyx_t_16)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_16)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyList_GET_ITEM(__pyx_t_16, __pyx_t_2); __Pyx_INCREF(__pyx_t_8); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_16, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_22 && PyTuple_CheckExact(__pyx_t_16)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_16)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyTuple_GET_ITEM(__pyx_t_16, __pyx_t_2); __Pyx_INCREF(__pyx_t_8); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_16, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_8 = __pyx_t_22(__pyx_t_16);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_8))) || (PyList_CheckExact(__pyx_t_8))) {
+ PyObject* sequence = __pyx_t_8;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_15 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_18 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_15 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_18 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_15);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_18);
+ #else
+ __pyx_t_15 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_18 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ #endif
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_8); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_20 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_15 = __pyx_t_20(__pyx_t_10); if (unlikely(!__pyx_t_15)) goto __pyx_L75_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_15);
+ index = 1; __pyx_t_3 = __pyx_t_20(__pyx_t_10); if (unlikely(!__pyx_t_3)) goto __pyx_L75_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_3);
+ index = 2; __pyx_t_18 = __pyx_t_20(__pyx_t_10); if (unlikely(!__pyx_t_18)) goto __pyx_L75_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_18);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_20(__pyx_t_10), 3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_20 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L76_unpacking_done;
+ __pyx_L75_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_20 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L76_unpacking_done:;
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_t_15);
+ __pyx_cur_scope->__pyx_v_f = __pyx_t_15;
+ __pyx_t_15 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_lex_i);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_lex_i);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_lex_i = __pyx_t_3;
+ __pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_lex_j);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_lex_j);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_lex_j = __pyx_t_18;
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1189
+ * 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
+ */
+ __pyx_t_8 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_lex_j, __pyx_cur_scope->__pyx_v_lex_i); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_18 = PyNumber_Add(__pyx_t_8, __pyx_int_1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_spanlen = __pyx_t_18;
+ __pyx_t_18 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1190
+ * 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]):
+ */
+ __pyx_t_18 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_f, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_7 = __Pyx_PyInt_AsInt(__pyx_t_18); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_9 = ((!(__pyx_f_3_sa_sym_isvar(__pyx_t_7) != 0)) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1191
+ * spanlen = (lex_j - lex_i) + 1
+ * if not sym_isvar(f[0]):
+ * spanlen += 1 # <<<<<<<<<<<<<<
+ * if not sym_isvar(f[1]):
+ * spanlen += 1
+ */
+ __pyx_t_18 = PyNumber_InPlaceAdd(__pyx_cur_scope->__pyx_v_spanlen, __pyx_int_1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_spanlen = __pyx_t_18;
+ __pyx_t_18 = 0;
+ goto __pyx_L77;
+ }
+ __pyx_L77:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1192
+ * if not sym_isvar(f[0]):
+ * spanlen += 1
+ * if not sym_isvar(f[1]): # <<<<<<<<<<<<<<
+ * spanlen += 1
+ * for e in self.phrases_fe.get(f, ()):
+ */
+ __pyx_t_18 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_f, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_18) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_7 = __Pyx_PyInt_AsInt(__pyx_t_18); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __pyx_t_9 = ((!(__pyx_f_3_sa_sym_isvar(__pyx_t_7) != 0)) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1193
+ * 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:
+ */
+ __pyx_t_18 = PyNumber_InPlaceAdd(__pyx_cur_scope->__pyx_v_spanlen, __pyx_int_1); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_t_18);
+ __pyx_cur_scope->__pyx_v_spanlen = __pyx_t_18;
+ __pyx_t_18 = 0;
+ goto __pyx_L78;
+ }
+ __pyx_L78:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1194
+ * 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
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_self->phrases_fe, __pyx_n_s__get); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(((PyObject *)__pyx_empty_tuple));
+ PyTuple_SET_ITEM(__pyx_t_8, 1, ((PyObject *)__pyx_empty_tuple));
+ __Pyx_GIVEREF(((PyObject *)__pyx_empty_tuple));
+ __pyx_t_3 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ if (PyList_CheckExact(__pyx_t_3) || PyTuple_CheckExact(__pyx_t_3)) {
+ __pyx_t_8 = __pyx_t_3; __Pyx_INCREF(__pyx_t_8); __pyx_t_23 = 0;
+ __pyx_t_29 = NULL;
+ } else {
+ __pyx_t_23 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_29 = Py_TYPE(__pyx_t_8)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ for (;;) {
+ if (!__pyx_t_29 && PyList_CheckExact(__pyx_t_8)) {
+ if (__pyx_t_23 >= PyList_GET_SIZE(__pyx_t_8)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_23); __Pyx_INCREF(__pyx_t_3); __pyx_t_23++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_8, __pyx_t_23); __pyx_t_23++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_29 && PyTuple_CheckExact(__pyx_t_8)) {
+ if (__pyx_t_23 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_23); __Pyx_INCREF(__pyx_t_3); __pyx_t_23++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_8, __pyx_t_23); __pyx_t_23++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_3 = __pyx_t_29(__pyx_t_8);
+ if (unlikely(!__pyx_t_3)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_3);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_cur_scope->__pyx_v_e = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1195
+ * 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))
+ */
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __pyx_t_9 = (__Pyx_PySequence_Contains(((PyObject *)__pyx_t_3), ((PyObject *)__pyx_cur_scope->__pyx_v_seen_phrases), Py_NE)); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_t_14 = (__pyx_t_9 != 0);
+ if (__pyx_t_14) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1197
+ * 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,
+ */
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __pyx_t_13 = PySet_Add(__pyx_cur_scope->__pyx_v_seen_phrases, ((PyObject *)__pyx_t_3)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1198
+ * # 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,
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__FeatureContext); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1203
+ * 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)
+ */
+ __pyx_t_18 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__online_ctx_lookup); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_18);
+ __pyx_t_15 = PyTuple_New(2); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __pyx_t_10 = PyObject_Call(__pyx_t_18, ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __pyx_t_15 = PyTuple_New(13); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_15, 3, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_15, 4, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_spanlen);
+ PyTuple_SET_ITEM(__pyx_t_15, 5, __pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_spanlen);
+ __Pyx_INCREF(Py_None);
+ PyTuple_SET_ITEM(__pyx_t_15, 6, Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_INCREF(Py_None);
+ PyTuple_SET_ITEM(__pyx_t_15, 7, Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_fwords);
+ PyTuple_SET_ITEM(__pyx_t_15, 8, __pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_fwords);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->fda));
+ PyTuple_SET_ITEM(__pyx_t_15, 9, ((PyObject *)__pyx_cur_scope->__pyx_v_self->fda));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->fda));
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->eda));
+ PyTuple_SET_ITEM(__pyx_t_15, 10, ((PyObject *)__pyx_cur_scope->__pyx_v_self->eda));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->eda));
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_meta);
+ PyTuple_SET_ITEM(__pyx_t_15, 11, __pyx_cur_scope->__pyx_v_meta);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_meta);
+ PyTuple_SET_ITEM(__pyx_t_15, 12, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __pyx_t_15 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_Scorer *)__pyx_cur_scope->__pyx_v_self->scorer->__pyx_vtab)->score(__pyx_cur_scope->__pyx_v_self->scorer, __pyx_t_10)); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_XGOTREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_XDECREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_GIVEREF(__pyx_t_15);
+ __pyx_cur_scope->__pyx_v_scores = ((struct __pyx_obj_3_sa_FeatureVector *)__pyx_t_15);
+ __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1204
+ * meta,
+ * self.online_ctx_lookup(f, e)))
+ * alignment = self.phrases_al[f][e] # <<<<<<<<<<<<<<
+ * yield Rule(self.category, f, e, scores, alignment)
+ *
+ */
+ __pyx_t_15 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_self->phrases_al, __pyx_cur_scope->__pyx_v_f); if (!__pyx_t_15) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_10 = PyObject_GetItem(__pyx_t_15, __pyx_cur_scope->__pyx_v_e); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_alignment);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_alignment);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_cur_scope->__pyx_v_alignment = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1205
+ * self.online_ctx_lookup(f, e)))
+ * alignment = self.phrases_al[f][e]
+ * yield Rule(self.category, f, e, scores, alignment) # <<<<<<<<<<<<<<
+ *
+ * stop_time = monitor_cpu()
+ */
+ __pyx_t_10 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->category); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_15 = PyTuple_New(5); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_cur_scope->__pyx_v_f);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_cur_scope->__pyx_v_e);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ PyTuple_SET_ITEM(__pyx_t_15, 3, ((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_scores));
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_alignment);
+ PyTuple_SET_ITEM(__pyx_t_15, 4, __pyx_cur_scope->__pyx_v_alignment);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_alignment);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Rule)), ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __pyx_r = __pyx_t_10;
+ __pyx_t_10 = 0;
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
+ __Pyx_XGIVEREF(__pyx_t_8);
+ __pyx_cur_scope->__pyx_t_3 = __pyx_t_8;
+ __Pyx_XGIVEREF(__pyx_t_16);
+ __pyx_cur_scope->__pyx_t_4 = __pyx_t_16;
+ __pyx_cur_scope->__pyx_t_10 = __pyx_t_22;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_23;
+ __pyx_cur_scope->__pyx_t_11 = __pyx_t_29;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 2;
+ return __pyx_r;
+ __pyx_L82_resume_from_yield:;
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_t_8 = __pyx_cur_scope->__pyx_t_3;
+ __pyx_cur_scope->__pyx_t_3 = 0;
+ __Pyx_XGOTREF(__pyx_t_8);
+ __pyx_t_16 = __pyx_cur_scope->__pyx_t_4;
+ __pyx_cur_scope->__pyx_t_4 = 0;
+ __Pyx_XGOTREF(__pyx_t_16);
+ __pyx_t_22 = __pyx_cur_scope->__pyx_t_10;
+ __pyx_t_23 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_29 = __pyx_cur_scope->__pyx_t_11;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ goto __pyx_L81;
+ }
+ __pyx_L81:;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ goto __pyx_L72;
+ }
+ __pyx_L72:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1207
+ * 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()
+ */
+ __pyx_t_16 = __Pyx_GetModuleGlobalName(__pyx_n_s__monitor_cpu); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __pyx_t_8 = PyObject_Call(__pyx_t_16, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_cur_scope->__pyx_v_stop_time = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1208
+ *
+ * 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)
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_16 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__info); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyFloat_FromDouble(__pyx_cur_scope->__pyx_v_start_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_10 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_stop_time, __pyx_t_8); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_129));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_kp_s_129));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_129));
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_16, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1209
+ * 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)
+ */
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s__gc); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s__collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1210
+ * 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)
+ *
+ */
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s__info); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyFloat_FromDouble(__pyx_cur_scope->__pyx_v_self->extract_time); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_16 = PyTuple_New(2); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_130));
+ PyTuple_SET_ITEM(__pyx_t_16, 0, ((PyObject *)__pyx_kp_s_130));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_130));
+ PyTuple_SET_ITEM(__pyx_t_16, 1, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_t_16), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_16)); __pyx_t_16 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1211
+ * gc.collect()
+ * logger.info(" Extract time = %f seconds", self.extract_time)
+ * logger.info(" Intersect time = %f seconds", self.intersect_time) # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_16 = __Pyx_PyObject_GetAttrStr(__pyx_t_10, __pyx_n_s__info); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_16);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = PyFloat_FromDouble(__pyx_cur_scope->__pyx_v_self->intersect_time); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_131));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_kp_s_131));
+ __Pyx_GIVEREF(((PyObject *)__pyx_kp_s_131));
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_Call(__pyx_t_16, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_15);
+ __Pyx_XDECREF(__pyx_t_16);
+ __Pyx_XDECREF(__pyx_t_17);
+ __Pyx_XDECREF(__pyx_t_18);
+ __Pyx_XDECREF(__pyx_t_19);
+ __Pyx_AddTraceback("input", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1214
+ *
+ *
+ * cdef int find_fixpoint(self, # <<<<<<<<<<<<<<
+ * int f_low, f_high,
+ * int* f_links_low, int* f_links_high,
+ */
+
+static int __pyx_f_3_sa_23HieroCachingRuleFactory_find_fixpoint(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_f_low, PyObject *__pyx_v_f_high, int *__pyx_v_f_links_low, int *__pyx_v_f_links_high, int *__pyx_v_e_links_low, int *__pyx_v_e_links_high, int __pyx_v_e_in_low, int __pyx_v_e_in_high, int *__pyx_v_e_low, int *__pyx_v_e_high, int *__pyx_v_f_back_low, int *__pyx_v_f_back_high, int __pyx_v_f_sent_len, int __pyx_v_e_sent_len, int __pyx_v_max_f_len, int __pyx_v_max_e_len, int __pyx_v_min_fx_size, int __pyx_v_min_ex_size, int __pyx_v_max_new_x, int __pyx_v_allow_low_x, int __pyx_v_allow_high_x, int __pyx_v_allow_arbitrary_x, CYTHON_UNUSED int __pyx_v_write_log) {
+ int __pyx_v_e_low_prev;
+ int __pyx_v_e_high_prev;
+ int __pyx_v_f_low_prev;
+ int __pyx_v_f_high_prev;
+ int __pyx_v_new_x;
+ int __pyx_v_new_low_x;
+ int __pyx_v_new_high_x;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("find_fixpoint", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1229
+ * 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)
+ */
+ (__pyx_v_e_low[0]) = __pyx_v_e_in_low;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1230
+ *
+ * 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:
+ */
+ (__pyx_v_e_high[0]) = __pyx_v_e_in_high;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1231
+ * 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,
+ */
+ __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 = 1231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_f_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1231; __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":1232
+ * 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
+ */
+ __pyx_t_3 = (((__pyx_v_e_low[0]) == -1) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1238
+ * # 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:
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1239
+ * # not worth the bother, though.
+ * return 0
+ * elif e_in_low != -1 and e_low[0] != e_in_low: # <<<<<<<<<<<<<<
+ * if e_in_low - e_low[0] < min_ex_size:
+ * e_low[0] = e_in_low - min_ex_size
+ */
+ __pyx_t_3 = ((__pyx_v_e_in_low != -1) != 0);
+ if (__pyx_t_3) {
+ __pyx_t_4 = (((__pyx_v_e_low[0]) != __pyx_v_e_in_low) != 0);
+ __pyx_t_5 = __pyx_t_4;
+ } else {
+ __pyx_t_5 = __pyx_t_3;
+ }
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1240
+ * return 0
+ * 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:
+ */
+ __pyx_t_5 = (((__pyx_v_e_in_low - (__pyx_v_e_low[0])) < __pyx_v_min_ex_size) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1241
+ * elif e_in_low != -1 and e_low[0] != e_in_low:
+ * if e_in_low - e_low[0] < min_ex_size:
+ * e_low[0] = e_in_low - min_ex_size # <<<<<<<<<<<<<<
+ * if e_low[0] < 0:
+ * return 0
+ */
+ (__pyx_v_e_low[0]) = (__pyx_v_e_in_low - __pyx_v_min_ex_size);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1242
+ * if e_in_low - e_low[0] < min_ex_size:
+ * e_low[0] = e_in_low - min_ex_size
+ * if e_low[0] < 0: # <<<<<<<<<<<<<<
+ * return 0
+ *
+ */
+ __pyx_t_5 = (((__pyx_v_e_low[0]) < 0) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1243
+ * e_low[0] = e_in_low - min_ex_size
+ * if e_low[0] < 0:
+ * return 0 # <<<<<<<<<<<<<<
+ *
+ * if e_high[0] - e_low[0] > max_e_len:
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1245
+ * return 0
+ *
+ * if e_high[0] - e_low[0] > max_e_len: # <<<<<<<<<<<<<<
+ * return 0
+ * elif e_in_high != -1 and e_high[0] != e_in_high:
+ */
+ __pyx_t_5 = ((((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len) != 0);
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1246
+ *
+ * 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:
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L6;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1247
+ * if e_high[0] - e_low[0] > max_e_len:
+ * return 0
+ * elif e_in_high != -1 and e_high[0] != e_in_high: # <<<<<<<<<<<<<<
+ * if e_high[0] - e_in_high < min_ex_size:
+ * e_high[0] = e_in_high + min_ex_size
+ */
+ __pyx_t_5 = ((__pyx_v_e_in_high != -1) != 0);
+ if (__pyx_t_5) {
+ __pyx_t_3 = (((__pyx_v_e_high[0]) != __pyx_v_e_in_high) != 0);
+ __pyx_t_4 = __pyx_t_3;
+ } else {
+ __pyx_t_4 = __pyx_t_5;
+ }
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1248
+ * return 0
+ * elif e_in_high != -1 and e_high[0] != e_in_high:
+ * if e_high[0] - e_in_high < min_ex_size: # <<<<<<<<<<<<<<
+ * e_high[0] = e_in_high + min_ex_size
+ * if e_high[0] > e_sent_len:
+ */
+ __pyx_t_4 = ((((__pyx_v_e_high[0]) - __pyx_v_e_in_high) < __pyx_v_min_ex_size) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1249
+ * elif e_in_high != -1 and e_high[0] != e_in_high:
+ * if e_high[0] - e_in_high < min_ex_size:
+ * e_high[0] = e_in_high + min_ex_size # <<<<<<<<<<<<<<
+ * if e_high[0] > e_sent_len:
+ * return 0
+ */
+ (__pyx_v_e_high[0]) = (__pyx_v_e_in_high + __pyx_v_min_ex_size);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1250
+ * if e_high[0] - e_in_high < min_ex_size:
+ * e_high[0] = e_in_high + min_ex_size
+ * if e_high[0] > e_sent_len: # <<<<<<<<<<<<<<
+ * return 0
+ *
+ */
+ __pyx_t_4 = (((__pyx_v_e_high[0]) > __pyx_v_e_sent_len) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1251
+ * e_high[0] = e_in_high + min_ex_size
+ * if e_high[0] > e_sent_len:
+ * return 0 # <<<<<<<<<<<<<<
+ *
+ * f_back_low[0] = -1
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1253
+ * return 0
+ *
+ * f_back_low[0] = -1 # <<<<<<<<<<<<<<
+ * f_back_high[0] = -1
+ * f_low_prev = f_low
+ */
+ (__pyx_v_f_back_low[0]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1254
+ *
+ * f_back_low[0] = -1
+ * f_back_high[0] = -1 # <<<<<<<<<<<<<<
+ * f_low_prev = f_low
+ * f_high_prev = f_high
+ */
+ (__pyx_v_f_back_high[0]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1255
+ * f_back_low[0] = -1
+ * f_back_high[0] = -1
+ * f_low_prev = f_low # <<<<<<<<<<<<<<
+ * f_high_prev = f_high
+ * new_x = 0
+ */
+ __pyx_v_f_low_prev = __pyx_v_f_low;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1256
+ * f_back_high[0] = -1
+ * f_low_prev = f_low
+ * f_high_prev = f_high # <<<<<<<<<<<<<<
+ * new_x = 0
+ * new_low_x = 0
+ */
+ __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_v_f_high_prev = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1257
+ * f_low_prev = f_low
+ * 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); __pyx_t_6 = 0;
+ (__pyx_v_f_back_high[0]) = __pyx_t_1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1317
+ * 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
+ */
+ __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":1319
+ * 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
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L28;
+ }
+ __pyx_L28:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1320
+ * # FAIL: extension required on high side violates max initial length
+ * return 0
+ * if f_back_high[0] > f_sent_len: # <<<<<<<<<<<<<<
+ * # FAIL: extension required on high side violates sentence boundary
+ * return 0
+ */
+ __pyx_t_4 = (((__pyx_v_f_back_high[0]) > __pyx_v_f_sent_len) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1322
+ * 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]
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L29;
+ }
+ __pyx_L29:;
+ goto __pyx_L27;
+ }
+ __pyx_L27:;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1324
+ * return 0
+ *
+ * e_low_prev = e_low[0] # <<<<<<<<<<<<<<
+ * e_high_prev = e_high[0]
+ *
+ */
+ __pyx_v_e_low_prev = (__pyx_v_e_low[0]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1325
+ *
+ * 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)
+ */
+ __pyx_v_e_high_prev = (__pyx_v_e_high[0]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1327
+ * 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:
+ */
+ __pyx_t_6 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_f_back_low[0]), __pyx_v_f_low_prev, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1328
+ *
+ * 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
+ */
+ __pyx_t_6 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_f_high_prev, (__pyx_v_f_back_high[0]), __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_low, __pyx_v_e_high); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1329
+ * 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:
+ */
+ __pyx_t_4 = (((__pyx_v_e_low[0]) == __pyx_v_e_low_prev) != 0);
+ if (__pyx_t_4) {
+ __pyx_t_5 = (((__pyx_v_e_high[0]) == __pyx_v_e_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":1330
+ * 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
+ */
+ __pyx_r = 1;
+ goto __pyx_L0;
+ goto __pyx_L30;
+ }
+ __pyx_L30:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1331
+ * 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
+ */
+ __pyx_t_3 = ((__pyx_v_allow_arbitrary_x == 0) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1333
+ * 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
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L31;
+ }
+ __pyx_L31:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1334
+ * # 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
+ */
+ __pyx_t_3 = ((((__pyx_v_e_high[0]) - (__pyx_v_e_low[0])) > __pyx_v_max_e_len) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1336
+ * 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]
+ */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ goto __pyx_L32;
+ }
+ __pyx_L32:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1337
+ * # FAIL: re-projection violates sentence max phrase length
+ * return 0
+ * f_low_prev = f_back_low[0] # <<<<<<<<<<<<<<
+ * f_high_prev = f_back_high[0]
+ *
+ */
+ __pyx_v_f_low_prev = (__pyx_v_f_back_low[0]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1338
+ * return 0
+ * f_low_prev = f_back_low[0]
+ * f_high_prev = f_back_high[0] # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_v_f_high_prev = (__pyx_v_f_back_high[0]);
+ }
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_WriteUnraisable("_sa.HieroCachingRuleFactory.find_fixpoint", __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":1341
+ *
+ *
+ * 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
+ */
+
+static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_find_projection(CYTHON_UNUSED struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_in_low, int __pyx_v_in_high, int *__pyx_v_in_links_low, int *__pyx_v_in_links_high, int *__pyx_v_out_low, int *__pyx_v_out_high) {
+ int __pyx_v_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ int __pyx_t_2;
+ int __pyx_t_3;
+ int __pyx_t_4;
+ __Pyx_RefNannySetupContext("find_projection", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1344
+ * 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]:
+ */
+ __pyx_t_1 = __pyx_v_in_high;
+ for (__pyx_v_i = __pyx_v_in_low; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1345
+ * 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]
+ */
+ __pyx_t_2 = (((__pyx_v_in_links_low[__pyx_v_i]) != -1) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1346
+ * 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]:
+ */
+ __pyx_t_2 = (((__pyx_v_out_low[0]) == -1) != 0);
+ if (!__pyx_t_2) {
+ __pyx_t_3 = (((__pyx_v_in_links_low[__pyx_v_i]) < (__pyx_v_out_low[0])) != 0);
+ __pyx_t_4 = __pyx_t_3;
+ } else {
+ __pyx_t_4 = __pyx_t_2;
+ }
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1347
+ * 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]
+ */
+ (__pyx_v_out_low[0]) = (__pyx_v_in_links_low[__pyx_v_i]);
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1348
+ * 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]
+ *
+ */
+ __pyx_t_4 = (((__pyx_v_out_high[0]) == -1) != 0);
+ if (!__pyx_t_4) {
+ __pyx_t_2 = (((__pyx_v_in_links_high[__pyx_v_i]) > (__pyx_v_out_high[0])) != 0);
+ __pyx_t_3 = __pyx_t_2;
+ } else {
+ __pyx_t_3 = __pyx_t_4;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1349
+ * 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] # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ (__pyx_v_out_high[0]) = (__pyx_v_in_links_high[__pyx_v_i]);
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1352
+ *
+ *
+ * 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
+ */
+
+static int *__pyx_f_3_sa_23HieroCachingRuleFactory_int_arr_extend(CYTHON_UNUSED struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int *__pyx_v_arr, int *__pyx_v_arr_len, int *__pyx_v_data, int __pyx_v_data_len) {
+ int __pyx_v_new_len;
+ int *__pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("int_arr_extend", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1354
+ * cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len):
+ * cdef int new_len
+ * new_len = arr_len[0] + data_len # <<<<<<<<<<<<<<
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ * memcpy(arr+arr_len[0], data, data_len*sizeof(int))
+ */
+ __pyx_v_new_len = ((__pyx_v_arr_len[0]) + __pyx_v_data_len);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1355
+ * cdef int new_len
+ * new_len = arr_len[0] + data_len
+ * arr = <int*> realloc(arr, new_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * memcpy(arr+arr_len[0], data, data_len*sizeof(int))
+ * arr_len[0] = new_len
+ */
+ __pyx_v_arr = ((int *)realloc(__pyx_v_arr, (__pyx_v_new_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1356
+ * new_len = arr_len[0] + data_len
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * arr_len[0] = new_len
+ * return arr
+ */
+ memcpy((__pyx_v_arr + (__pyx_v_arr_len[0])), __pyx_v_data, (__pyx_v_data_len * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1357
+ * arr = <int*> realloc(arr, new_len*sizeof(int))
+ * memcpy(arr+arr_len[0], data, data_len*sizeof(int))
+ * arr_len[0] = new_len # <<<<<<<<<<<<<<
+ * return arr
+ *
+ */
+ (__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 = <int*> 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 = <int*> malloc(0)
+ * ephr_arr = IntList()
+ */
+ __pyx_v_len1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1371
+ * result = []
+ * len1 = 0
+ * e_gaps1 = <int*> 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 = <int*> malloc(0)
+ * ephr_arr = IntList() # <<<<<<<<<<<<<<
+ *
+ * e_gap_order = <int*> 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 = <int*> 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 = <int*> 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 = <int*> malloc(num_gaps*sizeof(int))
+ * if num_gaps > 0:
+ * e_gap_order[0] = 0 # <<<<<<<<<<<<<<
+ * for i from 1 <= i < num_gaps:
+ * for j from 0 <= j < i:
+ */
+ (__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 = <int*> malloc(0)
+ * len2 = 0
+ */
+ __pyx_t_3 = __pyx_v_num_gaps;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1399
+ *
+ * for i from 0 <= i < num_gaps:
+ * e_gaps2 = <int*> malloc(0) # <<<<<<<<<<<<<<
+ * len2 = 0
+ *
+ */
+ __pyx_v_e_gaps2 = ((int *)malloc(0));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1400
+ * for i from 0 <= i < num_gaps:
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0 # <<<<<<<<<<<<<<
+ *
+ * j = e_gap_order[i]
+ */
+ __pyx_v_len2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1402
+ * len2 = 0
+ *
+ * j = e_gap_order[i] # <<<<<<<<<<<<<<
+ * e_x_gap_low = e_gap_low[j]
+ * e_x_gap_high = e_gap_high[j]
+ */
+ __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1403
+ *
+ * j = e_gap_order[i]
+ * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<<
+ * e_x_gap_high = e_gap_high[j]
+ * if not self.tight_phrases:
+ */
+ __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1404
+ * j = e_gap_order[i]
+ * e_x_gap_low = e_gap_low[j]
+ * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<<
+ * if not self.tight_phrases:
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ */
+ __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1405
+ * e_x_gap_low = e_gap_low[j]
+ * e_x_gap_high = e_gap_high[j]
+ * if not self.tight_phrases: # <<<<<<<<<<<<<<
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ * e_x_gap_low = e_x_gap_low - 1
+ */
+ __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1406
+ * e_x_gap_high = e_gap_high[j]
+ * if not self.tight_phrases:
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<<
+ * e_x_gap_low = e_x_gap_low - 1
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ */
+ while (1) {
+ __pyx_t_2 = ((__pyx_v_e_x_gap_low > __pyx_v_e_x_low) != 0);
+ if (__pyx_t_2) {
+ __pyx_t_6 = (((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1) != 0);
+ __pyx_t_7 = __pyx_t_6;
+ } else {
+ __pyx_t_7 = __pyx_t_2;
+ }
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1407
+ * if not self.tight_phrases:
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<<
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ * e_x_gap_high = e_x_gap_high + 1
+ */
+ __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1408
+ * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ * e_x_gap_low = e_x_gap_low - 1
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<<
+ * e_x_gap_high = e_x_gap_high + 1
+ *
+ */
+ while (1) {
+ __pyx_t_7 = ((__pyx_v_e_x_gap_high < __pyx_v_e_x_high) != 0);
+ if (__pyx_t_7) {
+ __pyx_t_2 = (((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1) != 0);
+ __pyx_t_6 = __pyx_t_2;
+ } else {
+ __pyx_t_6 = __pyx_t_7;
+ }
+ if (!__pyx_t_6) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1409
+ * e_x_gap_low = e_x_gap_low - 1
+ * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<<
+ *
+ * k = 0
+ */
+ __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1);
+ }
+ goto __pyx_L20;
+ }
+ __pyx_L20:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1411
+ * e_x_gap_high = e_x_gap_high + 1
+ *
+ * k = 0 # <<<<<<<<<<<<<<
+ * step = 1+(i*2)
+ * while k < len1:
+ */
+ __pyx_v_k = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1412
+ *
+ * k = 0
+ * step = 1+(i*2) # <<<<<<<<<<<<<<
+ * while k < len1:
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ */
+ __pyx_v_step = (1 + (__pyx_v_i * 2));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1413
+ * k = 0
+ * step = 1+(i*2)
+ * while k < len1: # <<<<<<<<<<<<<<
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ * if m >= e_gaps1[k+step-1]:
+ */
+ while (1) {
+ __pyx_t_6 = ((__pyx_v_k < __pyx_v_len1) != 0);
+ if (!__pyx_t_6) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1414
+ * step = 1+(i*2)
+ * while k < len1:
+ * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<<
+ * if m >= e_gaps1[k+step-1]:
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ */
+ __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]);
+ for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1415
+ * while k < len1:
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<<
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ */
+ __pyx_t_6 = ((__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])) != 0);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1416
+ * for m from e_x_gap_low <= m <= e_gap_low[j]:
+ * if m >= e_gaps1[k+step-1]:
+ * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<<
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ */
+ __pyx_t_5 = __pyx_v_e_x_gap_high;
+ for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1417
+ * if m >= e_gaps1[k+step-1]:
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ */
+ __pyx_t_6 = (((__pyx_v_n - __pyx_v_m) >= 1) != 0);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1418
+ * for n from e_gap_high[j] <= n <= e_x_gap_high:
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1419
+ * if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ * k = k + step
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1420
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<<
+ * k = k + step
+ * free(e_gaps1)
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1);
+ goto __pyx_L32;
+ }
+ __pyx_L32:;
+ }
+ goto __pyx_L29;
+ }
+ __pyx_L29:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1421
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ * k = k + step # <<<<<<<<<<<<<<
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ */
+ __pyx_v_k = (__pyx_v_k + __pyx_v_step);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1422
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ * k = k + step
+ * free(e_gaps1) # <<<<<<<<<<<<<<
+ * e_gaps1 = e_gaps2
+ * len1 = len2
+ */
+ free(__pyx_v_e_gaps1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1423
+ * k = k + step
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<<
+ * len1 = len2
+ *
+ */
+ __pyx_v_e_gaps1 = __pyx_v_e_gaps2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1424
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ * len1 = len2 # <<<<<<<<<<<<<<
+ *
+ * step = 1+(num_gaps*2)
+ */
+ __pyx_v_len1 = __pyx_v_len2;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1426
+ * len1 = len2
+ *
+ * step = 1+(num_gaps*2) # <<<<<<<<<<<<<<
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0
+ */
+ __pyx_v_step = (1 + (__pyx_v_num_gaps * 2));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1427
+ *
+ * step = 1+(num_gaps*2)
+ * e_gaps2 = <int*> malloc(0) # <<<<<<<<<<<<<<
+ * len2 = 0
+ * for i from e_high <= i <= e_x_high:
+ */
+ __pyx_v_e_gaps2 = ((int *)malloc(0));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1428
+ * step = 1+(num_gaps*2)
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0 # <<<<<<<<<<<<<<
+ * for i from e_high <= i <= e_x_high:
+ * j = 0
+ */
+ __pyx_v_len2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1429
+ * e_gaps2 = <int*> malloc(0)
+ * len2 = 0
+ * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<<
+ * j = 0
+ * while j < len1:
+ */
+ __pyx_t_3 = __pyx_v_e_x_high;
+ for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1430
+ * len2 = 0
+ * for i from e_high <= i <= e_x_high:
+ * j = 0 # <<<<<<<<<<<<<<
+ * while j < len1:
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ */
+ __pyx_v_j = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1431
+ * for i from e_high <= i <= e_x_high:
+ * j = 0
+ * while j < len1: # <<<<<<<<<<<<<<
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ */
+ while (1) {
+ __pyx_t_6 = ((__pyx_v_j < __pyx_v_len1) != 0);
+ if (!__pyx_t_6) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1432
+ * j = 0
+ * while j < len1:
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ */
+ __pyx_t_6 = (((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size) != 0);
+ if (__pyx_t_6) {
+ __pyx_t_7 = ((__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])) != 0);
+ __pyx_t_2 = __pyx_t_7;
+ } else {
+ __pyx_t_2 = __pyx_t_6;
+ }
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1433
+ * while j < len1:
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<<
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ * j = j + step
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1434
+ * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<<
+ * j = j + step
+ * free(e_gaps1)
+ */
+ __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1);
+ goto __pyx_L37;
+ }
+ __pyx_L37:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1435
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ * j = j + step # <<<<<<<<<<<<<<
+ * free(e_gaps1)
+ * e_gaps1 = e_gaps2
+ */
+ __pyx_v_j = (__pyx_v_j + __pyx_v_step);
+ }
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1436
+ * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ * j = j + step
+ * free(e_gaps1) # <<<<<<<<<<<<<<
+ * e_gaps1 = e_gaps2
+ * len1 = len2
+ */
+ 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);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1450
+ * 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)
+ */
+ __pyx_v_num_chunks = (__pyx_v_num_chunks + 1);
+ goto __pyx_L42;
+ }
+ __pyx_L42:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1451
+ * 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]])
+ */
+ __pyx_t_3 = (__pyx_v_e_gaps1[((__pyx_v_i + (2 * __pyx_v_j)) + 1)]);
+ for (__pyx_v_k = (__pyx_v_e_gaps1[(__pyx_v_i + (2 * __pyx_v_j))]); __pyx_v_k < __pyx_t_3; __pyx_v_k++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1452
+ * 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:
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_k); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_10 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_indexes), __pyx_t_1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1453
+ * 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))
+ */
+ __pyx_t_4 = (__pyx_v_self->eda->data->arr[(__pyx_v_e_sent_start + __pyx_v_k)]);
+ __pyx_t_10 = __Pyx_GetItemInt(((PyObject *)__pyx_v_self->eid2symid), __pyx_t_4, sizeof(int), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_10) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_t_10); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_append(__pyx_v_ephr_arr, __pyx_t_4);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1454
+ * 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))
+ */
+ __pyx_t_2 = ((__pyx_v_j < __pyx_v_num_gaps) != 0);
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1455
+ * 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
+ */
+ __pyx_t_10 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, ((__pyx_v_e_gap_order[__pyx_v_j]) + 1))); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1455; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_indexes), __pyx_t_10); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1455; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1456
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_append(__pyx_v_ephr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, ((__pyx_v_e_gap_order[__pyx_v_j]) + 1)));
+ goto __pyx_L45;
+ }
+ __pyx_L45:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1457
+ * 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))
+ */
+ __pyx_v_i = (__pyx_v_i + __pyx_v_step);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1458
+ * 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))
+ *
+ */
+ __pyx_t_2 = ((__pyx_v_ephr_arr->len <= __pyx_v_self->max_target_length) != 0);
+ if (__pyx_t_2) {
+ __pyx_t_6 = ((__pyx_v_num_chunks <= __pyx_v_self->max_target_chunks) != 0);
+ __pyx_t_7 = __pyx_t_6;
+ } else {
+ __pyx_t_7 = __pyx_t_2;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1459
+ * 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)
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_ephr_arr));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_ephr_arr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_ephr_arr));
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ __Pyx_INCREF(((PyObject *)__pyx_v_indexes));
+ PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_indexes));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_indexes));
+ __pyx_t_10 = 0;
+ __pyx_t_10 = __Pyx_PyObject_Append(__pyx_v_result, ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1459; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L46;
+ }
+ __pyx_L46:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1461
+ * result.append((Phrase(ephr_arr),indexes))
+ *
+ * free(e_gaps1) # <<<<<<<<<<<<<<
+ * free(e_gap_order)
+ * return result
+ */
+ free(__pyx_v_e_gaps1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1462
+ *
+ * free(e_gaps1)
+ * free(e_gap_order) # <<<<<<<<<<<<<<
+ * return result
+ *
+ */
+ free(__pyx_v_e_gap_order);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1463
+ * free(e_gaps1)
+ * free(e_gap_order)
+ * return result # <<<<<<<<<<<<<<
+ *
+ * cdef IntList create_alignments(self, int* sent_links, int num_links,
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_result);
+ __pyx_r = __pyx_v_result;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.extract_phrases", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_ephr_arr);
+ __Pyx_XDECREF(__pyx_v_result);
+ __Pyx_XDECREF((PyObject *)__pyx_v_indexes);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1465
+ * return result
+ *
+ * cdef IntList create_alignments(self, int* sent_links, int num_links, # <<<<<<<<<<<<<<
+ * IntList findexes, IntList eindexes):
+ * cdef unsigned i
+ */
+
+static struct __pyx_obj_3_sa_IntList *__pyx_f_3_sa_23HieroCachingRuleFactory_create_alignments(CYTHON_UNUSED struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, int *__pyx_v_sent_links, int __pyx_v_num_links, struct __pyx_obj_3_sa_IntList *__pyx_v_findexes, struct __pyx_obj_3_sa_IntList *__pyx_v_eindexes) {
+ unsigned int __pyx_v_i;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_ret = 0;
+ int __pyx_v_s;
+ PyObject *__pyx_v_idx = NULL;
+ PyObject *__pyx_v_j = NULL;
+ struct __pyx_obj_3_sa_IntList *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ unsigned int __pyx_t_3;
+ int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ Py_ssize_t __pyx_t_6;
+ PyObject *__pyx_t_7 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("create_alignments", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1468
+ * IntList findexes, IntList eindexes):
+ * cdef unsigned i
+ * cdef IntList ret = IntList() # <<<<<<<<<<<<<<
+ * for i in range(findexes.len):
+ * s = findexes.arr[i]
+ */
+ __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 = 1468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_ret = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1469
+ * cdef unsigned i
+ * cdef IntList ret = IntList()
+ * for i in range(findexes.len): # <<<<<<<<<<<<<<
+ * s = findexes.arr[i]
+ * if s < 0: continue
+ */
+ __pyx_t_2 = __pyx_v_findexes->len;
+ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
+ __pyx_v_i = __pyx_t_3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1470
+ * cdef IntList ret = IntList()
+ * for i in range(findexes.len):
+ * s = findexes.arr[i] # <<<<<<<<<<<<<<
+ * if s < 0: continue
+ * idx = 0
+ */
+ __pyx_v_s = (__pyx_v_findexes->arr[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1471
+ * for i in range(findexes.len):
+ * s = findexes.arr[i]
+ * if s < 0: continue # <<<<<<<<<<<<<<
+ * idx = 0
+ * while idx < num_links * 2:
+ */
+ __pyx_t_4 = ((__pyx_v_s < 0) != 0);
+ if (__pyx_t_4) {
+ goto __pyx_L3_continue;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1472
+ * s = findexes.arr[i]
+ * if s < 0: continue
+ * idx = 0 # <<<<<<<<<<<<<<
+ * while idx < num_links * 2:
+ * if sent_links[idx] == s:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_XDECREF(__pyx_v_idx);
+ __pyx_v_idx = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1473
+ * if s < 0: continue
+ * idx = 0
+ * while idx < num_links * 2: # <<<<<<<<<<<<<<
+ * if sent_links[idx] == s:
+ * j = eindexes.index(sent_links[idx+1])
+ */
+ while (1) {
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_num_links * 2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = PyObject_RichCompare(__pyx_v_idx, __pyx_t_1, Py_LT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (!__pyx_t_4) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1474
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = (((__pyx_v_sent_links[__pyx_t_6]) == __pyx_v_s) != 0);
+ if (__pyx_t_4) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1475
+ * 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
+ */
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_eindexes), __pyx_n_s__index); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_1 = PyNumber_Add(__pyx_v_idx, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong((__pyx_v_sent_links[__pyx_t_6])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __Pyx_XDECREF(__pyx_v_j);
+ __pyx_v_j = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1476
+ * if sent_links[idx] == s:
+ * j = eindexes.index(sent_links[idx+1])
+ * ret.append(i * ALIGNMENT_CODE + j) # <<<<<<<<<<<<<<
+ * idx += 2
+ * return ret
+ */
+ __pyx_t_1 = PyLong_FromUnsignedLong((__pyx_v_i * __pyx_v_3_sa_ALIGNMENT_CODE)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_7 = PyNumber_Add(__pyx_t_1, __pyx_v_j); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_ret), __pyx_t_7); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1477
+ * j = eindexes.index(sent_links[idx+1])
+ * ret.append(i * ALIGNMENT_CODE + j)
+ * idx += 2 # <<<<<<<<<<<<<<
+ * return ret
+ *
+ */
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_idx, __pyx_int_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1477; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_idx);
+ __pyx_v_idx = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+ __pyx_L3_continue:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1478
+ * ret.append(i * ALIGNMENT_CODE + j)
+ * idx += 2
+ * return ret # <<<<<<<<<<<<<<
+ *
+ * cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks):
+ */
+ __Pyx_XDECREF(((PyObject *)__pyx_r));
+ __Pyx_INCREF(((PyObject *)__pyx_v_ret));
+ __pyx_r = __pyx_v_ret;
+ goto __pyx_L0;
+
+ __pyx_r = ((struct __pyx_obj_3_sa_IntList *)Py_None); __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.create_alignments", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_ret);
+ __Pyx_XDECREF(__pyx_v_idx);
+ __Pyx_XDECREF(__pyx_v_j);
+ __Pyx_XGIVEREF((PyObject *)__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1480
+ * 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
+ */
+
+static PyObject *__pyx_f_3_sa_23HieroCachingRuleFactory_extract(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_3_sa_Phrase *__pyx_v_phrase, struct __pyx_t_3_sa_Matching *__pyx_v_matching, int *__pyx_v_chunklen, int __pyx_v_num_chunks) {
+ int *__pyx_v_sent_links;
+ int *__pyx_v_e_links_low;
+ int *__pyx_v_e_links_high;
+ int *__pyx_v_f_links_low;
+ int *__pyx_v_f_links_high;
+ int *__pyx_v_f_gap_low;
+ int *__pyx_v_f_gap_high;
+ int *__pyx_v_e_gap_low;
+ int *__pyx_v_e_gap_high;
+ int __pyx_v_num_gaps;
+ int __pyx_v_gap_start;
+ int __pyx_v_i;
+ int __pyx_v_j;
+ int __pyx_v_e_i;
+ int __pyx_v_f_i;
+ int __pyx_v_num_links;
+ int __pyx_v_num_aligned_chunks;
+ int __pyx_v_met_constraints;
+ int __pyx_v_x;
+ int __pyx_v_f_low;
+ int __pyx_v_f_high;
+ int __pyx_v_e_low;
+ int __pyx_v_e_high;
+ int __pyx_v_f_back_low;
+ int __pyx_v_f_back_high;
+ int __pyx_v_e_sent_start;
+ int __pyx_v_e_sent_end;
+ int __pyx_v_f_sent_start;
+ int __pyx_v_f_sent_end;
+ int __pyx_v_e_sent_len;
+ int __pyx_v_f_sent_len;
+ CYTHON_UNUSED int __pyx_v_e_word_count;
+ int __pyx_v_f_x_low;
+ int __pyx_v_f_x_high;
+ int __pyx_v_e_x_low;
+ int __pyx_v_e_x_high;
+ int __pyx_v_phrase_len;
+ float __pyx_v_pair_count;
+ PyObject *__pyx_v_extracts = 0;
+ PyObject *__pyx_v_phrase_list = 0;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_fphr_arr = 0;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_fphr = 0;
+ CYTHON_UNUSED PyObject *__pyx_v_reason_for_failure = 0;
+ PyObject *__pyx_v_sofar = NULL;
+ PyObject *__pyx_v_als = NULL;
+ PyObject *__pyx_v_al = NULL;
+ long __pyx_v_gap_error;
+ PyObject *__pyx_v_phrase2 = NULL;
+ PyObject *__pyx_v_eindexes = NULL;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_als1 = NULL;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_als2 = NULL;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_als3 = NULL;
+ struct __pyx_obj_3_sa_IntList *__pyx_v_als4 = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ int __pyx_t_7;
+ int __pyx_t_8;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ long __pyx_t_12;
+ Py_ssize_t __pyx_t_13;
+ PyObject *__pyx_t_14 = NULL;
+ PyObject *__pyx_t_15 = NULL;
+ PyObject *(*__pyx_t_16)(PyObject *);
+ PyObject *(*__pyx_t_17)(PyObject *);
+ int __pyx_t_18;
+ int __pyx_t_19;
+ int __pyx_t_20;
+ int __pyx_t_21;
+ int __pyx_t_22;
+ int __pyx_t_23;
+ int __pyx_t_24;
+ int __pyx_t_25;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("extract", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1493
+ * cdef reason_for_failure
+ *
+ * fphr_arr = IntList() # <<<<<<<<<<<<<<
+ * phrase_len = phrase.n
+ * extracts = []
+ */
+ __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 = 1493; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_fphr_arr = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1494
+ *
+ * fphr_arr = IntList()
+ * phrase_len = phrase.n # <<<<<<<<<<<<<<
+ * extracts = []
+ * sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links)
+ */
+ __pyx_t_2 = __pyx_v_phrase->n;
+ __pyx_v_phrase_len = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1495
+ * fphr_arr = IntList()
+ * phrase_len = phrase.n
+ * extracts = [] # <<<<<<<<<<<<<<
+ * sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links)
+ *
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_extracts = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1496
+ * 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]
+ */
+ __pyx_v_sent_links = ((struct __pyx_vtabstruct_3_sa_Alignment *)__pyx_v_self->alignment->__pyx_vtab)->_get_sent_links(__pyx_v_self->alignment, __pyx_v_matching->sent_id, (&__pyx_v_num_links));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1498
+ * 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
+ */
+ __pyx_v_e_sent_start = (__pyx_v_self->eda->sent_index->arr[__pyx_v_matching->sent_id]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1499
+ *
+ * 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]
+ */
+ __pyx_v_e_sent_end = (__pyx_v_self->eda->sent_index->arr[(__pyx_v_matching->sent_id + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1500
+ * 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]
+ */
+ __pyx_v_e_sent_len = ((__pyx_v_e_sent_end - __pyx_v_e_sent_start) - 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1501
+ * 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
+ */
+ __pyx_v_f_sent_start = (__pyx_v_self->fda->sent_index->arr[__pyx_v_matching->sent_id]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1502
+ * 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
+ *
+ */
+ __pyx_v_f_sent_end = (__pyx_v_self->fda->sent_index->arr[(__pyx_v_matching->sent_id + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1503
+ * 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()
+ */
+ __pyx_v_f_sent_len = ((__pyx_v_f_sent_end - __pyx_v_f_sent_start) - 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1505
+ * f_sent_len = f_sent_end - f_sent_start - 1
+ *
+ * self.findexes1.reset() # <<<<<<<<<<<<<<
+ * sofar = 0
+ * for i in range(num_chunks):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes1), __pyx_n_s__reset); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1505; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1506
+ *
+ * self.findexes1.reset()
+ * sofar = 0 # <<<<<<<<<<<<<<
+ * for i in range(num_chunks):
+ * for j in range(chunklen[i]):
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_sofar = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1507
+ * 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);
+ */
+ __pyx_t_2 = __pyx_v_num_chunks;
+ for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) {
+ __pyx_v_i = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1508
+ * 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
+ */
+ __pyx_t_5 = (__pyx_v_chunklen[__pyx_v_i]);
+ for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
+ __pyx_v_j = __pyx_t_6;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1509
+ * 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:
+ */
+ __pyx_t_3 = PyInt_FromLong((((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes1), __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1510
+ * 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])
+ */
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_sofar, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1510; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_sofar);
+ __pyx_v_sofar = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1511
+ * self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start);
+ * sofar += 1
+ * if i+1 < num_chunks: # <<<<<<<<<<<<<<
+ * self.findexes1.append(phrase[sofar])
+ * sofar += 1
+ */
+ __pyx_t_7 = (((__pyx_v_i + 1) < __pyx_v_num_chunks) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1512
+ * sofar += 1
+ * if i+1 < num_chunks:
+ * self.findexes1.append(phrase[sofar]) # <<<<<<<<<<<<<<
+ * sofar += 1
+ *
+ */
+ __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_phrase), __pyx_v_sofar); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes1), __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1513
+ * if i+1 < num_chunks:
+ * self.findexes1.append(phrase[sofar])
+ * sofar += 1 # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_t_3 = PyNumber_InPlaceAdd(__pyx_v_sofar, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1513; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_v_sofar);
+ __pyx_v_sofar = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1516
+ *
+ *
+ * e_links_low = <int*> malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ */
+ __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1517
+ *
+ * e_links_low = <int*> malloc(e_sent_len*sizeof(int))
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ */
+ __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1518
+ * e_links_low = <int*> malloc(e_sent_len*sizeof(int))
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1519
+ * e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1520
+ * f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1521
+ * f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1522
+ * f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1523
+ * f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ */
+ __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int)))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1524
+ * e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ */
+ memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1525
+ * e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+ */
+ memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1526
+ * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+ *
+ */
+ memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1527
+ * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<<
+ *
+ * reason_for_failure = ""
+ */
+ memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int))));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1529
+ * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+ *
+ * reason_for_failure = "" # <<<<<<<<<<<<<<
+ *
+ * for i from 0 <= i < e_sent_len:
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_47));
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_47);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1531
+ * reason_for_failure = ""
+ *
+ * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<<
+ * e_links_low[i] = -1
+ * e_links_high[i] = -1
+ */
+ __pyx_t_2 = __pyx_v_e_sent_len;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1532
+ *
+ * for i from 0 <= i < e_sent_len:
+ * e_links_low[i] = -1 # <<<<<<<<<<<<<<
+ * e_links_high[i] = -1
+ * for i from 0 <= i < f_sent_len:
+ */
+ (__pyx_v_e_links_low[__pyx_v_i]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1533
+ * for i from 0 <= i < e_sent_len:
+ * e_links_low[i] = -1
+ * e_links_high[i] = -1 # <<<<<<<<<<<<<<
+ * for i from 0 <= i < f_sent_len:
+ * f_links_low[i] = -1
+ */
+ (__pyx_v_e_links_high[__pyx_v_i]) = -1;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1534
+ * e_links_low[i] = -1
+ * e_links_high[i] = -1
+ * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<<
+ * f_links_low[i] = -1
+ * f_links_high[i] = -1
+ */
+ __pyx_t_2 = __pyx_v_f_sent_len;
+ for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1535
+ * e_links_high[i] = -1
+ * for i from 0 <= i < f_sent_len:
+ * f_links_low[i] = -1 # <<<<<<<<<<<<<<
+ * f_links_high[i] = -1
+ *
+ */
+ (__pyx_v_f_links_low[__pyx_v_i]) = -1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1536
+ * for i from 0 <= i < f_sent_len:
+ * f_links_low[i] = -1
+ * f_links_high[i] = -1 # <<<<<<<<<<<<<<
+ *
+ * # this is really inefficient -- might be good to
+ */
+ (__pyx_v_f_links_high[__pyx_v_i]) = -1;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1542
+ * # links that we care about (but then how to look up
+ * # when we want to check something on the e side?)
+ * i = 0 # <<<<<<<<<<<<<<
+ * while i < num_links*2:
+ * f_i = sent_links[i]
+ */
+ __pyx_v_i = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1543
+ * # when we want to check something on the e side?)
+ * i = 0
+ * while i < num_links*2: # <<<<<<<<<<<<<<
+ * f_i = sent_links[i]
+ * e_i = sent_links[i+1]
+ */
+ while (1) {
+ __pyx_t_7 = ((__pyx_v_i < (__pyx_v_num_links * 2)) != 0);
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1544
+ * i = 0
+ * while i < num_links*2:
+ * f_i = sent_links[i] # <<<<<<<<<<<<<<
+ * e_i = sent_links[i+1]
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ */
+ __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1545
+ * while i < num_links*2:
+ * f_i = sent_links[i]
+ * e_i = sent_links[i+1] # <<<<<<<<<<<<<<
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ * f_links_low[f_i] = e_i
+ */
+ __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1546
+ * f_i = sent_links[i]
+ * e_i = sent_links[i+1]
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<<
+ * f_links_low[f_i] = e_i
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ */
+ __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_i]) == -1) != 0);
+ if (!__pyx_t_7) {
+ __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i) != 0);
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1547
+ * e_i = sent_links[i+1]
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ * f_links_low[f_i] = e_i # <<<<<<<<<<<<<<
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ * f_links_high[f_i] = e_i + 1
+ */
+ (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i;
+ goto __pyx_L14;
+ }
+ __pyx_L14:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1548
+ * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ * f_links_low[f_i] = e_i
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<<
+ * f_links_high[f_i] = e_i + 1
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ */
+ __pyx_t_9 = (((__pyx_v_f_links_high[__pyx_v_f_i]) == -1) != 0);
+ if (!__pyx_t_9) {
+ __pyx_t_7 = (((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)) != 0);
+ __pyx_t_8 = __pyx_t_7;
+ } else {
+ __pyx_t_8 = __pyx_t_9;
+ }
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1549
+ * f_links_low[f_i] = e_i
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<<
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ * e_links_low[e_i] = f_i
+ */
+ (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1);
+ goto __pyx_L15;
+ }
+ __pyx_L15:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1550
+ * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ * f_links_high[f_i] = e_i + 1
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<<
+ * e_links_low[e_i] = f_i
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ */
+ __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_i]) == -1) != 0);
+ if (!__pyx_t_8) {
+ __pyx_t_9 = (((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i) != 0);
+ __pyx_t_7 = __pyx_t_9;
+ } else {
+ __pyx_t_7 = __pyx_t_8;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1551
+ * f_links_high[f_i] = e_i + 1
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ * e_links_low[e_i] = f_i # <<<<<<<<<<<<<<
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ * e_links_high[e_i] = f_i + 1
+ */
+ (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i;
+ goto __pyx_L16;
+ }
+ __pyx_L16:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1552
+ * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ * e_links_low[e_i] = f_i
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<<
+ * e_links_high[e_i] = f_i + 1
+ * i = i + 2
+ */
+ __pyx_t_7 = (((__pyx_v_e_links_high[__pyx_v_e_i]) == -1) != 0);
+ if (!__pyx_t_7) {
+ __pyx_t_8 = (((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)) != 0);
+ __pyx_t_9 = __pyx_t_8;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1553
+ * e_links_low[e_i] = f_i
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<<
+ * i = i + 2
+ *
+ */
+ (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1);
+ goto __pyx_L17;
+ }
+ __pyx_L17:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1554
+ * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ * e_links_high[e_i] = f_i + 1
+ * i = i + 2 # <<<<<<<<<<<<<<
+ *
+ * als = []
+ */
+ __pyx_v_i = (__pyx_v_i + 2);
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1556
+ * i = i + 2
+ *
+ * als = [] # <<<<<<<<<<<<<<
+ * for x in range(matching.start,matching.end):
+ * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ */
+ __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_v_als = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1557
+ *
+ * als = []
+ * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<<
+ * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ * als.append(al)
+ */
+ __pyx_t_2 = __pyx_v_matching->end;
+ for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) {
+ __pyx_v_x = __pyx_t_4;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1558
+ * als = []
+ * for x in range(matching.start,matching.end):
+ * 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)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_10 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_137), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1651
+ * 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:
+ */
+ goto __pyx_L49_break;
+ goto __pyx_L50;
+ }
+ __pyx_L50:;
+ }
+ __pyx_L49_break:;
+ goto __pyx_L47;
+ }
+ __pyx_L47:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1653
+ * break
+ *
+ * if gap_error == 0: # <<<<<<<<<<<<<<
+ * i = 1
+ * self.findexes.reset()
+ */
+ __pyx_t_9 = ((__pyx_v_gap_error == 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1654
+ *
+ * if gap_error == 0:
+ * i = 1 # <<<<<<<<<<<<<<
+ * self.findexes.reset()
+ * if f_back_low < f_low:
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1655
+ * if gap_error == 0:
+ * i = 1
+ * self.findexes.reset() # <<<<<<<<<<<<<<
+ * if f_back_low < f_low:
+ * fphr_arr._append(sym_setindex(self.category, i))
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__reset); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1655; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1655; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1656
+ * i = 1
+ * self.findexes.reset()
+ * if f_back_low < f_low: # <<<<<<<<<<<<<<
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i+1
+ */
+ __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":1657
+ * 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))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1658
+ * 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)
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1659
+ * 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:
+ */
+ __pyx_t_3 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1659; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1659; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L52;
+ }
+ __pyx_L52:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1660
+ * 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]):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__extend); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->findexes1));
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_self->findexes1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->findexes1));
+ __pyx_t_10 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1661
+ * 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))
+ */
+ __pyx_t_2 = __pyx_v_phrase->n;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1662
+ * 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
+ */
+ __pyx_t_9 = (__pyx_f_3_sa_sym_isvar((__pyx_v_phrase->syms[__pyx_v_j])) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1663
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1664
+ * if sym_isvar(phrase.syms[j]):
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i + 1 # <<<<<<<<<<<<<<
+ * else:
+ * fphr_arr._append(phrase.syms[j])
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ goto __pyx_L55;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1666
+ * i = i + 1
+ * else:
+ * fphr_arr._append(phrase.syms[j]) # <<<<<<<<<<<<<<
+ * if f_back_high > f_high:
+ * fphr_arr._append(sym_setindex(self.category, i))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, (__pyx_v_phrase->syms[__pyx_v_j]));
+ }
+ __pyx_L55:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1667
+ * 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))
+ */
+ __pyx_t_9 = ((__pyx_v_f_back_high > __pyx_v_f_high) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1668
+ * 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))
+ *
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1669
+ * 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)
+ */
+ __pyx_t_10 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_3 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_10); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L56;
+ }
+ __pyx_L56:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1671
+ * 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,
+ */
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1671; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr_arr));
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_fphr_arr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr_arr));
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1671; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_fphr = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_10);
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1672
+ *
+ * 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,
+ */
+ __pyx_t_9 = (__pyx_v_met_constraints != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1675
+ * 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)
+ */
+ __pyx_t_10 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->extract_phrases(__pyx_v_self, __pyx_v_e_low, __pyx_v_e_high, (__pyx_v_e_gap_low + __pyx_v_gap_start), (__pyx_v_e_gap_high + __pyx_v_gap_start), __pyx_v_e_links_low, __pyx_v_num_gaps, __pyx_v_f_back_low, __pyx_v_f_back_high, (__pyx_v_f_gap_low + __pyx_v_gap_start), (__pyx_v_f_gap_high + __pyx_v_gap_start), __pyx_v_f_links_low, __pyx_v_matching->sent_id, __pyx_v_e_sent_len, __pyx_v_e_sent_start); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1673; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_v_phrase_list = __pyx_t_10;
+ __pyx_t_10 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1676
+ * 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:
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1676; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = ((__pyx_t_13 > 0) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1677
+ * 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
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1677; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(__pyx_t_13 == 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 = 1677; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_pair_count = (1.0 / __pyx_t_13);
+ goto __pyx_L58;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1679
+ * 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:
+ */
+ __pyx_v_pair_count = 0.0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1680
+ * 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)
+ */
+ __pyx_t_10 = PyInt_FromLong(__pyx_v_f_back_low); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_3 = PyInt_FromLong(__pyx_v_f_back_high); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_e_low); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_14 = PyInt_FromLong(__pyx_v_e_high); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_15 = PyTuple_New(4); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_15, 3, __pyx_t_14);
+ __Pyx_GIVEREF(__pyx_t_14);
+ __pyx_t_10 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_14 = 0;
+ __pyx_t_14 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_138), ((PyObject *)__pyx_t_15)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_14));
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_t_14);
+ __pyx_t_14 = 0;
+ }
+ __pyx_L58:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1681
+ * 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 (PyList_CheckExact(__pyx_v_phrase_list) || PyTuple_CheckExact(__pyx_v_phrase_list)) {
+ __pyx_t_14 = __pyx_v_phrase_list; __Pyx_INCREF(__pyx_t_14); __pyx_t_13 = 0;
+ __pyx_t_16 = NULL;
+ } else {
+ __pyx_t_13 = -1; __pyx_t_14 = PyObject_GetIter(__pyx_v_phrase_list); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_16 = Py_TYPE(__pyx_t_14)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_16 && PyList_CheckExact(__pyx_t_14)) {
+ if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_14)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_15 = PyList_GET_ITEM(__pyx_t_14, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_15 = PySequence_ITEM(__pyx_t_14, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_16 && PyTuple_CheckExact(__pyx_t_14)) {
+ if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_14)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_15 = PyTuple_GET_ITEM(__pyx_t_14, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_15 = PySequence_ITEM(__pyx_t_14, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_15 = __pyx_t_16(__pyx_t_14);
+ if (unlikely(!__pyx_t_15)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_15);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_15))) || (PyList_CheckExact(__pyx_t_15))) {
+ PyObject* sequence = __pyx_t_15;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_1 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_3);
+ #else
+ __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ #endif
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_15); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __pyx_t_17 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_1 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_1)) goto __pyx_L61_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_1);
+ index = 1; __pyx_t_3 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_3)) goto __pyx_L61_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_17(__pyx_t_10), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_17 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L62_unpacking_done;
+ __pyx_L61_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_17 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L62_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_phrase2);
+ __pyx_v_phrase2 = __pyx_t_1;
+ __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_v_eindexes);
+ __pyx_v_eindexes = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1682
+ * 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
+ */
+ __pyx_t_15 = ((PyObject *)__pyx_v_self->findexes);
+ __Pyx_INCREF(__pyx_t_15);
+ if (!(likely(((__pyx_v_eindexes) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_eindexes, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1682; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->create_alignments(__pyx_v_self, __pyx_v_sent_links, __pyx_v_num_links, ((struct __pyx_obj_3_sa_IntList *)__pyx_t_15), ((struct __pyx_obj_3_sa_IntList *)__pyx_v_eindexes))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1682; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_als1));
+ __pyx_v_als1 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1683
+ * 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
+ */
+ __pyx_t_3 = PyFloat_FromDouble(__pyx_v_pair_count); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(((PyObject *)__pyx_v_als1));
+ PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_als1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_als1));
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __pyx_t_15 = PyTuple_New(4); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr));
+ PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_fphr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr));
+ __Pyx_INCREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_v_phrase2);
+ __Pyx_GIVEREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_15, 3, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_3 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyObject_Append(__pyx_v_extracts, ((PyObject *)__pyx_t_15)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ goto __pyx_L57;
+ }
+ __pyx_L57:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1684
+ * 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):
+ */
+ __pyx_t_9 = ((__pyx_v_num_gaps < __pyx_v_self->max_nonterminals) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1685
+ * 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
+ */
+ __pyx_t_7 = ((__pyx_v_phrase_len < __pyx_v_self->max_length) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1686
+ * 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
+ */
+ __pyx_t_8 = ((((__pyx_v_f_back_high - __pyx_v_f_back_low) + __pyx_v_self->train_min_gap_size) <= __pyx_v_self->train_max_initial_size) != 0);
+ __pyx_t_18 = __pyx_t_8;
+ } else {
+ __pyx_t_18 = __pyx_t_7;
+ }
+ __pyx_t_7 = __pyx_t_18;
+ } else {
+ __pyx_t_7 = __pyx_t_9;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1687
+ * 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))):
+ */
+ __pyx_t_7 = ((__pyx_v_f_back_low == __pyx_v_f_low) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1688
+ * 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
+ */
+ __pyx_t_9 = ((__pyx_v_f_low >= __pyx_v_self->train_min_gap_size) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1689
+ * 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
+ */
+ __pyx_t_18 = ((!(__pyx_v_self->tight_phrases != 0)) != 0);
+ if (!__pyx_t_18) {
+ __pyx_t_8 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1) != 0);
+ if (__pyx_t_8) {
+ __pyx_t_19 = (((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) != -1) != 0);
+ __pyx_t_20 = __pyx_t_19;
+ } else {
+ __pyx_t_20 = __pyx_t_8;
+ }
+ __pyx_t_8 = __pyx_t_20;
+ } else {
+ __pyx_t_8 = __pyx_t_18;
+ }
+ __pyx_t_18 = __pyx_t_8;
+ } else {
+ __pyx_t_18 = __pyx_t_9;
+ }
+ __pyx_t_9 = __pyx_t_18;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1690
+ * 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:
+ */
+ __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":1691
+ * ((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:
+ */
+ __pyx_v_met_constraints = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1692
+ * 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
+ */
+ __pyx_t_9 = (__pyx_v_self->tight_phrases != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1693
+ * 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:
+ */
+ while (1) {
+ __pyx_t_9 = ((__pyx_v_f_x_low >= 0) != 0);
+ if (__pyx_t_9) {
+ __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_9;
+ }
+ if (!__pyx_t_18) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1694
+ * 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
+ */
+ __pyx_v_f_x_low = (__pyx_v_f_x_low - 1);
+ }
+ goto __pyx_L65;
+ }
+ __pyx_L65:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1695
+ * 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
+ *
+ */
+ __pyx_t_18 = ((__pyx_v_f_x_low < 0) != 0);
+ if (!__pyx_t_18) {
+ __pyx_t_9 = (((__pyx_v_f_back_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size) != 0);
+ __pyx_t_7 = __pyx_t_9;
+ } else {
+ __pyx_t_7 = __pyx_t_18;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1696
+ * 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
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L68;
+ }
+ __pyx_L68:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1698
+ * 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,
+ */
+ if ((__pyx_v_met_constraints != 0)) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1699
+ *
+ * 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,
+ */
+ __pyx_t_14 = PyInt_FromLong(__pyx_v_f_back_high); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1699; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1703
+ * 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
+ */
+ __pyx_t_7 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_14, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_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, 1, 1, 1, 1, 0, 1, 0) == 1);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1705
+ * 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,
+ */
+ __pyx_t_18 = (!(__pyx_v_self->tight_phrases != 0));
+ if (!__pyx_t_18) {
+ __pyx_t_9 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) != -1);
+ __pyx_t_8 = __pyx_t_9;
+ } else {
+ __pyx_t_8 = __pyx_t_18;
+ }
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1706
+ * 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,
+ */
+ __pyx_t_14 = PyInt_FromLong(__pyx_v_f_low); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1706; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1710
+ * -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()
+ */
+ __pyx_t_18 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_14, __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_e_gap_high, __pyx_v_f_gap_low, __pyx_v_f_gap_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, 0, 0, 0, 0, 0, 0, 0) != 0);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ } else {
+ __pyx_t_18 = __pyx_t_8;
+ }
+ __pyx_t_8 = __pyx_t_18;
+ } else {
+ __pyx_t_8 = __pyx_t_7;
+ }
+ __pyx_t_7 = __pyx_t_8;
+ } else {
+ __pyx_t_7 = (__pyx_v_met_constraints != 0);
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1712
+ * 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()
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_clear(__pyx_v_fphr_arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1713
+ * 0, 0, 0, 0, 0, 0, 0)):
+ * fphr_arr._clear()
+ * i = 1 # <<<<<<<<<<<<<<
+ * self.findexes.reset()
+ * self.findexes.append(sym_setindex(self.category, i))
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1714
+ * fphr_arr._clear()
+ * i = 1
+ * self.findexes.reset() # <<<<<<<<<<<<<<
+ * self.findexes.append(sym_setindex(self.category, i))
+ * fphr_arr._append(sym_setindex(self.category, i))
+ */
+ __pyx_t_14 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__reset); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1714; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_1 = PyObject_Call(__pyx_t_14, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1714; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1715
+ * i = 1
+ * self.findexes.reset()
+ * self.findexes.append(sym_setindex(self.category, i)) # <<<<<<<<<<<<<<
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i+1
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1715; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_14 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1715; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1716
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1717
+ * 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:
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1718
+ * 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]):
+ */
+ __pyx_t_14 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__extend); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->findexes1));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_self->findexes1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->findexes1));
+ __pyx_t_15 = PyObject_Call(__pyx_t_14, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1719
+ * 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))
+ */
+ __pyx_t_2 = __pyx_v_phrase->n;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1720
+ * 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
+ */
+ __pyx_t_7 = (__pyx_f_3_sa_sym_isvar((__pyx_v_phrase->syms[__pyx_v_j])) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1721
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1722
+ * if sym_isvar(phrase.syms[j]):
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i + 1 # <<<<<<<<<<<<<<
+ * else:
+ * fphr_arr._append(phrase.syms[j])
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ goto __pyx_L72;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1724
+ * i = i + 1
+ * else:
+ * fphr_arr._append(phrase.syms[j]) # <<<<<<<<<<<<<<
+ * if f_back_high > f_high:
+ * fphr_arr._append(sym_setindex(self.category, i))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, (__pyx_v_phrase->syms[__pyx_v_j]));
+ }
+ __pyx_L72:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1725
+ * 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))
+ */
+ __pyx_t_7 = ((__pyx_v_f_back_high > __pyx_v_f_high) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1726
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1727
+ * 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,
+ */
+ __pyx_t_15 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_15); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L73;
+ }
+ __pyx_L73:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1728
+ * 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,
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1728; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr_arr));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_fphr_arr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr_arr));
+ __pyx_t_15 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1728; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_fphr));
+ __pyx_v_fphr = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_15);
+ __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1731
+ * 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)
+ */
+ __pyx_t_15 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->extract_phrases(__pyx_v_self, __pyx_v_e_x_low, __pyx_v_e_x_high, __pyx_v_e_gap_low, __pyx_v_e_gap_high, __pyx_v_e_links_low, (__pyx_v_num_gaps + 1), __pyx_v_f_x_low, __pyx_v_f_x_high, __pyx_v_f_gap_low, __pyx_v_f_gap_high, __pyx_v_f_links_low, __pyx_v_matching->sent_id, __pyx_v_e_sent_len, __pyx_v_e_sent_start); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_XDECREF(__pyx_v_phrase_list);
+ __pyx_v_phrase_list = __pyx_t_15;
+ __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1732
+ * 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:
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1732; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = ((__pyx_t_13 > 0) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1733
+ * e_sent_len, e_sent_start)
+ * if len(phrase_list) > 0:
+ * pair_count = 1.0 / len(phrase_list) # <<<<<<<<<<<<<<
+ * else:
+ * pair_count = 0
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1733; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(__pyx_t_13 == 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 = 1733; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_pair_count = (1.0 / __pyx_t_13);
+ goto __pyx_L74;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1735
+ * 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)
+ */
+ __pyx_v_pair_count = 0.0;
+ }
+ __pyx_L74:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1736
+ * 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 (PyList_CheckExact(__pyx_v_phrase_list) || PyTuple_CheckExact(__pyx_v_phrase_list)) {
+ __pyx_t_15 = __pyx_v_phrase_list; __Pyx_INCREF(__pyx_t_15); __pyx_t_13 = 0;
+ __pyx_t_16 = NULL;
+ } else {
+ __pyx_t_13 = -1; __pyx_t_15 = PyObject_GetIter(__pyx_v_phrase_list); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_16 = Py_TYPE(__pyx_t_15)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_16 && PyList_CheckExact(__pyx_t_15)) {
+ if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_15)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_15, __pyx_t_13); __Pyx_INCREF(__pyx_t_1); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_15, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_16 && PyTuple_CheckExact(__pyx_t_15)) {
+ if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_15)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_15, __pyx_t_13); __Pyx_INCREF(__pyx_t_1); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_15, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_16(__pyx_t_15);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
+ PyObject* sequence = __pyx_t_1;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_14 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_14 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_14);
+ __Pyx_INCREF(__pyx_t_3);
+ #else
+ __pyx_t_14 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ #endif
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_17 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_14 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_14)) goto __pyx_L77_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_14);
+ index = 1; __pyx_t_3 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_3)) goto __pyx_L77_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_17(__pyx_t_10), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_17 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L78_unpacking_done;
+ __pyx_L77_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_17 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L78_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_phrase2);
+ __pyx_v_phrase2 = __pyx_t_14;
+ __pyx_t_14 = 0;
+ __Pyx_XDECREF(__pyx_v_eindexes);
+ __pyx_v_eindexes = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1737
+ * 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)))
+ *
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_v_self->findexes);
+ __Pyx_INCREF(__pyx_t_1);
+ if (!(likely(((__pyx_v_eindexes) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_eindexes, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1737; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->create_alignments(__pyx_v_self, __pyx_v_sent_links, __pyx_v_num_links, ((struct __pyx_obj_3_sa_IntList *)__pyx_t_1), ((struct __pyx_obj_3_sa_IntList *)__pyx_v_eindexes))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1737; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_als2));
+ __pyx_v_als2 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1738
+ * 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
+ */
+ __pyx_t_3 = PyFloat_FromDouble(__pyx_v_pair_count); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_als2));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_als2));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_als2));
+ __pyx_t_14 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_fphr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr));
+ __Pyx_INCREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_phrase2);
+ __Pyx_GIVEREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_1, 3, __pyx_t_14);
+ __Pyx_GIVEREF(__pyx_t_14);
+ __pyx_t_3 = 0;
+ __pyx_t_14 = 0;
+ __pyx_t_14 = __Pyx_PyObject_Append(__pyx_v_extracts, ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ goto __pyx_L69;
+ }
+ __pyx_L69:;
+ goto __pyx_L64;
+ }
+ __pyx_L64:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1740
+ * 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))):
+ */
+ __pyx_t_7 = ((__pyx_v_f_back_high == __pyx_v_f_high) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1741
+ *
+ * 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
+ */
+ __pyx_t_8 = (((__pyx_v_f_sent_len - __pyx_v_f_high) >= __pyx_v_self->train_min_gap_size) != 0);
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1742
+ * 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
+ */
+ __pyx_t_18 = ((!(__pyx_v_self->tight_phrases != 0)) != 0);
+ if (!__pyx_t_18) {
+ __pyx_t_9 = (((__pyx_v_f_links_low[__pyx_v_f_high]) != -1) != 0);
+ if (__pyx_t_9) {
+ __pyx_t_20 = (((__pyx_v_f_links_low[__pyx_v_f_back_low]) != -1) != 0);
+ __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":1743
+ * 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:
+ */
+ __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":1744
+ * ((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:
+ */
+ __pyx_v_met_constraints = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1745
+ * 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
+ */
+ __pyx_t_8 = (__pyx_v_self->tight_phrases != 0);
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1746
+ * 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:
+ */
+ while (1) {
+ __pyx_t_8 = ((__pyx_v_f_x_high <= __pyx_v_f_sent_len) != 0);
+ if (__pyx_t_8) {
+ __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -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":1747
+ * 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
+ */
+ __pyx_v_f_x_high = (__pyx_v_f_x_high + 1);
+ }
+ goto __pyx_L80;
+ }
+ __pyx_L80:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1748
+ * 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
+ *
+ */
+ __pyx_t_18 = ((__pyx_v_f_x_high > __pyx_v_f_sent_len) != 0);
+ if (!__pyx_t_18) {
+ __pyx_t_8 = (((__pyx_v_f_x_high - __pyx_v_f_back_low) > __pyx_v_self->train_max_initial_size) != 0);
+ __pyx_t_7 = __pyx_t_8;
+ } else {
+ __pyx_t_7 = __pyx_t_18;
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1749
+ * 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
+ */
+ __pyx_v_met_constraints = 0;
+ goto __pyx_L83;
+ }
+ __pyx_L83:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1751
+ * 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,
+ */
+ if ((__pyx_v_met_constraints != 0)) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1752
+ *
+ * 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,
+ */
+ __pyx_t_15 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1752; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1756
+ * 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
+ */
+ if ((((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_back_low, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_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, 1, 1, 1, 0, 1, 1, 0) != 0)) {
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1758
+ * 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,
+ */
+ __pyx_t_7 = (!(__pyx_v_self->tight_phrases != 0));
+ if (!__pyx_t_7) {
+ __pyx_t_18 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) != -1);
+ __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":1759
+ * 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,
+ */
+ __pyx_t_14 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1759; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1764
+ * 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()
+ */
+ __pyx_t_7 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_high, __pyx_t_14, __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_num_gaps), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_num_gaps), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_num_gaps), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_num_gaps), __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);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ } else {
+ __pyx_t_7 = __pyx_t_8;
+ }
+ __pyx_t_8 = __pyx_t_7;
+ } else {
+ __pyx_t_8 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_back_low, __pyx_t_15, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_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, 1, 1, 1, 0, 1, 1, 0) != 0);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ }
+ __pyx_t_7 = __pyx_t_8;
+ } else {
+ __pyx_t_7 = (__pyx_v_met_constraints != 0);
+ }
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1766
+ * 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()
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_clear(__pyx_v_fphr_arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1767
+ * 0, 0, 0, 0, 0, 0, 0)):
+ * fphr_arr._clear()
+ * i = 1 # <<<<<<<<<<<<<<
+ * self.findexes.reset()
+ * if f_back_low < f_low:
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1768
+ * fphr_arr._clear()
+ * i = 1
+ * self.findexes.reset() # <<<<<<<<<<<<<<
+ * if f_back_low < f_low:
+ * fphr_arr._append(sym_setindex(self.category, i))
+ */
+ __pyx_t_15 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__reset); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1768; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_14 = PyObject_Call(__pyx_t_15, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1768; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1769
+ * i = 1
+ * self.findexes.reset()
+ * if f_back_low < f_low: # <<<<<<<<<<<<<<
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i+1
+ */
+ __pyx_t_7 = ((__pyx_v_f_back_low < __pyx_v_f_low) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1770
+ * 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))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1771
+ * 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)
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1772
+ * 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:
+ */
+ __pyx_t_14 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1772; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_15 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_14); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1772; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ goto __pyx_L85;
+ }
+ __pyx_L85:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1773
+ * 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]):
+ */
+ __pyx_t_15 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__extend); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1773; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_14 = PyTuple_New(1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1773; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->findexes1));
+ PyTuple_SET_ITEM(__pyx_t_14, 0, ((PyObject *)__pyx_v_self->findexes1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->findexes1));
+ __pyx_t_1 = PyObject_Call(__pyx_t_15, ((PyObject *)__pyx_t_14), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1773; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1774
+ * 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))
+ */
+ __pyx_t_2 = __pyx_v_phrase->n;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1775
+ * 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
+ */
+ __pyx_t_7 = (__pyx_f_3_sa_sym_isvar((__pyx_v_phrase->syms[__pyx_v_j])) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1776
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1777
+ * if sym_isvar(phrase.syms[j]):
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i + 1 # <<<<<<<<<<<<<<
+ * else:
+ * fphr_arr._append(phrase.syms[j])
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ goto __pyx_L88;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1779
+ * 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))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, (__pyx_v_phrase->syms[__pyx_v_j]));
+ }
+ __pyx_L88:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1780
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1781
+ * 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,
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_14 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1782
+ * 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,
+ */
+ __pyx_t_14 = PyTuple_New(1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1782; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr_arr));
+ PyTuple_SET_ITEM(__pyx_t_14, 0, ((PyObject *)__pyx_v_fphr_arr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr_arr));
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_14), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1782; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_fphr));
+ __pyx_v_fphr = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1785
+ * 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)
+ */
+ __pyx_t_1 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->extract_phrases(__pyx_v_self, __pyx_v_e_x_low, __pyx_v_e_x_high, (__pyx_v_e_gap_low + __pyx_v_gap_start), (__pyx_v_e_gap_high + __pyx_v_gap_start), __pyx_v_e_links_low, (__pyx_v_num_gaps + 1), __pyx_v_f_x_low, __pyx_v_f_x_high, (__pyx_v_f_gap_low + __pyx_v_gap_start), (__pyx_v_f_gap_high + __pyx_v_gap_start), __pyx_v_f_links_low, __pyx_v_matching->sent_id, __pyx_v_e_sent_len, __pyx_v_e_sent_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1783; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_phrase_list);
+ __pyx_v_phrase_list = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1786
+ * 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:
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1786; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = ((__pyx_t_13 > 0) != 0);
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1787
+ * 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
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(__pyx_t_13 == 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 = 1787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_pair_count = (1.0 / __pyx_t_13);
+ goto __pyx_L89;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1789
+ * 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)
+ */
+ __pyx_v_pair_count = 0.0;
+ }
+ __pyx_L89:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1790
+ * 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 (PyList_CheckExact(__pyx_v_phrase_list) || PyTuple_CheckExact(__pyx_v_phrase_list)) {
+ __pyx_t_1 = __pyx_v_phrase_list; __Pyx_INCREF(__pyx_t_1); __pyx_t_13 = 0;
+ __pyx_t_16 = NULL;
+ } else {
+ __pyx_t_13 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_phrase_list); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_16 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_16 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_14 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_13); __Pyx_INCREF(__pyx_t_14); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_14 = PySequence_ITEM(__pyx_t_1, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_16 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_14 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_13); __Pyx_INCREF(__pyx_t_14); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_14 = PySequence_ITEM(__pyx_t_1, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_14 = __pyx_t_16(__pyx_t_1);
+ if (unlikely(!__pyx_t_14)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_14);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_14))) || (PyList_CheckExact(__pyx_t_14))) {
+ PyObject* sequence = __pyx_t_14;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_15 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_15 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_15);
+ __Pyx_INCREF(__pyx_t_3);
+ #else
+ __pyx_t_15 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ #endif
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_14); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __pyx_t_17 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_15 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_15)) goto __pyx_L92_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_15);
+ index = 1; __pyx_t_3 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_3)) goto __pyx_L92_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_17(__pyx_t_10), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_17 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L93_unpacking_done;
+ __pyx_L92_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_17 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1790; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L93_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_phrase2);
+ __pyx_v_phrase2 = __pyx_t_15;
+ __pyx_t_15 = 0;
+ __Pyx_XDECREF(__pyx_v_eindexes);
+ __pyx_v_eindexes = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1791
+ * 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
+ */
+ __pyx_t_14 = ((PyObject *)__pyx_v_self->findexes);
+ __Pyx_INCREF(__pyx_t_14);
+ if (!(likely(((__pyx_v_eindexes) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_eindexes, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1791; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->create_alignments(__pyx_v_self, __pyx_v_sent_links, __pyx_v_num_links, ((struct __pyx_obj_3_sa_IntList *)__pyx_t_14), ((struct __pyx_obj_3_sa_IntList *)__pyx_v_eindexes))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1791; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_als3));
+ __pyx_v_als3 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1792
+ * 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
+ */
+ __pyx_t_3 = PyFloat_FromDouble(__pyx_v_pair_count); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1792; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_14 = PyTuple_New(1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1792; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_INCREF(((PyObject *)__pyx_v_als3));
+ PyTuple_SET_ITEM(__pyx_t_14, 0, ((PyObject *)__pyx_v_als3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_als3));
+ __pyx_t_15 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_14), NULL); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1792; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ __pyx_t_14 = PyTuple_New(4); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1792; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr));
+ PyTuple_SET_ITEM(__pyx_t_14, 0, ((PyObject *)__pyx_v_fphr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr));
+ __Pyx_INCREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_v_phrase2);
+ __Pyx_GIVEREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_14, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_14, 3, __pyx_t_15);
+ __Pyx_GIVEREF(__pyx_t_15);
+ __pyx_t_3 = 0;
+ __pyx_t_15 = 0;
+ __pyx_t_15 = __Pyx_PyObject_Append(__pyx_v_extracts, ((PyObject *)__pyx_t_14)); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1792; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L84;
+ }
+ __pyx_L84:;
+ goto __pyx_L79;
+ }
+ __pyx_L79:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1793
+ * 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
+ */
+ __pyx_t_7 = ((__pyx_v_num_gaps < (__pyx_v_self->max_nonterminals - 1)) != 0);
+ 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); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1818; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1822
+ * 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
+ */
+ __pyx_t_8 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_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, 1, 1, 2, 1, 1, 1, 1) == 1);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1824
+ * 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,
+ */
+ __pyx_t_7 = (!(__pyx_v_self->tight_phrases != 0));
+ if (!__pyx_t_7) {
+ __pyx_t_18 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) != -1);
+ if (__pyx_t_18) {
+ __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) != -1);
+ __pyx_t_19 = __pyx_t_9;
+ } else {
+ __pyx_t_19 = __pyx_t_18;
+ }
+ __pyx_t_18 = __pyx_t_19;
+ } else {
+ __pyx_t_18 = __pyx_t_7;
+ }
+ if (__pyx_t_18) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1825
+ * 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,
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_f_low); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1829
+ * -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,
+ */
+ __pyx_t_7 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __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_e_gap_high, __pyx_v_f_gap_low, __pyx_v_f_gap_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, 0, 0, 0, 0, 0, 0, 0) != 0);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1831
+ * 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,
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1836
+ * 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()
+ */
+ __pyx_t_19 = (((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_high, __pyx_t_1, __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 + 1) + __pyx_v_num_gaps), ((__pyx_v_e_gap_high + 1) + __pyx_v_num_gaps), ((__pyx_v_f_gap_low + 1) + __pyx_v_num_gaps), ((__pyx_v_f_gap_high + 1) + __pyx_v_num_gaps), __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);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_9 = __pyx_t_19;
+ } else {
+ __pyx_t_9 = __pyx_t_7;
+ }
+ __pyx_t_7 = __pyx_t_9;
+ } else {
+ __pyx_t_7 = __pyx_t_18;
+ }
+ __pyx_t_18 = __pyx_t_7;
+ } else {
+ __pyx_t_18 = __pyx_t_8;
+ }
+ __pyx_t_8 = __pyx_t_18;
+ } else {
+ __pyx_t_8 = (__pyx_v_met_constraints != 0);
+ }
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1838
+ * 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()
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_clear(__pyx_v_fphr_arr);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1839
+ * 0, 0, 0, 0, 0, 0, 0)):
+ * fphr_arr._clear()
+ * i = 1 # <<<<<<<<<<<<<<
+ * self.findexes.reset()
+ * self.findexes.append(sym_setindex(self.category, i))
+ */
+ __pyx_v_i = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1840
+ * fphr_arr._clear()
+ * i = 1
+ * self.findexes.reset() # <<<<<<<<<<<<<<
+ * self.findexes.append(sym_setindex(self.category, i))
+ * fphr_arr._append(sym_setindex(self.category, i))
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__reset); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_15 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1841
+ * i = 1
+ * self.findexes.reset()
+ * self.findexes.append(sym_setindex(self.category, i)) # <<<<<<<<<<<<<<
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i+1
+ */
+ __pyx_t_15 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_15); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1842
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1843
+ * 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:
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1844
+ * 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]):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->findexes), __pyx_n_s__extend); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(((PyObject *)__pyx_v_self->findexes1));
+ PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_self->findexes1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_self->findexes1));
+ __pyx_t_14 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1845
+ * 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))
+ */
+ __pyx_t_2 = __pyx_v_phrase->n;
+ for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_2; __pyx_v_j++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1846
+ * 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
+ */
+ __pyx_t_8 = (__pyx_f_3_sa_sym_isvar((__pyx_v_phrase->syms[__pyx_v_j])) != 0);
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1847
+ * 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:
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1848
+ * if sym_isvar(phrase.syms[j]):
+ * fphr_arr._append(sym_setindex(self.category, i))
+ * i = i + 1 # <<<<<<<<<<<<<<
+ * else:
+ * fphr_arr._append(phrase.syms[j])
+ */
+ __pyx_v_i = (__pyx_v_i + 1);
+ goto __pyx_L106;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1850
+ * 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))
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, (__pyx_v_phrase->syms[__pyx_v_j]));
+ }
+ __pyx_L106:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1851
+ * 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)
+ */
+ ((struct __pyx_vtabstruct_3_sa_IntList *)__pyx_v_fphr_arr->__pyx_vtab)->_append(__pyx_v_fphr_arr, __pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1852
+ * 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,
+ */
+ __pyx_t_14 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_v_self->category, __pyx_v_i)); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1852; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_15 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->findexes), __pyx_t_14); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1852; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1853
+ * 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,
+ */
+ __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr_arr));
+ PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_fphr_arr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr_arr));
+ __pyx_t_14 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_v_fphr));
+ __pyx_v_fphr = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_14);
+ __pyx_t_14 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1856
+ * 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)
+ */
+ __pyx_t_14 = ((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->extract_phrases(__pyx_v_self, __pyx_v_e_x_low, __pyx_v_e_x_high, __pyx_v_e_gap_low, __pyx_v_e_gap_high, __pyx_v_e_links_low, (__pyx_v_num_gaps + 2), __pyx_v_f_x_low, __pyx_v_f_x_high, __pyx_v_f_gap_low, __pyx_v_f_gap_high, __pyx_v_f_links_low, __pyx_v_matching->sent_id, __pyx_v_e_sent_len, __pyx_v_e_sent_start); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1854; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_XDECREF(__pyx_v_phrase_list);
+ __pyx_v_phrase_list = __pyx_t_14;
+ __pyx_t_14 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1857
+ * 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:
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1857; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = ((__pyx_t_13 > 0) != 0);
+ if (__pyx_t_8) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1858
+ * 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
+ */
+ __pyx_t_13 = PyObject_Length(__pyx_v_phrase_list); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1858; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(__pyx_t_13 == 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 = 1858; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_v_pair_count = (1.0 / __pyx_t_13);
+ goto __pyx_L107;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1860
+ * 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)
+ */
+ __pyx_v_pair_count = 0.0;
+ }
+ __pyx_L107:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1861
+ * 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)))
+ */
+ if (PyList_CheckExact(__pyx_v_phrase_list) || PyTuple_CheckExact(__pyx_v_phrase_list)) {
+ __pyx_t_14 = __pyx_v_phrase_list; __Pyx_INCREF(__pyx_t_14); __pyx_t_13 = 0;
+ __pyx_t_16 = NULL;
+ } else {
+ __pyx_t_13 = -1; __pyx_t_14 = PyObject_GetIter(__pyx_v_phrase_list); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_16 = Py_TYPE(__pyx_t_14)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_16 && PyList_CheckExact(__pyx_t_14)) {
+ if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_14)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_15 = PyList_GET_ITEM(__pyx_t_14, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_15 = PySequence_ITEM(__pyx_t_14, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_16 && PyTuple_CheckExact(__pyx_t_14)) {
+ if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_14)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_15 = PyTuple_GET_ITEM(__pyx_t_14, __pyx_t_13); __Pyx_INCREF(__pyx_t_15); __pyx_t_13++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_15 = PySequence_ITEM(__pyx_t_14, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_15 = __pyx_t_16(__pyx_t_14);
+ if (unlikely(!__pyx_t_15)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_15);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_15))) || (PyList_CheckExact(__pyx_t_15))) {
+ PyObject* sequence = __pyx_t_15;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_1 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_3 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_3);
+ #else
+ __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ #endif
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_10 = PyObject_GetIter(__pyx_t_15); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __pyx_t_17 = Py_TYPE(__pyx_t_10)->tp_iternext;
+ index = 0; __pyx_t_1 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_1)) goto __pyx_L110_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_1);
+ index = 1; __pyx_t_3 = __pyx_t_17(__pyx_t_10); if (unlikely(!__pyx_t_3)) goto __pyx_L110_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_17(__pyx_t_10), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_17 = NULL;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ goto __pyx_L111_unpacking_done;
+ __pyx_L110_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_17 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1861; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L111_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_phrase2);
+ __pyx_v_phrase2 = __pyx_t_1;
+ __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_v_eindexes);
+ __pyx_v_eindexes = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1862
+ * 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:
+ */
+ __pyx_t_15 = ((PyObject *)__pyx_v_self->findexes);
+ __Pyx_INCREF(__pyx_t_15);
+ if (!(likely(((__pyx_v_eindexes) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_eindexes, __pyx_ptype_3_sa_IntList))))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1862; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = ((PyObject *)((struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->create_alignments(__pyx_v_self, __pyx_v_sent_links, __pyx_v_num_links, ((struct __pyx_obj_3_sa_IntList *)__pyx_t_15), ((struct __pyx_obj_3_sa_IntList *)__pyx_v_eindexes))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1862; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_als4));
+ __pyx_v_als4 = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1863
+ * 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"
+ */
+ __pyx_t_3 = PyFloat_FromDouble(__pyx_v_pair_count); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_15 = PyTuple_New(1); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(((PyObject *)__pyx_v_als4));
+ PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_als4));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_als4));
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_15), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __pyx_t_15 = PyTuple_New(4); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_15);
+ __Pyx_INCREF(((PyObject *)__pyx_v_fphr));
+ PyTuple_SET_ITEM(__pyx_t_15, 0, ((PyObject *)__pyx_v_fphr));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_fphr));
+ __Pyx_INCREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_15, 1, __pyx_v_phrase2);
+ __Pyx_GIVEREF(__pyx_v_phrase2);
+ PyTuple_SET_ITEM(__pyx_t_15, 2, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_15, 3, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_3 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyObject_Append(__pyx_v_extracts, ((PyObject *)__pyx_t_15)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_15)); __pyx_t_15 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ goto __pyx_L103;
+ }
+ __pyx_L103:;
+ goto __pyx_L94;
+ }
+ __pyx_L94:;
+ goto __pyx_L63;
+ }
+ __pyx_L63:;
+ goto __pyx_L51;
+ }
+ __pyx_L51:;
+ goto __pyx_L34;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1865
+ * extracts.append((fphr, phrase2, pair_count, tuple(als4)))
+ * else:
+ * reason_for_failure = "Unable to extract basic phrase" # <<<<<<<<<<<<<<
+ *
+ * free(sent_links)
+ */
+ __Pyx_INCREF(((PyObject *)__pyx_kp_s_139));
+ __Pyx_DECREF(__pyx_v_reason_for_failure);
+ __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_139);
+ }
+ __pyx_L34:;
+ goto __pyx_L33;
+ }
+ __pyx_L33:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1867
+ * reason_for_failure = "Unable to extract basic phrase"
+ *
+ * free(sent_links) # <<<<<<<<<<<<<<
+ * free(f_links_low)
+ * free(f_links_high)
+ */
+ free(__pyx_v_sent_links);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1868
+ *
+ * free(sent_links)
+ * free(f_links_low) # <<<<<<<<<<<<<<
+ * free(f_links_high)
+ * free(e_links_low)
+ */
+ free(__pyx_v_f_links_low);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1869
+ * free(sent_links)
+ * free(f_links_low)
+ * free(f_links_high) # <<<<<<<<<<<<<<
+ * free(e_links_low)
+ * free(e_links_high)
+ */
+ free(__pyx_v_f_links_high);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1870
+ * free(f_links_low)
+ * free(f_links_high)
+ * free(e_links_low) # <<<<<<<<<<<<<<
+ * free(e_links_high)
+ * free(f_gap_low)
+ */
+ free(__pyx_v_e_links_low);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1871
+ * free(f_links_high)
+ * free(e_links_low)
+ * free(e_links_high) # <<<<<<<<<<<<<<
+ * free(f_gap_low)
+ * free(f_gap_high)
+ */
+ free(__pyx_v_e_links_high);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1872
+ * free(e_links_low)
+ * free(e_links_high)
+ * free(f_gap_low) # <<<<<<<<<<<<<<
+ * free(f_gap_high)
+ * free(e_gap_low)
+ */
+ free(__pyx_v_f_gap_low);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1873
+ * free(e_links_high)
+ * free(f_gap_low)
+ * free(f_gap_high) # <<<<<<<<<<<<<<
+ * free(e_gap_low)
+ * free(e_gap_high)
+ */
+ free(__pyx_v_f_gap_high);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1874
+ * free(f_gap_low)
+ * free(f_gap_high)
+ * free(e_gap_low) # <<<<<<<<<<<<<<
+ * free(e_gap_high)
+ *
+ */
+ free(__pyx_v_e_gap_low);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1875
+ * free(f_gap_high)
+ * free(e_gap_low)
+ * free(e_gap_high) # <<<<<<<<<<<<<<
+ *
+ * return extracts
+ */
+ free(__pyx_v_e_gap_high);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1877
+ * free(e_gap_high)
+ *
+ * return extracts # <<<<<<<<<<<<<<
+ *
+ * #
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_extracts);
+ __pyx_r = __pyx_v_extracts;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_14);
+ __Pyx_XDECREF(__pyx_t_15);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.extract", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_extracts);
+ __Pyx_XDECREF(__pyx_v_phrase_list);
+ __Pyx_XDECREF((PyObject *)__pyx_v_fphr_arr);
+ __Pyx_XDECREF((PyObject *)__pyx_v_fphr);
+ __Pyx_XDECREF(__pyx_v_reason_for_failure);
+ __Pyx_XDECREF(__pyx_v_sofar);
+ __Pyx_XDECREF(__pyx_v_als);
+ __Pyx_XDECREF(__pyx_v_al);
+ __Pyx_XDECREF(__pyx_v_phrase2);
+ __Pyx_XDECREF(__pyx_v_eindexes);
+ __Pyx_XDECREF((PyObject *)__pyx_v_als1);
+ __Pyx_XDECREF((PyObject *)__pyx_v_als2);
+ __Pyx_XDECREF((PyObject *)__pyx_v_als3);
+ __Pyx_XDECREF((PyObject *)__pyx_v_als4);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_26add_instance(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_26add_instance(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_f_words = 0;
+ PyObject *__pyx_v_e_words = 0;
+ PyObject *__pyx_v_alignment = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("add_instance (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__f_words,&__pyx_n_s__e_words,&__pyx_n_s__alignment,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_words)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e_words)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("add_instance", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alignment)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("add_instance", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_instance") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_f_words = values[0];
+ __pyx_v_e_words = values[1];
+ __pyx_v_alignment = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("add_instance", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.add_instance", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_25add_instance(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_f_words, __pyx_v_e_words, __pyx_v_alignment);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_12add_instance_1extract(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_12add_instance_1extract = {__Pyx_NAMESTR("extract"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_12add_instance_1extract, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_12add_instance_1extract(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_f_i = 0;
+ PyObject *__pyx_v_f_j = 0;
+ PyObject *__pyx_v_e_i = 0;
+ PyObject *__pyx_v_e_j = 0;
+ PyObject *__pyx_v_min_bound = 0;
+ PyObject *__pyx_v_wc = 0;
+ PyObject *__pyx_v_links = 0;
+ PyObject *__pyx_v_nt = 0;
+ PyObject *__pyx_v_nt_open = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("extract (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__f_i,&__pyx_n_s__f_j,&__pyx_n_s__e_i,&__pyx_n_s__e_j,&__pyx_n_s__min_bound,&__pyx_n_s__wc,&__pyx_n_s__links,&__pyx_n_s__nt,&__pyx_n_s__nt_open,0};
+ PyObject* values[9] = {0,0,0,0,0,0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
+ case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_i)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e_i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e_j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 3); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 4:
+ if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__min_bound)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 4); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 5:
+ if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__wc)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 5); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 6:
+ if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__links)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 6); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 7:
+ if (likely((values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nt)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 7); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 8:
+ if (likely((values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nt_open)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, 8); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "extract") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 9) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
+ values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
+ }
+ __pyx_v_f_i = values[0];
+ __pyx_v_f_j = values[1];
+ __pyx_v_e_i = values[2];
+ __pyx_v_e_j = values[3];
+ __pyx_v_min_bound = values[4];
+ __pyx_v_wc = values[5];
+ __pyx_v_links = values[6];
+ __pyx_v_nt = values[7];
+ __pyx_v_nt_open = values[8];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 9, 9, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.add_instance.extract", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_self, __pyx_v_f_i, __pyx_v_f_j, __pyx_v_e_i, __pyx_v_e_j, __pyx_v_min_bound, __pyx_v_wc, __pyx_v_links, __pyx_v_nt, __pyx_v_nt_open);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1919
+ * # 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:
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *__pyx_cur_scope;
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *__pyx_outer_scope;
+ PyObject *__pyx_v_link_i = NULL;
+ PyObject *__pyx_v_link_j = NULL;
+ PyObject *__pyx_v_new_e_i = NULL;
+ PyObject *__pyx_v_new_e_j = NULL;
+ PyObject *__pyx_v_new_min_bound = NULL;
+ PyObject *__pyx_v_i = NULL;
+ int __pyx_v_nt_collision;
+ PyObject *__pyx_v_link = NULL;
+ PyObject *__pyx_v_plus_links = NULL;
+ PyObject *__pyx_v_old_last_nt = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ Py_ssize_t __pyx_t_7;
+ PyObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ int __pyx_t_11;
+ PyObject *(*__pyx_t_12)(PyObject *);
+ int __pyx_t_13;
+ PyObject *__pyx_t_14 = NULL;
+ int __pyx_t_15;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("extract", 0);
+ __pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *) __Pyx_CyFunction_GetClosure(__pyx_self);
+ __pyx_cur_scope = __pyx_outer_scope;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1921
+ * 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 (unlikely(!__pyx_cur_scope->__pyx_v_f_len)) { __Pyx_RaiseClosureNameError("f_len"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_1 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_f_len, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_f_j, __pyx_t_1, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!__pyx_t_3) {
+ __pyx_t_2 = PyNumber_Subtract(__pyx_v_f_j, __pyx_v_f_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_initial_size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_GT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = __pyx_t_5;
+ } else {
+ __pyx_t_6 = __pyx_t_3;
+ }
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1922
+ * # 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]:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1924
+ * 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:
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_al)) { __Pyx_RaiseClosureNameError("al"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1924; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_al, __pyx_v_f_j); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1924; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = ((!__pyx_t_6) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1926
+ * 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)
+ */
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_v_nt); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_3) {
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_4, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Subtract(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_2, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_5 = __pyx_t_6;
+ } else {
+ __pyx_t_5 = __pyx_t_3;
+ }
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1927
+ * # 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
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1927; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_7 = 2;
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_1, __pyx_t_7, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1927; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1927; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__Pyx_SetItemInt(__pyx_t_1, __pyx_t_7, __pyx_t_2, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1927; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1928
+ * 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
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1928; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_1, __pyx_v_e_i, __pyx_v_e_j, __pyx_v_min_bound, __pyx_v_wc, __pyx_v_links, __pyx_v_nt, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1929
+ * 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
+ */
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_7 = 2;
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_4, __pyx_t_7, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyNumber_InPlaceSubtract(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__Pyx_SetItemInt(__pyx_t_4, __pyx_t_7, __pyx_t_1, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1932
+ * # 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
+ */
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_v_nt_open); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = (!__pyx_t_5);
+ if (__pyx_t_3) {
+ __pyx_t_4 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_length); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_wc, __pyx_t_4, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1932; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_6 = __pyx_t_5;
+ } else {
+ __pyx_t_6 = __pyx_t_3;
+ }
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1933
+ * # 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
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1933; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyNumber_Add(__pyx_v_wc, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1933; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1933; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1933; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_1, __pyx_v_e_i, __pyx_v_e_j, __pyx_v_min_bound, __pyx_t_4, __pyx_v_links, __pyx_v_nt, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1933; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1934
+ * 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]
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1936
+ * 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)
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_fe_span)) { __Pyx_RaiseClosureNameError("fe_span"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1936; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_8 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span), __pyx_v_f_j); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_8, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_v_link_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1937
+ * # 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)
+ */
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1937; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span), __pyx_v_f_j); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1937; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_2, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1937; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_link_j = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1938
+ * 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
+ */
+ __Pyx_INCREF(__pyx_v_e_i);
+ __pyx_t_8 = __pyx_v_e_i;
+ __Pyx_INCREF(__pyx_v_link_i);
+ __pyx_t_2 = __pyx_v_link_i;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_8, __pyx_t_2, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1938; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1938; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_4 = __pyx_t_8;
+ } else {
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_4 = __pyx_t_2;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = __pyx_t_4;
+ __Pyx_INCREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_new_e_i = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1939
+ * 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
+ */
+ __Pyx_INCREF(__pyx_v_e_j);
+ __pyx_t_8 = __pyx_v_e_j;
+ __Pyx_INCREF(__pyx_v_link_j);
+ __pyx_t_4 = __pyx_v_link_j;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_8, __pyx_t_4, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1939; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1939; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_2 = __pyx_t_8;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_2 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = __pyx_t_2;
+ __Pyx_INCREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_new_e_j = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1942
+ * # 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:
+ */
+ __Pyx_INCREF(__pyx_v_min_bound);
+ __pyx_v_new_min_bound = __pyx_v_min_bound;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1944
+ * 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:
+ */
+ __pyx_t_8 = PyObject_RichCompare(__pyx_v_e_j, __pyx_int_neg_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1944; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1944; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1945
+ * # 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
+ */
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_v_new_e_i); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_10 = __Pyx_PyInt_AsInt(__pyx_v_new_e_j); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ for (__pyx_t_11 = __pyx_t_9; __pyx_t_11 <= __pyx_t_10; __pyx_t_11++) {
+ __pyx_t_8 = PyInt_FromLong(__pyx_t_11); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1946
+ * 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])
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_ef_span)) { __Pyx_RaiseClosureNameError("ef_span"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1946; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_8 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_i); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_8, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_i, Py_LT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1947
+ * 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
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L10;
+ }
+ __pyx_L10:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1948
+ * 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:
+ */
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_8 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_i); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_8, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_INCREF(__pyx_v_new_min_bound);
+ __pyx_t_8 = __pyx_v_new_min_bound;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_2, __pyx_t_8, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_4 = __pyx_t_2;
+ } else {
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_4 = __pyx_t_8;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = __pyx_t_4;
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_v_new_min_bound);
+ __pyx_v_new_min_bound = __pyx_t_2;
+ __pyx_t_2 = 0;
+ __pyx_t_11 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_11 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1945
+ * # 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
+ */
+ __pyx_t_2 = PyInt_FromLong(__pyx_t_11); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1945; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L7;
+ }
+ /*else*/ {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1951
+ * # Other aligned words extend span
+ * else:
+ * for i from new_e_i <= i < e_i: # <<<<<<<<<<<<<<
+ * if ef_span[i][0] < f_i:
+ * return
+ */
+ __pyx_t_11 = __Pyx_PyInt_AsInt(__pyx_v_new_e_i); if (unlikely((__pyx_t_11 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_10 = __Pyx_PyInt_AsInt(__pyx_v_e_i); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ for (__pyx_t_9 = __pyx_t_11; __pyx_t_9 < __pyx_t_10; __pyx_t_9++) {
+ __pyx_t_2 = PyInt_FromLong(__pyx_t_9); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1952
+ * 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])
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_ef_span)) { __Pyx_RaiseClosureNameError("ef_span"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1952; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1952; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1952; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1952; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_RichCompare(__pyx_t_4, __pyx_v_f_i, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1952; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1952; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1953
+ * 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:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L13;
+ }
+ __pyx_L13:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1954
+ * 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:
+ */
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_INCREF(__pyx_v_new_min_bound);
+ __pyx_t_2 = __pyx_v_new_min_bound;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_8 = __pyx_t_4;
+ } else {
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_8 = __pyx_t_2;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __pyx_t_8;
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_v_new_min_bound);
+ __pyx_v_new_min_bound = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1951
+ * # Other aligned words extend span
+ * else:
+ * for i from new_e_i <= i < e_i: # <<<<<<<<<<<<<<
+ * if ef_span[i][0] < f_i:
+ * return
+ */
+ __pyx_t_4 = PyInt_FromLong(__pyx_t_9); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1955
+ * 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
+ */
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_v_e_j); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_10 = __Pyx_PyInt_AsInt(__pyx_v_new_e_j); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ for (__pyx_t_11 = __pyx_t_9+1; __pyx_t_11 <= __pyx_t_10; __pyx_t_11++) {
+ __pyx_t_4 = PyInt_FromLong(__pyx_t_11); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1956
+ * 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])
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_ef_span)) { __Pyx_RaiseClosureNameError("ef_span"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1956; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1956; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_i); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1956; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_4, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1956; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_8, __pyx_v_f_i, Py_LT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1956; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1956; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1957
+ * 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L16;
+ }
+ __pyx_L16:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1958
+ * 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:
+ */
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_i); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_4, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_INCREF(__pyx_v_new_min_bound);
+ __pyx_t_4 = __pyx_v_new_min_bound;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_8, __pyx_t_4, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_8);
+ __pyx_t_2 = __pyx_t_8;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_2 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = __pyx_t_2;
+ __Pyx_INCREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_v_new_min_bound);
+ __pyx_v_new_min_bound = __pyx_t_8;
+ __pyx_t_8 = 0;
+ __pyx_t_11 = __Pyx_PyInt_AsInt(__pyx_v_i); if (unlikely((__pyx_t_11 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1955
+ * 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
+ */
+ __pyx_t_8 = PyInt_FromLong(__pyx_t_11); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_8;
+ __pyx_t_8 = 0;
+ }
+ __pyx_L7:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1960
+ * 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]:
+ */
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_v_nt_open); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1960; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = ((!__pyx_t_6) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1961
+ * # 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]:
+ */
+ __pyx_v_nt_collision = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1962
+ * if not nt_open:
+ * nt_collision = False
+ * for link in al[f_j]: # <<<<<<<<<<<<<<
+ * if e_nt_cover[link]:
+ * nt_collision = True
+ */
+ __pyx_t_8 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_al, __pyx_v_f_j); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ if (PyList_CheckExact(__pyx_t_8) || PyTuple_CheckExact(__pyx_t_8)) {
+ __pyx_t_2 = __pyx_t_8; __Pyx_INCREF(__pyx_t_2); __pyx_t_7 = 0;
+ __pyx_t_12 = NULL;
+ } else {
+ __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_12 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ for (;;) {
+ if (!__pyx_t_12 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_7); __Pyx_INCREF(__pyx_t_8); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_2, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_12 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_7); __Pyx_INCREF(__pyx_t_8); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_2, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_8 = __pyx_t_12(__pyx_t_2);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ __Pyx_XDECREF(__pyx_v_link);
+ __pyx_v_link = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1963
+ * 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
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_nt_cover)) { __Pyx_RaiseClosureNameError("e_nt_cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1963; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1963; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_8 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover), __pyx_v_link); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1963; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1963; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1964
+ * 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
+ */
+ __pyx_v_nt_collision = 1;
+ goto __pyx_L20;
+ }
+ __pyx_L20:;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1967
+ * # 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]:
+ */
+ __pyx_t_3 = (!(__pyx_v_nt_collision != 0));
+ if (__pyx_t_3) {
+ __pyx_t_2 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_length); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_8 = PyObject_RichCompare(__pyx_v_wc, __pyx_t_2, Py_LT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_5 = __pyx_t_6;
+ } else {
+ __pyx_t_5 = __pyx_t_3;
+ }
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1968
+ * # 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))
+ */
+ __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1968; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_v_plus_links = ((PyObject*)__pyx_t_8);
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1969
+ * 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
+ */
+ __pyx_t_8 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_al, __pyx_v_f_j); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ if (PyList_CheckExact(__pyx_t_8) || PyTuple_CheckExact(__pyx_t_8)) {
+ __pyx_t_2 = __pyx_t_8; __Pyx_INCREF(__pyx_t_2); __pyx_t_7 = 0;
+ __pyx_t_12 = NULL;
+ } else {
+ __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_12 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ for (;;) {
+ if (!__pyx_t_12 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_7); __Pyx_INCREF(__pyx_t_8); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_2, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_12 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_7); __Pyx_INCREF(__pyx_t_8); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_2, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_8 = __pyx_t_12(__pyx_t_2);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ __Pyx_XDECREF(__pyx_v_link);
+ __pyx_v_link = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1970
+ * plus_links = []
+ * for link in al[f_j]:
+ * plus_links.append((f_j, link)) # <<<<<<<<<<<<<<
+ * cover[link] += 1
+ * links.append(plus_links)
+ */
+ __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_f_j);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_f_j);
+ __Pyx_GIVEREF(__pyx_v_f_j);
+ __Pyx_INCREF(__pyx_v_link);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_link);
+ __Pyx_GIVEREF(__pyx_v_link);
+ __pyx_t_13 = __Pyx_PyList_Append(__pyx_v_plus_links, ((PyObject *)__pyx_t_8)); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1971
+ * 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:
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_cover) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __pyx_t_14 = __pyx_cur_scope->__pyx_v_cover;
+ __Pyx_INCREF(__pyx_v_link);
+ __pyx_t_8 = __pyx_v_link;
+ if (unlikely(((PyObject *)__pyx_t_14) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = PyObject_GetItem(((PyObject *)__pyx_t_14), __pyx_t_8); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(((PyObject *)__pyx_t_14) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ if (PyObject_SetItem(((PyObject *)__pyx_t_14), __pyx_t_8, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1972
+ * 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))
+ */
+ __pyx_t_2 = __Pyx_PyObject_Append(__pyx_v_links, ((PyObject *)__pyx_v_plus_links)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1972; __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":1973
+ * 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)
+ */
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_v_links); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1973; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_5) {
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_f_j, __pyx_v_new_min_bound, Py_GE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1973; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1973; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_6 = __pyx_t_3;
+ } else {
+ __pyx_t_6 = __pyx_t_5;
+ }
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1974
+ * 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()
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_rules)) { __Pyx_RaiseClosureNameError("rules"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_rules) == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "add");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__form_rule); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_f_words)) { __Pyx_RaiseClosureNameError("f_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_f_words, 0, 0, &__pyx_v_f_i, &__pyx_t_8, NULL, 0, 0, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_words)) { __Pyx_RaiseClosureNameError("e_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = PyNumber_Add(__pyx_v_new_e_j, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_4 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_e_words, 0, 0, &__pyx_v_new_e_i, &__pyx_t_8, NULL, 0, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(6); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_f_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_f_i);
+ __Pyx_GIVEREF(__pyx_v_f_i);
+ __Pyx_INCREF(__pyx_v_new_e_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_new_e_i);
+ __Pyx_GIVEREF(__pyx_v_new_e_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_8, 3, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_nt);
+ PyTuple_SET_ITEM(__pyx_t_8, 4, __pyx_v_nt);
+ __Pyx_GIVEREF(__pyx_v_nt);
+ __Pyx_INCREF(__pyx_v_links);
+ PyTuple_SET_ITEM(__pyx_t_8, 5, __pyx_v_links);
+ __Pyx_GIVEREF(__pyx_v_links);
+ __pyx_t_1 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_13 = PySet_Add(__pyx_cur_scope->__pyx_v_rules, __pyx_t_4); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1975
+ * 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]:
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = PyNumber_Add(__pyx_v_wc, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1975; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_1 = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_4, __pyx_v_new_e_i, __pyx_v_new_e_j, __pyx_v_new_min_bound, __pyx_t_8, __pyx_v_links, __pyx_v_nt, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1976
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyObject_Pop(__pyx_v_links); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1976; __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/rulefactory.pxi":1977
+ * 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
+ */
+ __pyx_t_1 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_al, __pyx_v_f_j); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
+ __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_7 = 0;
+ __pyx_t_12 = NULL;
+ } else {
+ __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_12 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ for (;;) {
+ if (!__pyx_t_12 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_7); __Pyx_INCREF(__pyx_t_1); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_12 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_7); __Pyx_INCREF(__pyx_t_1); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_12(__pyx_t_2);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_link);
+ __pyx_v_link = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1978
+ * 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:
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_cover) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __pyx_t_14 = __pyx_cur_scope->__pyx_v_cover;
+ __Pyx_INCREF(__pyx_v_link);
+ __pyx_t_1 = __pyx_v_link;
+ if (unlikely(((PyObject *)__pyx_t_14) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_8 = PyObject_GetItem(((PyObject *)__pyx_t_14), __pyx_t_1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_4 = PyNumber_InPlaceSubtract(__pyx_t_8, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (unlikely(((PyObject *)__pyx_t_14) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ if (PyObject_SetItem(((PyObject *)__pyx_t_14), __pyx_t_1, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L21;
+ }
+ __pyx_L21:;
+ goto __pyx_L17;
+ }
+ __pyx_L17:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1980
+ * 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][:]
+ */
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_v_nt); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_6) {
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_2, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Subtract(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = __pyx_t_5;
+ } else {
+ __pyx_t_3 = __pyx_t_6;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1982
+ * 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]:
+ */
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = __Pyx_PyObject_GetSlice(__pyx_t_4, 0, 0, NULL, NULL, &__pyx_k_slice_140, 0, 0, 1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_old_last_nt = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1983
+ * # 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):
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1983; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (__Pyx_SetItemInt(__pyx_t_2, 2, __pyx_v_f_j, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1983; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1984
+ * 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
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_link_i, __pyx_t_4, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1985
+ * 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
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_check); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_4, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Subtract(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = ((!__pyx_t_3) != 0);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1986
+ * 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)
+ */
+ if (__Pyx_SetItemInt(__pyx_v_nt, -1, __pyx_v_old_last_nt, sizeof(long), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1986; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1987
+ * 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L29;
+ }
+ __pyx_L29:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1988
+ * 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
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_inc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1989
+ * 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]:
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_inc); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_nt_cover)) { __Pyx_RaiseClosureNameError("e_nt_cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Subtract(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1990
+ * 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):
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1990; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (__Pyx_SetItemInt(__pyx_t_2, 3, __pyx_v_link_i, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1990; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L28;
+ }
+ __pyx_L28:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1991
+ * 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
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_link_j, __pyx_t_4, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1992
+ * 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
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_check); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_4, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = ((!__pyx_t_6) != 0);
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1993
+ * 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)
+ */
+ if (__Pyx_SetItemInt(__pyx_v_nt, -1, __pyx_v_old_last_nt, sizeof(long), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1993; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1994
+ * 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L31;
+ }
+ __pyx_L31:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1995
+ * 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
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_inc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1995; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1996
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_inc); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_nt_cover)) { __Pyx_RaiseClosureNameError("e_nt_cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1996; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1997
+ * 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))
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (__Pyx_SetItemInt(__pyx_t_2, 4, __pyx_v_link_j, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L30;
+ }
+ __pyx_L30:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1998
+ * 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)
+ */
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_v_links); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_3) {
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_f_j, __pyx_v_new_min_bound, Py_GE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1998; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_5 = __pyx_t_6;
+ } else {
+ __pyx_t_5 = __pyx_t_3;
+ }
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1999
+ * 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 (unlikely(!__pyx_cur_scope->__pyx_v_rules)) { __Pyx_RaiseClosureNameError("rules"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_rules) == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "add");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__form_rule); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_f_words)) { __Pyx_RaiseClosureNameError("f_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_f_words, 0, 0, &__pyx_v_f_i, &__pyx_t_4, NULL, 0, 0, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_words)) { __Pyx_RaiseClosureNameError("e_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = PyNumber_Add(__pyx_v_new_e_j, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_e_words, 0, 0, &__pyx_v_new_e_i, &__pyx_t_4, NULL, 0, 0, 1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(6); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_f_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_f_i);
+ __Pyx_GIVEREF(__pyx_v_f_i);
+ __Pyx_INCREF(__pyx_v_new_e_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_new_e_i);
+ __Pyx_GIVEREF(__pyx_v_new_e_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 3, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_nt);
+ PyTuple_SET_ITEM(__pyx_t_4, 4, __pyx_v_nt);
+ __Pyx_GIVEREF(__pyx_v_nt);
+ __Pyx_INCREF(__pyx_v_links);
+ PyTuple_SET_ITEM(__pyx_t_4, 5, __pyx_v_links);
+ __Pyx_GIVEREF(__pyx_v_links);
+ __pyx_t_1 = 0;
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __pyx_t_13 = PySet_Add(__pyx_cur_scope->__pyx_v_rules, __pyx_t_8); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L32;
+ }
+ __pyx_L32:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2000
+ * 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]:
+ */
+ __pyx_t_8 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_4 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2000; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_8, __pyx_v_new_e_i, __pyx_v_new_e_j, __pyx_v_new_min_bound, __pyx_v_wc, __pyx_v_links, __pyx_v_nt, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2000; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2001
+ * 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)
+ */
+ if (__Pyx_SetItemInt(__pyx_v_nt, -1, __pyx_v_old_last_nt, sizeof(long), PyInt_FromLong, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2001; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2002
+ * 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)
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2002; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2002; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_link_i, __pyx_t_4, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2002; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2002; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2003
+ * 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]:
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_dec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_4, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Subtract(__pyx_t_8, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2003; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2004
+ * 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)
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_dec); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_nt_cover)) { __Pyx_RaiseClosureNameError("e_nt_cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_8, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyNumber_Subtract(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ goto __pyx_L33;
+ }
+ __pyx_L33:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2005
+ * 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)
+ */
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2005; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_8, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2005; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_RichCompare(__pyx_v_link_j, __pyx_t_2, Py_GT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2005; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2005; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_5) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2006
+ * 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
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_dec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_2, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2007
+ * 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:
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_dec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_nt_cover)) { __Pyx_RaiseClosureNameError("e_nt_cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_4, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(__pyx_t_8, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2007; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L34;
+ }
+ __pyx_L34:;
+ goto __pyx_L27;
+ }
+ __pyx_L27:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2009
+ * 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):
+ */
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_v_nt); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = (!__pyx_t_5);
+ if (!__pyx_t_3) {
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_4, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Subtract(__pyx_v_f_j, __pyx_t_8); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_RichCompare(__pyx_t_4, __pyx_int_1, Py_GT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_6 = __pyx_t_5;
+ } else {
+ __pyx_t_6 = __pyx_t_3;
+ }
+ if (__pyx_t_6) {
+ __pyx_t_8 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_length); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_wc, __pyx_t_8, Py_LT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_3) {
+ __pyx_t_7 = PyObject_Length(__pyx_v_nt); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2009; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = (__pyx_t_7 < __pyx_cur_scope->__pyx_v_self->max_nonterminals);
+ __pyx_t_15 = __pyx_t_5;
+ } else {
+ __pyx_t_15 = __pyx_t_3;
+ }
+ __pyx_t_3 = __pyx_t_15;
+ } else {
+ __pyx_t_3 = __pyx_t_6;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2011
+ * 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)
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_check); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_cover)) { __Pyx_RaiseClosureNameError("cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2011; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_6 = ((!__pyx_t_3) != 0);
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2012
+ * # 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)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L36;
+ }
+ __pyx_L36:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2013
+ * 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])
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_inc); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2013; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2013; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2013; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2014
+ * 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
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_inc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2014; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_nt_cover)) { __Pyx_RaiseClosureNameError("e_nt_cover"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2014; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2014; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2014; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2015
+ * 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:
+ */
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_v_nt); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_6) {
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_8, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyNumber_Add(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_2 = __pyx_t_8;
+ __pyx_t_8 = 0;
+ } else {
+ __Pyx_INCREF(__pyx_int_1);
+ __pyx_t_2 = __pyx_int_1;
+ }
+ __pyx_t_8 = PyList_New(5); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyList_SET_ITEM(__pyx_t_8, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_f_j);
+ PyList_SET_ITEM(__pyx_t_8, 1, __pyx_v_f_j);
+ __Pyx_GIVEREF(__pyx_v_f_j);
+ __Pyx_INCREF(__pyx_v_f_j);
+ PyList_SET_ITEM(__pyx_t_8, 2, __pyx_v_f_j);
+ __Pyx_GIVEREF(__pyx_v_f_j);
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyList_SET_ITEM(__pyx_t_8, 3, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyList_SET_ITEM(__pyx_t_8, 4, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = __Pyx_PyObject_Append(__pyx_v_nt, ((PyObject *)__pyx_t_8)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2015; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2017
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_v_links); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_6) {
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_f_j, __pyx_v_new_min_bound, Py_GE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_15 = __pyx_t_3;
+ } else {
+ __pyx_t_15 = __pyx_t_6;
+ }
+ if (__pyx_t_15) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2018
+ * # 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()
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_rules)) { __Pyx_RaiseClosureNameError("rules"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_rules) == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "add");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__form_rule); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_f_words)) { __Pyx_RaiseClosureNameError("f_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_4 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_f_words, 0, 0, &__pyx_v_f_i, &__pyx_t_8, NULL, 0, 0, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_v_e_words)) { __Pyx_RaiseClosureNameError("e_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = PyNumber_Add(__pyx_v_new_e_j, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_e_words, 0, 0, &__pyx_v_new_e_i, &__pyx_t_8, NULL, 0, 0, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(6); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_f_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_f_i);
+ __Pyx_GIVEREF(__pyx_v_f_i);
+ __Pyx_INCREF(__pyx_v_new_e_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_new_e_i);
+ __Pyx_GIVEREF(__pyx_v_new_e_i);
+ PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_8, 3, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_nt);
+ PyTuple_SET_ITEM(__pyx_t_8, 4, __pyx_v_nt);
+ __Pyx_GIVEREF(__pyx_v_nt);
+ __Pyx_INCREF(__pyx_v_links);
+ PyTuple_SET_ITEM(__pyx_t_8, 5, __pyx_v_links);
+ __Pyx_GIVEREF(__pyx_v_links);
+ __pyx_t_4 = 0;
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_13 = PySet_Add(__pyx_cur_scope->__pyx_v_rules, __pyx_t_1); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ goto __pyx_L37;
+ }
+ __pyx_L37:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2019
+ * 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)
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2019; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyNumber_Add(__pyx_v_wc, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2019; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2019; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2019; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_1, __pyx_v_new_e_i, __pyx_v_new_e_j, __pyx_v_new_min_bound, __pyx_t_8, __pyx_v_links, __pyx_v_nt, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2019; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2020
+ * 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)
+ */
+ __pyx_t_4 = __Pyx_PyObject_Pop(__pyx_v_nt); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2021
+ * 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)
+ *
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_dec); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_8 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2022
+ * 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
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__span_dec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2022; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = PyTuple_New(3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2022; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_e_nt_cover));
+ __Pyx_INCREF(__pyx_v_link_i);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_link_i);
+ __Pyx_GIVEREF(__pyx_v_link_i);
+ __Pyx_INCREF(__pyx_v_link_j);
+ PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_v_link_j);
+ __Pyx_GIVEREF(__pyx_v_link_j);
+ __pyx_t_4 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2022; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L35;
+ }
+ __pyx_L35:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(((PyObject *)__pyx_t_14));
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.add_instance.extract", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_link_i);
+ __Pyx_XDECREF(__pyx_v_link_j);
+ __Pyx_XDECREF(__pyx_v_new_e_i);
+ __Pyx_XDECREF(__pyx_v_new_e_j);
+ __Pyx_XDECREF(__pyx_v_new_min_bound);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_link);
+ __Pyx_XDECREF(__pyx_v_plus_links);
+ __Pyx_XDECREF(__pyx_v_old_last_nt);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1885
+ * # Aggregate stats from a training instance
+ * # (Extract rules, update counts)
+ * def add_instance(self, f_words, e_words, alignment): # <<<<<<<<<<<<<<
+ *
+ * self.online = True
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *__pyx_cur_scope;
+ PyObject *__pyx_v_e_len = NULL;
+ PyObject *__pyx_v_f = NULL;
+ PyObject *__pyx_v_e = NULL;
+ CYTHON_UNUSED PyObject *__pyx_v_f_nt_cover = NULL;
+ long __pyx_v_f_i;
+ CYTHON_UNUSED PyObject *__pyx_v_lex_i = NULL;
+ CYTHON_UNUSED PyObject *__pyx_v_lex_j = NULL;
+ PyObject *__pyx_v_rule = NULL;
+ PyObject *__pyx_v_f_ph = NULL;
+ PyObject *__pyx_v_e_ph = NULL;
+ PyObject *__pyx_v_e_w = NULL;
+ PyObject *__pyx_v_f_w = NULL;
+ CYTHON_UNUSED PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *(*__pyx_t_5)(PyObject *);
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *(*__pyx_t_8)(PyObject *);
+ int __pyx_t_9;
+ long __pyx_t_10;
+ int __pyx_t_11;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ PyObject *__pyx_t_14 = NULL;
+ Py_ssize_t __pyx_t_15;
+ PyObject *(*__pyx_t_16)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("add_instance", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *)__pyx_tp_new_3_sa___pyx_scope_struct_21_add_instance(__pyx_ptype_3_sa___pyx_scope_struct_21_add_instance, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __pyx_cur_scope->__pyx_v_f_words = __pyx_v_f_words;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f_words);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f_words);
+ __pyx_cur_scope->__pyx_v_e_words = __pyx_v_e_words;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_e_words);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_e_words);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1887
+ * def add_instance(self, f_words, e_words, alignment):
+ *
+ * self.online = True # <<<<<<<<<<<<<<
+ *
+ * # Rules extracted from this instance
+ */
+ __pyx_cur_scope->__pyx_v_self->online = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1894
+ * # span more than once.
+ * # (f, e, al, lex_f_i, lex_f_j)
+ * rules = set() # <<<<<<<<<<<<<<
+ *
+ * f_len = len(f_words)
+ */
+ __pyx_t_1 = PySet_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1894; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_rules = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1896
+ * rules = set()
+ *
+ * f_len = len(f_words) # <<<<<<<<<<<<<<
+ * e_len = len(e_words)
+ *
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_f_words;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1896; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1896; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_f_len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1897
+ *
+ * f_len = len(f_words)
+ * e_len = len(e_words) # <<<<<<<<<<<<<<
+ *
+ * # Pre-compute alignment info
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_e_words;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_e_len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1900
+ *
+ * # 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)]
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f_len);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_f_len);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f_len);
+ __pyx_t_4 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ if (PyList_CheckExact(__pyx_t_4) || PyTuple_CheckExact(__pyx_t_4)) {
+ __pyx_t_3 = __pyx_t_4; __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1900; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_al = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1901
+ * # 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:
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f_len);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_f_len);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f_len);
+ __pyx_t_4 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ if (PyList_CheckExact(__pyx_t_4) || PyTuple_CheckExact(__pyx_t_4)) {
+ __pyx_t_3 = __pyx_t_4; __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Add(__pyx_v_e_len, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyList_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyList_SET_ITEM(__pyx_t_6, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_int_neg_1);
+ PyList_SET_ITEM(__pyx_t_6, 1, __pyx_int_neg_1);
+ __Pyx_GIVEREF(__pyx_int_neg_1);
+ __pyx_t_4 = 0;
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_6))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_fe_span = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1902
+ * 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)
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_e_len);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_e_len);
+ __Pyx_GIVEREF(__pyx_v_e_len);
+ __pyx_t_6 = PyObject_Call(__pyx_builtin_range, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ if (PyList_CheckExact(__pyx_t_6) || PyTuple_CheckExact(__pyx_t_6)) {
+ __pyx_t_3 = __pyx_t_6; __Pyx_INCREF(__pyx_t_3); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_2); __Pyx_INCREF(__pyx_t_6); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_3, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_6 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_6)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_6);
+ }
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_6;
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyNumber_Add(__pyx_cur_scope->__pyx_v_f_len, __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_4 = PyList_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyList_SET_ITEM(__pyx_t_4, 0, __pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_int_neg_1);
+ PyList_SET_ITEM(__pyx_t_4, 1, __pyx_int_neg_1);
+ __Pyx_GIVEREF(__pyx_int_neg_1);
+ __pyx_t_6 = 0;
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_ef_span = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1903
+ * 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)
+ */
+ if (PyList_CheckExact(__pyx_v_alignment) || PyTuple_CheckExact(__pyx_v_alignment)) {
+ __pyx_t_1 = __pyx_v_alignment; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_alignment); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_3 = __pyx_t_5(__pyx_t_1);
+ if (unlikely(!__pyx_t_3)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_3);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
+ PyObject* sequence = __pyx_t_3;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_4 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_6);
+ #else
+ __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ #endif
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_7 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext;
+ index = 0; __pyx_t_4 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_4)) goto __pyx_L11_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_4);
+ index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L11_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_6);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = NULL;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L12_unpacking_done;
+ __pyx_L11_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_8 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1903; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L12_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_f);
+ __pyx_v_f = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_v_e);
+ __pyx_v_e = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1904
+ * 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)
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_al, __pyx_v_f); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1904; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = __Pyx_PyObject_Append(__pyx_t_3, __pyx_v_e); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1904; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1905
+ * 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)
+ */
+ __Pyx_INCREF(__pyx_v_e);
+ __pyx_t_6 = __pyx_v_e;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span), __pyx_v_f); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_3, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_6, __pyx_t_4, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_9) {
+ __Pyx_INCREF(__pyx_t_6);
+ __pyx_t_3 = __pyx_t_6;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_3 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __pyx_t_3;
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span), __pyx_v_f); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_SetItemInt(__pyx_t_3, 0, __pyx_t_6, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1906
+ * 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)
+ */
+ __Pyx_INCREF(__pyx_v_e);
+ __pyx_t_6 = __pyx_v_e;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span), __pyx_v_f); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_3, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_6, __pyx_t_4, Py_GT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_9) {
+ __Pyx_INCREF(__pyx_t_6);
+ __pyx_t_3 = __pyx_t_6;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_3 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __pyx_t_3;
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_fe_span), __pyx_v_f); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_SetItemInt(__pyx_t_3, 1, __pyx_t_6, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1907
+ * 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)
+ *
+ */
+ __Pyx_INCREF(__pyx_v_f);
+ __pyx_t_6 = __pyx_v_f;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_e); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_3, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_6, __pyx_t_4, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_9) {
+ __Pyx_INCREF(__pyx_t_6);
+ __pyx_t_3 = __pyx_t_6;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_3 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __pyx_t_3;
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_e); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_SetItemInt(__pyx_t_3, 0, __pyx_t_6, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1907; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1908
+ * 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
+ */
+ __Pyx_INCREF(__pyx_v_f);
+ __pyx_t_6 = __pyx_v_f;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_e); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_3, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_6, __pyx_t_4, Py_GT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_9) {
+ __Pyx_INCREF(__pyx_t_6);
+ __pyx_t_3 = __pyx_t_6;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_3 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __pyx_t_3;
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_ef_span), __pyx_v_e); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (__Pyx_SetItemInt(__pyx_t_3, 1, __pyx_t_6, sizeof(long), PyInt_FromLong, 0, 0, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1911
+ *
+ * # Target side word coverage
+ * cover = [0] * e_len # <<<<<<<<<<<<<<
+ * # Non-terminal coverage
+ * f_nt_cover = [0] * f_len
+ */
+ __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1911; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_int_0);
+ PyList_SET_ITEM(__pyx_t_1, 0, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_1, __pyx_v_e_len); if (unlikely(!__pyx_temp)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1911; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_temp);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_temp;
+ }
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_cover = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1913
+ * cover = [0] * e_len
+ * # Non-terminal coverage
+ * f_nt_cover = [0] * f_len # <<<<<<<<<<<<<<
+ * e_nt_cover = [0] * e_len
+ *
+ */
+ __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_int_0);
+ PyList_SET_ITEM(__pyx_t_1, 0, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_1, __pyx_cur_scope->__pyx_v_f_len); if (unlikely(!__pyx_temp)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1913; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_temp);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_temp;
+ }
+ __pyx_v_f_nt_cover = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1914
+ * # 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
+ */
+ __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_int_0);
+ PyList_SET_ITEM(__pyx_t_1, 0, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ { PyObject* __pyx_temp = PyNumber_InPlaceMultiply(__pyx_t_1, __pyx_v_e_len); if (unlikely(!__pyx_temp)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_temp);
+ __Pyx_DECREF(__pyx_t_1);
+ __pyx_t_1 = __pyx_temp;
+ }
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_e_nt_cover = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1919
+ * # 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:
+ */
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_12add_instance_1extract, 0, __pyx_n_s_144, ((PyObject*)__pyx_cur_scope), __pyx_n_s___sa, ((PyObject *)__pyx_k_codeobj_142)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_extract = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2025
+ *
+ * # 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]:
+ */
+ __pyx_t_10 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_f_len); if (unlikely((__pyx_t_10 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ for (__pyx_v_f_i = 0; __pyx_v_f_i < __pyx_t_10; __pyx_v_f_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2027
+ * 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)
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_al, __pyx_v_f_i, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2027; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2027; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_11 = ((!__pyx_t_9) != 0);
+ if (__pyx_t_11) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2028
+ * # 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)
+ *
+ */
+ goto __pyx_L13_continue;
+ goto __pyx_L15;
+ }
+ __pyx_L15:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2029
+ * if not al[f_i]:
+ * continue
+ * extract(f_i, f_i, f_len + 1, -1, f_i, 0, [], [], False) # <<<<<<<<<<<<<<
+ *
+ * # Update possible phrases (samples)
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_f_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = PyInt_FromLong(__pyx_v_f_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_3 = PyNumber_Add(__pyx_cur_scope->__pyx_v_f_len, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_f_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_7 = PyList_New(0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_12 = PyList_New(0); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_13 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_14 = __pyx_pf_3_sa_23HieroCachingRuleFactory_12add_instance_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_t_1, __pyx_t_6, __pyx_t_3, __pyx_int_neg_1, __pyx_t_4, __pyx_int_0, ((PyObject *)__pyx_t_7), ((PyObject *)__pyx_t_12), __pyx_t_13); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2029; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __pyx_L13_continue:;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2034
+ * # 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
+ *
+ */
+ __pyx_t_14 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s__get_f_phrases); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_13 = PyTuple_New(1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f_words);
+ PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_cur_scope->__pyx_v_f_words);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f_words);
+ __pyx_t_12 = PyObject_Call(__pyx_t_14, ((PyObject *)__pyx_t_13), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0;
+ if (PyList_CheckExact(__pyx_t_12) || PyTuple_CheckExact(__pyx_t_12)) {
+ __pyx_t_13 = __pyx_t_12; __Pyx_INCREF(__pyx_t_13); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_13 = PyObject_GetIter(__pyx_t_12); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_5 = Py_TYPE(__pyx_t_13)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_13)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_13)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyList_GET_ITEM(__pyx_t_13, __pyx_t_2); __Pyx_INCREF(__pyx_t_12); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_13, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_13)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_13)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyTuple_GET_ITEM(__pyx_t_13, __pyx_t_2); __Pyx_INCREF(__pyx_t_12); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_13, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_12 = __pyx_t_5(__pyx_t_13);
+ if (unlikely(!__pyx_t_12)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_12);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_12))) || (PyList_CheckExact(__pyx_t_12))) {
+ PyObject* sequence = __pyx_t_12;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_14 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_4 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_14 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_7 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_4 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_14);
+ __Pyx_INCREF(__pyx_t_7);
+ __Pyx_INCREF(__pyx_t_4);
+ #else
+ __pyx_t_14 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_4 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ #endif
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_3 = PyObject_GetIter(__pyx_t_12); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ index = 0; __pyx_t_14 = __pyx_t_8(__pyx_t_3); if (unlikely(!__pyx_t_14)) goto __pyx_L18_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_14);
+ index = 1; __pyx_t_7 = __pyx_t_8(__pyx_t_3); if (unlikely(!__pyx_t_7)) goto __pyx_L18_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_7);
+ index = 2; __pyx_t_4 = __pyx_t_8(__pyx_t_3); if (unlikely(!__pyx_t_4)) goto __pyx_L18_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_4);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_3), 3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = NULL;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L19_unpacking_done;
+ __pyx_L18_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_8 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2034; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L19_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_f);
+ __pyx_v_f = __pyx_t_14;
+ __pyx_t_14 = 0;
+ __Pyx_XDECREF(__pyx_v_lex_i);
+ __pyx_v_lex_i = __pyx_t_7;
+ __pyx_t_7 = 0;
+ __Pyx_XDECREF(__pyx_v_lex_j);
+ __pyx_v_lex_j = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2035
+ * # 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
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_self->samples_f);
+ __pyx_t_12 = __pyx_cur_scope->__pyx_v_self->samples_f;
+ __Pyx_INCREF(__pyx_v_f);
+ __pyx_t_4 = __pyx_v_f;
+ __pyx_t_7 = PyObject_GetItem(__pyx_t_12, __pyx_t_4); if (!__pyx_t_7) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2035; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_14 = PyNumber_InPlaceAdd(__pyx_t_7, __pyx_int_1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2035; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (PyObject_SetItem(__pyx_t_12, __pyx_t_4, __pyx_t_14) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2035; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2038
+ *
+ * # Update phrase counts
+ * for rule in rules: # <<<<<<<<<<<<<<
+ * (f_ph, e_ph, al) = rule[:3]
+ * self.phrases_f[f_ph] += 1
+ */
+ __pyx_t_13 = PyObject_GetIter(((PyObject *)__pyx_cur_scope->__pyx_v_rules)); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_5 = Py_TYPE(__pyx_t_13)->tp_iternext;
+ for (;;) {
+ {
+ __pyx_t_12 = __pyx_t_5(__pyx_t_13);
+ if (unlikely(!__pyx_t_12)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_12);
+ }
+ __Pyx_XDECREF(__pyx_v_rule);
+ __pyx_v_rule = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2039
+ * # 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
+ */
+ __pyx_t_12 = __Pyx_PyObject_GetSlice(__pyx_v_rule, 0, 3, NULL, NULL, &__pyx_k_slice_145, 0, 1, 1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ if ((likely(PyTuple_CheckExact(__pyx_t_12))) || (PyList_CheckExact(__pyx_t_12))) {
+ PyObject* sequence = __pyx_t_12;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 3)) {
+ if (size > 3) __Pyx_RaiseTooManyValuesError(3);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_14 = PyTuple_GET_ITEM(sequence, 1);
+ __pyx_t_7 = PyTuple_GET_ITEM(sequence, 2);
+ } else {
+ __pyx_t_4 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_14 = PyList_GET_ITEM(sequence, 1);
+ __pyx_t_7 = PyList_GET_ITEM(sequence, 2);
+ }
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_14);
+ __Pyx_INCREF(__pyx_t_7);
+ #else
+ __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_14 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_7 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ #endif
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_3 = PyObject_GetIter(__pyx_t_12); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ index = 0; __pyx_t_4 = __pyx_t_8(__pyx_t_3); if (unlikely(!__pyx_t_4)) goto __pyx_L22_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_4);
+ index = 1; __pyx_t_14 = __pyx_t_8(__pyx_t_3); if (unlikely(!__pyx_t_14)) goto __pyx_L22_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_14);
+ index = 2; __pyx_t_7 = __pyx_t_8(__pyx_t_3); if (unlikely(!__pyx_t_7)) goto __pyx_L22_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_7);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_3), 3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = NULL;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ goto __pyx_L23_unpacking_done;
+ __pyx_L22_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_8 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L23_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_f_ph);
+ __pyx_v_f_ph = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XDECREF(__pyx_v_e_ph);
+ __pyx_v_e_ph = __pyx_t_14;
+ __pyx_t_14 = 0;
+ __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_al);
+ __Pyx_DECREF(__pyx_cur_scope->__pyx_v_al);
+ __Pyx_GIVEREF(__pyx_t_7);
+ __pyx_cur_scope->__pyx_v_al = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2040
+ * 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
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_self->phrases_f);
+ __pyx_t_12 = __pyx_cur_scope->__pyx_v_self->phrases_f;
+ __Pyx_INCREF(__pyx_v_f_ph);
+ __pyx_t_7 = __pyx_v_f_ph;
+ __pyx_t_14 = PyObject_GetItem(__pyx_t_12, __pyx_t_7); if (!__pyx_t_14) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2040; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_t_14, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2040; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (PyObject_SetItem(__pyx_t_12, __pyx_t_7, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2040; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2041
+ * (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]:
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_self->phrases_e);
+ __pyx_t_12 = __pyx_cur_scope->__pyx_v_self->phrases_e;
+ __Pyx_INCREF(__pyx_v_e_ph);
+ __pyx_t_7 = __pyx_v_e_ph;
+ __pyx_t_4 = PyObject_GetItem(__pyx_t_12, __pyx_t_7); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2041; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_14 = PyNumber_InPlaceAdd(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2041; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (PyObject_SetItem(__pyx_t_12, __pyx_t_7, __pyx_t_14) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2041; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2042
+ * 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
+ */
+ __pyx_t_12 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_self->phrases_fe, __pyx_v_f_ph); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2042; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_v_e_ph);
+ __pyx_t_7 = __pyx_v_e_ph;
+ __pyx_t_14 = PyObject_GetItem(__pyx_t_12, __pyx_t_7); if (!__pyx_t_14) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2042; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_t_14, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2042; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (PyObject_SetItem(__pyx_t_12, __pyx_t_7, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2042; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2043
+ * 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
+ *
+ */
+ __pyx_t_12 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_self->phrases_al, __pyx_v_f_ph); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2043; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_7 = PyObject_GetItem(__pyx_t_12, __pyx_v_e_ph); if (!__pyx_t_7) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2043; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2043; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_9 = ((!__pyx_t_11) != 0);
+ if (__pyx_t_9) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2044
+ * 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
+ */
+ __pyx_t_7 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_self->phrases_al, __pyx_v_f_ph); if (!__pyx_t_7) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2044; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ if (PyObject_SetItem(__pyx_t_7, __pyx_v_e_ph, __pyx_cur_scope->__pyx_v_al) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2044; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+ }
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2047
+ *
+ * # Update Bilexical counts
+ * for e_w in e_words: # <<<<<<<<<<<<<<
+ * self.bilex_e[e_w] += 1
+ * for f_w in f_words:
+ */
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_e_words) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_e_words)) {
+ __pyx_t_13 = __pyx_cur_scope->__pyx_v_e_words; __Pyx_INCREF(__pyx_t_13); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_13 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_e_words); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_5 = Py_TYPE(__pyx_t_13)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_13)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_13)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyList_GET_ITEM(__pyx_t_13, __pyx_t_2); __Pyx_INCREF(__pyx_t_7); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_13, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_13)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_13)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_13, __pyx_t_2); __Pyx_INCREF(__pyx_t_7); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_13, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_7 = __pyx_t_5(__pyx_t_13);
+ if (unlikely(!__pyx_t_7)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_7);
+ }
+ __Pyx_XDECREF(__pyx_v_e_w);
+ __pyx_v_e_w = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2048
+ * # 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
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_self->bilex_e);
+ __pyx_t_7 = __pyx_cur_scope->__pyx_v_self->bilex_e;
+ __Pyx_INCREF(__pyx_v_e_w);
+ __pyx_t_12 = __pyx_v_e_w;
+ __pyx_t_4 = PyObject_GetItem(__pyx_t_7, __pyx_t_12); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_14 = PyNumber_InPlaceAdd(__pyx_t_4, __pyx_int_1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (PyObject_SetItem(__pyx_t_7, __pyx_t_12, __pyx_t_14) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2049
+ * 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:
+ */
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_f_words) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_f_words)) {
+ __pyx_t_13 = __pyx_cur_scope->__pyx_v_f_words; __Pyx_INCREF(__pyx_t_13); __pyx_t_2 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_13 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_f_words); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_13);
+ __pyx_t_5 = Py_TYPE(__pyx_t_13)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_13)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_13)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyList_GET_ITEM(__pyx_t_13, __pyx_t_2); __Pyx_INCREF(__pyx_t_7); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_13, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_13)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_13)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_13, __pyx_t_2); __Pyx_INCREF(__pyx_t_7); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_13, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_7 = __pyx_t_5(__pyx_t_13);
+ if (unlikely(!__pyx_t_7)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_7);
+ }
+ __Pyx_XDECREF(__pyx_v_f_w);
+ __pyx_v_f_w = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2050
+ * 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
+ */
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_self->bilex_f);
+ __pyx_t_7 = __pyx_cur_scope->__pyx_v_self->bilex_f;
+ __Pyx_INCREF(__pyx_v_f_w);
+ __pyx_t_12 = __pyx_v_f_w;
+ __pyx_t_14 = PyObject_GetItem(__pyx_t_7, __pyx_t_12); if (!__pyx_t_14) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_t_14, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (PyObject_SetItem(__pyx_t_7, __pyx_t_12, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2051
+ * 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
+ *
+ */
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_v_e_words) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_e_words)) {
+ __pyx_t_7 = __pyx_cur_scope->__pyx_v_e_words; __Pyx_INCREF(__pyx_t_7); __pyx_t_15 = 0;
+ __pyx_t_16 = NULL;
+ } else {
+ __pyx_t_15 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_e_words); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_16 = Py_TYPE(__pyx_t_7)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_16 && PyList_CheckExact(__pyx_t_7)) {
+ if (__pyx_t_15 >= PyList_GET_SIZE(__pyx_t_7)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_15); __Pyx_INCREF(__pyx_t_12); __pyx_t_15++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_7, __pyx_t_15); __pyx_t_15++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_16 && PyTuple_CheckExact(__pyx_t_7)) {
+ if (__pyx_t_15 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_12 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_15); __Pyx_INCREF(__pyx_t_12); __pyx_t_15++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_7, __pyx_t_15); __pyx_t_15++; if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_12 = __pyx_t_16(__pyx_t_7);
+ if (unlikely(!__pyx_t_12)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_12);
+ }
+ __Pyx_XDECREF(__pyx_v_e_w);
+ __pyx_v_e_w = __pyx_t_12;
+ __pyx_t_12 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2052
+ * 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
+ */
+ __pyx_t_12 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_self->bilex_fe, __pyx_v_f_w); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_INCREF(__pyx_v_e_w);
+ __pyx_t_4 = __pyx_v_e_w;
+ __pyx_t_14 = PyObject_GetItem(__pyx_t_12, __pyx_t_4); if (!__pyx_t_14) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_3 = PyNumber_InPlaceAdd(__pyx_t_14, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ if (PyObject_SetItem(__pyx_t_12, __pyx_t_4, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_13);
+ __Pyx_XDECREF(__pyx_t_14);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.add_instance", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_e_len);
+ __Pyx_XDECREF(__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_e);
+ __Pyx_XDECREF(__pyx_v_f_nt_cover);
+ __Pyx_XDECREF(__pyx_v_lex_i);
+ __Pyx_XDECREF(__pyx_v_lex_j);
+ __Pyx_XDECREF(__pyx_v_rule);
+ __Pyx_XDECREF(__pyx_v_f_ph);
+ __Pyx_XDECREF(__pyx_v_e_ph);
+ __Pyx_XDECREF(__pyx_v_e_w);
+ __Pyx_XDECREF(__pyx_v_f_w);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_28form_rule(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_28form_rule(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_f_i = 0;
+ PyObject *__pyx_v_e_i = 0;
+ PyObject *__pyx_v_f_span = 0;
+ PyObject *__pyx_v_e_span = 0;
+ PyObject *__pyx_v_nt = 0;
+ PyObject *__pyx_v_al = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("form_rule (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__f_i,&__pyx_n_s__e_i,&__pyx_n_s__f_span,&__pyx_n_s__e_span,&__pyx_n_s__nt,&__pyx_n_s__al,0};
+ PyObject* values[6] = {0,0,0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_i)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e_i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("form_rule", 1, 6, 6, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_span)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("form_rule", 1, 6, 6, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e_span)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("form_rule", 1, 6, 6, 3); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 4:
+ if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nt)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("form_rule", 1, 6, 6, 4); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 5:
+ if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__al)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("form_rule", 1, 6, 6, 5); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "form_rule") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 6) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ }
+ __pyx_v_f_i = values[0];
+ __pyx_v_e_i = values[1];
+ __pyx_v_f_span = values[2];
+ __pyx_v_e_span = values[3];
+ __pyx_v_nt = values[4];
+ __pyx_v_al = values[5];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("form_rule", 1, 6, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_27form_rule(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_f_i, __pyx_v_e_i, __pyx_v_f_span, __pyx_v_e_span, __pyx_v_nt, __pyx_v_al);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9form_rule_lambda7(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_9form_rule_lambda7 = {__Pyx_NAMESTR("lambda7"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9form_rule_lambda7, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9form_rule_lambda7(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_x = 0;
+ PyObject *__pyx_v_y = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda7 (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__x,&__pyx_n_s__y,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__x)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__y)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("lambda7", 1, 2, 2, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "lambda7") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_x = values[0];
+ __pyx_v_y = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("lambda7", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule.lambda7", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_lambda_funcdef_lambda7(__pyx_self, __pyx_v_x, __pyx_v_y);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2058
+ *
+ * # 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
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda7", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_x, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_y, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_1 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_cmp, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule.lambda7", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9form_rule_1lambda8(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_9form_rule_1lambda8 = {__Pyx_NAMESTR("lambda8"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9form_rule_1lambda8, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_9form_rule_1lambda8(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_x = 0;
+ PyObject *__pyx_v_y = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("lambda8 (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__x,&__pyx_n_s__y,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__x)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__y)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("lambda8", 1, 2, 2, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "lambda8") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_x = values[0];
+ __pyx_v_y = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("lambda8", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule.lambda8", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_lambda_funcdef_lambda8(__pyx_self, __pyx_v_x, __pyx_v_y);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2082
+ * # 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)
+ */
+
+static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("lambda8", 0);
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_x, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_y, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_1 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_cmp, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule.lambda8", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_9form_rule_4generator15(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/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)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_23_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_23_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_23HieroCachingRuleFactory_9form_rule_4generator15, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_9form_rule_4generator15(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *(*__pyx_t_7)(PyObject *);
+ int __pyx_t_8;
+ int __pyx_t_9;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L8_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_links)) { __Pyx_RaiseClosureNameError("links"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_links) == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_1 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_links); __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ for (;;) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_3 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
+ PyObject* sequence = __pyx_t_3;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_4 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_5 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_5);
+ #else
+ __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ #endif
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_6 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext;
+ index = 0; __pyx_t_4 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_4)) goto __pyx_L6_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_4);
+ index = 1; __pyx_t_5 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_5)) goto __pyx_L6_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_5);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 2) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = NULL;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ goto __pyx_L7_unpacking_done;
+ __pyx_L6_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_7 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L7_unpacking_done:;
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_i);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_j);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_j);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_cur_scope->__pyx_v_j = __pyx_t_5;
+ __pyx_t_5 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_8 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_i); if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_cur_scope->__pyx_v_j); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_Alignment *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self->alignment->__pyx_vtab)->link(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self->alignment, __pyx_t_8, __pyx_t_9)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L8_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2055
+ *
+ * # Create a rule from source, target, non-terminals, and alignments
+ * def form_rule(self, f_i, e_i, f_span, e_span, nt, al): # <<<<<<<<<<<<<<
+ *
+ * # Substitute in non-terminals
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *__pyx_cur_scope;
+ PyObject *__pyx_v_nt_inv = NULL;
+ PyObject *__pyx_v_f_sym = NULL;
+ PyObject *__pyx_v_off = NULL;
+ PyObject *__pyx_v_next_nt = NULL;
+ PyObject *__pyx_v_nt_len = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_e_sym = NULL;
+ PyObject *__pyx_v_links_inv = NULL;
+ PyObject *__pyx_v_links_len = NULL;
+ PyObject *__pyx_v_nt_i = NULL;
+ PyObject *__pyx_v_lex_f_i = NULL;
+ PyObject *__pyx_v_lex_f_j = NULL;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_f = NULL;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_e = NULL;
+ PyObject *__pyx_v_a = NULL;
+ PyObject *__pyx_v_sub = NULL;
+ PyObject *__pyx_v_link = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ Py_ssize_t __pyx_t_4;
+ PyObject *(*__pyx_t_5)(PyObject *);
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_t_7;
+ Py_ssize_t __pyx_t_8;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ PyObject *(*__pyx_t_11)(PyObject *);
+ PyObject *__pyx_t_12 = NULL;
+ int __pyx_t_13;
+ int __pyx_t_14;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("form_rule", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *)__pyx_tp_new_3_sa___pyx_scope_struct_22_form_rule(__pyx_ptype_3_sa___pyx_scope_struct_22_form_rule, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2058
+ *
+ * # 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
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_nt);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_nt);
+ __Pyx_GIVEREF(__pyx_v_nt);
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_3 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_9form_rule_lambda7, 0, __pyx_n_s_146, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__cmp), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_builtin_sorted, ((PyObject *)__pyx_t_1), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_nt_inv = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2059
+ * # 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:
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetSlice(__pyx_v_f_span, 0, 0, NULL, NULL, &__pyx_k_slice_147, 0, 0, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2059; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2059; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyList_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2059; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_f_sym = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2060
+ * 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
+ */
+ __Pyx_INCREF(__pyx_v_f_i);
+ __pyx_v_off = __pyx_v_f_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2061
+ * f_sym = list(f_span[:])
+ * off = f_i
+ * for next_nt in nt: # <<<<<<<<<<<<<<
+ * nt_len = (next_nt[2] - next_nt[1]) + 1
+ * i = 0
+ */
+ if (PyList_CheckExact(__pyx_v_nt) || PyTuple_CheckExact(__pyx_v_nt)) {
+ __pyx_t_3 = __pyx_v_nt; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_nt); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_next_nt);
+ __pyx_v_next_nt = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2062
+ * off = f_i
+ * for next_nt in nt:
+ * nt_len = (next_nt[2] - next_nt[1]) + 1 # <<<<<<<<<<<<<<
+ * i = 0
+ * while i < nt_len:
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_next_nt, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_next_nt, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = PyNumber_Subtract(__pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Add(__pyx_t_6, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_XDECREF(__pyx_v_nt_len);
+ __pyx_v_nt_len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2063
+ * 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)
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2064
+ * nt_len = (next_nt[2] - next_nt[1]) + 1
+ * i = 0
+ * while i < nt_len: # <<<<<<<<<<<<<<
+ * f_sym.pop(next_nt[1] - off)
+ * i += 1
+ */
+ while (1) {
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_i, __pyx_v_nt_len, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2065
+ * 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]))
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_f_sym), __pyx_n_s__pop); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2065; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = __Pyx_GetItemInt(__pyx_v_next_nt, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2065; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_2 = PyNumber_Subtract(__pyx_t_6, __pyx_v_off); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2065; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2065; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2065; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2066
+ * 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)
+ */
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_i, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2067
+ * 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[:])
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_next_nt, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_6 = PyNumber_Subtract(__pyx_t_2, __pyx_v_off); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __Pyx_GetItemInt(__pyx_v_next_nt, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, __pyx_t_9)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_10 = PyList_Insert(__pyx_v_f_sym, __pyx_t_8, __pyx_t_6); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2067; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2068
+ * 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
+ */
+ __pyx_t_6 = PyNumber_Subtract(__pyx_v_nt_len, __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2068; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_off, __pyx_t_6); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2068; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2069
+ * 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:
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetSlice(__pyx_v_e_span, 0, 0, NULL, NULL, &__pyx_k_slice_148, 0, 0, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)(&PyList_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_e_sym = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2070
+ * 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
+ */
+ __Pyx_INCREF(__pyx_v_e_i);
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_v_e_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2071
+ * 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
+ */
+ if (PyList_CheckExact(__pyx_v_nt_inv) || PyTuple_CheckExact(__pyx_v_nt_inv)) {
+ __pyx_t_3 = __pyx_v_nt_inv; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_nt_inv); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
+ if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_5(__pyx_t_3);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2071; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_next_nt);
+ __pyx_v_next_nt = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2072
+ * off = e_i
+ * for next_nt in nt_inv:
+ * nt_len = (next_nt[4] - next_nt[3]) + 1 # <<<<<<<<<<<<<<
+ * i = 0
+ * while i < nt_len:
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_next_nt, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_6 = __Pyx_GetItemInt(__pyx_v_next_nt, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_6) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_2, __pyx_t_6); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_XDECREF(__pyx_v_nt_len);
+ __pyx_v_nt_len = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2073
+ * 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)
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2074
+ * nt_len = (next_nt[4] - next_nt[3]) + 1
+ * i = 0
+ * while i < nt_len: # <<<<<<<<<<<<<<
+ * e_sym.pop(next_nt[3] - off)
+ * i += 1
+ */
+ while (1) {
+ __pyx_t_6 = PyObject_RichCompare(__pyx_v_i, __pyx_v_nt_len, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2074; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2074; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2075
+ * 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]))
+ */
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_e_sym), __pyx_n_s__pop); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2075; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_next_nt, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2075; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Subtract(__pyx_t_1, __pyx_v_off); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2075; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2075; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2075; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2076
+ * 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)
+ */
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_i, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2076; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2077
+ * 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)
+ *
+ */
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_next_nt, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_2, __pyx_v_off); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_next_nt, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_t_1); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, __pyx_t_9)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_10 = PyList_Insert(__pyx_v_e_sym, __pyx_t_8, __pyx_t_1); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2077; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2078
+ * 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
+ */
+ __pyx_t_1 = PyNumber_Subtract(__pyx_v_nt_len, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_off, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2081
+ *
+ * # 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)
+ */
+ __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyList_CheckExact(__pyx_v_al) || PyTuple_CheckExact(__pyx_v_al)) {
+ __pyx_t_2 = __pyx_v_al; __Pyx_INCREF(__pyx_t_2); __pyx_t_4 = 0;
+ __pyx_t_5 = NULL;
+ } else {
+ __pyx_t_4 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_al); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_5 = Py_TYPE(__pyx_t_2)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_1); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_2)) {
+ if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_1); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_1 = __pyx_t_5(__pyx_t_2);
+ if (unlikely(!__pyx_t_1)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_1);
+ }
+ __Pyx_XDECREF(__pyx_v_sub);
+ __pyx_v_sub = __pyx_t_1;
+ __pyx_t_1 = 0;
+ if (PyList_CheckExact(__pyx_v_sub) || PyTuple_CheckExact(__pyx_v_sub)) {
+ __pyx_t_1 = __pyx_v_sub; __Pyx_INCREF(__pyx_t_1); __pyx_t_8 = 0;
+ __pyx_t_11 = NULL;
+ } else {
+ __pyx_t_8 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_sub); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_11 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_11 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_6); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_11 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_8); __Pyx_INCREF(__pyx_t_6); __pyx_t_8++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_6 = PySequence_ITEM(__pyx_t_1, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_6 = __pyx_t_11(__pyx_t_1);
+ if (unlikely(!__pyx_t_6)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_6);
+ }
+ __Pyx_XDECREF(__pyx_v_link);
+ __pyx_v_link = __pyx_t_6;
+ __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_link);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_link);
+ __Pyx_GIVEREF(__pyx_v_link);
+ __pyx_t_12 = PyObject_Call(((PyObject *)((PyObject*)(&PyList_Type))), ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_12))) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2081; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_cur_scope->__pyx_v_links = ((PyObject*)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2082
+ * # 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)
+ */
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_links));
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_links));
+ __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_links));
+ __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_9form_rule_1lambda8, 0, __pyx_n_s_146, NULL, __pyx_n_s___sa, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_t_2, ((PyObject *)__pyx_n_s__cmp), __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_builtin_sorted, ((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_2)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2082; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_links_inv = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2083
+ * 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
+ */
+ __pyx_t_1 = ((PyObject *)__pyx_cur_scope->__pyx_v_links);
+ __Pyx_INCREF(__pyx_t_1);
+ if (unlikely(__pyx_t_1 == Py_None)) {
+ PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2083; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = PyList_GET_SIZE(__pyx_t_1); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2083; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2083; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_links_len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2084
+ * 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
+ */
+ __pyx_t_4 = PyObject_Length(__pyx_v_nt); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_v_nt_len);
+ __pyx_v_nt_len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2085
+ * links_len = len(links)
+ * nt_len = len(nt)
+ * nt_i = 0 # <<<<<<<<<<<<<<
+ * off = f_i
+ * i = 0
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_v_nt_i = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2086
+ * nt_len = len(nt)
+ * nt_i = 0
+ * off = f_i # <<<<<<<<<<<<<<
+ * i = 0
+ * while i < links_len:
+ */
+ __Pyx_INCREF(__pyx_v_f_i);
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_v_f_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2087
+ * 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]:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_XDECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2088
+ * 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])
+ */
+ while (1) {
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_i, __pyx_v_links_len, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2088; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2088; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!__pyx_t_7) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2089
+ * 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
+ */
+ while (1) {
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_nt_i, __pyx_v_nt_len, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+ __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_links), __pyx_v_i); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __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_GetItem(__pyx_v_nt, __pyx_v_nt_i); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_2, __pyx_t_3, Py_GT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_13 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2089; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_14 = __pyx_t_13;
+ } else {
+ __pyx_t_14 = __pyx_t_7;
+ }
+ if (!__pyx_t_14) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2090
+ * 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
+ */
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_nt, __pyx_v_nt_i); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2090; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2090; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_nt, __pyx_v_nt_i); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2090; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2090; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2090; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_off, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2090; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2091
+ * 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
+ */
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_nt_i, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_nt_i);
+ __pyx_v_nt_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2092
+ * off += (nt[nt_i][2] - nt[nt_i][1])
+ * nt_i += 1
+ * links[i][0] -= off # <<<<<<<<<<<<<<
+ * i += 1
+ * nt_i = 0
+ */
+ __pyx_t_2 = PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_links), __pyx_v_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_2, __pyx_t_4, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyNumber_InPlaceSubtract(__pyx_t_1, __pyx_v_off); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__Pyx_SetItemInt(__pyx_t_2, __pyx_t_4, __pyx_t_3, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2093
+ * nt_i += 1
+ * links[i][0] -= off
+ * i += 1 # <<<<<<<<<<<<<<
+ * nt_i = 0
+ * off = e_i
+ */
+ __pyx_t_2 = PyNumber_InPlaceAdd(__pyx_v_i, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2093; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_2;
+ __pyx_t_2 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2094
+ * links[i][0] -= off
+ * i += 1
+ * nt_i = 0 # <<<<<<<<<<<<<<
+ * off = e_i
+ * i = 0
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_DECREF(__pyx_v_nt_i);
+ __pyx_v_nt_i = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2095
+ * i += 1
+ * nt_i = 0
+ * off = e_i # <<<<<<<<<<<<<<
+ * i = 0
+ * while i < links_len:
+ */
+ __Pyx_INCREF(__pyx_v_e_i);
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_v_e_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2096
+ * 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]:
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_int_0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2097
+ * 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])
+ */
+ while (1) {
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_i, __pyx_v_links_len, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2097; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2097; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!__pyx_t_14) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2098
+ * 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
+ */
+ while (1) {
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_nt_i, __pyx_v_nt_len, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__pyx_t_14) {
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_links_inv, __pyx_v_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_2, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_nt_inv, __pyx_v_nt_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_2, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_RichCompare(__pyx_t_3, __pyx_t_1, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2098; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_13 = __pyx_t_7;
+ } else {
+ __pyx_t_13 = __pyx_t_14;
+ }
+ if (!__pyx_t_13) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2099
+ * 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
+ */
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_nt_inv, __pyx_v_nt_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2099; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_2, 4, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2099; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_nt_inv, __pyx_v_nt_i); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2099; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_2, 3, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2099; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Subtract(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2099; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_InPlaceAdd(__pyx_v_off, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2099; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_v_off);
+ __pyx_v_off = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2100
+ * 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
+ */
+ __pyx_t_3 = PyNumber_InPlaceAdd(__pyx_v_nt_i, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_v_nt_i);
+ __pyx_v_nt_i = __pyx_t_3;
+ __pyx_t_3 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2101
+ * off += (nt_inv[nt_i][4] - nt_inv[nt_i][3])
+ * nt_i += 1
+ * links_inv[i][1] -= off # <<<<<<<<<<<<<<
+ * i += 1
+ *
+ */
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_links_inv, __pyx_v_i); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = 1;
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_3, __pyx_t_4, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyNumber_InPlaceSubtract(__pyx_t_2, __pyx_v_off); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (__Pyx_SetItemInt(__pyx_t_3, __pyx_t_4, __pyx_t_1, sizeof(Py_ssize_t), PyInt_FromSsize_t, 0, 1, 1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2102
+ * nt_i += 1
+ * links_inv[i][1] -= off
+ * i += 1 # <<<<<<<<<<<<<<
+ *
+ * # Find lexical span
+ */
+ __pyx_t_3 = PyNumber_InPlaceAdd(__pyx_v_i, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_v_i);
+ __pyx_v_i = __pyx_t_3;
+ __pyx_t_3 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2105
+ *
+ * # Find lexical span
+ * lex_f_i = f_i # <<<<<<<<<<<<<<
+ * lex_f_j = f_i + (len(f_span) - 1)
+ * if nt:
+ */
+ __Pyx_INCREF(__pyx_v_f_i);
+ __pyx_v_lex_f_i = __pyx_v_f_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2106
+ * # 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:
+ */
+ __pyx_t_4 = PyObject_Length(__pyx_v_f_span); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyInt_FromSsize_t((__pyx_t_4 - 1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyNumber_Add(__pyx_v_f_i, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2106; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_lex_f_j = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2107
+ * 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
+ */
+ __pyx_t_13 = __Pyx_PyObject_IsTrue(__pyx_v_nt); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_13) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2108
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_3, __pyx_v_lex_f_i, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_13 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_13) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2109
+ * 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
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, 0, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_lex_f_i, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_v_lex_f_i);
+ __pyx_v_lex_f_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L24;
+ }
+ __pyx_L24:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2110
+ * 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
+ *
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2110; __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_RichCompare(__pyx_t_2, __pyx_v_lex_f_j, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_13 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_13) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2111
+ * 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)
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 2, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_nt, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, 1, sizeof(long), PyInt_FromLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_Subtract(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyNumber_InPlaceSubtract(__pyx_v_lex_f_j, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_v_lex_f_j);
+ __pyx_v_lex_f_j = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L25;
+ }
+ __pyx_L25:;
+ goto __pyx_L23;
+ }
+ __pyx_L23:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2114
+ *
+ * # 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)
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_f_sym));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_f_sym));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_f_sym));
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_v_f = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2115
+ * # 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)
+ */
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)__pyx_v_e_sym));
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_e_sym));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_e_sym));
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_e = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/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)
+ *
+ */
+ __pyx_t_1 = __pyx_pf_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_a = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2117
+ * 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
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = PyTuple_New(5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_f));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_f));
+ __Pyx_INCREF(((PyObject *)__pyx_v_e));
+ PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_e));
+ __Pyx_INCREF(((PyObject *)__pyx_v_a));
+ PyTuple_SET_ITEM(__pyx_t_1, 2, ((PyObject *)__pyx_v_a));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_a));
+ __Pyx_INCREF(__pyx_v_lex_f_i);
+ PyTuple_SET_ITEM(__pyx_t_1, 3, __pyx_v_lex_f_i);
+ __Pyx_GIVEREF(__pyx_v_lex_f_i);
+ __Pyx_INCREF(__pyx_v_lex_f_j);
+ PyTuple_SET_ITEM(__pyx_t_1, 4, __pyx_v_lex_f_j);
+ __Pyx_GIVEREF(__pyx_v_lex_f_j);
+ __pyx_r = ((PyObject *)__pyx_t_1);
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.form_rule", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_nt_inv);
+ __Pyx_XDECREF(__pyx_v_f_sym);
+ __Pyx_XDECREF(__pyx_v_off);
+ __Pyx_XDECREF(__pyx_v_next_nt);
+ __Pyx_XDECREF(__pyx_v_nt_len);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_e_sym);
+ __Pyx_XDECREF(__pyx_v_links_inv);
+ __Pyx_XDECREF(__pyx_v_links_len);
+ __Pyx_XDECREF(__pyx_v_nt_i);
+ __Pyx_XDECREF(__pyx_v_lex_f_i);
+ __Pyx_XDECREF(__pyx_v_lex_f_j);
+ __Pyx_XDECREF((PyObject *)__pyx_v_f);
+ __Pyx_XDECREF((PyObject *)__pyx_v_e);
+ __Pyx_XDECREF(__pyx_v_a);
+ __Pyx_XDECREF(__pyx_v_sub);
+ __Pyx_XDECREF(__pyx_v_link);
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_30fmt_rule(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_30fmt_rule(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_f = 0;
+ PyObject *__pyx_v_e = 0;
+ PyObject *__pyx_v_a = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("fmt_rule (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__f,&__pyx_n_s__e,&__pyx_n_s__a,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("fmt_rule", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2120; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("fmt_rule", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2120; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "fmt_rule") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2120; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_f = values[0];
+ __pyx_v_e = values[1];
+ __pyx_v_a = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("fmt_rule", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2120; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.fmt_rule", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_29fmt_rule(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_f, __pyx_v_e, __pyx_v_a);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_8fmt_rule_2generator16(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2121
+ * # Rule string from rule
+ * def fmt_rule(self, f, e, a):
+ * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) # <<<<<<<<<<<<<<
+ * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_25_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_25_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_23HieroCachingRuleFactory_8fmt_rule_2generator16, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.fmt_rule.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_23HieroCachingRuleFactory_8fmt_rule_2generator16(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_a)) { __Pyx_RaiseClosureNameError("a"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_a) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_a)) {
+ __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_a; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_a); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_packed);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_packed);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_packed = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_149), __pyx_n_s__format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self->alignment), __pyx_n_s__unlink); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_packed);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_cur_scope->__pyx_v_packed);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_packed);
+ __pyx_t_7 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_t_6 = PySequence_Tuple(__pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_6));
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_r = __pyx_t_7;
+ __pyx_t_7 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2120
+ *
+ * # Rule string from rule
+ * def fmt_rule(self, f, e, a): # <<<<<<<<<<<<<<
+ * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a)
+ * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str)
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *__pyx_cur_scope;
+ PyObject *__pyx_v_a_str = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("fmt_rule", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *)__pyx_tp_new_3_sa___pyx_scope_struct_24_fmt_rule(__pyx_ptype_3_sa___pyx_scope_struct_24_fmt_rule, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __pyx_cur_scope->__pyx_v_a = __pyx_v_a;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_a);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_a);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2121
+ * # Rule string from rule
+ * def fmt_rule(self, f, e, a):
+ * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) # <<<<<<<<<<<<<<
+ * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str)
+ *
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_69), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_pf_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_a_str = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2122
+ * 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
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_150), __pyx_n_s__format); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_f);
+ __Pyx_GIVEREF(__pyx_v_f);
+ __Pyx_INCREF(__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_e);
+ __Pyx_GIVEREF(__pyx_v_e);
+ __Pyx_INCREF(__pyx_v_a_str);
+ PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_v_a_str);
+ __Pyx_GIVEREF(__pyx_v_a_str);
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.fmt_rule", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_a_str);
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_32dump_online_stats(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_32dump_online_stats(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("dump_online_stats (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_31dump_online_stats(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2125
+ *
+ * # Debugging
+ * def dump_online_stats(self): # <<<<<<<<<<<<<<
+ * logger.info('------------------------------')
+ * logger.info(' Online Stats ')
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_31dump_online_stats(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self) {
+ PyObject *__pyx_v_w = NULL;
+ PyObject *__pyx_v_w2 = NULL;
+ PyObject *__pyx_v_ph = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_t_6;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ Py_ssize_t __pyx_t_9;
+ PyObject *(*__pyx_t_10)(PyObject *);
+ PyObject *__pyx_t_11 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("dump_online_stats", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2126
+ * # Debugging
+ * def dump_online_stats(self):
+ * logger.info('------------------------------') # <<<<<<<<<<<<<<
+ * logger.info(' Online Stats ')
+ * logger.info('------------------------------')
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2126; __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_152), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2127
+ * def dump_online_stats(self):
+ * logger.info('------------------------------')
+ * logger.info(' Online Stats ') # <<<<<<<<<<<<<<
+ * logger.info('------------------------------')
+ * logger.info('f')
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2127; __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_154), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2128
+ * logger.info('------------------------------')
+ * logger.info(' Online Stats ')
+ * logger.info('------------------------------') # <<<<<<<<<<<<<<
+ * logger.info('f')
+ * for w in self.bilex_f:
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2128; __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_155), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2129
+ * 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]))
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2129; __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_156), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2130
+ * logger.info('------------------------------')
+ * logger.info('f')
+ * for w in self.bilex_f: # <<<<<<<<<<<<<<
+ * logger.info(sym_tostring(w) + ' : ' + str(self.bilex_f[w]))
+ * logger.info('e')
+ */
+ if (PyList_CheckExact(__pyx_v_self->bilex_f) || PyTuple_CheckExact(__pyx_v_self->bilex_f)) {
+ __pyx_t_1 = __pyx_v_self->bilex_f; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->bilex_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_4(__pyx_t_1);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_w);
+ __pyx_v_w = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2131
+ * 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:
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s__info); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_w); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_6)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_2));
+ __pyx_t_7 = PyNumber_Add(((PyObject *)__pyx_t_2), ((PyObject *)__pyx_kp_s_157)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_GetItem(__pyx_v_self->bilex_f, __pyx_v_w); if (!__pyx_t_2) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_8 = PyNumber_Add(__pyx_t_7, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2132
+ * 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]))
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_k_tuple_158), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2133
+ * 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')
+ */
+ if (PyList_CheckExact(__pyx_v_self->bilex_e) || PyTuple_CheckExact(__pyx_v_self->bilex_e)) {
+ __pyx_t_1 = __pyx_v_self->bilex_e; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->bilex_e); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_8); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_8); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_8 = __pyx_t_4(__pyx_t_1);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ __Pyx_XDECREF(__pyx_v_w);
+ __pyx_v_w = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2134
+ * 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:
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_w); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_6)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_8));
+ __pyx_t_5 = PyNumber_Add(((PyObject *)__pyx_t_8), ((PyObject *)__pyx_kp_s_157)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_GetItem(__pyx_v_self->bilex_e, __pyx_v_w); if (!__pyx_t_8) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_7), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __pyx_t_7 = PyNumber_Add(__pyx_t_5, __pyx_t_8); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_7);
+ __Pyx_GIVEREF(__pyx_t_7);
+ __pyx_t_7 = 0;
+ __pyx_t_7 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2135
+ * 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]:
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_7, ((PyObject *)__pyx_k_tuple_159), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2136
+ * 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]))
+ */
+ if (PyList_CheckExact(__pyx_v_self->bilex_fe) || PyTuple_CheckExact(__pyx_v_self->bilex_fe)) {
+ __pyx_t_1 = __pyx_v_self->bilex_fe; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->bilex_fe); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_7); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_7); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_7 = __pyx_t_4(__pyx_t_1);
+ if (unlikely(!__pyx_t_7)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_7);
+ }
+ __Pyx_XDECREF(__pyx_v_w);
+ __pyx_v_w = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2137
+ * 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')
+ */
+ __pyx_t_7 = PyObject_GetItem(__pyx_v_self->bilex_fe, __pyx_v_w); if (!__pyx_t_7) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ if (PyList_CheckExact(__pyx_t_7) || PyTuple_CheckExact(__pyx_t_7)) {
+ __pyx_t_8 = __pyx_t_7; __Pyx_INCREF(__pyx_t_8); __pyx_t_9 = 0;
+ __pyx_t_10 = NULL;
+ } else {
+ __pyx_t_9 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_10 = Py_TYPE(__pyx_t_8)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ for (;;) {
+ if (!__pyx_t_10 && PyList_CheckExact(__pyx_t_8)) {
+ if (__pyx_t_9 >= PyList_GET_SIZE(__pyx_t_8)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_9); __Pyx_INCREF(__pyx_t_7); __pyx_t_9++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_8, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_10 && PyTuple_CheckExact(__pyx_t_8)) {
+ if (__pyx_t_9 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_9); __Pyx_INCREF(__pyx_t_7); __pyx_t_9++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_7 = PySequence_ITEM(__pyx_t_8, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_7 = __pyx_t_10(__pyx_t_8);
+ if (unlikely(!__pyx_t_7)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_7);
+ }
+ __Pyx_XDECREF(__pyx_v_w2);
+ __pyx_v_w2 = __pyx_t_7;
+ __pyx_t_7 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2138
+ * 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:
+ */
+ __pyx_t_7 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_w); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_6)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_7));
+ __pyx_t_5 = PyNumber_Add(((PyObject *)__pyx_t_7), ((PyObject *)__pyx_kp_s_157)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __pyx_t_6 = __Pyx_PyInt_AsInt(__pyx_v_w2); if (unlikely((__pyx_t_6 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_7 = __Pyx_PyBytes_FromString(__pyx_f_3_sa_sym_tostring(__pyx_t_6)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_7));
+ __pyx_t_11 = PyNumber_Add(__pyx_t_5, ((PyObject *)__pyx_t_7)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_7)); __pyx_t_7 = 0;
+ __pyx_t_7 = PyNumber_Add(__pyx_t_11, ((PyObject *)__pyx_kp_s_157)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_GetItem(__pyx_v_self->bilex_fe, __pyx_v_w); if (!__pyx_t_11) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_5 = PyObject_GetItem(__pyx_t_11, __pyx_v_w2); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __pyx_t_11 = PyNumber_Add(__pyx_t_7, __pyx_t_5); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2138; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2139
+ * 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]))
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_k_tuple_160), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2140
+ * 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')
+ */
+ if (PyList_CheckExact(__pyx_v_self->phrases_f) || PyTuple_CheckExact(__pyx_v_self->phrases_f)) {
+ __pyx_t_1 = __pyx_v_self->phrases_f; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->phrases_f); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_8); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_8 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_8); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_8 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_8 = __pyx_t_4(__pyx_t_1);
+ if (unlikely(!__pyx_t_8)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_8);
+ }
+ __Pyx_XDECREF(__pyx_v_ph);
+ __pyx_v_ph = __pyx_t_8;
+ __pyx_t_8 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2141
+ * 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:
+ */
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s__info); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_INCREF(__pyx_v_ph);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_ph);
+ __Pyx_GIVEREF(__pyx_v_ph);
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_8 = PyNumber_Add(__pyx_t_5, ((PyObject *)__pyx_kp_s_19)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_GetItem(__pyx_v_self->phrases_f, __pyx_v_ph); if (!__pyx_t_5) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_11, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2142
+ * 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]))
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2142; __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_161), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2143
+ * 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')
+ */
+ if (PyList_CheckExact(__pyx_v_self->phrases_e) || PyTuple_CheckExact(__pyx_v_self->phrases_e)) {
+ __pyx_t_1 = __pyx_v_self->phrases_e; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->phrases_e); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_4 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_4 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_2 = __pyx_t_4(__pyx_t_1);
+ if (unlikely(!__pyx_t_2)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_2);
+ }
+ __Pyx_XDECREF(__pyx_v_ph);
+ __pyx_v_ph = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2144
+ * 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()
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s__info); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_ph);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_ph);
+ __Pyx_GIVEREF(__pyx_v_ph);
+ __pyx_t_11 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_2 = PyNumber_Add(__pyx_t_11, ((PyObject *)__pyx_kp_s_19)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_GetItem(__pyx_v_self->phrases_e, __pyx_v_ph); if (!__pyx_t_11) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_8), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(((PyObject *)__pyx_t_8)); __pyx_t_8 = 0;
+ __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_11); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_8);
+ __Pyx_GIVEREF(__pyx_t_8);
+ __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_Call(__pyx_t_5, ((PyObject *)__pyx_t_11), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_11)); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2145
+ * for ph in self.phrases_e:
+ * logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph]))
+ * logger.info('FE') # <<<<<<<<<<<<<<
+ * self.dump_online_rules()
+ *
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_k_tuple_162), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2146
+ * logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph]))
+ * logger.info('FE')
+ * self.dump_online_rules() # <<<<<<<<<<<<<<
+ *
+ * def dump_online_rules(self):
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__dump_online_rules); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.dump_online_stats", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_w);
+ __Pyx_XDECREF(__pyx_v_w2);
+ __Pyx_XDECREF(__pyx_v_ph);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_34dump_online_rules(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_34dump_online_rules(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("dump_online_rules (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_33dump_online_rules(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2148
+ * self.dump_online_rules()
+ *
+ * def dump_online_rules(self): # <<<<<<<<<<<<<<
+ * for ph in self.phrases_fe:
+ * for ph2 in self.phrases_fe[ph]:
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_33dump_online_rules(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self) {
+ PyObject *__pyx_v_ph = NULL;
+ PyObject *__pyx_v_ph2 = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ Py_ssize_t __pyx_t_6;
+ PyObject *(*__pyx_t_7)(PyObject *);
+ PyObject *__pyx_t_8 = NULL;
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("dump_online_rules", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2149
+ *
+ * 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]))
+ */
+ if (PyList_CheckExact(__pyx_v_self->phrases_fe) || PyTuple_CheckExact(__pyx_v_self->phrases_fe)) {
+ __pyx_t_1 = __pyx_v_self->phrases_fe; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->phrases_fe); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_ph);
+ __pyx_v_ph = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2150
+ * 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]))
+ *
+ */
+ __pyx_t_4 = PyObject_GetItem(__pyx_v_self->phrases_fe, __pyx_v_ph); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (PyList_CheckExact(__pyx_t_4) || PyTuple_CheckExact(__pyx_t_4)) {
+ __pyx_t_5 = __pyx_t_4; __Pyx_INCREF(__pyx_t_5); __pyx_t_6 = 0;
+ __pyx_t_7 = NULL;
+ } else {
+ __pyx_t_6 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_7 = Py_TYPE(__pyx_t_5)->tp_iternext;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ for (;;) {
+ if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_5)) {
+ if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_5, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_5)) {
+ if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_5, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_7(__pyx_t_5);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XDECREF(__pyx_v_ph2);
+ __pyx_v_ph2 = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2151
+ * 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.
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s__info); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s__fmt_rule); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_INCREF(__pyx_v_ph);
+ PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_ph);
+ __Pyx_GIVEREF(__pyx_v_ph);
+ __pyx_t_10 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_INCREF(__pyx_v_ph2);
+ PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_ph2);
+ __Pyx_GIVEREF(__pyx_v_ph2);
+ __pyx_t_11 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __pyx_t_9 = PyObject_GetItem(__pyx_v_self->phrases_al, __pyx_v_ph); if (!__pyx_t_9) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_12 = PyObject_GetItem(__pyx_t_9, __pyx_v_ph2); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __pyx_t_9 = PyTuple_New(3); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_9, 2, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_10 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_9), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_9)); __pyx_t_9 = 0;
+ __pyx_t_9 = PyNumber_Add(__pyx_t_12, ((PyObject *)__pyx_kp_s_19)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_GetItem(__pyx_v_self->phrases_fe, __pyx_v_ph); if (!__pyx_t_12) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __pyx_t_4 = PyObject_GetItem(__pyx_t_12, __pyx_v_ph2); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), ((PyObject *)__pyx_t_12), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_12)); __pyx_t_12 = 0;
+ __pyx_t_12 = PyNumber_Add(__pyx_t_9, __pyx_t_4); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_12);
+ __pyx_t_12 = 0;
+ __pyx_t_12 = PyObject_Call(__pyx_t_8, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.dump_online_rules", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_ph);
+ __Pyx_XDECREF(__pyx_v_ph2);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_36online_ctx_lookup(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_36online_ctx_lookup(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_f = 0;
+ PyObject *__pyx_v_e = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("online_ctx_lookup (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__f,&__pyx_n_s__e,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__e)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("online_ctx_lookup", 1, 2, 2, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2155; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "online_ctx_lookup") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2155; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_f = values[0];
+ __pyx_v_e = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("online_ctx_lookup", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2155; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.online_ctx_lookup", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_35online_ctx_lookup(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), __pyx_v_f, __pyx_v_e);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2155
+ * # 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)
+ */
+
+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) {
+ PyObject *__pyx_v_fcount = NULL;
+ PyObject *__pyx_v_fsample_count = NULL;
+ PyObject *__pyx_v_d = NULL;
+ PyObject *__pyx_v_paircount = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("online_ctx_lookup", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2156
+ * # 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)
+ */
+ __pyx_t_1 = (__pyx_v_self->online != 0);
+ if (__pyx_t_1) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2157
+ * 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)
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->phrases_f, __pyx_n_s__get); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_f);
+ __Pyx_GIVEREF(__pyx_v_f);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_fcount = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2158
+ * 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
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->samples_f, __pyx_n_s__get); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_f);
+ __Pyx_GIVEREF(__pyx_v_f);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_fsample_count = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2159
+ * 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)
+ */
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->phrases_fe, __pyx_n_s__get); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_f);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_f);
+ __Pyx_GIVEREF(__pyx_v_f);
+ __Pyx_INCREF(Py_None);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, Py_None);
+ __Pyx_GIVEREF(Py_None);
+ __pyx_t_4 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_v_d = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2160
+ * 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
+ */
+ __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_d); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_1) {
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_d, __pyx_n_s__get); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_e);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_e);
+ __Pyx_GIVEREF(__pyx_v_e);
+ __Pyx_INCREF(__pyx_int_0);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_0);
+ __Pyx_GIVEREF(__pyx_int_0);
+ __pyx_t_5 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_t_4 = __pyx_t_5;
+ __pyx_t_5 = 0;
+ } else {
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_4 = __pyx_int_0;
+ }
+ __pyx_v_paircount = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2161
+ * 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
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_163); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyTuple_New(6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_v_fcount);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_fcount);
+ __Pyx_GIVEREF(__pyx_v_fcount);
+ __Pyx_INCREF(__pyx_v_fsample_count);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_v_fsample_count);
+ __Pyx_GIVEREF(__pyx_v_fsample_count);
+ __Pyx_INCREF(__pyx_v_paircount);
+ PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_v_paircount);
+ __Pyx_GIVEREF(__pyx_v_paircount);
+ __Pyx_INCREF(__pyx_v_self->bilex_f);
+ PyTuple_SET_ITEM(__pyx_t_5, 3, __pyx_v_self->bilex_f);
+ __Pyx_GIVEREF(__pyx_v_self->bilex_f);
+ __Pyx_INCREF(__pyx_v_self->bilex_e);
+ PyTuple_SET_ITEM(__pyx_t_5, 4, __pyx_v_self->bilex_e);
+ __Pyx_GIVEREF(__pyx_v_self->bilex_e);
+ __Pyx_INCREF(__pyx_v_self->bilex_fe);
+ PyTuple_SET_ITEM(__pyx_t_5, 5, __pyx_v_self->bilex_fe);
+ __Pyx_GIVEREF(__pyx_v_self->bilex_fe);
+ __pyx_t_2 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2162
+ * 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
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(Py_None);
+ __pyx_r = Py_None;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.online_ctx_lookup", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_fcount);
+ __Pyx_XDECREF(__pyx_v_fsample_count);
+ __Pyx_XDECREF(__pyx_v_d);
+ __Pyx_XDECREF(__pyx_v_paircount);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_38get_f_phrases(PyObject *__pyx_v_self, PyObject *__pyx_v_f_words); /*proto*/
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_38get_f_phrases(PyObject *__pyx_v_self, PyObject *__pyx_v_f_words) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("get_f_phrases (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_37get_f_phrases(((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)__pyx_v_self), ((PyObject *)__pyx_v_f_words));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_13get_f_phrases_1extract(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_23HieroCachingRuleFactory_13get_f_phrases_1extract = {__Pyx_NAMESTR("extract"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_13get_f_phrases_1extract, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_23HieroCachingRuleFactory_13get_f_phrases_1extract(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_f_i = 0;
+ PyObject *__pyx_v_f_j = 0;
+ PyObject *__pyx_v_lex_i = 0;
+ PyObject *__pyx_v_lex_j = 0;
+ PyObject *__pyx_v_wc = 0;
+ PyObject *__pyx_v_ntc = 0;
+ PyObject *__pyx_v_syms = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("extract (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__f_i,&__pyx_n_s__f_j,&__pyx_n_s__lex_i,&__pyx_n_s__lex_j,&__pyx_n_s__wc,&__pyx_n_s__ntc,&__pyx_n_s__syms,0};
+ PyObject* values[7] = {0,0,0,0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_i)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__f_j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__lex_i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__lex_j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, 3); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 4:
+ if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__wc)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, 4); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 5:
+ if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ntc)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, 5); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 6:
+ if (likely((values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__syms)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, 6); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "extract") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 7) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
+ }
+ __pyx_v_f_i = values[0];
+ __pyx_v_f_j = values[1];
+ __pyx_v_lex_i = values[2];
+ __pyx_v_lex_j = values[3];
+ __pyx_v_wc = values[4];
+ __pyx_v_ntc = values[5];
+ __pyx_v_syms = values[6];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("extract", 1, 7, 7, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_f_phrases.extract", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(__pyx_self, __pyx_v_f_i, __pyx_v_f_j, __pyx_v_lex_i, __pyx_v_lex_j, __pyx_v_wc, __pyx_v_ntc, __pyx_v_syms);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2172
+ * 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:
+ */
+
+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) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *__pyx_cur_scope;
+ struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *__pyx_outer_scope;
+ struct __pyx_obj_3_sa_Phrase *__pyx_v_f = NULL;
+ PyObject *__pyx_v_new_lex_i = NULL;
+ PyObject *__pyx_v_new_lex_j = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ int __pyx_t_6;
+ PyObject *__pyx_t_7 = NULL;
+ int __pyx_t_8;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("extract", 0);
+ __pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *) __Pyx_CyFunction_GetClosure(__pyx_self);
+ __pyx_cur_scope = __pyx_outer_scope;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2174
+ * 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 (unlikely(!__pyx_cur_scope->__pyx_v_f_len)) { __Pyx_RaiseClosureNameError("f_len"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_1 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_f_len, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_RichCompare(__pyx_v_f_j, __pyx_t_1, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!__pyx_t_3) {
+ __pyx_t_2 = PyNumber_Subtract(__pyx_v_f_j, __pyx_v_f_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_initial_size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_GT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_5 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = __pyx_t_5;
+ } else {
+ __pyx_t_6 = __pyx_t_3;
+ }
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2175
+ * # 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:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ goto __pyx_L3;
+ }
+ __pyx_L3:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2177
+ * return
+ * # Extend with word
+ * if wc + ntc < self.max_length: # <<<<<<<<<<<<<<
+ * syms.append(f_words[f_j])
+ * f = Phrase(syms)
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_wc, __pyx_v_ntc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_length); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_6) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2178
+ * # 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)
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_f_words)) { __Pyx_RaiseClosureNameError("f_words"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_1 = PyObject_GetItem(__pyx_cur_scope->__pyx_v_f_words, __pyx_v_f_j); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_Append(__pyx_v_syms, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2179
+ * 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)
+ */
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_syms);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_syms);
+ __Pyx_GIVEREF(__pyx_v_syms);
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ __pyx_v_f = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2180
+ * 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))
+ */
+ __Pyx_INCREF(__pyx_v_f_j);
+ __pyx_t_1 = __pyx_v_f_j;
+ __Pyx_INCREF(__pyx_v_lex_i);
+ __pyx_t_2 = __pyx_v_lex_i;
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_4 = __pyx_t_1;
+ } else {
+ __Pyx_INCREF(__pyx_t_2);
+ __pyx_t_4 = __pyx_t_2;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __pyx_t_4;
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_new_lex_i = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2181
+ * 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)
+ */
+ __Pyx_INCREF(__pyx_v_f_j);
+ __pyx_t_1 = __pyx_v_f_j;
+ __Pyx_INCREF(__pyx_v_lex_j);
+ __pyx_t_4 = __pyx_v_lex_j;
+ __pyx_t_7 = PyObject_RichCompare(__pyx_t_1, __pyx_t_4, Py_GT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (__pyx_t_6) {
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_t_1;
+ } else {
+ __Pyx_INCREF(__pyx_t_4);
+ __pyx_t_2 = __pyx_t_4;
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __pyx_t_2;
+ __Pyx_INCREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_new_lex_j = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2182
+ * 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()
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_phrases)) { __Pyx_RaiseClosureNameError("phrases"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2182; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_phrases) == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "add");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_1 = PyTuple_New(3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_f));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_f));
+ __Pyx_INCREF(__pyx_v_new_lex_i);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_new_lex_i);
+ __Pyx_GIVEREF(__pyx_v_new_lex_i);
+ __Pyx_INCREF(__pyx_v_new_lex_j);
+ PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_v_new_lex_j);
+ __Pyx_GIVEREF(__pyx_v_new_lex_j);
+ __pyx_t_8 = PySet_Add(__pyx_cur_scope->__pyx_v_phrases, ((PyObject *)__pyx_t_1)); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2183
+ * 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
+ */
+ __pyx_t_1 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Add(__pyx_v_wc, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2183; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_4 = __pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_1, __pyx_v_new_lex_i, __pyx_v_new_lex_j, __pyx_t_2, __pyx_v_ntc, __pyx_v_syms); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2184
+ * 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]):
+ */
+ __pyx_t_4 = __Pyx_PyObject_Pop(__pyx_v_syms); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ goto __pyx_L4;
+ }
+ __pyx_L4:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2186
+ * 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)
+ */
+ __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_v_syms); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__pyx_t_6) {
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_syms, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_t_4); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = (__pyx_f_3_sa_sym_isvar(__pyx_t_9) != 0);
+ } else {
+ __pyx_t_3 = __pyx_t_6;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2188
+ * 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:
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = __pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_4, __pyx_v_lex_i, __pyx_v_lex_j, __pyx_v_wc, __pyx_v_ntc, __pyx_v_syms); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2190
+ * 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))
+ */
+ __pyx_t_2 = PyNumber_Add(__pyx_v_wc, __pyx_v_ntc); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_length); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyObject_RichCompare(__pyx_t_2, __pyx_t_4, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2191
+ * # 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)
+ */
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_v_syms); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = (!__pyx_t_3);
+ if (!__pyx_t_6) {
+ __pyx_t_1 = PyInt_FromLong(__pyx_cur_scope->__pyx_v_self->max_nonterminals); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_ntc, __pyx_t_1, Py_LT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_3) {
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_syms, -1, sizeof(long), PyInt_FromLong, 0, 1, 1); if (!__pyx_t_4) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_t_4); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_5 = (!(__pyx_f_3_sa_sym_isvar(__pyx_t_9) != 0));
+ __pyx_t_10 = __pyx_t_5;
+ } else {
+ __pyx_t_10 = __pyx_t_3;
+ }
+ __pyx_t_3 = __pyx_t_10;
+ } else {
+ __pyx_t_3 = __pyx_t_6;
+ }
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2192
+ * 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:
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_ntc, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_9 = __Pyx_PyInt_AsInt(__pyx_t_4); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromLong(__pyx_f_3_sa_sym_setindex(__pyx_cur_scope->__pyx_v_self->category, __pyx_t_9)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_PyObject_Append(__pyx_v_syms, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2193
+ * 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))
+ */
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_syms);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_syms);
+ __Pyx_GIVEREF(__pyx_v_syms);
+ __pyx_t_4 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Phrase)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_XDECREF(((PyObject *)__pyx_v_f));
+ __pyx_v_f = ((struct __pyx_obj_3_sa_Phrase *)__pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2194
+ * 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)
+ */
+ __pyx_t_4 = PyObject_RichCompare(__pyx_v_wc, __pyx_int_0, Py_GT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (__pyx_t_3) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2195
+ * 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()
+ */
+ if (unlikely(!__pyx_cur_scope->__pyx_v_phrases)) { __Pyx_RaiseClosureNameError("phrases"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2195; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (unlikely(((PyObject *)__pyx_cur_scope->__pyx_v_phrases) == Py_None)) {
+ PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "add");
+ {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(((PyObject *)__pyx_v_f));
+ PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_v_f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_f));
+ __Pyx_INCREF(__pyx_v_lex_i);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_lex_i);
+ __Pyx_GIVEREF(__pyx_v_lex_i);
+ __Pyx_INCREF(__pyx_v_lex_j);
+ PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_lex_j);
+ __Pyx_GIVEREF(__pyx_v_lex_j);
+ __pyx_t_8 = PySet_Add(__pyx_cur_scope->__pyx_v_phrases, ((PyObject *)__pyx_t_4)); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
+ goto __pyx_L8;
+ }
+ __pyx_L8:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2196
+ * 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()
+ *
+ */
+ __pyx_t_4 = PyNumber_Add(__pyx_v_f_j, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = PyNumber_Add(__pyx_v_ntc, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (unlikely(!__pyx_cur_scope->__pyx_v_extract)) { __Pyx_RaiseClosureNameError("extract"); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2196; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ __pyx_t_2 = __pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_v_f_i, __pyx_t_4, __pyx_v_lex_i, __pyx_v_lex_j, __pyx_v_wc, __pyx_t_1, __pyx_v_syms); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2197
+ * 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
+ */
+ __pyx_t_2 = __Pyx_PyObject_Pop(__pyx_v_syms); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ goto __pyx_L7;
+ }
+ __pyx_L7:;
+ goto __pyx_L6;
+ }
+ __pyx_L6:;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_f_phrases.extract", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_f);
+ __Pyx_XDECREF(__pyx_v_new_lex_i);
+ __Pyx_XDECREF(__pyx_v_new_lex_j);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2167
+ * # (Used for EGivenFCoherent)
+ * # Return set of (fphrase, lex_i, lex_j)
+ * def get_f_phrases(self, f_words): # <<<<<<<<<<<<<<
+ *
+ * f_len = len(f_words)
+ */
+
+static PyObject *__pyx_pf_3_sa_23HieroCachingRuleFactory_37get_f_phrases(struct __pyx_obj_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *__pyx_cur_scope;
+ long __pyx_v_f_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ long __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("get_f_phrases", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_26_get_f_phrases *)__pyx_tp_new_3_sa___pyx_scope_struct_26_get_f_phrases(__pyx_ptype_3_sa___pyx_scope_struct_26_get_f_phrases, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __pyx_cur_scope->__pyx_v_f_words = __pyx_v_f_words;
+ __Pyx_INCREF(__pyx_cur_scope->__pyx_v_f_words);
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_f_words);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2169
+ * def get_f_phrases(self, f_words):
+ *
+ * f_len = len(f_words) # <<<<<<<<<<<<<<
+ * phrases = set() # (fphrase, lex_i, lex_j)
+ *
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_f_words;
+ __Pyx_INCREF(__pyx_t_1);
+ __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_f_len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2170
+ *
+ * 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):
+ */
+ __pyx_t_1 = PySet_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_cur_scope->__pyx_v_phrases = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2172
+ * 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:
+ */
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3_sa_23HieroCachingRuleFactory_13get_f_phrases_1extract, 0, __pyx_n_s_166, ((PyObject*)__pyx_cur_scope), __pyx_n_s___sa, ((PyObject *)__pyx_k_codeobj_165)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_v_extract = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2200
+ *
+ * # 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, [])
+ *
+ */
+ __pyx_t_3 = __Pyx_PyInt_AsLong(__pyx_cur_scope->__pyx_v_f_len); if (unlikely((__pyx_t_3 == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2200; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ for (__pyx_v_f_i = 0; __pyx_v_f_i < __pyx_t_3; __pyx_v_f_i++) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2201
+ * # 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
+ */
+ __pyx_t_1 = PyInt_FromLong(__pyx_v_f_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyInt_FromLong(__pyx_v_f_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __pyx_cur_scope->__pyx_v_f_len;
+ __Pyx_INCREF(__pyx_t_5);
+ __pyx_t_6 = PyList_New(0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = __pyx_pf_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(__pyx_cur_scope->__pyx_v_extract, __pyx_t_1, __pyx_t_4, __pyx_t_5, __pyx_int_neg_1, __pyx_int_0, __pyx_int_0, ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2203
+ * extract(f_i, f_i, f_len, -1, 0, 0, [])
+ *
+ * return phrases # <<<<<<<<<<<<<<
+ *
+ * # Spans are _inclusive_ on both ends [i, j]
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_phrases));
+ __pyx_r = ((PyObject *)__pyx_cur_scope->__pyx_v_phrases);
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_AddTraceback("_sa.HieroCachingRuleFactory.get_f_phrases", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_17span_check(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_17span_check = {__Pyx_NAMESTR("span_check"), (PyCFunction)__pyx_pw_3_sa_17span_check, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_17span_check(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_vec = 0;
+ PyObject *__pyx_v_i = 0;
+ PyObject *__pyx_v_j = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("span_check (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__vec,&__pyx_n_s__i,&__pyx_n_s__j,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__vec)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("span_check", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("span_check", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "span_check") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_vec = values[0];
+ __pyx_v_i = values[1];
+ __pyx_v_j = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("span_check", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.span_check", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_16span_check(__pyx_self, __pyx_v_vec, __pyx_v_i, __pyx_v_j);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2206
+ *
+ * # Spans are _inclusive_ on both ends [i, j]
+ * def span_check(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+
+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) {
+ PyObject *__pyx_v_k = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("span_check", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2207
+ * # Spans are _inclusive_ on both ends [i, j]
+ * def span_check(vec, i, j):
+ * k = i # <<<<<<<<<<<<<<
+ * while k <= j:
+ * if vec[k]:
+ */
+ __Pyx_INCREF(__pyx_v_i);
+ __pyx_v_k = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2208
+ * def span_check(vec, i, j):
+ * k = i
+ * while k <= j: # <<<<<<<<<<<<<<
+ * if vec[k]:
+ * return False
+ */
+ while (1) {
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_k, __pyx_v_j, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2209
+ * k = i
+ * while k <= j:
+ * if vec[k]: # <<<<<<<<<<<<<<
+ * return False
+ * k += 1
+ */
+ __pyx_t_1 = PyObject_GetItem(__pyx_v_vec, __pyx_v_k); if (!__pyx_t_1) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2210
+ * while k <= j:
+ * if vec[k]:
+ * return False # <<<<<<<<<<<<<<
+ * k += 1
+ * return True
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+ goto __pyx_L5;
+ }
+ __pyx_L5:;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2211
+ * if vec[k]:
+ * return False
+ * k += 1 # <<<<<<<<<<<<<<
+ * return True
+ *
+ */
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_k, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_k);
+ __pyx_v_k = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2212
+ * return False
+ * k += 1
+ * return True # <<<<<<<<<<<<<<
+ *
+ * def span_inc(vec, i, j):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyBool_FromLong(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_r = __pyx_t_1;
+ __pyx_t_1 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_AddTraceback("_sa.span_check", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_k);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_19span_inc(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_19span_inc = {__Pyx_NAMESTR("span_inc"), (PyCFunction)__pyx_pw_3_sa_19span_inc, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_19span_inc(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_vec = 0;
+ PyObject *__pyx_v_i = 0;
+ PyObject *__pyx_v_j = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("span_inc (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__vec,&__pyx_n_s__i,&__pyx_n_s__j,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__vec)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("span_inc", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("span_inc", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "span_inc") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_vec = values[0];
+ __pyx_v_i = values[1];
+ __pyx_v_j = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("span_inc", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.span_inc", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_18span_inc(__pyx_self, __pyx_v_vec, __pyx_v_i, __pyx_v_j);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2214
+ * return True
+ *
+ * def span_inc(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+
+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) {
+ PyObject *__pyx_v_k = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("span_inc", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2215
+ *
+ * def span_inc(vec, i, j):
+ * k = i # <<<<<<<<<<<<<<
+ * while k <= j:
+ * vec[k] += 1
+ */
+ __Pyx_INCREF(__pyx_v_i);
+ __pyx_v_k = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2216
+ * def span_inc(vec, i, j):
+ * k = i
+ * while k <= j: # <<<<<<<<<<<<<<
+ * vec[k] += 1
+ * k += 1
+ */
+ while (1) {
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_k, __pyx_v_j, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2217
+ * k = i
+ * while k <= j:
+ * vec[k] += 1 # <<<<<<<<<<<<<<
+ * k += 1
+ *
+ */
+ __Pyx_INCREF(__pyx_v_k);
+ __pyx_t_1 = __pyx_v_k;
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_vec, __pyx_t_1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_t_3, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (PyObject_SetItem(__pyx_v_vec, __pyx_t_1, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2218
+ * while k <= j:
+ * vec[k] += 1
+ * k += 1 # <<<<<<<<<<<<<<
+ *
+ * def span_dec(vec, i, j):
+ */
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_k, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2218; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_k);
+ __pyx_v_k = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.span_inc", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_k);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_21span_dec(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_3_sa_21span_dec = {__Pyx_NAMESTR("span_dec"), (PyCFunction)__pyx_pw_3_sa_21span_dec, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
+static PyObject *__pyx_pw_3_sa_21span_dec(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_vec = 0;
+ PyObject *__pyx_v_i = 0;
+ PyObject *__pyx_v_j = 0;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("span_dec (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__vec,&__pyx_n_s__i,&__pyx_n_s__j,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__vec)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__i)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("span_dec", 1, 3, 3, 1); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__j)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("span_dec", 1, 3, 3, 2); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "span_dec") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_vec = values[0];
+ __pyx_v_i = values[1];
+ __pyx_v_j = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("span_dec", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.span_dec", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_20span_dec(__pyx_self, __pyx_v_vec, __pyx_v_i, __pyx_v_j);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2220
+ * k += 1
+ *
+ * def span_dec(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+
+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) {
+ PyObject *__pyx_v_k = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("span_dec", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2221
+ *
+ * def span_dec(vec, i, j):
+ * k = i # <<<<<<<<<<<<<<
+ * while k <= j:
+ * vec[k] -= 1
+ */
+ __Pyx_INCREF(__pyx_v_i);
+ __pyx_v_k = __pyx_v_i;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2222
+ * def span_dec(vec, i, j):
+ * k = i
+ * while k <= j: # <<<<<<<<<<<<<<
+ * vec[k] -= 1
+ * k += 1
+ */
+ while (1) {
+ __pyx_t_1 = PyObject_RichCompare(__pyx_v_k, __pyx_v_j, Py_LE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (!__pyx_t_2) break;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2223
+ * k = i
+ * while k <= j:
+ * vec[k] -= 1 # <<<<<<<<<<<<<<
+ * k += 1
+ */
+ __Pyx_INCREF(__pyx_v_k);
+ __pyx_t_1 = __pyx_v_k;
+ __pyx_t_3 = PyObject_GetItem(__pyx_v_vec, __pyx_t_1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = PyNumber_InPlaceSubtract(__pyx_t_3, __pyx_int_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (PyObject_SetItem(__pyx_v_vec, __pyx_t_1, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2224
+ * while k <= j:
+ * vec[k] -= 1
+ * k += 1 # <<<<<<<<<<<<<<
+ */
+ __pyx_t_1 = PyNumber_InPlaceAdd(__pyx_v_k, __pyx_int_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_v_k);
+ __pyx_v_k = __pyx_t_1;
+ __pyx_t_1 = 0;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.span_dec", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_k);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_13FeatureVector_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_13FeatureVector_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ if (unlikely(PyTuple_GET_SIZE(__pyx_args) > 0)) {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 0, 0, PyTuple_GET_SIZE(__pyx_args)); return -1;}
+ if (unlikely(__pyx_kwds) && unlikely(PyDict_Size(__pyx_kwds) > 0) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__cinit__", 0))) return -1;
+ __pyx_r = __pyx_pf_3_sa_13FeatureVector___cinit__(((struct __pyx_obj_3_sa_FeatureVector *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":7
+ *
+ * cdef class FeatureVector:
+ * def __cinit__(self): # <<<<<<<<<<<<<<
+ * self.names = IntList(INITIAL_CAPACITY, INCREMENT)
+ * self.values = FloatList(INITIAL_CAPACITY, INCREMENT)
+ */
+
+static int __pyx_pf_3_sa_13FeatureVector___cinit__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":8
+ * cdef class FeatureVector:
+ * def __cinit__(self):
+ * self.names = IntList(INITIAL_CAPACITY, INCREMENT) # <<<<<<<<<<<<<<
+ * self.values = FloatList(INITIAL_CAPACITY, INCREMENT)
+ *
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__INITIAL_CAPACITY); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__INCREMENT); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_1 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_IntList)), ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->names);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->names));
+ __pyx_v_self->names = ((struct __pyx_obj_3_sa_IntList *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":9
+ * def __cinit__(self):
+ * self.names = IntList(INITIAL_CAPACITY, INCREMENT)
+ * self.values = FloatList(INITIAL_CAPACITY, INCREMENT) # <<<<<<<<<<<<<<
+ *
+ * def set(self, unsigned name, float value):
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__INITIAL_CAPACITY); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__INCREMENT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_2 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FloatList)), ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_3);
+ __Pyx_GOTREF(__pyx_v_self->values);
+ __Pyx_DECREF(((PyObject *)__pyx_v_self->values));
+ __pyx_v_self->values = ((struct __pyx_obj_3_sa_FloatList *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.FeatureVector.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_13FeatureVector_3set(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyObject *__pyx_pw_3_sa_13FeatureVector_3set(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ unsigned int __pyx_v_name;
+ float __pyx_v_value;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("set (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__name,&__pyx_n_s__value,0};
+ PyObject* values[2] = {0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ kw_args = PyDict_Size(__pyx_kwds);
+ switch (pos_args) {
+ case 0:
+ if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__name)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__value)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("set", 1, 2, 2, 1); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "set") < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ }
+ __pyx_v_name = __Pyx_PyInt_AsUnsignedInt(values[0]); if (unlikely((__pyx_v_name == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_v_value = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_value == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("set", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("_sa.FeatureVector.set", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_3_sa_13FeatureVector_2set(((struct __pyx_obj_3_sa_FeatureVector *)__pyx_v_self), __pyx_v_name, __pyx_v_value);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":11
+ * self.values = FloatList(INITIAL_CAPACITY, INCREMENT)
+ *
+ * def set(self, unsigned name, float value): # <<<<<<<<<<<<<<
+ * self.names.append(name)
+ * self.values.append(value)
+ */
+
+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) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("set", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":12
+ *
+ * def set(self, unsigned name, float value):
+ * self.names.append(name) # <<<<<<<<<<<<<<
+ * self.values.append(value)
+ *
+ */
+ __pyx_t_1 = PyLong_FromUnsignedLong(__pyx_v_name); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->names), __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":13
+ * def set(self, unsigned name, float value):
+ * self.names.append(name)
+ * self.values.append(value) # <<<<<<<<<<<<<<
+ *
+ * def __iter__(self):
+ */
+ __pyx_t_2 = PyFloat_FromDouble(__pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_1 = __Pyx_PyObject_Append(((PyObject *)__pyx_v_self->values), __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_AddTraceback("_sa.FeatureVector.set", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_13FeatureVector_6generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_13FeatureVector_5__iter__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_13FeatureVector_5__iter__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_13FeatureVector_4__iter__(((struct __pyx_obj_3_sa_FeatureVector *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":15
+ * self.values.append(value)
+ *
+ * def __iter__(self): # <<<<<<<<<<<<<<
+ * cdef unsigned i
+ * for i in range(self.names.len):
+ */
+
+static PyObject *__pyx_pf_3_sa_13FeatureVector_4__iter__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__iter__", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)__pyx_tp_new_3_sa___pyx_scope_struct_27___iter__(__pyx_ptype_3_sa___pyx_scope_struct_27___iter__, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_13FeatureVector_6generator5, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.FeatureVector.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_13FeatureVector_6generator5(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ int __pyx_t_1;
+ unsigned int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":17
+ * def __iter__(self):
+ * cdef unsigned i
+ * for i in range(self.names.len): # <<<<<<<<<<<<<<
+ * yield (FD.word(self.names[i]), self.values[i])
+ *
+ */
+ __pyx_t_1 = __pyx_cur_scope->__pyx_v_self->names->len;
+ for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
+ __pyx_cur_scope->__pyx_v_i = __pyx_t_2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":18
+ * cdef unsigned i
+ * for i in range(self.names.len):
+ * yield (FD.word(self.names[i]), self.values[i]) # <<<<<<<<<<<<<<
+ *
+ * def __str__(self):
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self->names), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong, 0, 0, 1); if (!__pyx_t_3) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyInt_AsInt(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_PyBytes_FromString(((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_3_sa_FD->__pyx_vtab)->word(__pyx_v_3_sa_FD, __pyx_t_4)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_cur_scope->__pyx_v_self->values), __pyx_cur_scope->__pyx_v_i, sizeof(unsigned int)+1, PyLong_FromUnsignedLong, 0, 0, 1); if (!__pyx_t_5) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_3 = 0;
+ __pyx_t_5 = 0;
+ __pyx_r = ((PyObject *)__pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* Python wrapper */
+static PyObject *__pyx_pw_3_sa_13FeatureVector_8__str__(PyObject *__pyx_v_self); /*proto*/
+static PyObject *__pyx_pw_3_sa_13FeatureVector_8__str__(PyObject *__pyx_v_self) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_3_sa_13FeatureVector_7__str__(((struct __pyx_obj_3_sa_FeatureVector *)__pyx_v_self));
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static PyObject *__pyx_gb_3_sa_13FeatureVector_7__str___2generator17(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */
+
+/* "/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:
+ */
+
+static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str___genexpr(PyObject *__pyx_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("genexpr", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *)__pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr(__pyx_ptype_3_sa___pyx_scope_struct_29_genexpr, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *) __pyx_self;
+ __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
+ __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
+ {
+ __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_3_sa_13FeatureVector_7__str___2generator17, (PyObject *) __pyx_cur_scope); if (unlikely(!gen)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_cur_scope);
+ __Pyx_RefNannyFinishContext();
+ return (PyObject *) gen;
+ }
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_AddTraceback("_sa.FeatureVector.__str__.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_gb_3_sa_13FeatureVector_7__str___2generator17(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
+{
+ struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *__pyx_cur_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *)__pyx_generator->closure);
+ PyObject *__pyx_r = NULL;
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("None", 0);
+ switch (__pyx_generator->resume_label) {
+ case 0: goto __pyx_L3_first_run;
+ case 1: goto __pyx_L6_resume_from_yield;
+ default: /* CPython raises the right error here */
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __pyx_L3_first_run:;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
+ if (PyList_CheckExact(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) || PyTuple_CheckExact(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self))) {
+ __pyx_t_1 = ((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self); __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_feat);
+ __Pyx_XDECREF(__pyx_cur_scope->__pyx_v_feat);
+ __Pyx_GIVEREF(__pyx_t_4);
+ __pyx_cur_scope->__pyx_v_feat = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_167), __pyx_cur_scope->__pyx_v_feat); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_4));
+ __pyx_r = ((PyObject *)__pyx_t_4);
+ __pyx_t_4 = 0;
+ __Pyx_XGIVEREF(__pyx_t_1);
+ __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
+ __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
+ __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ /* return from generator, yielding value */
+ __pyx_generator->resume_label = 1;
+ return __pyx_r;
+ __pyx_L6_resume_from_yield:;
+ __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
+ __pyx_cur_scope->__pyx_t_0 = 0;
+ __Pyx_XGOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
+ __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
+ if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ PyErr_SetNone(PyExc_StopIteration);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_generator->resume_label = -1;
+ __Pyx_Generator_clear((PyObject*)__pyx_generator);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":20
+ * yield (FD.word(self.names[i]), self.values[i])
+ *
+ * def __str__(self): # <<<<<<<<<<<<<<
+ * return ' '.join('%s=%s' % feat for feat in self)
+ *
+ */
+
+static PyObject *__pyx_pf_3_sa_13FeatureVector_7__str__(struct __pyx_obj_3_sa_FeatureVector *__pyx_v_self) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *__pyx_cur_scope;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__str__", 0);
+ __pyx_cur_scope = (struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *)__pyx_tp_new_3_sa___pyx_scope_struct_28___str__(__pyx_ptype_3_sa___pyx_scope_struct_28___str__, __pyx_empty_tuple, NULL);
+ if (unlikely(!__pyx_cur_scope)) {
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ }
+ __Pyx_GOTREF(__pyx_cur_scope);
+ __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
+ __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+ __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
+
+ /* "/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:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_kp_s_69), __pyx_n_s__join); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __pyx_pf_3_sa_13FeatureVector_7__str___genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("_sa.FeatureVector.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* Python wrapper */
+static int __pyx_pw_3_sa_6Scorer_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_3_sa_6Scorer_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_models = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
+ if (unlikely(__pyx_kwds) && unlikely(PyDict_Size(__pyx_kwds) > 0) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "__init__", 0))) return -1;
+ __Pyx_INCREF(__pyx_args);
+ __pyx_v_models = __pyx_args;
+ __pyx_r = __pyx_pf_3_sa_6Scorer___init__(((struct __pyx_obj_3_sa_Scorer *)__pyx_v_self), __pyx_v_models);
+ __Pyx_XDECREF(__pyx_v_models);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":25
+ * cdef class Scorer:
+ * cdef models
+ * def __init__(self, *models): # <<<<<<<<<<<<<<
+ * names = [FD.index(<char *>model.__name__) for model in models]
+ * self.models = zip(names, models)
+ */
+
+static int __pyx_pf_3_sa_6Scorer___init__(struct __pyx_obj_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_models) {
+ PyObject *__pyx_v_names = NULL;
+ PyObject *__pyx_v_model = NULL;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ char *__pyx_t_5;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("__init__", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":26
+ * cdef models
+ * def __init__(self, *models):
+ * names = [FD.index(<char *>model.__name__) for model in models] # <<<<<<<<<<<<<<
+ * self.models = zip(names, models)
+ *
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = ((PyObject *)__pyx_v_models); __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
+ for (;;) {
+ if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_4); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ __Pyx_XDECREF(__pyx_v_model);
+ __pyx_v_model = __pyx_t_4;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s____name__); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_PyObject_AsString(__pyx_t_4); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyInt_FromLong(((struct __pyx_vtabstruct_3_sa_StringMap *)__pyx_v_3_sa_FD->__pyx_vtab)->index(__pyx_v_3_sa_FD, ((char *)__pyx_t_5))); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_names = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":27
+ * def __init__(self, *models):
+ * names = [FD.index(<char *>model.__name__) for model in models]
+ * self.models = zip(names, models) # <<<<<<<<<<<<<<
+ *
+ * cdef FeatureVector score(self, ctx):
+ */
+ __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_v_names));
+ PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_v_names));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_names));
+ __Pyx_INCREF(((PyObject *)__pyx_v_models));
+ PyTuple_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_v_models));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_models));
+ __pyx_t_2 = PyObject_Call(__pyx_builtin_zip, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __Pyx_GIVEREF(__pyx_t_2);
+ __Pyx_GOTREF(__pyx_v_self->models);
+ __Pyx_DECREF(__pyx_v_self->models);
+ __pyx_v_self->models = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("_sa.Scorer.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_names);
+ __Pyx_XDECREF(__pyx_v_model);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":29
+ * self.models = zip(names, models)
+ *
+ * cdef FeatureVector score(self, ctx): # <<<<<<<<<<<<<<
+ * cdef FeatureVector scores = FeatureVector()
+ * for name, model in self.models:
+ */
+
+static struct __pyx_obj_3_sa_FeatureVector *__pyx_f_3_sa_6Scorer_score(struct __pyx_obj_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_ctx) {
+ struct __pyx_obj_3_sa_FeatureVector *__pyx_v_scores = 0;
+ PyObject *__pyx_v_name = NULL;
+ PyObject *__pyx_v_model = NULL;
+ struct __pyx_obj_3_sa_FeatureVector *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ Py_ssize_t __pyx_t_2;
+ PyObject *(*__pyx_t_3)(PyObject *);
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *(*__pyx_t_8)(PyObject *);
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannySetupContext("score", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":30
+ *
+ * cdef FeatureVector score(self, ctx):
+ * cdef FeatureVector scores = FeatureVector() # <<<<<<<<<<<<<<
+ * for name, model in self.models:
+ * scores.set(name, model(ctx))
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_FeatureVector)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_scores = ((struct __pyx_obj_3_sa_FeatureVector *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":31
+ * cdef FeatureVector score(self, ctx):
+ * cdef FeatureVector scores = FeatureVector()
+ * for name, model in self.models: # <<<<<<<<<<<<<<
+ * scores.set(name, model(ctx))
+ * return scores
+ */
+ if (PyList_CheckExact(__pyx_v_self->models) || PyTuple_CheckExact(__pyx_v_self->models)) {
+ __pyx_t_1 = __pyx_v_self->models; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
+ __pyx_t_3 = NULL;
+ } else {
+ __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_self->models); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext;
+ }
+ for (;;) {
+ if (!__pyx_t_3 && PyList_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else if (!__pyx_t_3 && PyTuple_CheckExact(__pyx_t_1)) {
+ if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #else
+ __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ } else {
+ __pyx_t_4 = __pyx_t_3(__pyx_t_1);
+ if (unlikely(!__pyx_t_4)) {
+ if (PyErr_Occurred()) {
+ if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) PyErr_Clear();
+ else {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_4);
+ }
+ if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
+ PyObject* sequence = __pyx_t_4;
+ #if CYTHON_COMPILING_IN_CPYTHON
+ Py_ssize_t size = Py_SIZE(sequence);
+ #else
+ Py_ssize_t size = PySequence_Size(sequence);
+ #endif
+ if (unlikely(size != 2)) {
+ if (size > 2) __Pyx_RaiseTooManyValuesError(2);
+ else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
+ {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ #if CYTHON_COMPILING_IN_CPYTHON
+ if (likely(PyTuple_CheckExact(sequence))) {
+ __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1);
+ } else {
+ __pyx_t_5 = PyList_GET_ITEM(sequence, 0);
+ __pyx_t_6 = PyList_GET_ITEM(sequence, 1);
+ }
+ __Pyx_INCREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_t_6);
+ #else
+ __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ #endif
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ {
+ Py_ssize_t index = -1;
+ __pyx_t_7 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext;
+ index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_5)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_5);
+ index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L5_unpacking_failed;
+ __Pyx_GOTREF(__pyx_t_6);
+ if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_8 = NULL;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ goto __pyx_L6_unpacking_done;
+ __pyx_L5_unpacking_failed:;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_8 = NULL;
+ if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
+ {__pyx_filename = __pyx_f[13]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_L6_unpacking_done:;
+ }
+ __Pyx_XDECREF(__pyx_v_name);
+ __pyx_v_name = __pyx_t_5;
+ __pyx_t_5 = 0;
+ __Pyx_XDECREF(__pyx_v_model);
+ __pyx_v_model = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":32
+ * cdef FeatureVector scores = FeatureVector()
+ * for name, model in self.models:
+ * scores.set(name, model(ctx)) # <<<<<<<<<<<<<<
+ * return scores
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_scores), __pyx_n_s__set); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_ctx);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_ctx);
+ __Pyx_GIVEREF(__pyx_v_ctx);
+ __pyx_t_5 = PyObject_Call(__pyx_v_model, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_name);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_name);
+ __Pyx_GIVEREF(__pyx_v_name);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":33
+ * for name, model in self.models:
+ * scores.set(name, model(ctx))
+ * return scores # <<<<<<<<<<<<<<
+ */
+ __Pyx_XDECREF(((PyObject *)__pyx_r));
+ __Pyx_INCREF(((PyObject *)__pyx_v_scores));
+ __pyx_r = __pyx_v_scores;
+ goto __pyx_L0;
+
+ __pyx_r = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_AddTraceback("_sa.Scorer.score", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = 0;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_scores);
+ __Pyx_XDECREF(__pyx_v_name);
+ __Pyx_XDECREF(__pyx_v_model);
+ __Pyx_XGIVEREF((PyObject *)__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+static struct __pyx_vtabstruct_3_sa_HieroCachingRuleFactory __pyx_vtable_3_sa_HieroCachingRuleFactory;
+
+static PyObject *__pyx_tp_new_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_HieroCachingRuleFactory;
+ p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None);
+ p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None);
+ p->scorer = ((struct __pyx_obj_3_sa_Scorer *)Py_None); Py_INCREF(Py_None);
+ p->precomputed_index = Py_None; Py_INCREF(Py_None);
+ p->precomputed_collocations = Py_None; Py_INCREF(Py_None);
+ p->precompute_file = Py_None; Py_INCREF(Py_None);
+ p->max_rank = Py_None; Py_INCREF(Py_None);
+ p->prev_norm_prefix = Py_None; Py_INCREF(Py_None);
+ p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None);
+ p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None);
+ p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->samples_f = Py_None; Py_INCREF(Py_None);
+ p->phrases_f = Py_None; Py_INCREF(Py_None);
+ p->phrases_e = Py_None; Py_INCREF(Py_None);
+ p->phrases_fe = Py_None; Py_INCREF(Py_None);
+ p->phrases_al = Py_None; Py_INCREF(Py_None);
+ p->bilex_f = Py_None; Py_INCREF(Py_None);
+ p->bilex_e = Py_None; Py_INCREF(Py_None);
+ p->bilex_fe = Py_None; Py_INCREF(Py_None);
+ if (unlikely(__pyx_pw_3_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory(PyObject *o) {
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->rules);
+ Py_CLEAR(p->sampler);
+ Py_CLEAR(p->scorer);
+ Py_CLEAR(p->precomputed_index);
+ Py_CLEAR(p->precomputed_collocations);
+ Py_CLEAR(p->precompute_file);
+ Py_CLEAR(p->max_rank);
+ Py_CLEAR(p->prev_norm_prefix);
+ Py_CLEAR(p->fsa);
+ Py_CLEAR(p->fda);
+ Py_CLEAR(p->eda);
+ Py_CLEAR(p->alignment);
+ Py_CLEAR(p->eid2symid);
+ Py_CLEAR(p->fid2symid);
+ Py_CLEAR(p->findexes);
+ Py_CLEAR(p->findexes1);
+ Py_CLEAR(p->samples_f);
+ Py_CLEAR(p->phrases_f);
+ Py_CLEAR(p->phrases_e);
+ Py_CLEAR(p->phrases_fe);
+ Py_CLEAR(p->phrases_al);
+ Py_CLEAR(p->bilex_f);
+ Py_CLEAR(p->bilex_e);
+ Py_CLEAR(p->bilex_fe);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o;
+ if (p->rules) {
+ e = (*v)(((PyObject*)p->rules), a); if (e) return e;
+ }
+ if (p->sampler) {
+ e = (*v)(((PyObject*)p->sampler), a); if (e) return e;
+ }
+ if (p->scorer) {
+ e = (*v)(((PyObject*)p->scorer), a); if (e) return e;
+ }
+ 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;
+ }
+ if (p->precompute_file) {
+ e = (*v)(p->precompute_file, a); if (e) return e;
+ }
+ if (p->max_rank) {
+ e = (*v)(p->max_rank, a); if (e) return e;
+ }
+ if (p->prev_norm_prefix) {
+ e = (*v)(p->prev_norm_prefix, a); if (e) return e;
+ }
+ if (p->fsa) {
+ e = (*v)(((PyObject*)p->fsa), a); if (e) return e;
+ }
+ if (p->fda) {
+ e = (*v)(((PyObject*)p->fda), a); if (e) return e;
+ }
+ if (p->eda) {
+ e = (*v)(((PyObject*)p->eda), a); if (e) return e;
+ }
+ if (p->alignment) {
+ e = (*v)(((PyObject*)p->alignment), a); if (e) return e;
+ }
+ if (p->eid2symid) {
+ e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e;
+ }
+ if (p->fid2symid) {
+ e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e;
+ }
+ if (p->findexes) {
+ e = (*v)(((PyObject*)p->findexes), a); if (e) return e;
+ }
+ if (p->findexes1) {
+ e = (*v)(((PyObject*)p->findexes1), a); if (e) return e;
+ }
+ if (p->samples_f) {
+ e = (*v)(p->samples_f, a); if (e) return e;
+ }
+ if (p->phrases_f) {
+ e = (*v)(p->phrases_f, a); if (e) return e;
+ }
+ if (p->phrases_e) {
+ e = (*v)(p->phrases_e, a); if (e) return e;
+ }
+ if (p->phrases_fe) {
+ e = (*v)(p->phrases_fe, a); if (e) return e;
+ }
+ if (p->phrases_al) {
+ e = (*v)(p->phrases_al, a); if (e) return e;
+ }
+ if (p->bilex_f) {
+ e = (*v)(p->bilex_f, a); if (e) return e;
+ }
+ if (p->bilex_e) {
+ e = (*v)(p->bilex_e, a); if (e) return e;
+ }
+ if (p->bilex_fe) {
+ e = (*v)(p->bilex_fe, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_HieroCachingRuleFactory(PyObject *o) {
+ struct __pyx_obj_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_3_sa_HieroCachingRuleFactory *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->rules);
+ p->rules = ((struct __pyx_obj_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->sampler);
+ p->sampler = ((struct __pyx_obj_3_sa_Sampler *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->scorer);
+ p->scorer = ((struct __pyx_obj_3_sa_Scorer *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(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);
+ tmp = ((PyObject*)p->precompute_file);
+ p->precompute_file = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->max_rank);
+ p->max_rank = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->prev_norm_prefix);
+ p->prev_norm_prefix = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fsa);
+ p->fsa = ((struct __pyx_obj_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fda);
+ p->fda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->eda);
+ p->eda = ((struct __pyx_obj_3_sa_DataArray *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->alignment);
+ p->alignment = ((struct __pyx_obj_3_sa_Alignment *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->eid2symid);
+ p->eid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->fid2symid);
+ p->fid2symid = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->findexes);
+ p->findexes = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->findexes1);
+ p->findexes1 = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->samples_f);
+ p->samples_f = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->phrases_f);
+ p->phrases_f = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->phrases_e);
+ p->phrases_e = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->phrases_fe);
+ p->phrases_fe = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->phrases_al);
+ p->phrases_al = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->bilex_f);
+ p->bilex_f = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->bilex_e);
+ p->bilex_e = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->bilex_fe);
+ p->bilex_fe = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_HieroCachingRuleFactory[] = {
+ {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_3_sa_23HieroCachingRuleFactory_2configure)},
+ {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__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"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_28form_rule, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("fmt_rule"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_30fmt_rule, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("dump_online_stats"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_32dump_online_stats, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("dump_online_rules"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_34dump_online_rules, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("online_ctx_lookup"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_36online_ctx_lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("get_f_phrases"), (PyCFunction)__pyx_pw_3_sa_23HieroCachingRuleFactory_38get_f_phrases, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_HieroCachingRuleFactory = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.HieroCachingRuleFactory"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_HieroCachingRuleFactory, /*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("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/
+ __pyx_tp_traverse_3_sa_HieroCachingRuleFactory, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_HieroCachingRuleFactory, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_HieroCachingRuleFactory, /*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_HieroCachingRuleFactory, /*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_9_decode_sentence *__pyx_freelist_3_sa___pyx_scope_struct_9_decode_sentence[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_9_decode_sentence = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_9_decode_sentence(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_9_decode_sentence > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_9_decode_sentence[--__pyx_freecount_3_sa___pyx_scope_struct_9_decode_sentence];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence));
+ 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_9_decode_sentence *)o);
+ p->__pyx_v_lattice = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_9_decode_sentence(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *p = (struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_lattice);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_9_decode_sentence < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_9_decode_sentence[__pyx_freecount_3_sa___pyx_scope_struct_9_decode_sentence++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_9_decode_sentence(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *p = (struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)o;
+ if (p->__pyx_v_lattice) {
+ e = (*v)(p->__pyx_v_lattice, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_9_decode_sentence(PyObject *o) {
+ struct __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*/
+ 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_9_decode_sentence, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_9_decode_sentence, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_9_decode_sentence, /*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_9_decode_sentence, /*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_17_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_17_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_17_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_17_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_17_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_17_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_17_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_17_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_a = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_17_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_a);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_17_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_17_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_17_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_17_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_a) {
+ e = (*v)(p->__pyx_v_a, 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_17_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_16___str__ *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_a);
+ p->__pyx_v_a = 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_17_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_17_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_17_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_17_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_17_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_17_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_17_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_17_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_17_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_20_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_20_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_20_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_20_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_20_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_20_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_20_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_word = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_20_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_word);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_20_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_20_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_20_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_20_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_word) {
+ e = (*v)(p->__pyx_v_word, 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_20_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)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_20_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_20_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_20_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_20_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_20_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_20_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_20_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_20_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_20_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *__pyx_freelist_3_sa___pyx_scope_struct_3_compute_stats[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_3_compute_stats = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_3_compute_stats > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_3_compute_stats[--__pyx_freecount_3_sa___pyx_scope_struct_3_compute_stats];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats));
+ 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_3_compute_stats *)o);
+ p->__pyx_v_ngram = 0;
+ p->__pyx_v_ngram_start = 0;
+ p->__pyx_v_ngram_starts = 0;
+ p->__pyx_v_run_start = 0;
+ p->__pyx_v_self = 0;
+ p->__pyx_v_veb = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_3_compute_stats(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_ngram);
+ Py_CLEAR(p->__pyx_v_ngram_start);
+ Py_CLEAR(p->__pyx_v_ngram_starts);
+ Py_CLEAR(p->__pyx_v_run_start);
+ Py_CLEAR(p->__pyx_v_self);
+ Py_CLEAR(p->__pyx_v_veb);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_3_compute_stats < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_3_compute_stats[__pyx_freecount_3_sa___pyx_scope_struct_3_compute_stats++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_3_compute_stats(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *)o;
+ if (p->__pyx_v_ngram) {
+ e = (*v)(p->__pyx_v_ngram, a); if (e) return e;
+ }
+ if (p->__pyx_v_ngram_start) {
+ e = (*v)(((PyObject*)p->__pyx_v_ngram_start), a); if (e) return e;
+ }
+ if (p->__pyx_v_ngram_starts) {
+ e = (*v)(p->__pyx_v_ngram_starts, a); if (e) return e;
+ }
+ if (p->__pyx_v_run_start) {
+ e = (*v)(((PyObject*)p->__pyx_v_run_start), 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_veb) {
+ e = (*v)(((PyObject*)p->__pyx_v_veb), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_3_compute_stats(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *p = (struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_ngram);
+ p->__pyx_v_ngram = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_ngram_start);
+ p->__pyx_v_ngram_start = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_ngram_starts);
+ p->__pyx_v_ngram_starts = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_run_start);
+ p->__pyx_v_run_start = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_LCP *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_veb);
+ p->__pyx_v_veb = ((struct __pyx_obj_3_sa_VEB *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_3_compute_stats[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_3_compute_stats = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_3_compute_stats"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_3_compute_stats), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_3_compute_stats, /*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_3_compute_stats, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_3_compute_stats, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_3_compute_stats, /*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_3_compute_stats, /*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_12_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_12_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_12_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_12_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_12_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_12_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_12_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_12_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_word = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_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_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_word);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_12_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_12_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_12_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_12_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_12_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_word) {
+ e = (*v)(p->__pyx_v_word, 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_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, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_12_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_12_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_12_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_12_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_12_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_29_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_29_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_29_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_29_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_29_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_29_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_29_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_feat = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_29_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_feat);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_29_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_29_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_29_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_29_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_feat) {
+ e = (*v)(p->__pyx_v_feat, a); if (e) return e;
+ }
+ if (p->__pyx_t_0) {
+ e = (*v)(p->__pyx_t_0, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_29_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_29_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __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
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *__pyx_freelist_3_sa___pyx_scope_struct_11_encode_words[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_11_encode_words = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_11_encode_words > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_11_encode_words[--__pyx_freecount_3_sa___pyx_scope_struct_11_encode_words];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_11_encode_words));
+ 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_11_encode_words *)o);
+ 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, /*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_BitSetIterator(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_BitSetIterator(PyObject *o) {
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_BitSetIterator[] = {
+ {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_3_sa_14BitSetIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_BitSetIterator = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.BitSetIterator"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_BitSetIterator), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_BitSetIterator, /*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_14BitSetIterator_1__next__, /*tp_iternext*/
+ __pyx_methods_3_sa_BitSetIterator, /*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_BitSetIterator, /*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_23_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_23_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_23_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_23_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_23_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_23_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_23_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_23_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_i = 0;
+ p->__pyx_v_j = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_23_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_i);
+ Py_CLEAR(p->__pyx_v_j);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_23_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_23_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_23_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_23_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_i) {
+ e = (*v)(p->__pyx_v_i, a); if (e) return e;
+ }
+ if (p->__pyx_v_j) {
+ e = (*v)(p->__pyx_v_j, 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_23_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_i);
+ p->__pyx_v_i = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_j);
+ p->__pyx_v_j = 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_23_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_23_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_23_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_23_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_23_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_23_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_23_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_23_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_23_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_Precomputation __pyx_vtable_3_sa_Precomputation;
+
+static PyObject *__pyx_tp_new_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_Precomputation *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_Precomputation *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_Precomputation;
+ p->precomputed_index = Py_None; Py_INCREF(Py_None);
+ p->precomputed_collocations = Py_None; Py_INCREF(Py_None);
+ if (unlikely(__pyx_pw_3_sa_14Precomputation_1__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Precomputation(PyObject *o) {
+ struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->precomputed_index);
+ Py_CLEAR(p->precomputed_collocations);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Precomputation(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Precomputation *p = (struct __pyx_obj_3_sa_Precomputation *)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"), (PyCFunction)__pyx_pw_3_sa_14Precomputation_7precompute, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_Precomputation = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Precomputation"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Precomputation), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Precomputation, /*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_Precomputation, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Precomputation, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Precomputation, /*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_Precomputation, /*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_18_alignments *__pyx_freelist_3_sa___pyx_scope_struct_18_alignments[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_18_alignments = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_18_alignments > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_18_alignments[--__pyx_freecount_3_sa___pyx_scope_struct_18_alignments];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments));
+ 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_18_alignments *)o);
+ p->__pyx_v_point = 0;
+ p->__pyx_v_self = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_18_alignments(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_point);
+ 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 __pyx_tp_clear_3_sa___pyx_scope_struct_18_alignments(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_point);
+ p->__pyx_v_point = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(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);
+ 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_18_alignments[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_18_alignments = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_18_alignments"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_18_alignments), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_18_alignments, /*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_18_alignments, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_18_alignments, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_18_alignments, /*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_18_alignments, /*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_14_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_14_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_14_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_14_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_14_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_14_genexpr];
+ 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; 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_14_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_14_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_14_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_14_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_14_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_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, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_Alphabet = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Alphabet"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Alphabet), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Alphabet, /*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_Alphabet, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Alphabet, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Alphabet, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_Alphabet, /*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_Alphabet, /*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_Rule(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_Rule *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_Rule *)o);
+ p->f = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ p->e = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ p->scores = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None);
+ p->word_alignments = Py_None; Py_INCREF(Py_None);
+ if (unlikely(__pyx_pw_3_sa_4Rule_1__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Rule(PyObject *o) {
+ struct __pyx_obj_3_sa_Rule *p = (struct __pyx_obj_3_sa_Rule *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->f);
+ Py_CLEAR(p->e);
+ Py_CLEAR(p->scores);
+ Py_CLEAR(p->word_alignments);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Rule(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Rule *p = (struct __pyx_obj_3_sa_Rule *)o;
+ if (p->f) {
+ e = (*v)(((PyObject*)p->f), a); if (e) return e;
+ }
+ if (p->e) {
+ e = (*v)(((PyObject*)p->e), a); if (e) return e;
+ }
+ if (p->scores) {
+ e = (*v)(((PyObject*)p->scores), a); if (e) return e;
+ }
+ if (p->word_alignments) {
+ e = (*v)(p->word_alignments, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_Rule(PyObject *o) {
+ struct __pyx_obj_3_sa_Rule *p = (struct __pyx_obj_3_sa_Rule *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->f);
+ p->f = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->e);
+ p->e = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->scores);
+ p->scores = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->word_alignments);
+ p->word_alignments = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_3_sa_4Rule_f(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_4Rule_1f_1__get__(o);
+}
+
+static PyObject *__pyx_getprop_3_sa_4Rule_e(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_4Rule_1e_1__get__(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_Rule[] = {
+ {__Pyx_NAMESTR("fmerge"), (PyCFunction)__pyx_pw_3_sa_4Rule_7fmerge, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_3_sa_4Rule_9arity, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("alignments"), (PyCFunction)__pyx_pw_3_sa_4Rule_13alignments, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_Rule[] = {
+ {(char *)"f", __pyx_getprop_3_sa_4Rule_f, 0, 0, 0},
+ {(char *)"e", __pyx_getprop_3_sa_4Rule_e, 0, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_Rule = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Rule"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Rule), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Rule, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ __pyx_pw_3_sa_4Rule_5__cmp__, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ __pyx_pw_3_sa_4Rule_3__hash__, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_3_sa_4Rule_11__str__, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_Rule, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Rule, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Rule, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_Rule, /*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_Rule, /*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_6_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_6_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_6_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_6_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_6_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_6_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr));
+ PyObject_INIT(o, t);
+ PyObject_GC_Track(o);
+ } else {
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ }
+ p = ((struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_word = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_6_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_word);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_6_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_6_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_6_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_6_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_word) {
+ e = (*v)(p->__pyx_v_word, 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_6_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)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_6_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_6_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_6_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_6_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_6_genexpr, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct_6_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_6_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_6_genexpr, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct_6_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *__pyx_freelist_3_sa___pyx_scope_struct_21_add_instance[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_21_add_instance = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_21_add_instance > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_21_add_instance[--__pyx_freecount_3_sa___pyx_scope_struct_21_add_instance];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance));
+ 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_21_add_instance *)o);
+ p->__pyx_v_al = 0;
+ p->__pyx_v_cover = 0;
+ p->__pyx_v_e_nt_cover = 0;
+ p->__pyx_v_e_words = 0;
+ p->__pyx_v_ef_span = 0;
+ p->__pyx_v_extract = 0;
+ p->__pyx_v_f_len = 0;
+ p->__pyx_v_f_words = 0;
+ p->__pyx_v_fe_span = 0;
+ p->__pyx_v_rules = 0;
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_21_add_instance(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *p = (struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_al);
+ Py_CLEAR(p->__pyx_v_cover);
+ Py_CLEAR(p->__pyx_v_e_nt_cover);
+ Py_CLEAR(p->__pyx_v_e_words);
+ Py_CLEAR(p->__pyx_v_ef_span);
+ 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_fe_span);
+ Py_CLEAR(p->__pyx_v_rules);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_21_add_instance < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_21_add_instance[__pyx_freecount_3_sa___pyx_scope_struct_21_add_instance++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_21_add_instance(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *p = (struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *)o;
+ if (p->__pyx_v_al) {
+ e = (*v)(p->__pyx_v_al, a); if (e) return e;
+ }
+ if (p->__pyx_v_cover) {
+ e = (*v)(p->__pyx_v_cover, a); if (e) return e;
+ }
+ if (p->__pyx_v_e_nt_cover) {
+ e = (*v)(p->__pyx_v_e_nt_cover, a); if (e) return e;
+ }
+ if (p->__pyx_v_e_words) {
+ e = (*v)(p->__pyx_v_e_words, a); if (e) return e;
+ }
+ if (p->__pyx_v_ef_span) {
+ e = (*v)(p->__pyx_v_ef_span, 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_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_fe_span) {
+ e = (*v)(p->__pyx_v_fe_span, a); if (e) return e;
+ }
+ if (p->__pyx_v_rules) {
+ e = (*v)(p->__pyx_v_rules, 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_21_add_instance(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *p = (struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_al);
+ p->__pyx_v_al = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_cover);
+ p->__pyx_v_cover = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_e_nt_cover);
+ p->__pyx_v_e_nt_cover = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_e_words);
+ p->__pyx_v_e_words = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_ef_span);
+ p->__pyx_v_ef_span = ((PyObject*)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_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_fe_span);
+ p->__pyx_v_fe_span = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_rules);
+ p->__pyx_v_rules = ((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_21_add_instance[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_21_add_instance = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_21_add_instance"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_21_add_instance), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_21_add_instance, /*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_21_add_instance, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_21_add_instance, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_21_add_instance, /*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_21_add_instance, /*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_2_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_2_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_2_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_2_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_2_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_2_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_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_2_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_line = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_line);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_2_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_2_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_2_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_2_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_line) {
+ e = (*v)(p->__pyx_v_line, 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_2_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_line);
+ p->__pyx_v_line = 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_2_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_2_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_2_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_2_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_2_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_2_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_2_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_2_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_2_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_PhraseLocation __pyx_vtable_3_sa_PhraseLocation;
+
+static PyObject *__pyx_tp_new_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_PhraseLocation *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_PhraseLocation *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_PhraseLocation;
+ p->arr = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ if (unlikely(__pyx_pw_3_sa_14PhraseLocation_1__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_PhraseLocation(PyObject *o) {
+ struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->arr);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_PhraseLocation(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o;
+ if (p->arr) {
+ e = (*v)(((PyObject*)p->arr), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_PhraseLocation(PyObject *o) {
+ struct __pyx_obj_3_sa_PhraseLocation *p = (struct __pyx_obj_3_sa_PhraseLocation *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->arr);
+ p->arr = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_PhraseLocation[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_PhraseLocation = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.PhraseLocation"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_PhraseLocation), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_PhraseLocation, /*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_PhraseLocation, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_PhraseLocation, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_PhraseLocation, /*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_PhraseLocation, /*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_15___iter__ *__pyx_freelist_3_sa___pyx_scope_struct_15___iter__[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_15___iter__ = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_15___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_15___iter__[--__pyx_freecount_3_sa___pyx_scope_struct_15___iter__];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__));
+ PyObject_INIT(o, t);
+ PyObject_GC_Track(o);
+ } else {
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ }
+ p = ((struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)o);
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_15___iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_15___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_15___iter__[__pyx_freecount_3_sa___pyx_scope_struct_15___iter__++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_15___iter__(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)o;
+ if (p->__pyx_v_self) {
+ e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_15___iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__ *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_15___iter__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_15___iter__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_15___iter__"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_15___iter__), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_15___iter__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct_15___iter__, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_15___iter__, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_15___iter__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct_15___iter__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *__pyx_freelist_3_sa___pyx_scope_struct_22_form_rule[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_22_form_rule = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_22_form_rule > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_22_form_rule[--__pyx_freecount_3_sa___pyx_scope_struct_22_form_rule];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule));
+ 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_22_form_rule *)o);
+ p->__pyx_v_links = 0;
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_22_form_rule(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *p = (struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_links);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_22_form_rule < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_22_form_rule[__pyx_freecount_3_sa___pyx_scope_struct_22_form_rule++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_22_form_rule(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *p = (struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *)o;
+ if (p->__pyx_v_links) {
+ e = (*v)(p->__pyx_v_links, 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_22_form_rule(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *p = (struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_links);
+ p->__pyx_v_links = ((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_22_form_rule[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_22_form_rule = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_22_form_rule"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_22_form_rule), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_22_form_rule, /*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_22_form_rule, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_22_form_rule, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_22_form_rule, /*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_22_form_rule, /*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_25_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_25_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_25_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_25_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_25_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_25_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr));
+ PyObject_INIT(o, t);
+ PyObject_GC_Track(o);
+ } else {
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ }
+ p = ((struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_packed = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_25_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_packed);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_25_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_25_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_25_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_25_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_packed) {
+ e = (*v)(p->__pyx_v_packed, 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_25_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_packed);
+ p->__pyx_v_packed = 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_25_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_25_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_25_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_25_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_25_genexpr, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct_25_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_25_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_25_genexpr, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct_25_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *__pyx_freelist_3_sa___pyx_scope_struct_24_fmt_rule[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_24_fmt_rule = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_24_fmt_rule > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_24_fmt_rule[--__pyx_freecount_3_sa___pyx_scope_struct_24_fmt_rule];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule));
+ 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_24_fmt_rule *)o);
+ p->__pyx_v_a = 0;
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_24_fmt_rule(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *p = (struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_a);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_24_fmt_rule < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_24_fmt_rule[__pyx_freecount_3_sa___pyx_scope_struct_24_fmt_rule++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_24_fmt_rule(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *p = (struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *)o;
+ if (p->__pyx_v_a) {
+ e = (*v)(p->__pyx_v_a, 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_24_fmt_rule(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *p = (struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_a);
+ p->__pyx_v_a = 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_24_fmt_rule[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_24_fmt_rule = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_24_fmt_rule"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_24_fmt_rule), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_24_fmt_rule, /*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_24_fmt_rule, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_24_fmt_rule, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_24_fmt_rule, /*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_24_fmt_rule, /*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_28___str__ *__pyx_freelist_3_sa___pyx_scope_struct_28___str__[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_28___str__ = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_28___str__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_28___str__)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_28___str__[--__pyx_freecount_3_sa___pyx_scope_struct_28___str__];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_28___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_28___str__ *)o);
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_28___str__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_28___str__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_28___str__))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_28___str__[__pyx_freecount_3_sa___pyx_scope_struct_28___str__++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_28___str__(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_28___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_28___str__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_28___str__ *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_28___str__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_28___str__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_28___str__"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_28___str__), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_28___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_28___str__, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_28___str__, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_28___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_28___str__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *__pyx_freelist_3_sa___pyx_scope_struct_1_read_bitext[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_1_read_bitext = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_1_read_bitext > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_1_read_bitext[--__pyx_freecount_3_sa___pyx_scope_struct_1_read_bitext];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext));
+ 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_1_read_bitext *)o);
+ p->__pyx_v_fp = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_1_read_bitext(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_fp);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_1_read_bitext < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_1_read_bitext[__pyx_freecount_3_sa___pyx_scope_struct_1_read_bitext++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_1_read_bitext(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *)o;
+ if (p->__pyx_v_fp) {
+ e = (*v)(p->__pyx_v_fp, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_1_read_bitext(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *p = (struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_fp);
+ p->__pyx_v_fp = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_1_read_bitext[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_1_read_bitext = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_1_read_bitext"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_1_read_bitext), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_1_read_bitext, /*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_1_read_bitext, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_1_read_bitext, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_1_read_bitext, /*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_1_read_bitext, /*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_13_decode_words *__pyx_freelist_3_sa___pyx_scope_struct_13_decode_words[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_13_decode_words = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_13_decode_words > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_13_decode_words[--__pyx_freecount_3_sa___pyx_scope_struct_13_decode_words];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words));
+ 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_13_decode_words *)o);
+ p->__pyx_v_syms = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_13_decode_words(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_syms);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_13_decode_words < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_13_decode_words[__pyx_freecount_3_sa___pyx_scope_struct_13_decode_words++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_13_decode_words(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)o;
+ if (p->__pyx_v_syms) {
+ e = (*v)(p->__pyx_v_syms, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_13_decode_words(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *p = (struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_syms);
+ p->__pyx_v_syms = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_13_decode_words[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_13_decode_words = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_13_decode_words"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_13_decode_words), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_13_decode_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_13_decode_words, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_13_decode_words, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_13_decode_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_13_decode_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_FeatureVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa_FeatureVector *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_FeatureVector *)o);
+ p->names = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ p->values = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None);
+ if (unlikely(__pyx_pw_3_sa_13FeatureVector_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_FeatureVector(PyObject *o) {
+ struct __pyx_obj_3_sa_FeatureVector *p = (struct __pyx_obj_3_sa_FeatureVector *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->names);
+ Py_CLEAR(p->values);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_FeatureVector(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_FeatureVector *p = (struct __pyx_obj_3_sa_FeatureVector *)o;
+ if (p->names) {
+ e = (*v)(((PyObject*)p->names), a); if (e) return e;
+ }
+ if (p->values) {
+ e = (*v)(((PyObject*)p->values), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_FeatureVector(PyObject *o) {
+ struct __pyx_obj_3_sa_FeatureVector *p = (struct __pyx_obj_3_sa_FeatureVector *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->names);
+ p->names = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->values);
+ p->values = ((struct __pyx_obj_3_sa_FloatList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_FeatureVector[] = {
+ {__Pyx_NAMESTR("set"), (PyCFunction)__pyx_pw_3_sa_13FeatureVector_3set, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_FeatureVector = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.FeatureVector"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_FeatureVector), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_FeatureVector, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_3_sa_13FeatureVector_8__str__, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa_FeatureVector, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_FeatureVector, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ __pyx_pw_3_sa_13FeatureVector_5__iter__, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_FeatureVector, /*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_FeatureVector, /*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_7_decode_lattice *__pyx_freelist_3_sa___pyx_scope_struct_7_decode_lattice[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_7_decode_lattice = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_7_decode_lattice > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_7_decode_lattice[--__pyx_freecount_3_sa___pyx_scope_struct_7_decode_lattice];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice));
+ 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_7_decode_lattice *)o);
+ p->__pyx_v_lattice = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_7_decode_lattice(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_lattice);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_7_decode_lattice < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_7_decode_lattice[__pyx_freecount_3_sa___pyx_scope_struct_7_decode_lattice++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_7_decode_lattice(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *)o;
+ if (p->__pyx_v_lattice) {
+ e = (*v)(p->__pyx_v_lattice, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_7_decode_lattice(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *p = (struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *)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_7_decode_lattice[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_7_decode_lattice = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_7_decode_lattice"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_7_decode_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_7_decode_lattice, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_7_decode_lattice, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_7_decode_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_7_decode_lattice, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_19_input *__pyx_freelist_3_sa___pyx_scope_struct_19_input[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_19_input = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_19_input(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_19_input *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_19_input > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_19_input)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_19_input[--__pyx_freecount_3_sa___pyx_scope_struct_19_input];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_19_input));
+ 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_19_input *)o);
+ p->__pyx_v_alignment = 0;
+ p->__pyx_v_als = 0;
+ p->__pyx_v_alslist = 0;
+ p->__pyx_v_chunklen = 0;
+ p->__pyx_v_count = 0;
+ p->__pyx_v_e = 0;
+ p->__pyx_v_elist = 0;
+ p->__pyx_v_extract = 0;
+ p->__pyx_v_extract_start = 0;
+ p->__pyx_v_extract_stop = 0;
+ p->__pyx_v_extracts = 0;
+ p->__pyx_v_f = 0;
+ p->__pyx_v_f_syms = 0;
+ p->__pyx_v_fcount = 0;
+ p->__pyx_v_fphrases = 0;
+ p->__pyx_v_frontier = 0;
+ p->__pyx_v_frontier_nodes = 0;
+ p->__pyx_v_fwords = 0;
+ p->__pyx_v_genexpr = 0;
+ p->__pyx_v_hiero_phrase = 0;
+ p->__pyx_v_input_match = 0;
+ p->__pyx_v_intersect_start_time = 0;
+ p->__pyx_v_intersect_stop_time = 0;
+ p->__pyx_v_is_shadow_path = 0;
+ p->__pyx_v_key = 0;
+ p->__pyx_v_lex_i = 0;
+ p->__pyx_v_lex_j = 0;
+ p->__pyx_v_loc = 0;
+ p->__pyx_v_locs = 0;
+ p->__pyx_v_max_locs = 0;
+ p->__pyx_v_meta = 0;
+ p->__pyx_v_new_frontier = 0;
+ p->__pyx_v_new_node = 0;
+ p->__pyx_v_next_states = 0;
+ p->__pyx_v_node = 0;
+ p->__pyx_v_nodes_isteps_away_buffer = 0;
+ p->__pyx_v_pathlen = 0;
+ p->__pyx_v_phrase = 0;
+ p->__pyx_v_phrase_location = 0;
+ 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) {
+ e = (*v)(p->__pyx_v_xroot, a); if (e) return e;
+ }
+ if (p->__pyx_t_3) {
+ e = (*v)(p->__pyx_t_3, a); if (e) return e;
+ }
+ if (p->__pyx_t_4) {
+ e = (*v)(p->__pyx_t_4, a); if (e) return e;
+ }
+ if (p->__pyx_t_5) {
+ e = (*v)(p->__pyx_t_5, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_19_input(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_3_sa___pyx_scope_struct_19_input *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_alignment);
+ p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_als);
+ p->__pyx_v_als = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_alslist);
+ p->__pyx_v_alslist = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_chunklen);
+ p->__pyx_v_chunklen = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_count);
+ p->__pyx_v_count = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_e);
+ p->__pyx_v_e = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_elist);
+ p->__pyx_v_elist = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extract);
+ p->__pyx_v_extract = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extract_start);
+ p->__pyx_v_extract_start = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extract_stop);
+ p->__pyx_v_extract_stop = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_extracts);
+ p->__pyx_v_extracts = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_f);
+ p->__pyx_v_f = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_f_syms);
+ p->__pyx_v_f_syms = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fcount);
+ p->__pyx_v_fcount = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fphrases);
+ p->__pyx_v_fphrases = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_frontier);
+ p->__pyx_v_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_frontier_nodes);
+ p->__pyx_v_frontier_nodes = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_fwords);
+ p->__pyx_v_fwords = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_genexpr);
+ p->__pyx_v_genexpr = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_hiero_phrase);
+ p->__pyx_v_hiero_phrase = ((struct __pyx_obj_3_sa_Phrase *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_input_match);
+ p->__pyx_v_input_match = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_intersect_start_time);
+ p->__pyx_v_intersect_start_time = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_intersect_stop_time);
+ p->__pyx_v_intersect_stop_time = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_is_shadow_path);
+ p->__pyx_v_is_shadow_path = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_key);
+ p->__pyx_v_key = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_lex_i);
+ p->__pyx_v_lex_i = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_lex_j);
+ p->__pyx_v_lex_j = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_loc);
+ p->__pyx_v_loc = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_locs);
+ p->__pyx_v_locs = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_max_locs);
+ p->__pyx_v_max_locs = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_meta);
+ p->__pyx_v_meta = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_new_frontier);
+ p->__pyx_v_new_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_new_node);
+ p->__pyx_v_new_node = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_next_states);
+ p->__pyx_v_next_states = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_node);
+ p->__pyx_v_node = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_nodes_isteps_away_buffer);
+ p->__pyx_v_nodes_isteps_away_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_pathlen);
+ p->__pyx_v_pathlen = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_phrase);
+ p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_phrase_location);
+ p->__pyx_v_phrase_location = ((struct __pyx_obj_3_sa_PhraseLocation *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_prefix);
+ p->__pyx_v_prefix = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_reachable_buffer);
+ p->__pyx_v_reachable_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_sa_range);
+ p->__pyx_v_sa_range = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_sample);
+ p->__pyx_v_sample = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_scores);
+ p->__pyx_v_scores = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_seen_phrases);
+ p->__pyx_v_seen_phrases = ((PyObject*)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_spanlen);
+ p->__pyx_v_spanlen = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_stop_time);
+ p->__pyx_v_stop_time = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_suffix_link);
+ p->__pyx_v_suffix_link = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_suffix_link_xcat_index);
+ p->__pyx_v_suffix_link_xcat_index = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_word_id);
+ p->__pyx_v_word_id = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_xcat_index);
+ p->__pyx_v_xcat_index = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_xnode);
+ p->__pyx_v_xnode = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_xroot);
+ p->__pyx_v_xroot = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_3);
+ p->__pyx_t_3 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_4);
+ p->__pyx_t_4 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_5);
+ p->__pyx_t_5 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_19_input[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_19_input = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_19_input"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_19_input), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_19_input, /*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_19_input, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_19_input, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_19_input, /*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_19_input, /*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_Scorer __pyx_vtable_3_sa_Scorer;
+
+static PyObject *__pyx_tp_new_3_sa_Scorer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa_Scorer *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_Scorer *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_Scorer;
+ p->models = Py_None; Py_INCREF(Py_None);
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Scorer(PyObject *o) {
+ struct __pyx_obj_3_sa_Scorer *p = (struct __pyx_obj_3_sa_Scorer *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->models);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Scorer(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Scorer *p = (struct __pyx_obj_3_sa_Scorer *)o;
+ if (p->models) {
+ e = (*v)(p->models, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_Scorer(PyObject *o) {
+ struct __pyx_obj_3_sa_Scorer *p = (struct __pyx_obj_3_sa_Scorer *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->models);
+ p->models = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa_Scorer[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_Scorer = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Scorer"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Scorer), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Scorer, /*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_Scorer, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Scorer, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Scorer, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ __pyx_pw_3_sa_6Scorer_1__init__, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa_Scorer, /*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_Alignment __pyx_vtable_3_sa_Alignment;
+
+static PyObject *__pyx_tp_new_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_Alignment *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_Alignment *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_Alignment;
+ p->links = ((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_9Alignment_5__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_Alignment(PyObject *o) {
+ struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->links);
+ Py_CLEAR(p->sent_index);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_Alignment(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_Alignment *p = (struct __pyx_obj_3_sa_Alignment *)o;
+ if (p->links) {
+ e = (*v)(((PyObject*)p->links), 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_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"), (PyCFunction)__pyx_pw_3_sa_9Alignment_9read_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_3_sa_9Alignment_11write_text, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_3_sa_9Alignment_13write_binary, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_3_sa_9Alignment_15write_enhanced, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("alignment"), (PyCFunction)__pyx_pw_3_sa_9Alignment_17alignment, METH_O, __Pyx_DOCSTR(__pyx_doc_3_sa_9Alignment_16alignment)},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_Alignment = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.Alignment"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_Alignment), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_Alignment, /*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_Alignment, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_Alignment, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Alignment, /*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_Alignment, /*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_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, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("max"), (PyCFunction)__pyx_pw_3_sa_6BitSet_15max, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_BitSet = {
+ __pyx_pw_3_sa_6BitSet_17__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_6BitSet_19__contains__, /*sq_contains*/
+ 0, /*sq_inplace_concat*/
+ 0, /*sq_inplace_repeat*/
+};
+
+static PyMappingMethods __pyx_tp_as_mapping_BitSet = {
+ __pyx_pw_3_sa_6BitSet_17__len__, /*mp_length*/
+ 0, /*mp_subscript*/
+ 0, /*mp_ass_subscript*/
+};
+
+static PyTypeObject __pyx_type_3_sa_BitSet = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.BitSet"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_BitSet), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_BitSet, /*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_BitSet, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_BitSet, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ __pyx_pw_3_sa_6BitSet_11__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_6BitSet_5__iter__, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_BitSet, /*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_BitSet, /*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_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;
+}
+
+static void __pyx_tp_dealloc_3_sa_TrieMap(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_7TrieMap_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_TrieMap[] = {
+ {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_5insert, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("contains"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_7contains, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("toMap"), (PyCFunction)__pyx_pw_3_sa_7TrieMap_9toMap, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa_TrieMap = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.TrieMap"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_TrieMap), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_TrieMap, /*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_TrieMap, /*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_TrieMap, /*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_8_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_8_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_8_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_8_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_8_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_8_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_8_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_8_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_8_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_arc = 0;
+ p->__pyx_v_dist = 0;
+ p->__pyx_v_node = 0;
+ p->__pyx_v_sym = 0;
+ p->__pyx_v_weight = 0;
+ p->__pyx_t_0 = 0;
+ p->__pyx_t_3 = 0;
+ p->__pyx_t_4 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_8_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_arc);
+ Py_CLEAR(p->__pyx_v_dist);
+ Py_CLEAR(p->__pyx_v_node);
+ Py_CLEAR(p->__pyx_v_sym);
+ Py_CLEAR(p->__pyx_v_weight);
+ Py_CLEAR(p->__pyx_t_0);
+ Py_CLEAR(p->__pyx_t_3);
+ Py_CLEAR(p->__pyx_t_4);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_8_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_8_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_8_genexpr++] = ((struct __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 = (*v)(p->__pyx_t_4, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_8_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_7_decode_lattice *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_arc);
+ p->__pyx_v_arc = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_dist);
+ p->__pyx_v_dist = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_node);
+ p->__pyx_v_node = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_sym);
+ p->__pyx_v_sym = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_weight);
+ p->__pyx_v_weight = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_0);
+ p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_3);
+ p->__pyx_t_3 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_t_4);
+ p->__pyx_t_4 = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_8_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_8_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_8_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_8_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_8_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_8_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_8_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_8_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_8_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *__pyx_freelist_3_sa___pyx_scope_struct_4_make_lattice[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_4_make_lattice(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_4_make_lattice[--__pyx_freecount_3_sa___pyx_scope_struct_4_make_lattice];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice));
+ 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_4_make_lattice *)o);
+ p->__pyx_v_word_ids = 0;
+ 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) {
+ e = (*v)(p->__pyx_v_word_ids, a); if (e) return e;
+ }
+ 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_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* tmp;
+ tmp = ((PyObject*)p->__pyx_v_word_ids);
+ p->__pyx_v_word_ids = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(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_4_make_lattice[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_4_make_lattice = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_4_make_lattice"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __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 (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_Phrase(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_6Phrase_words(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_6Phrase_5words_1__get__(o);
+}
+
+static PyMethodDef __pyx_methods_3_sa_Phrase[] = {
+ {__Pyx_NAMESTR("handle"), (PyCFunction)__pyx_pw_3_sa_6Phrase_7handle, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_3_sa_6Phrase_6handle)},
+ {__Pyx_NAMESTR("strhandle"), (PyCFunction)__pyx_pw_3_sa_6Phrase_9strhandle, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_3_sa_6Phrase_11arity, METH_NOARGS, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getvarpos"), (PyCFunction)__pyx_pw_3_sa_6Phrase_13getvarpos, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getvar"), (PyCFunction)__pyx_pw_3_sa_6Phrase_15getvar, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("clen"), (PyCFunction)__pyx_pw_3_sa_6Phrase_17clen, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("getchunk"), (PyCFunction)__pyx_pw_3_sa_6Phrase_19getchunk, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("subst"), (PyCFunction)__pyx_pw_3_sa_6Phrase_32subst, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static struct PyGetSetDef __pyx_getsets_3_sa_Phrase[] = {
+ {(char *)"words", __pyx_getprop_3_sa_6Phrase_words, 0, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_Phrase = {
+ __pyx_pw_3_sa_6Phrase_25__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ __pyx_sq_item_3_sa_Phrase, /*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_Phrase = {
+ __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, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ __pyx_pw_3_sa_6Phrase_29__iter__, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_Phrase, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_Phrase, /*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_Phrase, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *__pyx_freelist_3_sa___pyx_scope_struct_27___iter__[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_27___iter__ = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_27___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_27___iter__[--__pyx_freecount_3_sa___pyx_scope_struct_27___iter__];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__));
+ PyObject_INIT(o, t);
+ PyObject_GC_Track(o);
+ } else {
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ }
+ p = ((struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)o);
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_27___iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_27___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_27___iter__[__pyx_freecount_3_sa___pyx_scope_struct_27___iter__++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_27___iter__(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)o;
+ if (p->__pyx_v_self) {
+ e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct_27___iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__ *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct_27___iter__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_27___iter__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_27___iter__"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_27___iter__), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_27___iter__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct_27___iter__, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_27___iter__, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_27___iter__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct_27___iter__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *__pyx_freelist_3_sa___pyx_scope_struct____iter__[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct____iter__ = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct____iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct____iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct____iter__)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct____iter__[--__pyx_freecount_3_sa___pyx_scope_struct____iter__];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct____iter__));
+ PyObject_INIT(o, t);
+ PyObject_GC_Track(o);
+ } else {
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ }
+ p = ((struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)o);
+ p->__pyx_v_self = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct____iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_v_self);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct____iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct____iter__))) {
+ __pyx_freelist_3_sa___pyx_scope_struct____iter__[__pyx_freecount_3_sa___pyx_scope_struct____iter__++] = ((struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)o;
+ if (p->__pyx_v_self) {
+ e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa___pyx_scope_struct____iter__(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *p = (struct __pyx_obj_3_sa___pyx_scope_struct____iter__ *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_v_self);
+ p->__pyx_v_self = ((struct __pyx_obj_3_sa_IntList *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyMethodDef __pyx_methods_3_sa___pyx_scope_struct____iter__[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct____iter__ = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct____iter__"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct____iter__), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct____iter__, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #else
+ 0, /*reserved*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
+ 0, /*tp_doc*/
+ __pyx_tp_traverse_3_sa___pyx_scope_struct____iter__, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct____iter__, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct____iter__, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_3_sa___pyx_scope_struct____iter__, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_TrieTable *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_TrieTable *)o);
+ p->root = Py_None; Py_INCREF(Py_None);
+ if (unlikely(__pyx_pw_3_sa_9TrieTable_1__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_TrieTable(PyObject *o) {
+ struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->root);
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static int __pyx_tp_traverse_3_sa_TrieTable(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o;
+ if (p->root) {
+ e = (*v)(p->root, a); if (e) return e;
+ }
+ return 0;
+}
+
+static int __pyx_tp_clear_3_sa_TrieTable(PyObject *o) {
+ struct __pyx_obj_3_sa_TrieTable *p = (struct __pyx_obj_3_sa_TrieTable *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->root);
+ p->root = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ return 0;
+}
+
+static PyObject *__pyx_getprop_3_sa_9TrieTable_extended(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_9TrieTable_8extended_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_9TrieTable_extended(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_9TrieTable_8extended_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_3_sa_9TrieTable_count(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_9TrieTable_5count_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_9TrieTable_count(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ return __pyx_pw_3_sa_9TrieTable_5count_3__set__(o, v);
+ }
+ else {
+ PyErr_SetString(PyExc_NotImplementedError, "__del__");
+ return -1;
+ }
+}
+
+static PyObject *__pyx_getprop_3_sa_9TrieTable_root(PyObject *o, CYTHON_UNUSED void *x) {
+ return __pyx_pw_3_sa_9TrieTable_4root_1__get__(o);
+}
+
+static int __pyx_setprop_3_sa_9TrieTable_root(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
+ if (v) {
+ 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
+ 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_TrieTable, /*tp_traverse*/
+ __pyx_tp_clear_3_sa_TrieTable, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa_TrieTable, /*tp_methods*/
+ 0, /*tp_members*/
+ __pyx_getsets_3_sa_TrieTable, /*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_TrieTable, /*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_5_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_5_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_5_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_5_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_5_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_5_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_5_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_5_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v_word = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_5_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v_word);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_5_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_5_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_5_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_5_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v_word) {
+ e = (*v)(p->__pyx_v_word, 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_5_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_4_make_lattice *)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_5_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_5_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_5_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_5_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_5_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_5_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_5_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_5_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_5_genexpr, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ #if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+ #endif
+};
+
+static struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *__pyx_freelist_3_sa___pyx_scope_struct_10_genexpr[8];
+static int __pyx_freecount_3_sa___pyx_scope_struct_10_genexpr = 0;
+
+static PyObject *__pyx_tp_new_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *p;
+ PyObject *o;
+ if (likely((__pyx_freecount_3_sa___pyx_scope_struct_10_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr)))) {
+ o = (PyObject*)__pyx_freelist_3_sa___pyx_scope_struct_10_genexpr[--__pyx_freecount_3_sa___pyx_scope_struct_10_genexpr];
+ memset(o, 0, sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_10_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_10_genexpr *)o);
+ p->__pyx_outer_scope = 0;
+ p->__pyx_v__ = 0;
+ p->__pyx_v_sym = 0;
+ p->__pyx_t_0 = 0;
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa___pyx_scope_struct_10_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *)o;
+ PyObject_GC_UnTrack(o);
+ Py_CLEAR(p->__pyx_outer_scope);
+ Py_CLEAR(p->__pyx_v__);
+ Py_CLEAR(p->__pyx_v_sym);
+ Py_CLEAR(p->__pyx_t_0);
+ if ((__pyx_freecount_3_sa___pyx_scope_struct_10_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr))) {
+ __pyx_freelist_3_sa___pyx_scope_struct_10_genexpr[__pyx_freecount_3_sa___pyx_scope_struct_10_genexpr++] = ((struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *)o);
+ } else {
+ (*Py_TYPE(o)->tp_free)(o);
+ }
+}
+
+static int __pyx_tp_traverse_3_sa___pyx_scope_struct_10_genexpr(PyObject *o, visitproc v, void *a) {
+ int e;
+ struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *)o;
+ if (p->__pyx_outer_scope) {
+ e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
+ }
+ if (p->__pyx_v__) {
+ e = (*v)(p->__pyx_v__, 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_10_genexpr(PyObject *o) {
+ struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *p = (struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr *)o;
+ PyObject* tmp;
+ tmp = ((PyObject*)p->__pyx_outer_scope);
+ p->__pyx_outer_scope = ((struct __pyx_obj_3_sa___pyx_scope_struct_9_decode_sentence *)Py_None); Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v__);
+ p->__pyx_v__ = Py_None; Py_INCREF(Py_None);
+ Py_XDECREF(tmp);
+ tmp = ((PyObject*)p->__pyx_v_sym);
+ p->__pyx_v_sym = 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_10_genexpr[] = {
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_3_sa___pyx_scope_struct_10_genexpr = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.__pyx_scope_struct_10_genexpr"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa___pyx_scope_struct_10_genexpr), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa___pyx_scope_struct_10_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_10_genexpr, /*tp_traverse*/
+ __pyx_tp_clear_3_sa___pyx_scope_struct_10_genexpr, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_3_sa___pyx_scope_struct_10_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_10_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_FloatList __pyx_vtable_3_sa_FloatList;
+
+static PyObject *__pyx_tp_new_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k) {
+ struct __pyx_obj_3_sa_FloatList *p;
+ PyObject *o;
+ o = (*t->tp_alloc)(t, 0);
+ if (unlikely(!o)) return 0;
+ p = ((struct __pyx_obj_3_sa_FloatList *)o);
+ p->__pyx_vtab = __pyx_vtabptr_3_sa_FloatList;
+ if (unlikely(__pyx_pw_3_sa_9FloatList_1__cinit__(o, a, k) < 0)) {
+ Py_DECREF(o); o = 0;
+ }
+ return o;
+}
+
+static void __pyx_tp_dealloc_3_sa_FloatList(PyObject *o) {
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_3_sa_9FloatList_3__dealloc__(o);
+ if (PyErr_Occurred()) PyErr_WriteUnraisable(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+static PyObject *__pyx_sq_item_3_sa_FloatList(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_FloatList(PyObject *o, PyObject *i, PyObject *v) {
+ if (v) {
+ return __pyx_pw_3_sa_9FloatList_7__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_FloatList[] = {
+ {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_3_sa_9FloatList_11append, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_3_sa_9FloatList_13write, METH_O, __Pyx_DOCSTR(0)},
+ {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_3_sa_9FloatList_15read, METH_O, __Pyx_DOCSTR(0)},
+ {0, 0, 0, 0}
+};
+
+static PySequenceMethods __pyx_tp_as_sequence_FloatList = {
+ __pyx_pw_3_sa_9FloatList_9__len__, /*sq_length*/
+ 0, /*sq_concat*/
+ 0, /*sq_repeat*/
+ __pyx_sq_item_3_sa_FloatList, /*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_FloatList = {
+ __pyx_pw_3_sa_9FloatList_9__len__, /*mp_length*/
+ __pyx_pw_3_sa_9FloatList_5__getitem__, /*mp_subscript*/
+ __pyx_mp_ass_subscript_3_sa_FloatList, /*mp_ass_subscript*/
+};
+
+static PyTypeObject __pyx_type_3_sa_FloatList = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("_sa.FloatList"), /*tp_name*/
+ sizeof(struct __pyx_obj_3_sa_FloatList), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_3_sa_FloatList, /*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_FloatList, /*tp_as_sequence*/
+ &__pyx_tp_as_mapping_FloatList, /*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_FloatList, /*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_FloatList, /*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 PyMethodDef __pyx_methods[] = {
+ {0, 0, 0, 0}
+};
+
+#if PY_MAJOR_VERSION >= 3
+static struct PyModuleDef __pyx_moduledef = {
+ #if PY_VERSION_HEX < 0x03020000
+ { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
+ #else
+ PyModuleDef_HEAD_INIT,
+ #endif
+ __Pyx_NAMESTR("_sa"),
+ 0, /* m_doc */
+ -1, /* m_size */
+ __pyx_methods /* m_methods */,
+ NULL, /* m_reload */
+ NULL, /* m_traverse */
+ NULL, /* m_clear */
+ NULL /* m_free */
+};
+#endif
+
+static __Pyx_StringTabEntry __pyx_string_tab[] = {
+ {&__pyx_kp_s_1, __pyx_k_1, sizeof(__pyx_k_1), 0, 0, 1, 0},
+ {&__pyx_kp_s_10, __pyx_k_10, sizeof(__pyx_k_10), 0, 0, 1, 0},
+ {&__pyx_kp_s_102, __pyx_k_102, sizeof(__pyx_k_102), 0, 0, 1, 0},
+ {&__pyx_kp_s_103, __pyx_k_103, sizeof(__pyx_k_103), 0, 0, 1, 0},
+ {&__pyx_n_s_105, __pyx_k_105, sizeof(__pyx_k_105), 0, 0, 1, 1},
+ {&__pyx_n_s_106, __pyx_k_106, sizeof(__pyx_k_106), 0, 0, 1, 1},
+ {&__pyx_kp_s_108, __pyx_k_108, sizeof(__pyx_k_108), 0, 0, 1, 0},
+ {&__pyx_n_s_110, __pyx_k_110, sizeof(__pyx_k_110), 0, 0, 1, 1},
+ {&__pyx_kp_s_111, __pyx_k_111, sizeof(__pyx_k_111), 0, 0, 1, 0},
+ {&__pyx_kp_s_112, __pyx_k_112, sizeof(__pyx_k_112), 0, 0, 1, 0},
+ {&__pyx_kp_s_113, __pyx_k_113, sizeof(__pyx_k_113), 0, 0, 1, 0},
+ {&__pyx_kp_s_114, __pyx_k_114, sizeof(__pyx_k_114), 0, 0, 1, 0},
+ {&__pyx_kp_s_115, __pyx_k_115, sizeof(__pyx_k_115), 0, 0, 1, 0},
+ {&__pyx_kp_s_116, __pyx_k_116, sizeof(__pyx_k_116), 0, 0, 1, 0},
+ {&__pyx_kp_s_117, __pyx_k_117, sizeof(__pyx_k_117), 0, 0, 1, 0},
+ {&__pyx_kp_s_118, __pyx_k_118, sizeof(__pyx_k_118), 0, 0, 1, 0},
+ {&__pyx_kp_s_119, __pyx_k_119, sizeof(__pyx_k_119), 0, 0, 1, 0},
+ {&__pyx_kp_s_120, __pyx_k_120, sizeof(__pyx_k_120), 0, 0, 1, 0},
+ {&__pyx_kp_s_121, __pyx_k_121, sizeof(__pyx_k_121), 0, 0, 1, 0},
+ {&__pyx_n_s_122, __pyx_k_122, sizeof(__pyx_k_122), 0, 0, 1, 1},
+ {&__pyx_kp_s_123, __pyx_k_123, sizeof(__pyx_k_123), 0, 0, 1, 0},
+ {&__pyx_n_s_124, __pyx_k_124, sizeof(__pyx_k_124), 0, 0, 1, 1},
+ {&__pyx_kp_s_125, __pyx_k_125, sizeof(__pyx_k_125), 0, 0, 1, 0},
+ {&__pyx_n_s_127, __pyx_k_127, sizeof(__pyx_k_127), 0, 0, 1, 1},
+ {&__pyx_n_s_128, __pyx_k_128, sizeof(__pyx_k_128), 0, 0, 1, 1},
+ {&__pyx_kp_s_129, __pyx_k_129, sizeof(__pyx_k_129), 0, 0, 1, 0},
+ {&__pyx_kp_s_130, __pyx_k_130, sizeof(__pyx_k_130), 0, 0, 1, 0},
+ {&__pyx_kp_s_131, __pyx_k_131, sizeof(__pyx_k_131), 0, 0, 1, 0},
+ {&__pyx_kp_s_132, __pyx_k_132, sizeof(__pyx_k_132), 0, 0, 1, 0},
+ {&__pyx_kp_s_133, __pyx_k_133, sizeof(__pyx_k_133), 0, 0, 1, 0},
+ {&__pyx_kp_s_134, __pyx_k_134, sizeof(__pyx_k_134), 0, 0, 1, 0},
+ {&__pyx_kp_s_135, __pyx_k_135, sizeof(__pyx_k_135), 0, 0, 1, 0},
+ {&__pyx_kp_s_136, __pyx_k_136, sizeof(__pyx_k_136), 0, 0, 1, 0},
+ {&__pyx_kp_s_137, __pyx_k_137, sizeof(__pyx_k_137), 0, 0, 1, 0},
+ {&__pyx_kp_s_138, __pyx_k_138, sizeof(__pyx_k_138), 0, 0, 1, 0},
+ {&__pyx_kp_s_139, __pyx_k_139, sizeof(__pyx_k_139), 0, 0, 1, 0},
+ {&__pyx_kp_s_14, __pyx_k_14, sizeof(__pyx_k_14), 0, 0, 1, 0},
+ {&__pyx_kp_s_143, __pyx_k_143, sizeof(__pyx_k_143), 0, 0, 1, 0},
+ {&__pyx_n_s_144, __pyx_k_144, sizeof(__pyx_k_144), 0, 0, 1, 1},
+ {&__pyx_n_s_146, __pyx_k_146, sizeof(__pyx_k_146), 0, 0, 1, 1},
+ {&__pyx_kp_s_149, __pyx_k_149, sizeof(__pyx_k_149), 0, 0, 1, 0},
+ {&__pyx_kp_s_15, __pyx_k_15, sizeof(__pyx_k_15), 0, 0, 1, 0},
+ {&__pyx_kp_s_150, __pyx_k_150, sizeof(__pyx_k_150), 0, 0, 1, 0},
+ {&__pyx_kp_s_151, __pyx_k_151, sizeof(__pyx_k_151), 0, 0, 1, 0},
+ {&__pyx_kp_s_153, __pyx_k_153, sizeof(__pyx_k_153), 0, 0, 1, 0},
+ {&__pyx_kp_s_157, __pyx_k_157, sizeof(__pyx_k_157), 0, 0, 1, 0},
+ {&__pyx_n_s_163, __pyx_k_163, sizeof(__pyx_k_163), 0, 0, 1, 1},
+ {&__pyx_n_s_166, __pyx_k_166, sizeof(__pyx_k_166), 0, 0, 1, 1},
+ {&__pyx_kp_s_167, __pyx_k_167, sizeof(__pyx_k_167), 0, 0, 1, 0},
+ {&__pyx_kp_s_169, __pyx_k_169, sizeof(__pyx_k_169), 0, 0, 1, 0},
+ {&__pyx_kp_s_172, __pyx_k_172, sizeof(__pyx_k_172), 0, 0, 1, 0},
+ {&__pyx_kp_s_176, __pyx_k_176, sizeof(__pyx_k_176), 0, 0, 1, 0},
+ {&__pyx_kp_s_19, __pyx_k_19, sizeof(__pyx_k_19), 0, 0, 1, 0},
+ {&__pyx_kp_s_2, __pyx_k_2, sizeof(__pyx_k_2), 0, 0, 1, 0},
+ {&__pyx_kp_s_23, __pyx_k_23, sizeof(__pyx_k_23), 0, 0, 1, 0},
+ {&__pyx_kp_s_27, __pyx_k_27, sizeof(__pyx_k_27), 0, 0, 1, 0},
+ {&__pyx_n_s_29, __pyx_k_29, sizeof(__pyx_k_29), 0, 0, 1, 1},
+ {&__pyx_kp_s_3, __pyx_k_3, sizeof(__pyx_k_3), 0, 0, 1, 0},
+ {&__pyx_kp_s_33, __pyx_k_33, sizeof(__pyx_k_33), 0, 0, 1, 0},
+ {&__pyx_kp_s_37, __pyx_k_37, sizeof(__pyx_k_37), 0, 0, 1, 0},
+ {&__pyx_kp_s_4, __pyx_k_4, sizeof(__pyx_k_4), 0, 0, 1, 0},
+ {&__pyx_kp_s_44, __pyx_k_44, sizeof(__pyx_k_44), 0, 0, 1, 0},
+ {&__pyx_kp_s_47, __pyx_k_47, sizeof(__pyx_k_47), 0, 0, 1, 0},
+ {&__pyx_kp_s_48, __pyx_k_48, sizeof(__pyx_k_48), 0, 0, 1, 0},
+ {&__pyx_kp_s_5, __pyx_k_5, sizeof(__pyx_k_5), 0, 0, 1, 0},
+ {&__pyx_kp_s_50, __pyx_k_50, sizeof(__pyx_k_50), 0, 0, 1, 0},
+ {&__pyx_kp_s_52, __pyx_k_52, sizeof(__pyx_k_52), 0, 0, 1, 0},
+ {&__pyx_kp_s_54, __pyx_k_54, sizeof(__pyx_k_54), 0, 0, 1, 0},
+ {&__pyx_kp_s_58, __pyx_k_58, sizeof(__pyx_k_58), 0, 0, 1, 0},
+ {&__pyx_kp_s_6, __pyx_k_6, sizeof(__pyx_k_6), 0, 0, 1, 0},
+ {&__pyx_kp_s_60, __pyx_k_60, sizeof(__pyx_k_60), 0, 0, 1, 0},
+ {&__pyx_kp_s_61, __pyx_k_61, sizeof(__pyx_k_61), 0, 0, 1, 0},
+ {&__pyx_kp_s_62, __pyx_k_62, sizeof(__pyx_k_62), 0, 0, 1, 0},
+ {&__pyx_kp_s_64, __pyx_k_64, sizeof(__pyx_k_64), 0, 0, 1, 0},
+ {&__pyx_kp_s_66, __pyx_k_66, sizeof(__pyx_k_66), 0, 0, 1, 0},
+ {&__pyx_kp_s_67, __pyx_k_67, sizeof(__pyx_k_67), 0, 0, 1, 0},
+ {&__pyx_kp_s_68, __pyx_k_68, sizeof(__pyx_k_68), 0, 0, 1, 0},
+ {&__pyx_kp_s_69, __pyx_k_69, sizeof(__pyx_k_69), 0, 0, 1, 0},
+ {&__pyx_kp_s_7, __pyx_k_7, sizeof(__pyx_k_7), 0, 0, 1, 0},
+ {&__pyx_kp_s_70, __pyx_k_70, sizeof(__pyx_k_70), 0, 0, 1, 0},
+ {&__pyx_kp_s_71, __pyx_k_71, sizeof(__pyx_k_71), 0, 0, 1, 0},
+ {&__pyx_n_s_72, __pyx_k_72, sizeof(__pyx_k_72), 0, 0, 1, 1},
+ {&__pyx_n_s_73, __pyx_k_73, sizeof(__pyx_k_73), 0, 0, 1, 1},
+ {&__pyx_kp_s_74, __pyx_k_74, sizeof(__pyx_k_74), 0, 0, 1, 0},
+ {&__pyx_kp_s_76, __pyx_k_76, sizeof(__pyx_k_76), 0, 0, 1, 0},
+ {&__pyx_kp_s_78, __pyx_k_78, sizeof(__pyx_k_78), 0, 0, 1, 0},
+ {&__pyx_kp_s_8, __pyx_k_8, sizeof(__pyx_k_8), 0, 0, 1, 0},
+ {&__pyx_kp_s_80, __pyx_k_80, sizeof(__pyx_k_80), 0, 0, 1, 0},
+ {&__pyx_kp_s_85, __pyx_k_85, sizeof(__pyx_k_85), 0, 0, 1, 0},
+ {&__pyx_kp_s_86, __pyx_k_86, sizeof(__pyx_k_86), 0, 0, 1, 0},
+ {&__pyx_kp_s_87, __pyx_k_87, sizeof(__pyx_k_87), 0, 0, 1, 0},
+ {&__pyx_kp_s_88, __pyx_k_88, sizeof(__pyx_k_88), 0, 0, 1, 0},
+ {&__pyx_kp_s_89, __pyx_k_89, sizeof(__pyx_k_89), 0, 0, 1, 0},
+ {&__pyx_kp_s_9, __pyx_k_9, sizeof(__pyx_k_9), 0, 0, 1, 0},
+ {&__pyx_kp_s_90, __pyx_k_90, sizeof(__pyx_k_90), 0, 0, 1, 0},
+ {&__pyx_kp_s_91, __pyx_k_91, sizeof(__pyx_k_91), 0, 0, 1, 0},
+ {&__pyx_kp_s_92, __pyx_k_92, sizeof(__pyx_k_92), 0, 0, 1, 0},
+ {&__pyx_kp_s_93, __pyx_k_93, sizeof(__pyx_k_93), 0, 0, 1, 0},
+ {&__pyx_kp_s_94, __pyx_k_94, sizeof(__pyx_k_94), 0, 0, 1, 0},
+ {&__pyx_kp_s_96, __pyx_k_96, sizeof(__pyx_k_96), 0, 0, 1, 0},
+ {&__pyx_kp_s_97, __pyx_k_97, sizeof(__pyx_k_97), 0, 0, 1, 0},
+ {&__pyx_kp_s__0, __pyx_k__0, sizeof(__pyx_k__0), 0, 0, 1, 0},
+ {&__pyx_kp_s__1, __pyx_k__1, sizeof(__pyx_k__1), 0, 0, 1, 0},
+ {&__pyx_n_s__Counter, __pyx_k__Counter, sizeof(__pyx_k__Counter), 0, 0, 1, 1},
+ {&__pyx_n_s__E, __pyx_k__E, sizeof(__pyx_k__E), 0, 0, 1, 1},
+ {&__pyx_n_s__END_OF_FILE, __pyx_k__END_OF_FILE, sizeof(__pyx_k__END_OF_FILE), 0, 0, 1, 1},
+ {&__pyx_n_s__END_OF_LINE, __pyx_k__END_OF_LINE, sizeof(__pyx_k__END_OF_LINE), 0, 0, 1, 1},
+ {&__pyx_n_s__Exception, __pyx_k__Exception, sizeof(__pyx_k__Exception), 0, 0, 1, 1},
+ {&__pyx_n_s__F, __pyx_k__F, sizeof(__pyx_k__F), 0, 0, 1, 1},
+ {&__pyx_n_s__FE, __pyx_k__FE, sizeof(__pyx_k__FE), 0, 0, 1, 1},
+ {&__pyx_n_s__FeatureContext, __pyx_k__FeatureContext, sizeof(__pyx_k__FeatureContext), 0, 0, 1, 1},
+ {&__pyx_n_s__GzipFile, __pyx_k__GzipFile, sizeof(__pyx_k__GzipFile), 0, 0, 1, 1},
+ {&__pyx_n_s__INCREMENT, __pyx_k__INCREMENT, sizeof(__pyx_k__INCREMENT), 0, 0, 1, 1},
+ {&__pyx_n_s__INITIAL_CAPACITY, __pyx_k__INITIAL_CAPACITY, sizeof(__pyx_k__INITIAL_CAPACITY), 0, 0, 1, 1},
+ {&__pyx_n_s__IndexError, __pyx_k__IndexError, sizeof(__pyx_k__IndexError), 0, 0, 1, 1},
+ {&__pyx_n_s__NULL, __pyx_k__NULL, sizeof(__pyx_k__NULL), 0, 0, 1, 1},
+ {&__pyx_n_s__RUSAGE_SELF, __pyx_k__RUSAGE_SELF, sizeof(__pyx_k__RUSAGE_SELF), 0, 0, 1, 1},
+ {&__pyx_n_s__StopIteration, __pyx_k__StopIteration, sizeof(__pyx_k__StopIteration), 0, 0, 1, 1},
+ {&__pyx_n_s__TypeError, __pyx_k__TypeError, sizeof(__pyx_k__TypeError), 0, 0, 1, 1},
+ {&__pyx_n_s__ValueError, __pyx_k__ValueError, sizeof(__pyx_k__ValueError), 0, 0, 1, 1},
+ {&__pyx_n_s____enter__, __pyx_k____enter__, sizeof(__pyx_k____enter__), 0, 0, 1, 1},
+ {&__pyx_n_s____exit__, __pyx_k____exit__, sizeof(__pyx_k____exit__), 0, 0, 1, 1},
+ {&__pyx_n_s____import__, __pyx_k____import__, sizeof(__pyx_k____import__), 0, 0, 1, 1},
+ {&__pyx_n_s____main__, __pyx_k____main__, sizeof(__pyx_k____main__), 0, 0, 1, 1},
+ {&__pyx_n_s____name__, __pyx_k____name__, sizeof(__pyx_k____name__), 0, 0, 1, 1},
+ {&__pyx_n_s____pyx_vtable__, __pyx_k____pyx_vtable__, sizeof(__pyx_k____pyx_vtable__), 0, 0, 1, 1},
+ {&__pyx_n_s____test__, __pyx_k____test__, sizeof(__pyx_k____test__), 0, 0, 1, 1},
+ {&__pyx_n_s___columns, __pyx_k___columns, sizeof(__pyx_k___columns), 0, 0, 1, 1},
+ {&__pyx_n_s___doquicksort, __pyx_k___doquicksort, sizeof(__pyx_k___doquicksort), 0, 0, 1, 1},
+ {&__pyx_n_s___sa, __pyx_k___sa, sizeof(__pyx_k___sa), 0, 0, 1, 1},
+ {&__pyx_n_s__a, __pyx_k__a, sizeof(__pyx_k__a), 0, 0, 1, 1},
+ {&__pyx_n_s__advance, __pyx_k__advance, sizeof(__pyx_k__advance), 0, 0, 1, 1},
+ {&__pyx_n_s__al, __pyx_k__al, sizeof(__pyx_k__al), 0, 0, 1, 1},
+ {&__pyx_n_s__alignment, __pyx_k__alignment, sizeof(__pyx_k__alignment), 0, 0, 1, 1},
+ {&__pyx_n_s__alignments, __pyx_k__alignments, sizeof(__pyx_k__alignments), 0, 0, 1, 1},
+ {&__pyx_n_s__alphabet_size, __pyx_k__alphabet_size, sizeof(__pyx_k__alphabet_size), 0, 0, 1, 1},
+ {&__pyx_n_s__append, __pyx_k__append, sizeof(__pyx_k__append), 0, 0, 1, 1},
+ {&__pyx_n_s__args, __pyx_k__args, sizeof(__pyx_k__args), 0, 0, 1, 1},
+ {&__pyx_n_s__arity, __pyx_k__arity, sizeof(__pyx_k__arity), 0, 0, 1, 1},
+ {&__pyx_n_s__arr, __pyx_k__arr, sizeof(__pyx_k__arr), 0, 0, 1, 1},
+ {&__pyx_n_s__arr_high, __pyx_k__arr_high, sizeof(__pyx_k__arr_high), 0, 0, 1, 1},
+ {&__pyx_n_s__arr_low, __pyx_k__arr_low, sizeof(__pyx_k__arr_low), 0, 0, 1, 1},
+ {&__pyx_n_s__bilex_e, __pyx_k__bilex_e, sizeof(__pyx_k__bilex_e), 0, 0, 1, 1},
+ {&__pyx_n_s__bilex_f, __pyx_k__bilex_f, sizeof(__pyx_k__bilex_f), 0, 0, 1, 1},
+ {&__pyx_n_s__bilex_fe, __pyx_k__bilex_fe, sizeof(__pyx_k__bilex_fe), 0, 0, 1, 1},
+ {&__pyx_n_s__by_slack_factor, __pyx_k__by_slack_factor, sizeof(__pyx_k__by_slack_factor), 0, 0, 1, 1},
+ {&__pyx_n_s__category, __pyx_k__category, sizeof(__pyx_k__category), 0, 0, 1, 1},
+ {&__pyx_n_s__chain, __pyx_k__chain, sizeof(__pyx_k__chain), 0, 0, 1, 1},
+ {&__pyx_n_s__children, __pyx_k__children, sizeof(__pyx_k__children), 0, 0, 1, 1},
+ {&__pyx_n_s__close, __pyx_k__close, sizeof(__pyx_k__close), 0, 0, 1, 1},
+ {&__pyx_n_s__cmp, __pyx_k__cmp, sizeof(__pyx_k__cmp), 0, 0, 1, 1},
+ {&__pyx_n_s__col, __pyx_k__col, sizeof(__pyx_k__col), 0, 0, 1, 1},
+ {&__pyx_n_s__collect, __pyx_k__collect, sizeof(__pyx_k__collect), 0, 0, 1, 1},
+ {&__pyx_n_s__collections, __pyx_k__collections, sizeof(__pyx_k__collections), 0, 0, 1, 1},
+ {&__pyx_n_s__curr_idx, __pyx_k__curr_idx, sizeof(__pyx_k__curr_idx), 0, 0, 1, 1},
+ {&__pyx_n_s__debug, __pyx_k__debug, sizeof(__pyx_k__debug), 0, 0, 1, 1},
+ {&__pyx_n_s__decode_lattice, __pyx_k__decode_lattice, sizeof(__pyx_k__decode_lattice), 0, 0, 1, 1},
+ {&__pyx_n_s__decode_sentence, __pyx_k__decode_sentence, sizeof(__pyx_k__decode_sentence), 0, 0, 1, 1},
+ {&__pyx_n_s__decode_words, __pyx_k__decode_words, sizeof(__pyx_k__decode_words), 0, 0, 1, 1},
+ {&__pyx_n_s__defaultdict, __pyx_k__defaultdict, sizeof(__pyx_k__defaultdict), 0, 0, 1, 1},
+ {&__pyx_n_s__dist, __pyx_k__dist, sizeof(__pyx_k__dist), 0, 0, 1, 1},
+ {&__pyx_n_s__dump_online_rules, __pyx_k__dump_online_rules, sizeof(__pyx_k__dump_online_rules), 0, 0, 1, 1},
+ {&__pyx_n_s__e, __pyx_k__e, sizeof(__pyx_k__e), 0, 0, 1, 1},
+ {&__pyx_n_s__e_i, __pyx_k__e_i, sizeof(__pyx_k__e_i), 0, 0, 1, 1},
+ {&__pyx_n_s__e_j, __pyx_k__e_j, sizeof(__pyx_k__e_j), 0, 0, 1, 1},
+ {&__pyx_n_s__e_span, __pyx_k__e_span, sizeof(__pyx_k__e_span), 0, 0, 1, 1},
+ {&__pyx_n_s__e_text, __pyx_k__e_text, sizeof(__pyx_k__e_text), 0, 0, 1, 1},
+ {&__pyx_n_s__e_words, __pyx_k__e_words, sizeof(__pyx_k__e_words), 0, 0, 1, 1},
+ {&__pyx_n_s__earray, __pyx_k__earray, sizeof(__pyx_k__earray), 0, 0, 1, 1},
+ {&__pyx_n_s__edarray, __pyx_k__edarray, sizeof(__pyx_k__edarray), 0, 0, 1, 1},
+ {&__pyx_n_s__encode_words, __pyx_k__encode_words, sizeof(__pyx_k__encode_words), 0, 0, 1, 1},
+ {&__pyx_n_s__end, __pyx_k__end, sizeof(__pyx_k__end), 0, 0, 1, 1},
+ {&__pyx_n_s__enumerate, __pyx_k__enumerate, sizeof(__pyx_k__enumerate), 0, 0, 1, 1},
+ {&__pyx_n_s__ephrase, __pyx_k__ephrase, sizeof(__pyx_k__ephrase), 0, 0, 1, 1},
+ {&__pyx_n_s__eword, __pyx_k__eword, sizeof(__pyx_k__eword), 0, 0, 1, 1},
+ {&__pyx_n_s__extend, __pyx_k__extend, sizeof(__pyx_k__extend), 0, 0, 1, 1},
+ {&__pyx_n_s__extended, __pyx_k__extended, sizeof(__pyx_k__extended), 0, 0, 1, 1},
+ {&__pyx_n_s__extract, __pyx_k__extract, sizeof(__pyx_k__extract), 0, 0, 1, 1},
+ {&__pyx_n_s__f, __pyx_k__f, sizeof(__pyx_k__f), 0, 0, 1, 1},
+ {&__pyx_n_s__f_i, __pyx_k__f_i, sizeof(__pyx_k__f_i), 0, 0, 1, 1},
+ {&__pyx_n_s__f_j, __pyx_k__f_j, sizeof(__pyx_k__f_j), 0, 0, 1, 1},
+ {&__pyx_n_s__f_span, __pyx_k__f_span, sizeof(__pyx_k__f_span), 0, 0, 1, 1},
+ {&__pyx_n_s__f_text, __pyx_k__f_text, sizeof(__pyx_k__f_text), 0, 0, 1, 1},
+ {&__pyx_n_s__f_words, __pyx_k__f_words, sizeof(__pyx_k__f_words), 0, 0, 1, 1},
+ {&__pyx_n_s__fcount, __pyx_k__fcount, sizeof(__pyx_k__fcount), 0, 0, 1, 1},
+ {&__pyx_n_s__fe, __pyx_k__fe, sizeof(__pyx_k__fe), 0, 0, 1, 1},
+ {&__pyx_n_s__filename, __pyx_k__filename, sizeof(__pyx_k__filename), 0, 0, 1, 1},
+ {&__pyx_n_s__fmt_rule, __pyx_k__fmt_rule, sizeof(__pyx_k__fmt_rule), 0, 0, 1, 1},
+ {&__pyx_n_s__form_rule, __pyx_k__form_rule, sizeof(__pyx_k__form_rule), 0, 0, 1, 1},
+ {&__pyx_n_s__format, __pyx_k__format, sizeof(__pyx_k__format), 0, 0, 1, 1},
+ {&__pyx_n_s__fphrase, __pyx_k__fphrase, sizeof(__pyx_k__fphrase), 0, 0, 1, 1},
+ {&__pyx_n_s__from_binary, __pyx_k__from_binary, sizeof(__pyx_k__from_binary), 0, 0, 1, 1},
+ {&__pyx_n_s__from_data, __pyx_k__from_data, sizeof(__pyx_k__from_data), 0, 0, 1, 1},
+ {&__pyx_n_s__from_iterable, __pyx_k__from_iterable, sizeof(__pyx_k__from_iterable), 0, 0, 1, 1},
+ {&__pyx_n_s__from_stats, __pyx_k__from_stats, sizeof(__pyx_k__from_stats), 0, 0, 1, 1},
+ {&__pyx_n_s__from_text, __pyx_k__from_text, sizeof(__pyx_k__from_text), 0, 0, 1, 1},
+ {&__pyx_n_s__frontier, __pyx_k__frontier, sizeof(__pyx_k__frontier), 0, 0, 1, 1},
+ {&__pyx_n_s__fsample_count, __pyx_k__fsample_count, sizeof(__pyx_k__fsample_count), 0, 0, 1, 1},
+ {&__pyx_n_s__fsarray, __pyx_k__fsarray, sizeof(__pyx_k__fsarray), 0, 0, 1, 1},
+ {&__pyx_n_s__fword, __pyx_k__fword, sizeof(__pyx_k__fword), 0, 0, 1, 1},
+ {&__pyx_n_s__fwords, __pyx_k__fwords, sizeof(__pyx_k__fwords), 0, 0, 1, 1},
+ {&__pyx_n_s__gc, __pyx_k__gc, sizeof(__pyx_k__gc), 0, 0, 1, 1},
+ {&__pyx_n_s__genexpr, __pyx_k__genexpr, sizeof(__pyx_k__genexpr), 0, 0, 1, 1},
+ {&__pyx_n_s__get, __pyx_k__get, sizeof(__pyx_k__get), 0, 0, 1, 1},
+ {&__pyx_n_s__getLogger, __pyx_k__getLogger, sizeof(__pyx_k__getLogger), 0, 0, 1, 1},
+ {&__pyx_n_s__get_e_id, __pyx_k__get_e_id, sizeof(__pyx_k__get_e_id), 0, 0, 1, 1},
+ {&__pyx_n_s__get_f_id, __pyx_k__get_f_id, sizeof(__pyx_k__get_f_id), 0, 0, 1, 1},
+ {&__pyx_n_s__get_f_phrases, __pyx_k__get_f_phrases, sizeof(__pyx_k__get_f_phrases), 0, 0, 1, 1},
+ {&__pyx_n_s__get_id, __pyx_k__get_id, sizeof(__pyx_k__get_id), 0, 0, 1, 1},
+ {&__pyx_n_s__get_next_states, __pyx_k__get_next_states, sizeof(__pyx_k__get_next_states), 0, 0, 1, 1},
+ {&__pyx_n_s__get_word, __pyx_k__get_word, sizeof(__pyx_k__get_word), 0, 0, 1, 1},
+ {&__pyx_n_s__getchunk, __pyx_k__getchunk, sizeof(__pyx_k__getchunk), 0, 0, 1, 1},
+ {&__pyx_n_s__getrusage, __pyx_k__getrusage, sizeof(__pyx_k__getrusage), 0, 0, 1, 1},
+ {&__pyx_n_s__gzip, __pyx_k__gzip, sizeof(__pyx_k__gzip), 0, 0, 1, 1},
+ {&__pyx_n_s__gzip_or_text, __pyx_k__gzip_or_text, sizeof(__pyx_k__gzip_or_text), 0, 0, 1, 1},
+ {&__pyx_n_s__h, __pyx_k__h, sizeof(__pyx_k__h), 0, 0, 1, 1},
+ {&__pyx_n_s__high, __pyx_k__high, sizeof(__pyx_k__high), 0, 0, 1, 1},
+ {&__pyx_n_s__i, __pyx_k__i, sizeof(__pyx_k__i), 0, 0, 1, 1},
+ {&__pyx_n_s__ifrom, __pyx_k__ifrom, sizeof(__pyx_k__ifrom), 0, 0, 1, 1},
+ {&__pyx_n_s__increment, __pyx_k__increment, sizeof(__pyx_k__increment), 0, 0, 1, 1},
+ {&__pyx_n_s__index, __pyx_k__index, sizeof(__pyx_k__index), 0, 0, 1, 1},
+ {&__pyx_n_s__info, __pyx_k__info, sizeof(__pyx_k__info), 0, 0, 1, 1},
+ {&__pyx_n_s__initial_len, __pyx_k__initial_len, sizeof(__pyx_k__initial_len), 0, 0, 1, 1},
+ {&__pyx_n_s__input_match, __pyx_k__input_match, sizeof(__pyx_k__input_match), 0, 0, 1, 1},
+ {&__pyx_n_s__input_span, __pyx_k__input_span, sizeof(__pyx_k__input_span), 0, 0, 1, 1},
+ {&__pyx_n_s__insert, __pyx_k__insert, sizeof(__pyx_k__insert), 0, 0, 1, 1},
+ {&__pyx_n_s__isa, __pyx_k__isa, sizeof(__pyx_k__isa), 0, 0, 1, 1},
+ {&__pyx_n_s__isvar, __pyx_k__isvar, sizeof(__pyx_k__isvar), 0, 0, 1, 1},
+ {&__pyx_n_s__iteritems, __pyx_k__iteritems, sizeof(__pyx_k__iteritems), 0, 0, 1, 1},
+ {&__pyx_n_s__itertools, __pyx_k__itertools, sizeof(__pyx_k__itertools), 0, 0, 1, 1},
+ {&__pyx_n_s__itervalues, __pyx_k__itervalues, sizeof(__pyx_k__itervalues), 0, 0, 1, 1},
+ {&__pyx_n_s__ito, __pyx_k__ito, sizeof(__pyx_k__ito), 0, 0, 1, 1},
+ {&__pyx_n_s__j, __pyx_k__j, sizeof(__pyx_k__j), 0, 0, 1, 1},
+ {&__pyx_n_s__join, __pyx_k__join, sizeof(__pyx_k__join), 0, 0, 1, 1},
+ {&__pyx_n_s__k, __pyx_k__k, sizeof(__pyx_k__k), 0, 0, 1, 1},
+ {&__pyx_n_s__key, __pyx_k__key, sizeof(__pyx_k__key), 0, 0, 1, 1},
+ {&__pyx_n_s__lattice, __pyx_k__lattice, sizeof(__pyx_k__lattice), 0, 0, 1, 1},
+ {&__pyx_n_s__lex_i, __pyx_k__lex_i, sizeof(__pyx_k__lex_i), 0, 0, 1, 1},
+ {&__pyx_n_s__lex_j, __pyx_k__lex_j, sizeof(__pyx_k__lex_j), 0, 0, 1, 1},
+ {&__pyx_n_s__lhs, __pyx_k__lhs, sizeof(__pyx_k__lhs), 0, 0, 1, 1},
+ {&__pyx_n_s__link, __pyx_k__link, sizeof(__pyx_k__link), 0, 0, 1, 1},
+ {&__pyx_n_s__link_i, __pyx_k__link_i, sizeof(__pyx_k__link_i), 0, 0, 1, 1},
+ {&__pyx_n_s__link_j, __pyx_k__link_j, sizeof(__pyx_k__link_j), 0, 0, 1, 1},
+ {&__pyx_n_s__links, __pyx_k__links, sizeof(__pyx_k__links), 0, 0, 1, 1},
+ {&__pyx_n_s__logger, __pyx_k__logger, sizeof(__pyx_k__logger), 0, 0, 1, 1},
+ {&__pyx_n_s__logging, __pyx_k__logging, sizeof(__pyx_k__logging), 0, 0, 1, 1},
+ {&__pyx_n_s__lookup, __pyx_k__lookup, sizeof(__pyx_k__lookup), 0, 0, 1, 1},
+ {&__pyx_n_s__low, __pyx_k__low, sizeof(__pyx_k__low), 0, 0, 1, 1},
+ {&__pyx_n_s__make_lattice, __pyx_k__make_lattice, sizeof(__pyx_k__make_lattice), 0, 0, 1, 1},
+ {&__pyx_n_s__map, __pyx_k__map, sizeof(__pyx_k__map), 0, 0, 1, 1},
+ {&__pyx_n_s__matches, __pyx_k__matches, sizeof(__pyx_k__matches), 0, 0, 1, 1},
+ {&__pyx_n_s__max, __pyx_k__max, sizeof(__pyx_k__max), 0, 0, 1, 1},
+ {&__pyx_n_s__max_chunks, __pyx_k__max_chunks, sizeof(__pyx_k__max_chunks), 0, 0, 1, 1},
+ {&__pyx_n_s__max_initial_size, __pyx_k__max_initial_size, sizeof(__pyx_k__max_initial_size), 0, 0, 1, 1},
+ {&__pyx_n_s__max_length, __pyx_k__max_length, sizeof(__pyx_k__max_length), 0, 0, 1, 1},
+ {&__pyx_n_s__max_nonterminals, __pyx_k__max_nonterminals, sizeof(__pyx_k__max_nonterminals), 0, 0, 1, 1},
+ {&__pyx_n_s__max_target_chunks, __pyx_k__max_target_chunks, sizeof(__pyx_k__max_target_chunks), 0, 0, 1, 1},
+ {&__pyx_n_s__max_target_length, __pyx_k__max_target_length, sizeof(__pyx_k__max_target_length), 0, 0, 1, 1},
+ {&__pyx_n_s__merge, __pyx_k__merge, sizeof(__pyx_k__merge), 0, 0, 1, 1},
+ {&__pyx_n_s__meta, __pyx_k__meta, sizeof(__pyx_k__meta), 0, 0, 1, 1},
+ {&__pyx_n_s__min_bound, __pyx_k__min_bound, sizeof(__pyx_k__min_bound), 0, 0, 1, 1},
+ {&__pyx_n_s__min_dist, __pyx_k__min_dist, sizeof(__pyx_k__min_dist), 0, 0, 1, 1},
+ {&__pyx_n_s__min_gap_size, __pyx_k__min_gap_size, sizeof(__pyx_k__min_gap_size), 0, 0, 1, 1},
+ {&__pyx_n_s__monitor_cpu, __pyx_k__monitor_cpu, sizeof(__pyx_k__monitor_cpu), 0, 0, 1, 1},
+ {&__pyx_n_s__name, __pyx_k__name, sizeof(__pyx_k__name), 0, 0, 1, 1},
+ {&__pyx_n_s__namedtuple, __pyx_k__namedtuple, sizeof(__pyx_k__namedtuple), 0, 0, 1, 1},
+ {&__pyx_n_s__new_e_i, __pyx_k__new_e_i, sizeof(__pyx_k__new_e_i), 0, 0, 1, 1},
+ {&__pyx_n_s__new_e_j, __pyx_k__new_e_j, sizeof(__pyx_k__new_e_j), 0, 0, 1, 1},
+ {&__pyx_n_s__new_lex_i, __pyx_k__new_lex_i, sizeof(__pyx_k__new_lex_i), 0, 0, 1, 1},
+ {&__pyx_n_s__new_lex_j, __pyx_k__new_lex_j, sizeof(__pyx_k__new_lex_j), 0, 0, 1, 1},
+ {&__pyx_n_s__new_min_bound, __pyx_k__new_min_bound, sizeof(__pyx_k__new_min_bound), 0, 0, 1, 1},
+ {&__pyx_n_s__next_states, __pyx_k__next_states, sizeof(__pyx_k__next_states), 0, 0, 1, 1},
+ {&__pyx_n_s__nt, __pyx_k__nt, sizeof(__pyx_k__nt), 0, 0, 1, 1},
+ {&__pyx_n_s__nt_collision, __pyx_k__nt_collision, sizeof(__pyx_k__nt_collision), 0, 0, 1, 1},
+ {&__pyx_n_s__nt_open, __pyx_k__nt_open, sizeof(__pyx_k__nt_open), 0, 0, 1, 1},
+ {&__pyx_n_s__ntc, __pyx_k__ntc, sizeof(__pyx_k__ntc), 0, 0, 1, 1},
+ {&__pyx_n_s__num_subpatterns, __pyx_k__num_subpatterns, sizeof(__pyx_k__num_subpatterns), 0, 0, 1, 1},
+ {&__pyx_n_s__offset, __pyx_k__offset, sizeof(__pyx_k__offset), 0, 0, 1, 1},
+ {&__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, 1},
+ {&__pyx_n_s__read_binary, __pyx_k__read_binary, sizeof(__pyx_k__read_binary), 0, 0, 1, 1},
+ {&__pyx_n_s__read_bitext, __pyx_k__read_bitext, sizeof(__pyx_k__read_bitext), 0, 0, 1, 1},
+ {&__pyx_n_s__read_text, __pyx_k__read_text, sizeof(__pyx_k__read_text), 0, 0, 1, 1},
+ {&__pyx_n_s__read_text_data, __pyx_k__read_text_data, sizeof(__pyx_k__read_text_data), 0, 0, 1, 1},
+ {&__pyx_n_s__res, __pyx_k__res, sizeof(__pyx_k__res), 0, 0, 1, 1},
+ {&__pyx_n_s__reset, __pyx_k__reset, sizeof(__pyx_k__reset), 0, 0, 1, 1},
+ {&__pyx_n_s__resource, __pyx_k__resource, sizeof(__pyx_k__resource), 0, 0, 1, 1},
+ {&__pyx_n_s__ru_stime, __pyx_k__ru_stime, sizeof(__pyx_k__ru_stime), 0, 0, 1, 1},
+ {&__pyx_n_s__ru_utime, __pyx_k__ru_utime, sizeof(__pyx_k__ru_utime), 0, 0, 1, 1},
+ {&__pyx_n_s__sa, __pyx_k__sa, sizeof(__pyx_k__sa), 0, 0, 1, 1},
+ {&__pyx_n_s__sa_high, __pyx_k__sa_high, sizeof(__pyx_k__sa_high), 0, 0, 1, 1},
+ {&__pyx_n_s__sa_low, __pyx_k__sa_low, sizeof(__pyx_k__sa_low), 0, 0, 1, 1},
+ {&__pyx_n_s__sample, __pyx_k__sample, sizeof(__pyx_k__sample), 0, 0, 1, 1},
+ {&__pyx_n_s__sample_size, __pyx_k__sample_size, sizeof(__pyx_k__sample_size), 0, 0, 1, 1},
+ {&__pyx_n_s__sampler, __pyx_k__sampler, sizeof(__pyx_k__sampler), 0, 0, 1, 1},
+ {&__pyx_n_s__sarray, __pyx_k__sarray, sizeof(__pyx_k__sarray), 0, 0, 1, 1},
+ {&__pyx_n_s__scorer, __pyx_k__scorer, sizeof(__pyx_k__scorer), 0, 0, 1, 1},
+ {&__pyx_n_s__scores, __pyx_k__scores, sizeof(__pyx_k__scores), 0, 0, 1, 1},
+ {&__pyx_n_s__seek, __pyx_k__seek, sizeof(__pyx_k__seek), 0, 0, 1, 1},
+ {&__pyx_n_s__send, __pyx_k__send, sizeof(__pyx_k__send), 0, 0, 1, 1},
+ {&__pyx_n_s__set, __pyx_k__set, sizeof(__pyx_k__set), 0, 0, 1, 1},
+ {&__pyx_n_s__shortest, __pyx_k__shortest, sizeof(__pyx_k__shortest), 0, 0, 1, 1},
+ {&__pyx_n_s__side, __pyx_k__side, sizeof(__pyx_k__side), 0, 0, 1, 1},
+ {&__pyx_n_s__size, __pyx_k__size, sizeof(__pyx_k__size), 0, 0, 1, 1},
+ {&__pyx_n_s__skip, __pyx_k__skip, sizeof(__pyx_k__skip), 0, 0, 1, 1},
+ {&__pyx_n_s__sorted, __pyx_k__sorted, sizeof(__pyx_k__sorted), 0, 0, 1, 1},
+ {&__pyx_n_s__source, __pyx_k__source, sizeof(__pyx_k__source), 0, 0, 1, 1},
+ {&__pyx_n_s__span_check, __pyx_k__span_check, sizeof(__pyx_k__span_check), 0, 0, 1, 1},
+ {&__pyx_n_s__span_dec, __pyx_k__span_dec, sizeof(__pyx_k__span_dec), 0, 0, 1, 1},
+ {&__pyx_n_s__span_inc, __pyx_k__span_inc, sizeof(__pyx_k__span_inc), 0, 0, 1, 1},
+ {&__pyx_n_s__spanlen, __pyx_k__spanlen, sizeof(__pyx_k__spanlen), 0, 0, 1, 1},
+ {&__pyx_n_s__split, __pyx_k__split, sizeof(__pyx_k__split), 0, 0, 1, 1},
+ {&__pyx_n_s__start, __pyx_k__start, sizeof(__pyx_k__start), 0, 0, 1, 1},
+ {&__pyx_n_s__stats, __pyx_k__stats, sizeof(__pyx_k__stats), 0, 0, 1, 1},
+ {&__pyx_n_s__stop, __pyx_k__stop, sizeof(__pyx_k__stop), 0, 0, 1, 1},
+ {&__pyx_n_s__suffix_link, __pyx_k__suffix_link, sizeof(__pyx_k__suffix_link), 0, 0, 1, 1},
+ {&__pyx_n_s__sym, __pyx_k__sym, sizeof(__pyx_k__sym), 0, 0, 1, 1},
+ {&__pyx_n_s__syms, __pyx_k__syms, 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 = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_builtin_cmp = __Pyx_GetBuiltinName(__pyx_n_s__cmp); if (!__pyx_builtin_cmp) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_builtin_sorted = __Pyx_GetBuiltinName(__pyx_n_s__sorted); if (!__pyx_builtin_sorted) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 971; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_builtin_max = __Pyx_GetBuiltinName(__pyx_n_s__max); if (!__pyx_builtin_max) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1148; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ return 0;
+ __pyx_L1_error:;
+ return -1;
+}
+
+static int __Pyx_InitCachedConstants(void) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":20
+ * 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)
+ */
+ __pyx_k_tuple_11 = PyTuple_Pack(2, __pyx_int_1000, __pyx_int_1000); if (unlikely(!__pyx_k_tuple_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_11);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_11));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":21
+ * 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
+ */
+ __pyx_k_tuple_12 = PyTuple_Pack(2, __pyx_int_1000, __pyx_int_1000); if (unlikely(!__pyx_k_tuple_12)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_12);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_12));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":22
+ * 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:
+ */
+ __pyx_k_tuple_13 = PyTuple_Pack(2, __pyx_int_1000, __pyx_int_1000); if (unlikely(!__pyx_k_tuple_13)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_13);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_13));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":66
+ * f.write("%s " % self.get_word(w_id))
+ * if w_id == 1:
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def read_text(self, char* filename):
+ */
+ __pyx_k_tuple_16 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_16)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_16);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_16));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":61
+ *
+ * def write_text(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * for w_id in self.data:
+ * if w_id > 1:
+ */
+ __pyx_k_tuple_17 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_17)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_17);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_17));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":69
+ *
+ * def read_text(self, char* filename):
+ * with gzip_or_text(filename) as fp: # <<<<<<<<<<<<<<
+ * self.read_text_data(fp)
+ *
+ */
+ __pyx_k_tuple_18 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_18)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_18);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_18));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":74
+ * def read_bitext(self, char* filename, int side):
+ * with gzip_or_text(filename) as fp:
+ * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<<
+ * self.read_text_data(data)
+ *
+ */
+ __pyx_k_tuple_20 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_19)); if (unlikely(!__pyx_k_tuple_20)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_20);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_20));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":73
+ *
+ * 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)
+ */
+ __pyx_k_tuple_21 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_21)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_21);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_21));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":130
+ * 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)
+ */
+ __pyx_k_slice_22 = PySlice_New(__pyx_int_2, Py_None, Py_None); if (unlikely(!__pyx_k_slice_22)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_slice_22);
+ __Pyx_GIVEREF(__pyx_k_slice_22);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":144
+ * for i in self.data:
+ * f.write("%d " %i)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ * for i in self.sent_index:
+ * f.write("%d " %i)
+ */
+ __pyx_k_tuple_24 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_24)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_24);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_24));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":147
+ * for i in self.sent_index:
+ * f.write("%d " %i)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ * for i in self.sent_id:
+ * f.write("%d " %i)
+ */
+ __pyx_k_tuple_25 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_25);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_25));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":150
+ * 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]))
+ */
+ __pyx_k_tuple_26 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_26)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_26);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_26));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":153
+ * for word in self.id2word:
+ * f.write("%s %d " % (word, self.word2id[word]))
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def write_enhanced(self, char* filename):
+ */
+ __pyx_k_tuple_28 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_28)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_28);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_28));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/data_array.pxi":156
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * self.write_enhanced_handle(self, f)
+ */
+ __pyx_k_tuple_30 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_30)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_30);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_30));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":48
+ *
+ * def __cinit__(self, from_binary=None, from_text=None):
+ * self.links = IntList(1000,1000) # <<<<<<<<<<<<<<
+ * self.sent_index = IntList(1000,1000)
+ * if from_binary:
+ */
+ __pyx_k_tuple_31 = PyTuple_Pack(2, __pyx_int_1000, __pyx_int_1000); if (unlikely(!__pyx_k_tuple_31)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_31);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_31));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":49
+ * 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)
+ */
+ __pyx_k_tuple_32 = PyTuple_Pack(2, __pyx_int_1000, __pyx_int_1000); if (unlikely(!__pyx_k_tuple_32)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_32);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_32));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":61
+ * 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))
+ */
+ __pyx_k_tuple_34 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_33)); if (unlikely(!__pyx_k_tuple_34)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_34);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_34));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":56
+ *
+ * def read_text(self, char* filename):
+ * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<<
+ * for line in f:
+ * self.sent_index.append(len(self.links))
+ */
+ __pyx_k_tuple_35 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_35)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_35);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_35));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":77
+ * 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))
+ */
+ __pyx_k_tuple_36 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_36)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_36);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_36));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":80
+ * sent_num = sent_num + 1
+ * f.write("%d-%d " % self.unlink(link))
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def write_binary(self, char* filename):
+ */
+ __pyx_k_tuple_38 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_38)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_38);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_38));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":73
+ *
+ * def write_text(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * sent_num = 0
+ * for i, link in enumerate(self.links):
+ */
+ __pyx_k_tuple_39 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_39)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_39);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_39));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":94
+ * for link in self.links:
+ * f.write("%d " % link)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ * for i in self.sent_index:
+ * f.write("%d " % i)
+ */
+ __pyx_k_tuple_40 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_40)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_40);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_40));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":97
+ * for i in self.sent_index:
+ * f.write("%d " % i)
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ * def alignment(self, i):
+ */
+ __pyx_k_tuple_41 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_41)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_41);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_41));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/alignment.pxi":90
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * sent_num = 1
+ * for link in self.links:
+ */
+ __pyx_k_tuple_42 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_42)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_42);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_42));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":297
+ *
+ * # Re-read file, placing words into buckets
+ * f.seek(0) # <<<<<<<<<<<<<<
+ * for line in f:
+ * (fword, eword, score1, score2) = line.split()
+ */
+ __pyx_k_tuple_45 = PyTuple_Pack(1, __pyx_int_0); if (unlikely(!__pyx_k_tuple_45)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_45);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_45));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":273
+ *
+ * fcount = IntList()
+ * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<<
+ * # first loop merely establishes size of array objects
+ * for line in f:
+ */
+ __pyx_k_tuple_46 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_46)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_46);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_46));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":339
+ *
+ * if i > j:
+ * raise Exception("Sort error in CLex") # <<<<<<<<<<<<<<
+ * if i == j: #empty interval
+ * return
+ */
+ __pyx_k_tuple_49 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_48)); if (unlikely(!__pyx_k_tuple_49)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_49);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_49));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":362
+ * 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))
+ */
+ __pyx_k_tuple_51 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_51)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_51);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_51));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":365
+ * 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))
+ */
+ __pyx_k_tuple_53 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_53)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_53);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_53));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":368
+ * 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))
+ */
+ __pyx_k_tuple_55 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_55)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_55);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_55));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":371
+ * for i, w in enumerate(self.id2eword):
+ * f.write("%d %s " % (i, w))
+ * f.write("\n") # <<<<<<<<<<<<<<
+ *
+ *
+ */
+ __pyx_k_tuple_56 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_56)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 371; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_56);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_56));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":359
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * for i in self.f_index:
+ * f.write("%d " % i)
+ */
+ __pyx_k_tuple_57 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_57)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_57);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_57));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/bilex.pxi":404
+ * cdef i, N, e_id, f_id
+ *
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * N = len(self.e_index)
+ * f_id = 0
+ */
+ __pyx_k_tuple_59 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_59)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 404; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_59);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_59));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":13
+ * cdef IntList rank
+ *
+ * logger.info("Constructing LCP array") # <<<<<<<<<<<<<<
+ * self.sa = sa
+ * n = self.sa.sa.len
+ */
+ __pyx_k_tuple_63 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_62)); if (unlikely(!__pyx_k_tuple_63)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_63);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_63));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/lcp.pxi":34
+ * if h > 0:
+ * h = h-1
+ * logger.info("LCP array completed") # <<<<<<<<<<<<<<
+ *
+ * def compute_stats(self, int max_n):
+ */
+ __pyx_k_tuple_65 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_64)); if (unlikely(!__pyx_k_tuple_65)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_65);
+ __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 = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_81);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_81));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":400
+ * x = x+1
+ * if len(pattern1) + len(pattern2) + 1 <= self.max_length:
+ * combined_pattern = pattern1 + (-1,) + pattern2 # <<<<<<<<<<<<<<
+ * IJ_set.add(combined_pattern)
+ *
+ */
+ __pyx_k_tuple_82 = PyTuple_Pack(1, __pyx_int_neg_1); if (unlikely(!__pyx_k_tuple_82)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 400; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_82);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_82));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":407
+ * 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
+ */
+ __pyx_k_tuple_83 = PyTuple_Pack(1, __pyx_int_neg_1); if (unlikely(!__pyx_k_tuple_83)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_83);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_83));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/precomputation.pxi":409
+ * combined_pattern = pattern1 + (-1,) + pattern2
+ * IJ_set.add(combined_pattern)
+ * combined_pattern = pattern2 + (-1,) + pattern1 # <<<<<<<<<<<<<<
+ * IJ_set.add(combined_pattern)
+ *
+ */
+ __pyx_k_tuple_84 = PyTuple_Pack(1, __pyx_int_neg_1); if (unlikely(!__pyx_k_tuple_84)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_84);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_84));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":94
+ *
+ * '''Step 3: read off suffix array from inverse suffix array'''
+ * logger.info(" Finalizing sort...") # <<<<<<<<<<<<<<
+ * for i from 0 <= i < N:
+ * j = isa.arr[i]
+ */
+ __pyx_k_tuple_95 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_94)); if (unlikely(!__pyx_k_tuple_95)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_95);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_95));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":193
+ * 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)
+ */
+ __pyx_k_tuple_98 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_98)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_98);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_98));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":196
+ * 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):
+ */
+ __pyx_k_tuple_99 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_99)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_99);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_99));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/suffix_array.pxi":189
+ *
+ * def write_enhanced(self, char* filename):
+ * with open(filename, "w") as f: # <<<<<<<<<<<<<<
+ * self.darray.write_enhanced_handle(f)
+ * for a_i in self.sa:
+ */
+ __pyx_k_tuple_100 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_100)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_100);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_100));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":119
+ * logger.info("Sampling strategy: uniform, max sample size = %d", sample_size)
+ * else:
+ * logger.info("Sampling strategy: no sampling") # <<<<<<<<<<<<<<
+ *
+ * def sample(self, PhraseLocation phrase_location):
+ */
+ __pyx_k_tuple_104 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_103)); if (unlikely(!__pyx_k_tuple_104)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_104);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_104));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":339
+ * self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+ * if alignment is None:
+ * raise Exception("Must specify an alignment object") # <<<<<<<<<<<<<<
+ * self.alignment = alignment
+ *
+ */
+ __pyx_k_tuple_109 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_108)); if (unlikely(!__pyx_k_tuple_109)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_109);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_109));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1064
+ * else:
+ * #ERROR: We never get here
+ * raise Exception("Keyword trie error") # <<<<<<<<<<<<<<
+ * # checking whether lookup_required
+ * if lookup_required:
+ */
+ __pyx_k_tuple_126 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_125)); if (unlikely(!__pyx_k_tuple_126)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_126);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_126));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1982
+ * 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]:
+ */
+ __pyx_k_slice_140 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_slice_140)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_slice_140);
+ __Pyx_GIVEREF(__pyx_k_slice_140);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":1919
+ * # 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:
+ */
+ __pyx_k_tuple_141 = PyTuple_Pack(19, ((PyObject *)__pyx_n_s__f_i), ((PyObject *)__pyx_n_s__f_j), ((PyObject *)__pyx_n_s__e_i), ((PyObject *)__pyx_n_s__e_j), ((PyObject *)__pyx_n_s__min_bound), ((PyObject *)__pyx_n_s__wc), ((PyObject *)__pyx_n_s__links), ((PyObject *)__pyx_n_s__nt), ((PyObject *)__pyx_n_s__nt_open), ((PyObject *)__pyx_n_s__link_i), ((PyObject *)__pyx_n_s__link_j), ((PyObject *)__pyx_n_s__new_e_i), ((PyObject *)__pyx_n_s__new_e_j), ((PyObject *)__pyx_n_s__new_min_bound), ((PyObject *)__pyx_n_s__i), ((PyObject *)__pyx_n_s__nt_collision), ((PyObject *)__pyx_n_s__link), ((PyObject *)__pyx_n_s__plus_links), ((PyObject *)__pyx_n_s__old_last_nt)); if (unlikely(!__pyx_k_tuple_141)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_141);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_141));
+ __pyx_k_codeobj_142 = (PyObject*)__Pyx_PyCode_New(9, 0, 19, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_141, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_143, __pyx_n_s__extract, 1919, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_142)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1919; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2039
+ * # 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
+ */
+ __pyx_k_slice_145 = PySlice_New(Py_None, __pyx_int_3, Py_None); if (unlikely(!__pyx_k_slice_145)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2039; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_slice_145);
+ __Pyx_GIVEREF(__pyx_k_slice_145);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2059
+ * # 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:
+ */
+ __pyx_k_slice_147 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_slice_147)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2059; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_slice_147);
+ __Pyx_GIVEREF(__pyx_k_slice_147);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2069
+ * 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:
+ */
+ __pyx_k_slice_148 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_slice_148)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_slice_148);
+ __Pyx_GIVEREF(__pyx_k_slice_148);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2126
+ * # Debugging
+ * def dump_online_stats(self):
+ * logger.info('------------------------------') # <<<<<<<<<<<<<<
+ * logger.info(' Online Stats ')
+ * logger.info('------------------------------')
+ */
+ __pyx_k_tuple_152 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_151)); if (unlikely(!__pyx_k_tuple_152)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_152);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_152));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2127
+ * def dump_online_stats(self):
+ * logger.info('------------------------------')
+ * logger.info(' Online Stats ') # <<<<<<<<<<<<<<
+ * logger.info('------------------------------')
+ * logger.info('f')
+ */
+ __pyx_k_tuple_154 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_153)); if (unlikely(!__pyx_k_tuple_154)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_154);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_154));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2128
+ * logger.info('------------------------------')
+ * logger.info(' Online Stats ')
+ * logger.info('------------------------------') # <<<<<<<<<<<<<<
+ * logger.info('f')
+ * for w in self.bilex_f:
+ */
+ __pyx_k_tuple_155 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_151)); if (unlikely(!__pyx_k_tuple_155)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_155);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_155));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2129
+ * 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]))
+ */
+ __pyx_k_tuple_156 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__f)); if (unlikely(!__pyx_k_tuple_156)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_156);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_156));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2132
+ * 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]))
+ */
+ __pyx_k_tuple_158 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__e)); if (unlikely(!__pyx_k_tuple_158)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_158);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_158));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2135
+ * 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]:
+ */
+ __pyx_k_tuple_159 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__fe)); if (unlikely(!__pyx_k_tuple_159)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_159);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_159));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2139
+ * 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]))
+ */
+ __pyx_k_tuple_160 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__F)); if (unlikely(!__pyx_k_tuple_160)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_160);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_160));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2142
+ * 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]))
+ */
+ __pyx_k_tuple_161 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__E)); if (unlikely(!__pyx_k_tuple_161)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_161);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_161));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2145
+ * for ph in self.phrases_e:
+ * logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph]))
+ * logger.info('FE') # <<<<<<<<<<<<<<
+ * self.dump_online_rules()
+ *
+ */
+ __pyx_k_tuple_162 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__FE)); if (unlikely(!__pyx_k_tuple_162)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_162);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_162));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2172
+ * 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:
+ */
+ __pyx_k_tuple_164 = PyTuple_Pack(10, ((PyObject *)__pyx_n_s__f_i), ((PyObject *)__pyx_n_s__f_j), ((PyObject *)__pyx_n_s__lex_i), ((PyObject *)__pyx_n_s__lex_j), ((PyObject *)__pyx_n_s__wc), ((PyObject *)__pyx_n_s__ntc), ((PyObject *)__pyx_n_s__syms), ((PyObject *)__pyx_n_s__f), ((PyObject *)__pyx_n_s__new_lex_i), ((PyObject *)__pyx_n_s__new_lex_j)); if (unlikely(!__pyx_k_tuple_164)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_164);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_164));
+ __pyx_k_codeobj_165 = (PyObject*)__Pyx_PyCode_New(7, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_164, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_143, __pyx_n_s__extract, 2172, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_165)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "_sa.pyx":5
+ * import gzip
+ *
+ * def monitor_cpu(): # <<<<<<<<<<<<<<
+ * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+
+ * resource.getrusage(resource.RUSAGE_SELF).ru_stime)
+ */
+ __pyx_k_codeobj_168 = (PyObject*)__Pyx_PyCode_New(0, 0, 0, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_169, __pyx_n_s__monitor_cpu, 5, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_168)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "_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_k_tuple_170 = PyTuple_Pack(2, ((PyObject *)__pyx_n_s__filename), ((PyObject *)__pyx_n_s__filename)); if (unlikely(!__pyx_k_tuple_170)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_170);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_170));
+ __pyx_k_codeobj_171 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_170, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_169, __pyx_n_s__gzip_or_text, 9, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_171)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "_sa.pyx":15
+ * return open(filename)
+ *
+ * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<<
+ *
+ * include "float_list.pxi"
+ */
+ __pyx_k_tuple_173 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_172)); if (unlikely(!__pyx_k_tuple_173)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_173);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_173));
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":107
+ * return ALPHABET.fromstring(string, terminal)
+ *
+ * def isvar(sym): # <<<<<<<<<<<<<<
+ * return sym_isvar(sym)
+ *
+ */
+ __pyx_k_tuple_174 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__sym)); if (unlikely(!__pyx_k_tuple_174)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_174);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_174));
+ __pyx_k_codeobj_175 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_174, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_176, __pyx_n_s__isvar, 107, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_175)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":110
+ * return sym_isvar(sym)
+ *
+ * def make_lattice(words): # <<<<<<<<<<<<<<
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ */
+ __pyx_k_tuple_177 = PyTuple_Pack(5, ((PyObject *)__pyx_n_s__words), ((PyObject *)__pyx_n_s__word_ids), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr)); if (unlikely(!__pyx_k_tuple_177)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_177);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_177));
+ __pyx_k_codeobj_178 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_177, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_176, __pyx_n_s__make_lattice, 110, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_178)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":114
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ * def decode_lattice(lattice): # <<<<<<<<<<<<<<
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc
+ * for arc in node for node in lattice)
+ */
+ __pyx_k_tuple_179 = PyTuple_Pack(3, ((PyObject *)__pyx_n_s__lattice), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr)); if (unlikely(!__pyx_k_tuple_179)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_179);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_179));
+ __pyx_k_codeobj_180 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_179, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_176, __pyx_n_s__decode_lattice, 114, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_180)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/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)
+ *
+ */
+ __pyx_k_tuple_181 = PyTuple_Pack(3, ((PyObject *)__pyx_n_s__lattice), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr)); if (unlikely(!__pyx_k_tuple_181)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_181);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_181));
+ __pyx_k_codeobj_182 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_181, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_176, __pyx_n_s__decode_sentence, 118, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_182)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/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)
+ *
+ */
+ __pyx_k_tuple_183 = PyTuple_Pack(3, ((PyObject *)__pyx_n_s__words), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr)); if (unlikely(!__pyx_k_tuple_183)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_183);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_183));
+ __pyx_k_codeobj_184 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_183, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_176, __pyx_n_s__encode_words, 121, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_184)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":124
+ * return tuple(sym_fromstring(word, True) for word in words)
+ *
+ * def decode_words(syms): # <<<<<<<<<<<<<<
+ * return tuple(sym_tostring(sym) for sym in syms)
+ */
+ __pyx_k_tuple_185 = PyTuple_Pack(3, ((PyObject *)__pyx_n_s__syms), ((PyObject *)__pyx_n_s__genexpr), ((PyObject *)__pyx_n_s__genexpr)); if (unlikely(!__pyx_k_tuple_185)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_185);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_185));
+ __pyx_k_codeobj_186 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_185, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_176, __pyx_n_s__decode_words, 124, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_186)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2206
+ *
+ * # Spans are _inclusive_ on both ends [i, j]
+ * def span_check(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+ __pyx_k_tuple_188 = PyTuple_Pack(4, ((PyObject *)__pyx_n_s__vec), ((PyObject *)__pyx_n_s__i), ((PyObject *)__pyx_n_s__j), ((PyObject *)__pyx_n_s__k)); if (unlikely(!__pyx_k_tuple_188)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_188);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_188));
+ __pyx_k_codeobj_189 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_188, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_143, __pyx_n_s__span_check, 2206, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_189)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2214
+ * return True
+ *
+ * def span_inc(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+ __pyx_k_tuple_190 = PyTuple_Pack(4, ((PyObject *)__pyx_n_s__vec), ((PyObject *)__pyx_n_s__i), ((PyObject *)__pyx_n_s__j), ((PyObject *)__pyx_n_s__k)); if (unlikely(!__pyx_k_tuple_190)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_190);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_190));
+ __pyx_k_codeobj_191 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_190, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_143, __pyx_n_s__span_inc, 2214, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_191)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2220
+ * k += 1
+ *
+ * def span_dec(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+ __pyx_k_tuple_192 = PyTuple_Pack(4, ((PyObject *)__pyx_n_s__vec), ((PyObject *)__pyx_n_s__i), ((PyObject *)__pyx_n_s__j), ((PyObject *)__pyx_n_s__k)); if (unlikely(!__pyx_k_tuple_192)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_k_tuple_192);
+ __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_192));
+ __pyx_k_codeobj_193 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_k_tuple_192, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_143, __pyx_n_s__span_dec, 2220, __pyx_empty_bytes); if (unlikely(!__pyx_k_codeobj_193)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_RefNannyFinishContext();
+ return 0;
+ __pyx_L1_error:;
+ __Pyx_RefNannyFinishContext();
+ return -1;
+}
+
+static int __Pyx_InitGlobals(void) {
+ if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_2 = PyInt_FromLong(2); if (unlikely(!__pyx_int_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_3 = PyInt_FromLong(3); if (unlikely(!__pyx_int_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_5 = PyInt_FromLong(5); if (unlikely(!__pyx_int_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_7 = PyInt_FromLong(7); if (unlikely(!__pyx_int_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_10 = PyInt_FromLong(10); if (unlikely(!__pyx_int_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_20 = PyInt_FromLong(20); if (unlikely(!__pyx_int_20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ __pyx_int_1000 = PyInt_FromLong(1000); if (unlikely(!__pyx_int_1000)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ return 0;
+ __pyx_L1_error:;
+ return -1;
+}
+
+#if PY_MAJOR_VERSION < 3
+PyMODINIT_FUNC init_sa(void); /*proto*/
+PyMODINIT_FUNC init_sa(void)
+#else
+PyMODINIT_FUNC PyInit__sa(void); /*proto*/
+PyMODINIT_FUNC PyInit__sa(void)
+#endif
+{
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ int __pyx_lineno = 0;
+ const char *__pyx_filename = NULL;
+ int __pyx_clineno = 0;
+ __Pyx_RefNannyDeclarations
+ #if CYTHON_REFNANNY
+ __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
+ if (!__Pyx_RefNanny) {
+ PyErr_Clear();
+ __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
+ if (!__Pyx_RefNanny)
+ Py_FatalError("failed to import 'refnanny' module");
+ }
+ #endif
+ __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit__sa(void)", 0);
+ if ( __Pyx_check_binary_version() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #ifdef __Pyx_CyFunction_USED
+ if (__Pyx_CyFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ if (__pyx_FusedFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ #ifdef __Pyx_Generator_USED
+ if (__pyx_Generator_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ /*--- Library function declarations ---*/
+ /*--- Threads initialization code ---*/
+ #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
+ #ifdef WITH_THREAD /* Python build with threading support? */
+ PyEval_InitThreads();
+ #endif
+ #endif
+ /*--- Module creation code ---*/
+ #if PY_MAJOR_VERSION < 3
+ __pyx_m = Py_InitModule4(__Pyx_NAMESTR("_sa"), __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
+ #else
+ __pyx_m = PyModule_Create(&__pyx_moduledef);
+ #endif
+ if (unlikely(!__pyx_m)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ Py_INCREF(__pyx_d);
+ #if PY_MAJOR_VERSION >= 3
+ {
+ PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (!PyDict_GetItemString(modules, "_sa")) {
+ if (unlikely(PyDict_SetItemString(modules, "_sa", __pyx_m) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ }
+ }
+ #endif
+ __pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME)); if (unlikely(!__pyx_b)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #if CYTHON_COMPILING_IN_PYPY
+ Py_INCREF(__pyx_b);
+ #endif
+ if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ /*--- Initialize various global constants etc. ---*/
+ if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
+ if (__Pyx_init_sys_getdefaultencoding_params() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ #endif
+ if (__pyx_module_is_main__sa) {
+ if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s____main__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
+ }
+ /*--- Builtin init code ---*/
+ if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ /*--- Constants init code ---*/
+ if (unlikely(__Pyx_InitCachedConstants() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ /*--- Global init code ---*/
+ __pyx_v_3_sa_ALPHABET = ((struct __pyx_obj_3_sa_Alphabet *)Py_None); Py_INCREF(Py_None);
+ __pyx_v_3_sa_FD = ((struct __pyx_obj_3_sa_StringMap *)Py_None); Py_INCREF(Py_None);
+ /*--- Variable export code ---*/
+ /*--- Function export code ---*/
+ if (__Pyx_ExportFunction("sym_tostring", (void (*)(void))__pyx_f_3_sa_sym_tostring, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_ExportFunction("sym_tocat", (void (*)(void))__pyx_f_3_sa_sym_tocat, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_ExportFunction("sym_isvar", (void (*)(void))__pyx_f_3_sa_sym_isvar, "int (int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_ExportFunction("sym_getindex", (void (*)(void))__pyx_f_3_sa_sym_getindex, "int (int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ /*--- Type init code ---*/
+ __pyx_vtabptr_3_sa_HieroCachingRuleFactory = &__pyx_vtable_3_sa_HieroCachingRuleFactory;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.set_idmap = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_DataArray *))__pyx_f_3_sa_23HieroCachingRuleFactory_set_idmap;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.baeza_yates_helper = (int *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_3_sa_23HieroCachingRuleFactory_baeza_yates_helper;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.compare_matchings_set = (long (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_3_sa_Matching *, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings_set;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.compare_matchings = (long (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_t_3_sa_Matching *, struct __pyx_t_3_sa_Matching *, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_compare_matchings;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.merge_helper = (int *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_3_sa_23HieroCachingRuleFactory_merge_helper;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.sort_phrase_loc = (void (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_Phrase *))__pyx_f_3_sa_23HieroCachingRuleFactory_sort_phrase_loc;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.intersect_helper = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_obj_3_sa_PhraseLocation *, struct __pyx_obj_3_sa_PhraseLocation *, int))__pyx_f_3_sa_23HieroCachingRuleFactory_intersect_helper;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.loc2str = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_PhraseLocation *))__pyx_f_3_sa_23HieroCachingRuleFactory_loc2str;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.intersect = (struct __pyx_obj_3_sa_PhraseLocation *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_3_sa_Phrase *))__pyx_f_3_sa_23HieroCachingRuleFactory_intersect;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.find_fixpoint = (int (*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_find_fixpoint;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.find_projection = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *))__pyx_f_3_sa_23HieroCachingRuleFactory_find_projection;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.int_arr_extend = (int *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int *, int *, int))__pyx_f_3_sa_23HieroCachingRuleFactory_int_arr_extend;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.extract_phrases = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int))__pyx_f_3_sa_23HieroCachingRuleFactory_extract_phrases;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.create_alignments = (struct __pyx_obj_3_sa_IntList *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, int *, int, struct __pyx_obj_3_sa_IntList *, struct __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_23HieroCachingRuleFactory_create_alignments;
+ __pyx_vtable_3_sa_HieroCachingRuleFactory.extract = (PyObject *(*)(struct __pyx_obj_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_3_sa_Phrase *, struct __pyx_t_3_sa_Matching *, int *, int))__pyx_f_3_sa_23HieroCachingRuleFactory_extract;
+ if (PyType_Ready(&__pyx_type_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_HieroCachingRuleFactory = &__pyx_type_3_sa_HieroCachingRuleFactory;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_9_decode_sentence) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_9_decode_sentence = &__pyx_type_3_sa___pyx_scope_struct_9_decode_sentence;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_17_genexpr) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_17_genexpr = &__pyx_type_3_sa___pyx_scope_struct_17_genexpr;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_20_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_20_genexpr = &__pyx_type_3_sa___pyx_scope_struct_20_genexpr;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_3_compute_stats) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_3_compute_stats = &__pyx_type_3_sa___pyx_scope_struct_3_compute_stats;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_12_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __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 __pyx_obj_3_sa_IntList *))__pyx_f_3_sa_7IntList__clear;
+ __pyx_vtable_3_sa_IntList.write_handle = (void (*)(struct __pyx_obj_3_sa_IntList *, FILE *))__pyx_f_3_sa_7IntList_write_handle;
+ __pyx_vtable_3_sa_IntList.read_handle = (void (*)(struct __pyx_obj_3_sa_IntList *, FILE *))__pyx_f_3_sa_7IntList_read_handle;
+ if (PyType_Ready(&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetVtable(__pyx_type_3_sa_IntList.tp_dict, __pyx_vtabptr_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "IntList", (PyObject *)&__pyx_type_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_IntList = &__pyx_type_3_sa_IntList;
+ if (PyType_Ready(&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_VEBIterator = &__pyx_type_3_sa_VEBIterator;
+ __pyx_vtabptr_3_sa_BiLex = &__pyx_vtable_3_sa_BiLex;
+ __pyx_vtable_3_sa_BiLex.compute_from_data = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_obj_3_sa_SuffixArray *, struct __pyx_obj_3_sa_DataArray *, struct __pyx_obj_3_sa_Alignment *))__pyx_f_3_sa_5BiLex_compute_from_data;
+ __pyx_vtable_3_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, struct __pyx_t_3_sa__node *, int *, float, int *))__pyx_f_3_sa_5BiLex__add_node;
+ __pyx_vtable_3_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, PyObject *, FILE *))__pyx_f_3_sa_5BiLex_write_wordlist;
+ __pyx_vtable_3_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_3_sa_BiLex *, 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 *)&__pyx_type_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_PhraseLocation = &__pyx_type_3_sa_PhraseLocation;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_15___iter__ = &__pyx_type_3_sa___pyx_scope_struct_15___iter__;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_22_form_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2055; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_22_form_rule = &__pyx_type_3_sa___pyx_scope_struct_22_form_rule;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_25_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_25_genexpr = &__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 (__Pyx_SetAttrString(__pyx_m, "Phrase", (PyObject *)&__pyx_type_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_Phrase = &__pyx_type_3_sa_Phrase;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_27___iter__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_27___iter__ = &__pyx_type_3_sa___pyx_scope_struct_27___iter__;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct____iter__ = &__pyx_type_3_sa___pyx_scope_struct____iter__;
+ if (PyType_Ready(&__pyx_type_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa_TrieTable = &__pyx_type_3_sa_TrieTable;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_5_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_5_genexpr = &__pyx_type_3_sa___pyx_scope_struct_5_genexpr;
+ if (PyType_Ready(&__pyx_type_3_sa___pyx_scope_struct_10_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_ptype_3_sa___pyx_scope_struct_10_genexpr = &__pyx_type_3_sa___pyx_scope_struct_10_genexpr;
+ __pyx_vtabptr_3_sa_FloatList = &__pyx_vtable_3_sa_FloatList;
+ __pyx_vtable_3_sa_FloatList.set = (void (*)(struct __pyx_obj_3_sa_FloatList *, int, float))__pyx_f_3_sa_9FloatList_set;
+ __pyx_vtable_3_sa_FloatList.write_handle = (void (*)(struct __pyx_obj_3_sa_FloatList *, 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<<INDEX_SHIFT)-1
+ *
+ */
+ __pyx_v_3_sa_INDEX_SHIFT = 3;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":5
+ *
+ * cdef int INDEX_SHIFT = 3
+ * cdef int INDEX_MASK = (1<<INDEX_SHIFT)-1 # <<<<<<<<<<<<<<
+ *
+ * cdef class Alphabet:
+ */
+ __pyx_v_3_sa_INDEX_MASK = ((1 << __pyx_v_3_sa_INDEX_SHIFT) - 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":87
+ * return self.terminals.index(s)
+ *
+ * cdef Alphabet ALPHABET = Alphabet() # <<<<<<<<<<<<<<
+ *
+ * cdef char* sym_tostring(int sym):
+ */
+ __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_Alphabet)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XGOTREF(((PyObject *)__pyx_v_3_sa_ALPHABET));
+ __Pyx_DECREF(((PyObject *)__pyx_v_3_sa_ALPHABET));
+ __Pyx_GIVEREF(__pyx_t_1);
+ __pyx_v_3_sa_ALPHABET = ((struct __pyx_obj_3_sa_Alphabet *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":107
+ * return ALPHABET.fromstring(string, terminal)
+ *
+ * def isvar(sym): # <<<<<<<<<<<<<<
+ * return sym_isvar(sym)
+ *
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_5isvar, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__isvar, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":110
+ * return sym_isvar(sym)
+ *
+ * def make_lattice(words): # <<<<<<<<<<<<<<
+ * word_ids = (sym_fromstring(word, True) for word in words)
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_7make_lattice, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__make_lattice, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":114
+ * return tuple(((word, None, 1), ) for word in word_ids)
+ *
+ * def decode_lattice(lattice): # <<<<<<<<<<<<<<
+ * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc
+ * for arc in node for node in lattice)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_9decode_lattice, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__decode_lattice, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/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)
+ *
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_11decode_sentence, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__decode_sentence, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/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)
+ *
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_13encode_words, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__encode_words, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/sym.pxi":124
+ * return tuple(sym_fromstring(word, True) for word in words)
+ *
+ * def decode_words(syms): # <<<<<<<<<<<<<<
+ * return tuple(sym_tostring(sym) for sym in syms)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3_sa_15decode_words, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__decode_words, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":5
+ * # Much faster than the Python numbers reported there.
+ * # Note to reader: this code is closer to C than Python
+ * import gc # <<<<<<<<<<<<<<
+ * import itertools
+ *
+ */
+ __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gc), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__gc, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":6
+ * # Note to reader: this code is closer to C than Python
+ * import gc
+ * import itertools # <<<<<<<<<<<<<<
+ *
+ * from libc.stdlib cimport malloc, realloc, free
+ */
+ __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__itertools), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__itertools, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":12
+ * from libc.math cimport fmod, ceil, floor, log
+ *
+ * from collections import defaultdict, Counter, namedtuple # <<<<<<<<<<<<<<
+ *
+ * FeatureContext = namedtuple('FeatureContext',
+ */
+ __pyx_t_1 = PyList_New(3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__defaultdict));
+ PyList_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_n_s__defaultdict));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__defaultdict));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__Counter));
+ PyList_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_n_s__Counter));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__Counter));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__namedtuple));
+ PyList_SET_ITEM(__pyx_t_1, 2, ((PyObject *)__pyx_n_s__namedtuple));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__namedtuple));
+ __pyx_t_2 = __Pyx_Import(((PyObject *)__pyx_n_s__collections), ((PyObject *)__pyx_t_1), -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s__defaultdict); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__defaultdict, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s__Counter); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__Counter, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s__namedtuple); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__namedtuple, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":14
+ * from collections import defaultdict, Counter, namedtuple
+ *
+ * FeatureContext = namedtuple('FeatureContext', # <<<<<<<<<<<<<<
+ * ['fphrase',
+ * 'ephrase',
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s__namedtuple); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":15
+ *
+ * FeatureContext = namedtuple('FeatureContext',
+ * ['fphrase', # <<<<<<<<<<<<<<
+ * 'ephrase',
+ * 'paircount',
+ */
+ __pyx_t_1 = PyList_New(13); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__fphrase));
+ PyList_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_n_s__fphrase));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fphrase));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__ephrase));
+ PyList_SET_ITEM(__pyx_t_1, 1, ((PyObject *)__pyx_n_s__ephrase));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__ephrase));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__paircount));
+ PyList_SET_ITEM(__pyx_t_1, 2, ((PyObject *)__pyx_n_s__paircount));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__paircount));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__fcount));
+ PyList_SET_ITEM(__pyx_t_1, 3, ((PyObject *)__pyx_n_s__fcount));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fcount));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__fsample_count));
+ PyList_SET_ITEM(__pyx_t_1, 4, ((PyObject *)__pyx_n_s__fsample_count));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fsample_count));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__input_span));
+ PyList_SET_ITEM(__pyx_t_1, 5, ((PyObject *)__pyx_n_s__input_span));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__input_span));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__matches));
+ PyList_SET_ITEM(__pyx_t_1, 6, ((PyObject *)__pyx_n_s__matches));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__matches));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__input_match));
+ PyList_SET_ITEM(__pyx_t_1, 7, ((PyObject *)__pyx_n_s__input_match));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__input_match));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__test_sentence));
+ PyList_SET_ITEM(__pyx_t_1, 8, ((PyObject *)__pyx_n_s__test_sentence));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__test_sentence));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__f_text));
+ PyList_SET_ITEM(__pyx_t_1, 9, ((PyObject *)__pyx_n_s__f_text));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__f_text));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__e_text));
+ PyList_SET_ITEM(__pyx_t_1, 10, ((PyObject *)__pyx_n_s__e_text));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__e_text));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__meta));
+ PyList_SET_ITEM(__pyx_t_1, 11, ((PyObject *)__pyx_n_s__meta));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__meta));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__online));
+ PyList_SET_ITEM(__pyx_t_1, 12, ((PyObject *)__pyx_n_s__online));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__online));
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__FeatureContext));
+ PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_n_s__FeatureContext));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__FeatureContext));
+ PyTuple_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_t_1));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_1));
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_t_3), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__FeatureContext, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":30
+ * ])
+ *
+ * OnlineFeatureContext = namedtuple('OnlineFeatureContext', # <<<<<<<<<<<<<<
+ * ['fcount',
+ * 'fsample_count',
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__namedtuple); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":31
+ *
+ * OnlineFeatureContext = namedtuple('OnlineFeatureContext',
+ * ['fcount', # <<<<<<<<<<<<<<
+ * 'fsample_count',
+ * 'paircount',
+ */
+ __pyx_t_3 = PyList_New(6); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__fcount));
+ PyList_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_n_s__fcount));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fcount));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__fsample_count));
+ PyList_SET_ITEM(__pyx_t_3, 1, ((PyObject *)__pyx_n_s__fsample_count));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__fsample_count));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__paircount));
+ PyList_SET_ITEM(__pyx_t_3, 2, ((PyObject *)__pyx_n_s__paircount));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__paircount));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__bilex_f));
+ PyList_SET_ITEM(__pyx_t_3, 3, ((PyObject *)__pyx_n_s__bilex_f));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bilex_f));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__bilex_e));
+ PyList_SET_ITEM(__pyx_t_3, 4, ((PyObject *)__pyx_n_s__bilex_e));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bilex_e));
+ __Pyx_INCREF(((PyObject *)__pyx_n_s__bilex_fe));
+ PyList_SET_ITEM(__pyx_t_3, 5, ((PyObject *)__pyx_n_s__bilex_fe));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s__bilex_fe));
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(((PyObject *)__pyx_n_s_163));
+ PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_n_s_163));
+ __Pyx_GIVEREF(((PyObject *)__pyx_n_s_163));
+ PyTuple_SET_ITEM(__pyx_t_2, 1, ((PyObject *)__pyx_t_3));
+ __Pyx_GIVEREF(((PyObject *)__pyx_t_3));
+ __pyx_t_3 = 0;
+ __pyx_t_3 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_2), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(((PyObject *)__pyx_t_2)); __pyx_t_2 = 0;
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_163, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":39
+ * ])
+ *
+ * cdef int PRECOMPUTE = 0 # <<<<<<<<<<<<<<
+ * cdef int MERGE = 1
+ * cdef int BAEZA_YATES = 2
+ */
+ __pyx_v_3_sa_PRECOMPUTE = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":40
+ *
+ * cdef int PRECOMPUTE = 0
+ * cdef int MERGE = 1 # <<<<<<<<<<<<<<
+ * cdef int BAEZA_YATES = 2
+ *
+ */
+ __pyx_v_3_sa_MERGE = 1;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":41
+ * cdef int PRECOMPUTE = 0
+ * cdef int MERGE = 1
+ * cdef int BAEZA_YATES = 2 # <<<<<<<<<<<<<<
+ *
+ * # NOTE: was encoded as a non-terminal in the previous version
+ */
+ __pyx_v_3_sa_BAEZA_YATES = 2;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":44
+ *
+ * # NOTE: was encoded as a non-terminal in the previous version
+ * cdef int EPSILON = sym_fromstring('*EPS*', True) # <<<<<<<<<<<<<<
+ *
+ * cdef class TrieNode:
+ */
+ __pyx_v_3_sa_EPSILON = __pyx_f_3_sa_sym_fromstring(__pyx_k_187, 1);
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":67
+ * cdef public int count
+ * cdef public root
+ * def __cinit__(self, extended=False): # <<<<<<<<<<<<<<
+ * self.count = 0
+ * self.extended = extended
+ */
+ __pyx_t_3 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_k_101 = __pyx_t_3;
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2206
+ *
+ * # Spans are _inclusive_ on both ends [i, j]
+ * def span_check(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+ __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_3_sa_17span_check, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__span_check, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2214
+ * return True
+ *
+ * def span_inc(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+ __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_3_sa_19span_inc, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__span_inc, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2214; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/rulefactory.pxi":2220
+ * k += 1
+ *
+ * def span_dec(vec, i, j): # <<<<<<<<<<<<<<
+ * k = i
+ * while k <= j:
+ */
+ __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_3_sa_21span_dec, NULL, __pyx_n_s___sa); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__span_dec, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":1
+ * cdef StringMap FD = StringMap() # Feature name dictionary # <<<<<<<<<<<<<<
+ *
+ * INITIAL_CAPACITY = 7 # default number of features
+ */
+ __pyx_t_3 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_3_sa_StringMap)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_XGOTREF(((PyObject *)__pyx_v_3_sa_FD));
+ __Pyx_DECREF(((PyObject *)__pyx_v_3_sa_FD));
+ __Pyx_GIVEREF(__pyx_t_3);
+ __pyx_v_3_sa_FD = ((struct __pyx_obj_3_sa_StringMap *)__pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":3
+ * cdef StringMap FD = StringMap() # Feature name dictionary
+ *
+ * INITIAL_CAPACITY = 7 # default number of features # <<<<<<<<<<<<<<
+ * INCREMENT = INITIAL_CAPACITY # double size
+ *
+ */
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__INITIAL_CAPACITY, __pyx_int_7) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+
+ /* "/Users/vchahun/Sandbox/cdec/python/src/sa/features.pxi":4
+ *
+ * INITIAL_CAPACITY = 7 # default number of features
+ * INCREMENT = INITIAL_CAPACITY # double size # <<<<<<<<<<<<<<
+ *
+ * cdef class FeatureVector:
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s__INITIAL_CAPACITY); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(__pyx_t_3);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s__INCREMENT, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+
+ /* "_sa.pyx":1
+ * import logging # <<<<<<<<<<<<<<
+ * import resource
+ * import gzip
+ */
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_GOTREF(((PyObject *)__pyx_t_3));
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s____test__, ((PyObject *)__pyx_t_3)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ if (__pyx_m) {
+ __Pyx_AddTraceback("init _sa", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ Py_DECREF(__pyx_m); __pyx_m = 0;
+ } else if (!PyErr_Occurred()) {
+ PyErr_SetString(PyExc_ImportError, "init _sa");
+ }
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ #if PY_MAJOR_VERSION < 3
+ return;
+ #else
+ return __pyx_m;
+ #endif
+}
+
+/* Runtime support code */
+#if CYTHON_REFNANNY
+static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
+ PyObject *m = NULL, *p = NULL;
+ void *r = NULL;
+ m = PyImport_ImportModule((char *)modname);
+ if (!m) goto end;
+ p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
+ if (!p) goto end;
+ r = PyLong_AsVoidPtr(p);
+end:
+ Py_XDECREF(p);
+ Py_XDECREF(m);
+ return (__Pyx_RefNannyAPIStruct *)r;
+}
+#endif /* CYTHON_REFNANNY */
+
+static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
+ PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
+ if (unlikely(!result)) {
+ PyErr_Format(PyExc_NameError,
+#if PY_MAJOR_VERSION >= 3
+ "name '%U' is not defined", name);
+#else
+ "name '%s' is not defined", PyString_AS_STRING(name));
+#endif
+ }
+ return result;
+}
+
+static CYTHON_INLINE 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("<cyfunction %U at %p>",
+ op->func_qualname, (void *)op);
+#else
+ return PyString_FromFormat("<cyfunction %s at %p>",
+ PyString_AsString(op->func_qualname), (void *)op);
+#endif
+}
+#if CYTHON_COMPILING_IN_PYPY
+static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ PyCFunctionObject* f = (PyCFunctionObject*)func;
+ PyCFunction meth = PyCFunction_GET_FUNCTION(func);
+ PyObject *self = PyCFunction_GET_SELF(func);
+ Py_ssize_t size;
+ switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) {
+ case METH_VARARGS:
+ if (likely(kw == NULL) || PyDict_Size(kw) == 0)
+ return (*meth)(self, arg);
+ break;
+ case METH_VARARGS | METH_KEYWORDS:
+ return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
+ case METH_NOARGS:
+ if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
+ size = PyTuple_GET_SIZE(arg);
+ if (size == 0)
+ return (*meth)(self, NULL);
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes no arguments (%zd given)",
+ f->m_ml->ml_name, size);
+ return NULL;
+ }
+ break;
+ case METH_O:
+ if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
+ size = PyTuple_GET_SIZE(arg);
+ if (size == 1)
+ return (*meth)(self, PyTuple_GET_ITEM(arg, 0));
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes exactly one argument (%zd given)",
+ f->m_ml->ml_name, size);
+ return NULL;
+ }
+ break;
+ default:
+ PyErr_SetString(PyExc_SystemError, "Bad call flags in "
+ "__Pyx_CyFunction_Call. METH_OLDARGS is no "
+ "longer supported!");
+ return NULL;
+ }
+ PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
+ f->m_ml->ml_name);
+ return NULL;
+}
+#else
+static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ return PyCFunction_Call(func, arg, kw);
+}
+#endif
+static PyTypeObject __pyx_CyFunctionType_type = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/
+ sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+#if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+#else
+ 0, /*reserved*/
+#endif
+ (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ __Pyx_CyFunction_Call, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/
+ 0, /*tp_doc*/
+ (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/
+ (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_CyFunction_methods, /*tp_methods*/
+ __pyx_CyFunction_members, /*tp_members*/
+ __pyx_CyFunction_getsets, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ __Pyx_CyFunction_descr_get, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ 0, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+#if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+#endif
+};
+static int __Pyx_CyFunction_init(void) {
+#if !CYTHON_COMPILING_IN_PYPY
+ __pyx_CyFunctionType_type.tp_call = PyCFunction_Call;
+#endif
+ if (PyType_Ready(&__pyx_CyFunctionType_type) < 0)
+ return -1;
+ __pyx_CyFunctionType = &__pyx_CyFunctionType_type;
+ return 0;
+}
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults = PyMem_Malloc(size);
+ if (!m->defaults)
+ return PyErr_NoMemory();
+ memset(m->defaults, 0, size);
+ m->defaults_pyobjects = pyobjects;
+ return m->defaults;
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults_tuple = tuple;
+ Py_INCREF(tuple);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults_kwdict = dict;
+ Py_INCREF(dict);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->func_annotations = dict;
+ Py_INCREF(dict);
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000
+ if (likely(PyList_CheckExact(L))
+ && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) {
+ Py_SIZE(L) -= 1;
+ return PyList_GET_ITEM(L, PyList_GET_SIZE(L));
+ }
+#if PY_VERSION_HEX >= 0x02050000
+ else if (Py_TYPE(L) == (&PySet_Type)) {
+ return PySet_Pop(L);
+ }
+#endif
+#endif
+ return __Pyx_PyObject_CallMethod0(L, __pyx_n_s__pop);
+}
+
+static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ PyObject *ob = PyCapsule_New(vtable, 0, 0);
+#else
+ PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
+#endif
+ if (!ob)
+ goto bad;
+ if (PyDict_SetItem(dict, __pyx_n_s____pyx_vtable__, ob) < 0)
+ goto bad;
+ Py_DECREF(ob);
+ return 0;
+bad:
+ Py_XDECREF(ob);
+ return -1;
+}
+
+static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
+ PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
+ if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ PyErr_Format(PyExc_ImportError,
+ #if PY_MAJOR_VERSION < 3
+ "cannot import name %.230s", PyString_AS_STRING(name));
+ #else
+ "cannot import name %S", name);
+ #endif
+ }
+ return value;
+}
+
+static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ *type = tstate->exc_type;
+ *value = tstate->exc_value;
+ *tb = tstate->exc_traceback;
+ Py_XINCREF(*type);
+ Py_XINCREF(*value);
+ Py_XINCREF(*tb);
+#else
+ PyErr_GetExcInfo(type, value, tb);
+#endif
+}
+static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+ PyThreadState *tstate = PyThreadState_GET();
+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = type;
+ tstate->exc_value = value;
+ tstate->exc_traceback = tb;
+ Py_XDECREF(tmp_type);
+ Py_XDECREF(tmp_value);
+ Py_XDECREF(tmp_tb);
+#else
+ PyErr_SetExcInfo(type, value, tb);
+#endif
+}
+
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
+ PyObject *empty_list = 0;
+ PyObject *module = 0;
+ PyObject *global_dict = 0;
+ PyObject *empty_dict = 0;
+ PyObject *list;
+ #if PY_VERSION_HEX < 0x03030000
+ PyObject *py_import;
+ py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__);
+ if (!py_import)
+ goto bad;
+ #endif
+ if (from_list)
+ list = from_list;
+ else {
+ empty_list = PyList_New(0);
+ if (!empty_list)
+ goto bad;
+ list = empty_list;
+ }
+ global_dict = PyModule_GetDict(__pyx_m);
+ if (!global_dict)
+ goto bad;
+ empty_dict = PyDict_New();
+ if (!empty_dict)
+ goto bad;
+ #if PY_VERSION_HEX >= 0x02050000
+ {
+ #if PY_MAJOR_VERSION >= 3
+ if (level == -1) {
+ if (strchr(__Pyx_MODULE_NAME, '.')) {
+ #if PY_VERSION_HEX < 0x03030000
+ PyObject *py_level = PyInt_FromLong(1);
+ if (!py_level)
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, py_level, NULL);
+ Py_DECREF(py_level);
+ #else
+ module = PyImport_ImportModuleLevelObject(
+ name, global_dict, empty_dict, list, 1);
+ #endif
+ if (!module) {
+ if (!PyErr_ExceptionMatches(PyExc_ImportError))
+ goto bad;
+ PyErr_Clear();
+ }
+ }
+ level = 0; /* try absolute import on failure */
+ }
+ #endif
+ if (!module) {
+ #if PY_VERSION_HEX < 0x03030000
+ PyObject *py_level = PyInt_FromLong(level);
+ if (!py_level)
+ goto bad;
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, py_level, NULL);
+ Py_DECREF(py_level);
+ #else
+ module = PyImport_ImportModuleLevelObject(
+ name, global_dict, empty_dict, list, level);
+ #endif
+ }
+ }
+ #else
+ if (level>0) {
+ PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
+ goto bad;
+ }
+ module = PyObject_CallFunctionObjArgs(py_import,
+ name, global_dict, empty_dict, list, NULL);
+ #endif
+bad:
+ #if PY_VERSION_HEX < 0x03030000
+ Py_XDECREF(py_import);
+ #endif
+ Py_XDECREF(empty_list);
+ Py_XDECREF(empty_dict);
+ return module;
+}
+
+static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) {
+ const unsigned char neg_one = (unsigned char)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(unsigned char) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(unsigned char)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to unsigned char" :
+ "value too large to convert to unsigned char");
+ }
+ return (unsigned char)-1;
+ }
+ return (unsigned char)val;
+ }
+ return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x);
+}
+
+static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) {
+ const unsigned short neg_one = (unsigned short)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(unsigned short) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(unsigned short)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to unsigned short" :
+ "value too large to convert to unsigned short");
+ }
+ return (unsigned short)-1;
+ }
+ return (unsigned short)val;
+ }
+ return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x);
+}
+
+static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) {
+ const unsigned int neg_one = (unsigned int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(unsigned int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(unsigned int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to unsigned int" :
+ "value too large to convert to unsigned int");
+ }
+ return (unsigned int)-1;
+ }
+ return (unsigned int)val;
+ }
+ return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x);
+}
+
+static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) {
+ const char neg_one = (char)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(char) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(char)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to char" :
+ "value too large to convert to char");
+ }
+ return (char)-1;
+ }
+ return (char)val;
+ }
+ return (char)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) {
+ const short neg_one = (short)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(short) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(short)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to short" :
+ "value too large to convert to short");
+ }
+ return (short)-1;
+ }
+ return (short)val;
+ }
+ return (short)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) {
+ const int neg_one = (int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to int" :
+ "value too large to convert to int");
+ }
+ return (int)-1;
+ }
+ return (int)val;
+ }
+ return (int)__Pyx_PyInt_AsLong(x);
+}
+
+static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) {
+ const signed char neg_one = (signed char)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(signed char) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(signed char)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to signed char" :
+ "value too large to convert to signed char");
+ }
+ return (signed char)-1;
+ }
+ return (signed char)val;
+ }
+ return (signed char)__Pyx_PyInt_AsSignedLong(x);
+}
+
+static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) {
+ const signed short neg_one = (signed short)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(signed short) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(signed short)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to signed short" :
+ "value too large to convert to signed short");
+ }
+ return (signed short)-1;
+ }
+ return (signed short)val;
+ }
+ return (signed short)__Pyx_PyInt_AsSignedLong(x);
+}
+
+static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) {
+ const signed int neg_one = (signed int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(signed int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(signed int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to signed int" :
+ "value too large to convert to signed int");
+ }
+ return (signed int)-1;
+ }
+ return (signed int)val;
+ }
+ return (signed int)__Pyx_PyInt_AsSignedLong(x);
+}
+
+static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) {
+ const int neg_one = (int)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (sizeof(int) < sizeof(long)) {
+ long val = __Pyx_PyInt_AsLong(x);
+ if (unlikely(val != (long)(int)val)) {
+ if (!unlikely(val == -1 && PyErr_Occurred())) {
+ PyErr_SetString(PyExc_OverflowError,
+ (is_unsigned && unlikely(val < 0)) ?
+ "can't convert negative value to int" :
+ "value too large to convert to int");
+ }
+ return (int)-1;
+ }
+ return (int)val;
+ }
+ return (int)__Pyx_PyInt_AsLong(x);
+}
+
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+#include "longintrepr.h"
+#endif
+#endif
+static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) {
+ const unsigned long neg_one = (unsigned long)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned long");
+ return (unsigned long)-1;
+ }
+ return (unsigned long)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(unsigned long)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned long");
+ return (unsigned long)-1;
+ }
+ return (unsigned long)PyLong_AsUnsignedLong(x);
+ } else {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(unsigned long)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0];
+ case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ return (unsigned long)PyLong_AsLong(x);
+ }
+ } else {
+ unsigned long val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (unsigned long)-1;
+ val = __Pyx_PyInt_AsUnsignedLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+#include "longintrepr.h"
+#endif
+#endif
+static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) {
+ const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned PY_LONG_LONG");
+ return (unsigned PY_LONG_LONG)-1;
+ }
+ return (unsigned PY_LONG_LONG)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to unsigned PY_LONG_LONG");
+ return (unsigned PY_LONG_LONG)-1;
+ }
+ return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
+ } else {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x);
+ }
+ } else {
+ unsigned PY_LONG_LONG val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (unsigned PY_LONG_LONG)-1;
+ val = __Pyx_PyInt_AsUnsignedLongLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+#include "longintrepr.h"
+#endif
+#endif
+static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) {
+ const long neg_one = (long)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to long");
+ return (long)-1;
+ }
+ return (long)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(long)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return (long) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to long");
+ return (long)-1;
+ }
+ return (long)PyLong_AsUnsignedLong(x);
+ } else {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(long)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return +(long) ((PyLongObject*)x)->ob_digit[0];
+ case -1: return -(long) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ return (long)PyLong_AsLong(x);
+ }
+ } else {
+ long val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (long)-1;
+ val = __Pyx_PyInt_AsLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+#include "longintrepr.h"
+#endif
+#endif
+static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) {
+ const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to PY_LONG_LONG");
+ return (PY_LONG_LONG)-1;
+ }
+ return (PY_LONG_LONG)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(PY_LONG_LONG)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to PY_LONG_LONG");
+ return (PY_LONG_LONG)-1;
+ }
+ return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
+ } else {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(PY_LONG_LONG)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ return (PY_LONG_LONG)PyLong_AsLongLong(x);
+ }
+ } else {
+ PY_LONG_LONG val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (PY_LONG_LONG)-1;
+ val = __Pyx_PyInt_AsLongLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+#include "longintrepr.h"
+#endif
+#endif
+static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) {
+ const signed long neg_one = (signed long)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed long");
+ return (signed long)-1;
+ }
+ return (signed long)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(signed long)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed long");
+ return (signed long)-1;
+ }
+ return (signed long)PyLong_AsUnsignedLong(x);
+ } else {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(signed long)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0];
+ case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ return (signed long)PyLong_AsLong(x);
+ }
+ } else {
+ signed long val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (signed long)-1;
+ val = __Pyx_PyInt_AsSignedLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+#include "longintrepr.h"
+#endif
+#endif
+static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) {
+ const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed PY_LONG_LONG");
+ return (signed PY_LONG_LONG)-1;
+ }
+ return (signed PY_LONG_LONG)val;
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ if (unlikely(Py_SIZE(x) < 0)) {
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to signed PY_LONG_LONG");
+ return (signed PY_LONG_LONG)-1;
+ }
+ return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
+ } else {
+#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
+#if CYTHON_USE_PYLONG_INTERNALS
+ if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) {
+ switch (Py_SIZE(x)) {
+ case 0: return 0;
+ case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0];
+ }
+ }
+#endif
+#endif
+ return (signed PY_LONG_LONG)PyLong_AsLongLong(x);
+ }
+ } else {
+ signed PY_LONG_LONG val;
+ PyObject *tmp = __Pyx_PyNumber_Int(x);
+ if (!tmp) return (signed PY_LONG_LONG)-1;
+ val = __Pyx_PyInt_AsSignedLongLong(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+}
+
+static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
+ PyObject *tmp_type, *tmp_value, *tmp_tb;
+#if CYTHON_COMPILING_IN_CPYTHON
+ PyThreadState *tstate = PyThreadState_GET();
+ tmp_type = tstate->exc_type;
+ tmp_value = tstate->exc_value;
+ tmp_tb = tstate->exc_traceback;
+ tstate->exc_type = *type;
+ tstate->exc_value = *value;
+ tstate->exc_traceback = *tb;
+#else
+ PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
+ PyErr_SetExcInfo(*type, *value, *tb);
+#endif
+ *type = tmp_type;
+ *value = tmp_value;
+ *tb = tmp_tb;
+}
+
+static PyObject *__Pyx_Generator_Next(PyObject *self);
+static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value);
+static PyObject *__Pyx_Generator_Close(PyObject *self);
+static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args);
+static PyTypeObject *__pyx_GeneratorType = 0;
+#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
+#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
+#if 1 || PY_VERSION_HEX < 0x030300B0
+static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) {
+ PyObject *et, *ev, *tb;
+ PyObject *value = NULL;
+ __Pyx_ErrFetch(&et, &ev, &tb);
+ if (!et) {
+ Py_XDECREF(tb);
+ Py_XDECREF(ev);
+ Py_INCREF(Py_None);
+ *pvalue = Py_None;
+ return 0;
+ }
+ if (unlikely(et != PyExc_StopIteration) &&
+ unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) {
+ __Pyx_ErrRestore(et, ev, tb);
+ return -1;
+ }
+ if (likely(et == PyExc_StopIteration)) {
+ if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) {
+ if (!ev) {
+ Py_INCREF(Py_None);
+ ev = Py_None;
+ }
+ Py_XDECREF(tb);
+ Py_DECREF(et);
+ *pvalue = ev;
+ return 0;
+ }
+ }
+ PyErr_NormalizeException(&et, &ev, &tb);
+ if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) {
+ __Pyx_ErrRestore(et, ev, tb);
+ return -1;
+ }
+ Py_XDECREF(tb);
+ Py_DECREF(et);
+#if PY_VERSION_HEX >= 0x030300A0
+ value = ((PyStopIterationObject *)ev)->value;
+ Py_INCREF(value);
+ Py_DECREF(ev);
+#else
+ {
+ PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args);
+ Py_DECREF(ev);
+ if (likely(args)) {
+ value = PyObject_GetItem(args, 0);
+ Py_DECREF(args);
+ }
+ if (unlikely(!value)) {
+ __Pyx_ErrRestore(NULL, NULL, NULL);
+ Py_INCREF(Py_None);
+ value = Py_None;
+ }
+ }
+#endif
+ *pvalue = value;
+ return 0;
+}
+#endif
+static CYTHON_INLINE
+void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) {
+ PyObject *exc_type = self->exc_type;
+ PyObject *exc_value = self->exc_value;
+ PyObject *exc_traceback = self->exc_traceback;
+ self->exc_type = NULL;
+ self->exc_value = NULL;
+ self->exc_traceback = NULL;
+ Py_XDECREF(exc_type);
+ Py_XDECREF(exc_value);
+ Py_XDECREF(exc_traceback);
+}
+static CYTHON_INLINE
+int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) {
+ if (unlikely(gen->is_running)) {
+ PyErr_SetString(PyExc_ValueError,
+ "generator already executing");
+ return 1;
+ }
+ return 0;
+}
+static CYTHON_INLINE
+PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) {
+ PyObject *retval;
+ assert(!self->is_running);
+ if (unlikely(self->resume_label == 0)) {
+ if (unlikely(value && value != Py_None)) {
+ PyErr_SetString(PyExc_TypeError,
+ "can't send non-None value to a "
+ "just-started generator");
+ return NULL;
+ }
+ }
+ if (unlikely(self->resume_label == -1)) {
+ PyErr_SetNone(PyExc_StopIteration);
+ return NULL;
+ }
+ if (value) {
+#if CYTHON_COMPILING_IN_PYPY
+#else
+ /* Generators always return to their most recent caller, not
+ * necessarily their creator. */
+ if (self->exc_traceback) {
+ PyThreadState *tstate = PyThreadState_GET();
+ PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
+ PyFrameObject *f = tb->tb_frame;
+ Py_XINCREF(tstate->frame);
+ assert(f->f_back == NULL);
+ f->f_back = tstate->frame;
+ }
+#endif
+ __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
+ &self->exc_traceback);
+ } else {
+ __Pyx_Generator_ExceptionClear(self);
+ }
+ self->is_running = 1;
+ retval = self->body((PyObject *) self, value);
+ self->is_running = 0;
+ if (retval) {
+ __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
+ &self->exc_traceback);
+#if CYTHON_COMPILING_IN_PYPY
+#else
+ /* Don't keep the reference to f_back any longer than necessary. It
+ * may keep a chain of frames alive or it could create a reference
+ * cycle. */
+ if (self->exc_traceback) {
+ PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
+ PyFrameObject *f = tb->tb_frame;
+ Py_CLEAR(f->f_back);
+ }
+#endif
+ } else {
+ __Pyx_Generator_ExceptionClear(self);
+ }
+ return retval;
+}
+static CYTHON_INLINE
+PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) {
+ PyObject *ret;
+ PyObject *val = NULL;
+ __Pyx_Generator_Undelegate(gen);
+ __Pyx_PyGen_FetchStopIterationValue(&val);
+ ret = __Pyx_Generator_SendEx(gen, val);
+ Py_XDECREF(val);
+ return ret;
+}
+static PyObject *__Pyx_Generator_Next(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
+ PyObject *yf = gen->yieldfrom;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ gen->is_running = 1;
+ ret = Py_TYPE(yf)->tp_iternext(yf);
+ gen->is_running = 0;
+ if (likely(ret)) {
+ return ret;
+ }
+ return __Pyx_Generator_FinishDelegation(gen);
+ }
+ return __Pyx_Generator_SendEx(gen, Py_None);
+}
+static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
+ PyObject *yf = gen->yieldfrom;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ gen->is_running = 1;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ ret = __Pyx_Generator_Send(yf, value);
+ } else {
+ if (value == Py_None)
+ ret = PyIter_Next(yf);
+ else
+ ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value);
+ }
+ gen->is_running = 0;
+ if (likely(ret)) {
+ return ret;
+ }
+ return __Pyx_Generator_FinishDelegation(gen);
+ }
+ return __Pyx_Generator_SendEx(gen, value);
+}
+static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) {
+ PyObject *retval = NULL;
+ int err = 0;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ retval = __Pyx_Generator_Close(yf);
+ if (!retval)
+ return -1;
+ } else {
+ PyObject *meth;
+ gen->is_running = 1;
+ meth = PyObject_GetAttr(yf, __pyx_n_s__close);
+ if (unlikely(!meth)) {
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ PyErr_WriteUnraisable(yf);
+ }
+ PyErr_Clear();
+ } else {
+ retval = PyObject_CallFunction(meth, NULL);
+ Py_DECREF(meth);
+ if (!retval)
+ err = -1;
+ }
+ gen->is_running = 0;
+ }
+ Py_XDECREF(retval);
+ return err;
+}
+static PyObject *__Pyx_Generator_Close(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject *retval, *raised_exception;
+ PyObject *yf = gen->yieldfrom;
+ int err = 0;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ Py_INCREF(yf);
+ err = __Pyx_Generator_CloseIter(gen, yf);
+ __Pyx_Generator_Undelegate(gen);
+ Py_DECREF(yf);
+ }
+ if (err == 0)
+#if PY_VERSION_HEX < 0x02050000
+ PyErr_SetNone(PyExc_StopIteration);
+#else
+ PyErr_SetNone(PyExc_GeneratorExit);
+#endif
+ retval = __Pyx_Generator_SendEx(gen, NULL);
+ if (retval) {
+ Py_DECREF(retval);
+ PyErr_SetString(PyExc_RuntimeError,
+ "generator ignored GeneratorExit");
+ return NULL;
+ }
+ raised_exception = PyErr_Occurred();
+ if (!raised_exception
+ || raised_exception == PyExc_StopIteration
+#if PY_VERSION_HEX >= 0x02050000
+ || raised_exception == PyExc_GeneratorExit
+ || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit)
+#endif
+ || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration))
+ {
+ if (raised_exception) PyErr_Clear(); /* ignore these errors */
+ Py_INCREF(Py_None);
+ return Py_None;
+ }
+ return NULL;
+}
+static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject *typ;
+ PyObject *tb = NULL;
+ PyObject *val = NULL;
+ PyObject *yf = gen->yieldfrom;
+ if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
+ return NULL;
+ if (unlikely(__Pyx_Generator_CheckRunning(gen)))
+ return NULL;
+ if (yf) {
+ PyObject *ret;
+ Py_INCREF(yf);
+#if PY_VERSION_HEX >= 0x02050000
+ if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) {
+ int err = __Pyx_Generator_CloseIter(gen, yf);
+ Py_DECREF(yf);
+ __Pyx_Generator_Undelegate(gen);
+ if (err < 0)
+ return __Pyx_Generator_SendEx(gen, NULL);
+ goto throw_here;
+ }
+#endif
+ gen->is_running = 1;
+ if (__Pyx_Generator_CheckExact(yf)) {
+ ret = __Pyx_Generator_Throw(yf, args);
+ } else {
+ PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw);
+ if (unlikely(!meth)) {
+ Py_DECREF(yf);
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ gen->is_running = 0;
+ return NULL;
+ }
+ PyErr_Clear();
+ __Pyx_Generator_Undelegate(gen);
+ gen->is_running = 0;
+ goto throw_here;
+ }
+ ret = PyObject_CallObject(meth, args);
+ Py_DECREF(meth);
+ }
+ gen->is_running = 0;
+ Py_DECREF(yf);
+ if (!ret) {
+ ret = __Pyx_Generator_FinishDelegation(gen);
+ }
+ return ret;
+ }
+throw_here:
+ __Pyx_Raise(typ, val, tb, NULL);
+ return __Pyx_Generator_SendEx(gen, NULL);
+}
+static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ Py_VISIT(gen->closure);
+ Py_VISIT(gen->classobj);
+ Py_VISIT(gen->yieldfrom);
+ Py_VISIT(gen->exc_type);
+ Py_VISIT(gen->exc_value);
+ Py_VISIT(gen->exc_traceback);
+ return 0;
+}
+static int __Pyx_Generator_clear(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ Py_CLEAR(gen->closure);
+ Py_CLEAR(gen->classobj);
+ Py_CLEAR(gen->yieldfrom);
+ Py_CLEAR(gen->exc_type);
+ Py_CLEAR(gen->exc_value);
+ Py_CLEAR(gen->exc_traceback);
+ return 0;
+}
+static void __Pyx_Generator_dealloc(PyObject *self) {
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ PyObject_GC_UnTrack(gen);
+ if (gen->gi_weakreflist != NULL)
+ PyObject_ClearWeakRefs(self);
+ PyObject_GC_Track(self);
+ if (gen->resume_label > 0) {
+ Py_TYPE(gen)->tp_del(self);
+ if (self->ob_refcnt > 0)
+ return; /* resurrected. :( */
+ }
+ PyObject_GC_UnTrack(self);
+ __Pyx_Generator_clear(self);
+ PyObject_GC_Del(gen);
+}
+static void __Pyx_Generator_del(PyObject *self) {
+ PyObject *res;
+ PyObject *error_type, *error_value, *error_traceback;
+ __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
+ if (gen->resume_label <= 0)
+ return ;
+ assert(self->ob_refcnt == 0);
+ self->ob_refcnt = 1;
+ __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
+ res = __Pyx_Generator_Close(self);
+ if (res == NULL)
+ PyErr_WriteUnraisable(self);
+ else
+ Py_DECREF(res);
+ __Pyx_ErrRestore(error_type, error_value, error_traceback);
+ /* Undo the temporary resurrection; can't use DECREF here, it would
+ * cause a recursive call.
+ */
+ assert(self->ob_refcnt > 0);
+ if (--self->ob_refcnt == 0)
+ return; /* this is the normal path out */
+ /* close() resurrected it! Make it look like the original Py_DECREF
+ * never happened.
+ */
+ {
+ Py_ssize_t refcnt = self->ob_refcnt;
+ _Py_NewReference(self);
+ self->ob_refcnt = refcnt;
+ }
+#if CYTHON_COMPILING_IN_CPYTHON
+ assert(PyType_IS_GC(self->ob_type) &&
+ _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
+ /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so
+ * we need to undo that. */
+ _Py_DEC_REFTOTAL;
+#endif
+ /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object
+ * chain, so no more to do there.
+ * If COUNT_ALLOCS, the original decref bumped tp_frees, and
+ * _Py_NewReference bumped tp_allocs: both of those need to be
+ * undone.
+ */
+#ifdef COUNT_ALLOCS
+ --Py_TYPE(self)->tp_frees;
+ --Py_TYPE(self)->tp_allocs;
+#endif
+}
+static PyMemberDef __pyx_Generator_memberlist[] = {
+ {(char *) "gi_running",
+#if PY_VERSION_HEX >= 0x02060000
+ T_BOOL,
+#else
+ T_BYTE,
+#endif
+ offsetof(__pyx_GeneratorObject, is_running),
+ READONLY,
+ NULL},
+ {0, 0, 0, 0, 0}
+};
+static PyMethodDef __pyx_Generator_methods[] = {
+ {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0},
+ {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0},
+ {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0},
+ {0, 0, 0, 0}
+};
+static PyTypeObject __pyx_GeneratorType_type = {
+ PyVarObject_HEAD_INIT(0, 0)
+ __Pyx_NAMESTR("generator"), /*tp_name*/
+ sizeof(__pyx_GeneratorObject), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+#if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+#else
+ 0, /*reserved*/
+#endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/
+ 0, /*tp_doc*/
+ (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */
+ 0, /*tp_iter*/
+ (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/
+ __pyx_Generator_methods, /*tp_methods*/
+ __pyx_Generator_memberlist, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ 0, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ __Pyx_Generator_del, /*tp_del*/
+#if PY_VERSION_HEX >= 0x02060000
+ 0, /*tp_version_tag*/
+#endif
+};
+static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
+ PyObject *closure) {
+ __pyx_GeneratorObject *gen =
+ PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type);
+ if (gen == NULL)
+ return NULL;
+ gen->body = body;
+ gen->closure = closure;
+ Py_XINCREF(closure);
+ gen->is_running = 0;
+ gen->resume_label = 0;
+ gen->classobj = NULL;
+ gen->yieldfrom = NULL;
+ gen->exc_type = NULL;
+ gen->exc_value = NULL;
+ gen->exc_traceback = NULL;
+ gen->gi_weakreflist = NULL;
+ PyObject_GC_Track(gen);
+ return gen;
+}
+static int __pyx_Generator_init(void) {
+ __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr;
+ __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
+ if (PyType_Ready(&__pyx_GeneratorType_type)) {
+ return -1;
+ }
+ __pyx_GeneratorType = &__pyx_GeneratorType_type;
+ return 0;
+}
+
+static int __Pyx_check_binary_version(void) {
+ char ctversion[4], rtversion[4];
+ PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
+ PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
+ if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
+ char message[200];
+ PyOS_snprintf(message, sizeof(message),
+ "compiletime version %s of module '%.100s' "
+ "does not match runtime version %s",
+ ctversion, __Pyx_MODULE_NAME, rtversion);
+ #if PY_VERSION_HEX < 0x02050000
+ return PyErr_Warn(NULL, message);
+ #else
+ return PyErr_WarnEx(NULL, message, 1);
+ #endif
+ }
+ return 0;
+}
+
+static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) {
+ PyObject *d = 0;
+ PyObject *cobj = 0;
+ union {
+ void (*fp)(void);
+ void *p;
+ } tmp;
+ d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__");
+ if (!d) {
+ PyErr_Clear();
+ d = PyDict_New();
+ if (!d)
+ goto bad;
+ Py_INCREF(d);
+ if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0)
+ goto bad;
+ }
+ tmp.fp = f;
+#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
+ cobj = PyCapsule_New(tmp.p, sig, 0);
+#else
+ cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0);
+#endif
+ if (!cobj)
+ goto bad;
+ if (PyDict_SetItemString(d, name, cobj) < 0)
+ goto bad;
+ Py_DECREF(cobj);
+ Py_DECREF(d);
+ return 0;
+bad:
+ Py_XDECREF(cobj);
+ Py_XDECREF(d);
+ return -1;
+}
+
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
+ int start = 0, mid = 0, end = count - 1;
+ if (end >= 0 && code_line > entries[end].code_line) {
+ return count;
+ }
+ while (start < end) {
+ mid = (start + end) / 2;
+ if (code_line < entries[mid].code_line) {
+ end = mid;
+ } else if (code_line > entries[mid].code_line) {
+ start = mid + 1;
+ } else {
+ return mid;
+ }
+ }
+ if (code_line <= entries[mid].code_line) {
+ return mid;
+ } else {
+ return mid + 1;
+ }
+}
+static PyCodeObject *__pyx_find_code_object(int code_line) {
+ PyCodeObject* code_object;
+ int pos;
+ if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
+ return NULL;
+ }
+ pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+ if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
+ return NULL;
+ }
+ code_object = __pyx_code_cache.entries[pos].code_object;
+ Py_INCREF(code_object);
+ return code_object;
+}
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
+ int pos, i;
+ __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
+ if (unlikely(!code_line)) {
+ return;
+ }
+ if (unlikely(!entries)) {
+ entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
+ if (likely(entries)) {
+ __pyx_code_cache.entries = entries;
+ __pyx_code_cache.max_count = 64;
+ __pyx_code_cache.count = 1;
+ entries[0].code_line = code_line;
+ entries[0].code_object = code_object;
+ Py_INCREF(code_object);
+ }
+ return;
+ }
+ pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
+ if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
+ PyCodeObject* tmp = entries[pos].code_object;
+ entries[pos].code_object = code_object;
+ Py_DECREF(tmp);
+ return;
+ }
+ if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
+ int new_max = __pyx_code_cache.max_count + 64;
+ entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
+ __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry));
+ if (unlikely(!entries)) {
+ return;
+ }
+ __pyx_code_cache.entries = entries;
+ __pyx_code_cache.max_count = new_max;
+ }
+ for (i=__pyx_code_cache.count; i>pos; i--) {
+ entries[i] = entries[i-1];
+ }
+ entries[pos].code_line = code_line;
+ entries[pos].code_object = code_object;
+ __pyx_code_cache.count++;
+ Py_INCREF(code_object);
+}
+
+#include "compile.h"
+#include "frameobject.h"
+#include "traceback.h"
+static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
+ const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyCodeObject *py_code = 0;
+ PyObject *py_srcfile = 0;
+ PyObject *py_funcname = 0;
+ #if PY_MAJOR_VERSION < 3
+ py_srcfile = PyString_FromString(filename);
+ #else
+ py_srcfile = PyUnicode_FromString(filename);
+ #endif
+ if (!py_srcfile) goto bad;
+ if (c_line) {
+ #if PY_MAJOR_VERSION < 3
+ py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+ #else
+ py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+ #endif
+ }
+ else {
+ #if PY_MAJOR_VERSION < 3
+ py_funcname = PyString_FromString(funcname);
+ #else
+ py_funcname = PyUnicode_FromString(funcname);
+ #endif
+ }
+ if (!py_funcname) goto bad;
+ py_code = __Pyx_PyCode_New(
+ 0, /*int argcount,*/
+ 0, /*int kwonlyargcount,*/
+ 0, /*int nlocals,*/
+ 0, /*int stacksize,*/
+ 0, /*int flags,*/
+ __pyx_empty_bytes, /*PyObject *code,*/
+ __pyx_empty_tuple, /*PyObject *consts,*/
+ __pyx_empty_tuple, /*PyObject *names,*/
+ __pyx_empty_tuple, /*PyObject *varnames,*/
+ __pyx_empty_tuple, /*PyObject *freevars,*/
+ __pyx_empty_tuple, /*PyObject *cellvars,*/
+ py_srcfile, /*PyObject *filename,*/
+ py_funcname, /*PyObject *name,*/
+ py_line, /*int firstlineno,*/
+ __pyx_empty_bytes /*PyObject *lnotab*/
+ );
+ Py_DECREF(py_srcfile);
+ Py_DECREF(py_funcname);
+ return py_code;
+bad:
+ Py_XDECREF(py_srcfile);
+ Py_XDECREF(py_funcname);
+ return NULL;
+}
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename) {
+ PyCodeObject *py_code = 0;
+ PyObject *py_globals = 0;
+ PyFrameObject *py_frame = 0;
+ py_code = __pyx_find_code_object(c_line ? c_line : py_line);
+ if (!py_code) {
+ py_code = __Pyx_CreateCodeObjectForTraceback(
+ funcname, c_line, py_line, filename);
+ if (!py_code) goto bad;
+ __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
+ }
+ py_globals = PyModule_GetDict(__pyx_m);
+ if (!py_globals) goto bad;
+ py_frame = PyFrame_New(
+ PyThreadState_GET(), /*PyThreadState *tstate,*/
+ py_code, /*PyCodeObject *code,*/
+ py_globals, /*PyObject *globals,*/
+ 0 /*PyObject *locals*/
+ );
+ if (!py_frame) goto bad;
+ py_frame->f_lineno = py_line;
+ PyTraceBack_Here(py_frame);
+bad:
+ Py_XDECREF(py_code);
+ Py_XDECREF(py_frame);
+}
+
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
+ while (t->p) {
+ #if PY_MAJOR_VERSION < 3
+ if (t->is_unicode) {
+ *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
+ } else if (t->intern) {
+ *t->p = PyString_InternFromString(t->s);
+ } else {
+ *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
+ }
+ #else /* Python 3+ has unicode identifiers */
+ if (t->is_unicode | t->is_str) {
+ if (t->intern) {
+ *t->p = PyUnicode_InternFromString(t->s);
+ } else if (t->encoding) {
+ *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
+ } else {
+ *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
+ }
+ } else {
+ *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
+ }
+ #endif
+ if (!*t->p)
+ return -1;
+ ++t;
+ }
+ return 0;
+}
+
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) {
+ return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str));
+}
+static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) {
+ Py_ssize_t ignore;
+ return __Pyx_PyObject_AsStringAndSize(o, &ignore);
+}
+static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+ if (
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+ __Pyx_sys_getdefaultencoding_not_ascii &&
+#endif
+ PyUnicode_Check(o)) {
+#if PY_VERSION_HEX < 0x03030000
+ char* defenc_c;
+ PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
+ if (!defenc) return NULL;
+ defenc_c = PyBytes_AS_STRING(defenc);
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+ {
+ char* end = defenc_c + PyBytes_GET_SIZE(defenc);
+ char* c;
+ for (c = defenc_c; c < end; c++) {
+ if ((unsigned char) (*c) >= 128) {
+ PyUnicode_AsASCIIString(o);
+ return NULL;
+ }
+ }
+ }
+#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/
+ *length = PyBytes_GET_SIZE(defenc);
+ return defenc_c;
+#else /* PY_VERSION_HEX < 0x03030000 */
+ if (PyUnicode_READY(o) == -1) return NULL;
+#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+ if (PyUnicode_IS_ASCII(o)) {
+ *length = PyUnicode_GET_DATA_SIZE(o);
+ return PyUnicode_AsUTF8(o);
+ } else {
+ PyUnicode_AsASCIIString(o);
+ return NULL;
+ }
+#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */
+ return PyUnicode_AsUTF8AndSize(o, length);
+#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */
+#endif /* PY_VERSION_HEX < 0x03030000 */
+ } else
+#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */
+ {
+ char* result;
+ int r = PyBytes_AsStringAndSize(o, &result, length);
+ if (r < 0) {
+ return NULL;
+ } else {
+ return result;
+ }
+ }
+}
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
+ int is_true = x == Py_True;
+ if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
+ else return PyObject_IsTrue(x);
+}
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
+ PyNumberMethods *m;
+ const char *name = NULL;
+ PyObject *res = NULL;
+#if PY_MAJOR_VERSION < 3
+ if (PyInt_Check(x) || PyLong_Check(x))
+#else
+ if (PyLong_Check(x))
+#endif
+ return Py_INCREF(x), x;
+ m = Py_TYPE(x)->tp_as_number;
+#if PY_MAJOR_VERSION < 3
+ if (m && m->nb_int) {
+ name = "int";
+ res = PyNumber_Int(x);
+ }
+ else if (m && m->nb_long) {
+ name = "long";
+ res = PyNumber_Long(x);
+ }
+#else
+ if (m && m->nb_int) {
+ name = "int";
+ res = PyNumber_Long(x);
+ }
+#endif
+ if (res) {
+#if PY_MAJOR_VERSION < 3
+ if (!PyInt_Check(res) && !PyLong_Check(res)) {
+#else
+ if (!PyLong_Check(res)) {
+#endif
+ PyErr_Format(PyExc_TypeError,
+ "__%s__ returned non-%s (type %.200s)",
+ name, name, Py_TYPE(res)->tp_name);
+ Py_DECREF(res);
+ return NULL;
+ }
+ }
+ else if (!PyErr_Occurred()) {
+ PyErr_SetString(PyExc_TypeError,
+ "an integer is required");
+ }
+ return res;
+}
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
+ Py_ssize_t ival;
+ PyObject* x = PyNumber_Index(b);
+ if (!x) return -1;
+ ival = PyInt_AsSsize_t(x);
+ Py_DECREF(x);
+ return ival;
+}
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
+#if PY_VERSION_HEX < 0x02050000
+ if (ival <= LONG_MAX)
+ return PyInt_FromLong((long)ival);
+ else {
+ unsigned char *bytes = (unsigned char *) &ival;
+ int one = 1; int little = (int)*(unsigned char*)&one;
+ return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0);
+ }
+#else
+ return PyInt_FromSize_t(ival);
+#endif
+}
+static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) {
+ unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x);
+ if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) {
+ if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred())
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to size_t");
+ return (size_t)-1;
+ }
+ return (size_t)val;
+}
+
+
+#endif /* Py_PYTHON_H */
diff --git a/python/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 = <int*> malloc(2*num_links[0]*sizeof(int))
+ for i from 0 <= i < num_links[0]:
+ self._unlink(self.links.arr[start + i], sent_links + (2*i), sent_links + (2*i) + 1)
+ return sent_links
+
+ def __cinit__(self, from_binary=None, from_text=None):
+ self.links = IntList(1000,1000)
+ self.sent_index = IntList(1000,1000)
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_text:
+ self.read_text(from_text)
+
+ def read_text(self, char* filename):
+ with gzip_or_text(filename) as f:
+ for line in f:
+ self.sent_index.append(len(self.links))
+ pairs = line.split()
+ for pair in pairs:
+ (i, j) = map(int, pair.split('-'))
+ self.links.append(self.link(i, j))
+ self.sent_index.append(len(self.links))
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.links.read_handle(f)
+ self.sent_index.read_handle(f)
+ fclose(f)
+
+ def write_text(self, char* filename):
+ with open(filename, "w") as f:
+ sent_num = 0
+ for i, link in enumerate(self.links):
+ while i >= self.sent_index[sent_num]:
+ f.write("\n")
+ sent_num = sent_num + 1
+ f.write("%d-%d " % self.unlink(link))
+ f.write("\n")
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.links.write_handle(f)
+ self.sent_index.write_handle(f)
+ fclose(f)
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ 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 <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, strcpy
+
+cdef struct _node:
+ _node* smaller
+ _node* bigger
+ int key
+ int val
+
+cdef _node* new_node(int key):
+ cdef _node* n
+ n = <_node*> malloc(sizeof(_node))
+ n.smaller = NULL
+ n.bigger = NULL
+ n.key = key
+ n.val = 0
+ return n
+
+
+cdef del_node(_node* n):
+ if n.smaller != NULL:
+ del_node(n.smaller)
+ if n.bigger != NULL:
+ del_node(n.bigger)
+ free(n)
+
+cdef int* get_val(_node* n, int key):
+ if key == n.key:
+ return &n.val
+ elif key < n.key:
+ if n.smaller == NULL:
+ n.smaller = new_node(key)
+ return &(n.smaller.val)
+ return get_val(n.smaller, key)
+ else:
+ if n.bigger == NULL:
+ n.bigger = new_node(key)
+ return &(n.bigger.val)
+ return get_val(n.bigger, key)
+
+
+cdef class BiLex:
+ cdef FloatList col1
+ cdef FloatList col2
+ cdef IntList f_index
+ cdef IntList e_index
+ cdef id2eword, id2fword, eword2id, fword2id
+
+ def __cinit__(self, from_text=None, from_data=False, from_binary=None,
+ earray=None, fsarray=None, alignment=None):
+ self.id2eword = []
+ self.id2fword = []
+ self.eword2id = {}
+ self.fword2id = {}
+ self.e_index = IntList()
+ self.f_index = IntList()
+ self.col1 = FloatList()
+ self.col2 = FloatList()
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_data:
+ self.compute_from_data(fsarray, earray, alignment)
+ else:
+ self.read_text(from_text)
+
+
+ cdef compute_from_data(self, SuffixArray fsa, DataArray eda, Alignment aa):
+ cdef int sent_id, num_links, l, i, j, f_i, e_j, I, J, V_E, V_F, num_pairs
+ cdef int *fsent, *esent, *alignment, *links, *ealigned, *faligned
+ cdef _node** dict
+ cdef int *fmargin, *emargin, *count
+ cdef int null_word
+
+ null_word = 0
+ for word in fsa.darray.id2word: # I miss list comprehensions
+ self.id2fword.append(word)
+ self.id2fword[null_word] = "NULL"
+ for id, word in enumerate(self.id2fword):
+ self.fword2id[word] = id
+
+ for word in eda.id2word:
+ self.id2eword.append(word)
+ self.id2eword[null_word] = "NULL"
+ for id, word in enumerate(self.id2eword):
+ self.eword2id[word] = id
+
+ num_pairs = 0
+
+ V_E = len(eda.id2word)
+ V_F = len(fsa.darray.id2word)
+ fmargin = <int*> malloc(V_F*sizeof(int))
+ emargin = <int*> malloc(V_E*sizeof(int))
+ memset(fmargin, 0, V_F*sizeof(int))
+ memset(emargin, 0, V_E*sizeof(int))
+
+ dict = <_node**> malloc(V_F*sizeof(_node*))
+ memset(dict, 0, V_F*sizeof(_node*))
+
+ num_sents = len(fsa.darray.sent_index)
+ for sent_id from 0 <= sent_id < num_sents-1:
+
+ fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id]
+ I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1
+ faligned = <int*> malloc(I*sizeof(int))
+ memset(faligned, 0, I*sizeof(int))
+
+ esent = eda.data.arr + eda.sent_index.arr[sent_id]
+ J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1
+ ealigned = <int*> malloc(J*sizeof(int))
+ memset(ealigned, 0, J*sizeof(int))
+
+ links = aa._get_sent_links(sent_id, &num_links)
+
+ for l from 0 <= l < num_links:
+ i = links[l*2]
+ j = links[l*2+1]
+ if i >= I or j >= J:
+ raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1))
+ f_i = fsent[i]
+ e_j = esent[j]
+ fmargin[f_i] = fmargin[f_i]+1
+ emargin[e_j] = emargin[e_j]+1
+ if dict[f_i] == NULL:
+ dict[f_i] = new_node(e_j)
+ dict[f_i].val = 1
+ num_pairs = num_pairs + 1
+ else:
+ count = get_val(dict[f_i], e_j)
+ if count[0] == 0:
+ num_pairs = num_pairs + 1
+ count[0] = count[0] + 1
+ # add count
+ faligned[i] = 1
+ ealigned[j] = 1
+ for i from 0 <= i < I:
+ if faligned[i] == 0:
+ f_i = fsent[i]
+ fmargin[f_i] = fmargin[f_i] + 1
+ emargin[null_word] = emargin[null_word] + 1
+ if dict[f_i] == NULL:
+ dict[f_i] = new_node(null_word)
+ dict[f_i].val = 1
+ num_pairs = num_pairs + 1
+ else:
+ count = get_val(dict[f_i], null_word)
+ if count[0] == 0:
+ num_pairs = num_pairs + 1
+ count[0] = count[0] + 1
+ for j from 0 <= j < J:
+ if ealigned[j] == 0:
+ e_j = esent[j]
+ fmargin[null_word] = fmargin[null_word] + 1
+ emargin[e_j] = emargin[e_j] + 1
+ if dict[null_word] == NULL:
+ dict[null_word] = new_node(e_j)
+ dict[null_word].val = 1
+ num_pairs = num_pairs + 1
+ else:
+ count = get_val(dict[null_word], e_j)
+ if count[0] == 0:
+ num_pairs = num_pairs + 1
+ count[0] = count[0] + 1
+ free(links)
+ free(faligned)
+ free(ealigned)
+ self.f_index = IntList(initial_len=V_F)
+ self.e_index = IntList(initial_len=num_pairs)
+ self.col1 = FloatList(initial_len=num_pairs)
+ self.col2 = FloatList(initial_len=num_pairs)
+
+ num_pairs = 0
+ for i from 0 <= i < V_F:
+ #self.f_index[i] = num_pairs
+ self.f_index.set(i, num_pairs)
+ if dict[i] != NULL:
+ self._add_node(dict[i], &num_pairs, float(fmargin[i]), emargin)
+ del_node(dict[i])
+ free(fmargin)
+ free(emargin)
+ free(dict)
+ return
+
+
+ cdef _add_node(self, _node* n, int* num_pairs, float fmargin, int* emargin):
+ cdef int loc
+ if n.smaller != NULL:
+ self._add_node(n.smaller, num_pairs, fmargin, emargin)
+ loc = num_pairs[0]
+ self.e_index.set(loc, n.key)
+ self.col1.set(loc, float(n.val)/fmargin)
+ self.col2.set(loc, float(n.val)/float(emargin[n.key]))
+ num_pairs[0] = loc + 1
+ if n.bigger != NULL:
+ self._add_node(n.bigger, num_pairs, fmargin, emargin)
+
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.f_index.write_handle(f)
+ self.e_index.write_handle(f)
+ self.col1.write_handle(f)
+ self.col2.write_handle(f)
+ self.write_wordlist(self.id2fword, f)
+ self.write_wordlist(self.id2eword, f)
+ fclose(f)
+
+
+ cdef write_wordlist(self, wordlist, FILE* f):
+ cdef int word_len
+ cdef int num_words
+
+ num_words = len(wordlist)
+ fwrite(&(num_words), sizeof(int), 1, f)
+ for word in wordlist:
+ word_len = len(word) + 1
+ fwrite(&(word_len), sizeof(int), 1, f)
+ fwrite(<char *>word, sizeof(char), word_len, f)
+
+
+ cdef read_wordlist(self, word2id, id2word, FILE* f):
+ cdef int num_words
+ cdef int word_len
+ cdef char* word
+
+ fread(&(num_words), sizeof(int), 1, f)
+ for i from 0 <= i < num_words:
+ fread(&(word_len), sizeof(int), 1, f)
+ word = <char*> malloc (word_len * sizeof(char))
+ fread(word, sizeof(char), word_len, f)
+ word2id[word] = len(id2word)
+ id2word.append(word)
+ free(word)
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.f_index.read_handle(f)
+ self.e_index.read_handle(f)
+ self.col1.read_handle(f)
+ self.col2.read_handle(f)
+ self.read_wordlist(self.fword2id, self.id2fword, f)
+ self.read_wordlist(self.eword2id, self.id2eword, f)
+ fclose(f)
+
+
+ def get_e_id(self, eword):
+ if eword not in self.eword2id:
+ e_id = len(self.id2eword)
+ self.id2eword.append(eword)
+ self.eword2id[eword] = e_id
+ return self.eword2id[eword]
+
+
+ def get_f_id(self, fword):
+ if fword not in self.fword2id:
+ f_id = len(self.id2fword)
+ self.id2fword.append(fword)
+ self.fword2id[fword] = f_id
+ return self.fword2id[fword]
+
+
+ def read_text(self, char* filename):
+ cdef i, j, w, e_id, f_id, n_f, n_e, N
+ cdef IntList fcount
+
+ fcount = IntList()
+ with gzip_or_text(filename) as f:
+ # first loop merely establishes size of array objects
+ for line in f:
+ (fword, eword, score1, score2) = line.split()
+ f_id = self.get_f_id(fword)
+ e_id = self.get_e_id(eword)
+ while f_id >= len(fcount):
+ fcount.append(0)
+ fcount.arr[f_id] = fcount.arr[f_id] + 1
+
+ # Allocate space for dictionary in arrays
+ N = 0
+ n_f = len(fcount)
+ self.f_index = IntList(initial_len=n_f+1)
+ for i from 0 <= i < n_f:
+ self.f_index.arr[i] = N
+ N = N + fcount.arr[i]
+ fcount.arr[i] = 0
+ self.f_index.arr[n_f] = N
+ self.e_index = IntList(initial_len=N)
+ self.col1 = FloatList(initial_len=N)
+ self.col2 = FloatList(initial_len=N)
+
+ # Re-read file, placing words into buckets
+ f.seek(0)
+ for line in f:
+ (fword, eword, score1, score2) = line.split()
+ f_id = self.get_f_id(fword)
+ e_id = self.get_e_id(eword)
+ index = self.f_index.arr[f_id] + fcount.arr[f_id]
+ fcount.arr[f_id] = fcount.arr[f_id] + 1
+ self.e_index.arr[index] = int(e_id)
+ self.col1[index] = float(score1)
+ self.col2[index] = float(score2)
+
+ # Sort buckets by eword
+ for b from 0 <= b < n_f:
+ i = self.f_index.arr[b]
+ j = self.f_index.arr[b+1]
+ self.qsort(i,j, "")
+
+
+ cdef swap(self, int i, int j):
+ cdef int itmp
+ cdef float ftmp
+
+ if i == j:
+ return
+
+ itmp = self.e_index.arr[i]
+ self.e_index.arr[i] = self.e_index.arr[j]
+ self.e_index.arr[j] = itmp
+
+ ftmp = self.col1.arr[i]
+ self.col1.arr[i] = self.col1.arr[j]
+ self.col1.arr[j] = ftmp
+
+ ftmp = self.col2.arr[i]
+ self.col2.arr[i] = self.col2.arr[j]
+ self.col2.arr[j] = ftmp
+
+
+ cdef qsort(self, int i, int j, pad):
+ cdef int pval, p
+
+ if i > j:
+ raise Exception("Sort error in CLex")
+ if i == j: #empty interval
+ return
+ if i == j-1: # singleton interval
+ return
+
+ p = (i+j)/2
+ pval = self.e_index.arr[p]
+ self.swap(i, p)
+ p = i
+ for k from i+1 <= k < j:
+ if pval >= self.e_index.arr[k]:
+ self.swap(p+1, k)
+ self.swap(p, p+1)
+ p = p + 1
+ self.qsort(i,p, pad+" ")
+ self.qsort(p+1,j, pad+" ")
+
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ for i in self.f_index:
+ f.write("%d " % i)
+ f.write("\n")
+ for i, s1, s2 in zip(self.e_index, self.col1, self.col2):
+ f.write("%d %f %f " % (i, s1, s2))
+ f.write("\n")
+ for i, w in enumerate(self.id2fword):
+ f.write("%d %s " % (i, w))
+ f.write("\n")
+ for i, w in enumerate(self.id2eword):
+ f.write("%d %s " % (i, w))
+ f.write("\n")
+
+
+ def get_score(self, fword, eword, col):
+ cdef e_id, f_id, low, high, midpoint, val
+
+ if eword not in self.eword2id:
+ return None
+ if fword not in self.fword2id:
+ return None
+ f_id = self.fword2id[fword]
+ e_id = self.eword2id[eword]
+ low = self.f_index.arr[f_id]
+ high = self.f_index.arr[f_id+1]
+ while high - low > 0:
+ midpoint = (low+high)/2
+ val = self.e_index.arr[midpoint]
+ if val == e_id:
+ if col == 0:
+ return self.col1.arr[midpoint]
+ if col == 1:
+ return self.col2.arr[midpoint]
+ if val > e_id:
+ high = midpoint
+ if val < e_id:
+ low = midpoint + 1
+ return None
+
+
+ def write_text(self, char* filename):
+ """Note: does not guarantee writing the dictionary in the original order"""
+ cdef i, N, e_id, f_id
+
+ with open(filename, "w") as f:
+ N = len(self.e_index)
+ f_id = 0
+ for i from 0 <= i < N:
+ while self.f_index.arr[f_id+1] == i:
+ f_id = f_id + 1
+ e_id = self.e_index.arr[i]
+ score1 = self.col1.arr[i]
+ score2 = self.col2.arr[i]
+ f.write("%s %s %.6f %.6f\n" % (self.id2fword[f_id], self.id2eword[e_id], score1, score2))
diff --git a/python/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 <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, strcpy
+
+cdef class DataArray:
+ cdef public word2id
+ cdef public id2word
+ cdef public IntList data
+ cdef public IntList sent_id
+ cdef public IntList sent_index
+ cdef bint use_sent_id
+
+ def __cinit__(self, from_binary=None, from_text=None, side=None, bint use_sent_id=False):
+ self.word2id = {"END_OF_FILE":0, "END_OF_LINE":1}
+ self.id2word = ["END_OF_FILE", "END_OF_LINE"]
+ self.data = IntList(1000,1000)
+ self.sent_id = IntList(1000,1000)
+ self.sent_index = IntList(1000,1000)
+ self.use_sent_id = use_sent_id
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_text:
+ if side:
+ self.read_bitext(from_text, (0 if side == 'source' else 1))
+ else:
+ self.read_text(from_text)
+
+ def __len__(self):
+ return len(self.data)
+
+ def get_sentence_id(self, i):
+ return self.sent_id.arr[i]
+
+ def get_sentence(self, i):
+ cdef int j, start, stop
+ sent = []
+ start = self.sent_index.arr[i]
+ stop = self.sent_index.arr[i+1]
+ for i from start <= i < stop:
+ sent.append(self.id2word[self.data.arr[i]])
+ return sent
+
+ def get_id(self, word):
+ if not word in self.word2id:
+ self.word2id[word] = len(self.id2word)
+ self.id2word.append(word)
+ return self.word2id[word]
+
+ def __getitem__(self, loc):
+ return self.id2word[self.data.arr[loc]]
+
+ def get_sentence_bounds(self, loc):
+ cdef int sid = self.sent_id.arr[loc]
+ return (self.sent_index.arr[sid], self.sent_index.arr[sid+1])
+
+ def write_text(self, char* filename):
+ with open(filename, "w") as f:
+ for w_id in self.data:
+ if w_id > 1:
+ f.write("%s " % self.get_word(w_id))
+ if w_id == 1:
+ f.write("\n")
+
+ def read_text(self, char* filename):
+ with gzip_or_text(filename) as fp:
+ self.read_text_data(fp)
+
+ def read_bitext(self, char* filename, int side):
+ with gzip_or_text(filename) as fp:
+ data = (line.split(' ||| ')[side] for line in fp)
+ self.read_text_data(data)
+
+ def read_text_data(self, data):
+ cdef int word_count = 0
+ for line_num, line in enumerate(data):
+ self.sent_index.append(word_count)
+ for word in line.split():
+ self.data.append(self.get_id(word))
+ if self.use_sent_id:
+ self.sent_id.append(line_num)
+ word_count = word_count + 1
+ self.data.append(1)
+ if self.use_sent_id:
+ self.sent_id.append(line_num)
+ word_count = word_count + 1
+ self.data.append(0)
+ self.sent_index.append(word_count)
+
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.read_handle(f)
+ fclose(f)
+
+ cdef void read_handle(self, FILE* f):
+ cdef int num_words, word_len
+ cdef unsigned i
+ cdef char* word
+
+ self.data.read_handle(f)
+ self.sent_index.read_handle(f)
+ self.sent_id.read_handle(f)
+ fread(&(num_words), sizeof(int), 1, f)
+ for i in range(num_words):
+ fread(&(word_len), sizeof(int), 1, f)
+ word = <char*> malloc (word_len * sizeof(char))
+ fread(word, sizeof(char), word_len, f)
+ self.word2id[word] = len(self.id2word)
+ self.id2word.append(word)
+ free(word)
+ if len(self.sent_id) == 0:
+ self.use_sent_id = False
+ else:
+ self.use_sent_id = True
+
+ cdef void write_handle(self, FILE* f):
+ cdef int word_len
+ cdef int num_words
+
+ self.data.write_handle(f)
+ self.sent_index.write_handle(f)
+ self.sent_id.write_handle(f)
+ num_words = len(self.id2word) - 2
+ fwrite(&(num_words), sizeof(int), 1, f)
+ for word in self.id2word[2:]:
+ word_len = len(word) + 1
+ fwrite(&(word_len), sizeof(int), 1, f)
+ fwrite(<char *>word, sizeof(char), word_len, f)
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.write_handle(f)
+ fclose(f)
+
+ def write_enhanced_handle(self, f):
+ for i in self.data:
+ f.write("%d " %i)
+ f.write("\n")
+ for i in self.sent_index:
+ f.write("%d " %i)
+ f.write("\n")
+ for i in self.sent_id:
+ f.write("%d " %i)
+ f.write("\n")
+ for word in self.id2word:
+ f.write("%s %d " % (word, self.word2id[word]))
+ f.write("\n")
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ self.write_enhanced_handle(self, f)
diff --git a/python/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 '<seg grammar="{}" id="{}">{}</seg>{}'.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(('<s>',), sentence.split(), ('</s>',)))
+ 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(<char *>model.__name__) for model in models]
+ self.models = zip(names, models)
+
+ cdef FeatureVector score(self, ctx):
+ cdef FeatureVector scores = FeatureVector()
+ for name, model in self.models:
+ scores.set(name, model(ctx))
+ return scores
diff --git a/python/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 <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, strcpy, strlen
+
+cdef class FloatList:
+
+ def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ if initial_len > size:
+ size = initial_len
+ self.size = size
+ self.increment = increment
+ self.len = initial_len
+ self.arr = <float*> malloc(size*sizeof(float))
+ memset(self.arr, 0, initial_len*sizeof(float))
+
+ def __dealloc__(self):
+ free(self.arr)
+
+ def __getitem__(self, i):
+ j = i
+ if i<0:
+ j = self.len + i
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len))
+ return self.arr[j]
+
+ cdef void set(self, int i, float v):
+ j = i
+ if i<0:
+ j = self.len + i
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length FloatList" % (i, self.len))
+ self.arr[j] = v
+
+ def __setitem__(self, i, val):
+ self.set(i, val)
+
+ def __len__(self):
+ return self.len
+
+ def append(self, float val):
+ if self.len == self.size:
+ self.size = self.size + self.increment
+ self.arr = <float*> realloc(self.arr, self.size*sizeof(float))
+ self.arr[self.len] = val
+ self.len = self.len + 1
+
+ cdef void write_handle(self, FILE* f):
+ fwrite(&(self.len), sizeof(float), 1, f)
+ fwrite(self.arr, sizeof(float), self.len, f)
+
+ def write(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.write_handle(f)
+ fclose(f)
+
+ cdef void read_handle(self, FILE* f):
+ free(self.arr)
+ fread(&(self.len), sizeof(float), 1, f)
+ self.arr = <float*> malloc(self.len * sizeof(float))
+ self.size = self.len
+ fread(self.arr, sizeof(float), self.len, f)
+
+ def read(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.read_handle(f)
+ fclose(f)
diff --git a/python/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 <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fopen, fread, fwrite, fclose
+from libc.stdlib cimport malloc, realloc, free
+from libc.string cimport memset, memcpy
+
+cdef class IntList:
+
+ def __cinit__(self, int size=0, int increment=1, int initial_len=0):
+ if initial_len > size:
+ size = initial_len
+ self.size = size
+ self.increment = increment
+ self.len = initial_len
+ self.arr = <int*> malloc(size*sizeof(int))
+ memset(self.arr, 0, initial_len*sizeof(int))
+
+ def __str__(self):
+ cdef unsigned i
+ ret = "IntList["
+ for idx in range(self.size):
+ if idx>0:
+ ret += ","
+ ret += str(self.arr[idx])
+ ret += "]"
+ ret += "len="
+ ret += str(self.len)
+ return ret
+
+ def index(self, int val):
+ cdef unsigned i
+ for i in range(self.len):
+ if self.arr[i] == val:
+ return i
+ raise ValueError('%s not in IntList' % val)
+
+ def partition(self,start,end):
+ pivot = self.arr[end]
+ bottom = start-1
+ top = end
+ done = 0
+ while not done:
+ while not done:
+ bottom += 1
+ if bottom == top:
+ done = 1
+ break
+ if self.arr[bottom] > pivot:
+ self.arr[top] = self.arr[bottom]
+ break
+ while not done:
+ top -= 1
+ if top == bottom:
+ done = 1
+ break
+ if self.arr[top] < pivot:
+ self.arr[bottom] = self.arr[top]
+ break
+ self.arr[top] = pivot
+ return top
+
+ def _doquicksort(self,start,end):
+ if start < end:
+ split = self.partition(start,end)
+ self._doquicksort(start,split-1)
+ self._doquicksort(split+1,end)
+ else:
+ return
+
+ def sort(self):
+ self._doquicksort(0,self.len-1)
+
+ def reset(self):
+ self.len = 0
+
+ def __dealloc__(self):
+ free(self.arr)
+
+ def __iter__(self):
+ cdef int i
+ for i in range(self.len):
+ yield self.arr[i]
+
+ def __getitem__(self, index):
+ cdef int i, j, k
+ if isinstance(index, int):
+ j = index
+ if j < 0:
+ j = self.len + j
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length IntList" % (index, self.len))
+ return self.arr[j]
+ elif isinstance(index, slice):
+ i = index.start
+ j = index.stop
+ if i < 0:
+ i = self.len + i
+ if j < 0:
+ j = self.len + j
+ if i < 0 or i >= self.len or j < 0 or j > self.len:
+ raise IndexError("Requested index %d:%d of %d-length IntList" % (index.start, index.stop, self.len))
+ result = ()
+ for k from i <= k < j:
+ result = result + (self.arr[k],)
+ return result
+ else:
+ raise TypeError("Illegal key type %s for IntList" % type(index))
+
+ cdef void set(self, int i, int val):
+ j = i
+ if i<0:
+ j = self.len + i
+ if j<0 or j>=self.len:
+ raise IndexError("Requested index %d of %d-length IntList" % (i, self.len))
+ self.arr[j] = val
+
+ def __setitem__(self, i, val):
+ self.set(i, val)
+
+ def __len__(self):
+ return self.len
+
+ def get_size(self):
+ return self.size
+
+ def append(self, int val):
+ self._append(val)
+
+ cdef void _append(self, int val):
+ if self.len == self.size:
+ self.size = self.size + self.increment
+ self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ self.arr[self.len] = val
+ self.len = self.len + 1
+
+ def extend(self, other):
+ self._extend(other)
+
+ cdef void _extend(self, IntList other):
+ self._extend_arr(other.arr, other.len)
+
+ cdef void _extend_arr(self, int* other, int other_len):
+ if self.size < self.len + other_len:
+ self.size = self.len + other_len
+ self.arr = <int*> realloc(self.arr, self.size*sizeof(int))
+ memcpy(self.arr+self.len, other, other_len*sizeof(int))
+ self.len = self.len + other_len
+
+ cdef void _clear(self):
+ free(self.arr)
+ self.len = 0
+ self.size = 0
+ self.arr = <int*> malloc(0)
+
+ cdef void write_handle(self, FILE* f):
+ fwrite(&(self.len), sizeof(int), 1, f)
+ fwrite(self.arr, sizeof(int), self.len, f)
+
+ def write(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.write_handle(f)
+ fclose(f)
+
+ cdef void read_handle(self, FILE* f):
+ (self.arr)
+ fread(&(self.len), sizeof(int), 1, f)
+ self.arr = <int*> malloc(self.len * sizeof(int))
+ self.size = self.len
+ fread(self.arr, sizeof(int), self.len, f)
+
+ def read(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ self.read_handle(f)
+ fclose(f)
diff --git a/python/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 = <int*> malloc(sizeof(0*sizeof(int)))
+ return node
+
+cdef _Trie_Edge* new_trie_edge(int val):
+ cdef _Trie_Edge* edge
+ edge = <_Trie_Edge*> malloc(sizeof(_Trie_Edge))
+ edge.node = new_trie_node()
+ edge.bigger = NULL
+ edge.smaller = NULL
+ edge.val = val
+ return edge
+
+cdef free_trie_node(_Trie_Node* node):
+ if node != NULL:
+ free_trie_edge(node.root)
+ free(node.arr)
+
+cdef free_trie_edge(_Trie_Edge* edge):
+ if edge != NULL:
+ free_trie_node(edge.node)
+ free_trie_edge(edge.bigger)
+ free_trie_edge(edge.smaller)
+
+cdef _Trie_Node* trie_find(_Trie_Node* node, int val):
+ cdef _Trie_Edge* cur
+ cur = node.root
+ while cur != NULL and cur.val != val:
+ if val > cur.val:
+ cur = cur.bigger
+ elif val < cur.val:
+ cur = cur.smaller
+ if cur == NULL:
+ return NULL
+ else:
+ return cur.node
+
+cdef trie_node_data_append(_Trie_Node* node, int val):
+ cdef int new_len
+ new_len = node.arr_len + 1
+ node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ node.arr[node.arr_len] = val
+ node.arr_len = new_len
+
+cdef trie_node_data_extend(_Trie_Node* node, int* vals, int num_vals):
+ cdef int new_len
+ new_len = node.arr_len + num_vals
+ node.arr = <int*> realloc(node.arr, new_len*sizeof(int))
+ memcpy(node.arr + node.arr_len, vals, num_vals*sizeof(int))
+ node.arr_len = new_len
+
+
+cdef _Trie_Node* trie_insert(_Trie_Node* node, int val):
+ cdef _Trie_Edge** cur
+ cur = &node.root
+ while cur[0] != NULL and cur[0].val != val:
+ if val > cur[0].val:
+ cur = &cur[0].bigger
+ elif val < cur[0].val:
+ cur = &cur[0].smaller
+ if cur[0] == NULL:
+ cur[0] = new_trie_edge(val)
+ return cur[0].node
+
+cdef trie_node_to_map(_Trie_Node* node, result, prefix, int include_zeros):
+ cdef IntList arr
+
+ if include_zeros or node.arr_len > 0:
+ arr = IntList()
+ free(arr.arr)
+ arr.arr = <int*> malloc(node.arr_len * sizeof(int))
+ memcpy(arr.arr, node.arr, node.arr_len * sizeof(int))
+ arr.len = node.arr_len
+ arr.size = node.arr_len
+ result[prefix] = arr
+ trie_edge_to_map(node.root, result, prefix, include_zeros)
+
+cdef trie_edge_to_map(_Trie_Edge* edge, result, prefix, int include_zeros):
+ if edge != NULL:
+ trie_edge_to_map(edge.smaller, result, prefix, include_zeros)
+ trie_edge_to_map(edge.bigger, result, prefix, include_zeros)
+ prefix = prefix + (edge.val,)
+ trie_node_to_map(edge.node, result, prefix, include_zeros)
+
+cdef class TrieMap:
+
+ cdef _Trie_Node** root
+ cdef int V
+
+ def __cinit__(self, int alphabet_size):
+ self.V = alphabet_size
+ self.root = <_Trie_Node**> malloc(self.V * sizeof(_Trie_Node*))
+ memset(self.root, 0, self.V * sizeof(_Trie_Node*))
+
+
+ def __dealloc__(self):
+ cdef int i
+ for i from 0 <= i < self.V:
+ if self.root[i] != NULL:
+ free_trie_node(self.root[i])
+ free(self.root)
+
+
+ def insert(self, pattern):
+ cdef int* p
+ cdef int i, l
+ l = len(pattern)
+ p = <int*> malloc(l*sizeof(int))
+ for i from 0 <= i < l:
+ p[i] = pattern[i]
+ self._insert(p,l)
+ free(p)
+
+
+ cdef _Trie_Node* _insert(self, int* pattern, int pattern_len):
+ cdef int i
+ cdef _Trie_Node* node
+ if self.root[pattern[0]] == NULL:
+ self.root[pattern[0]] = new_trie_node()
+ node = self.root[pattern[0]]
+ for i from 1 <= i < pattern_len:
+ node = trie_insert(node, pattern[i])
+ return node
+
+ def contains(self, pattern):
+ cdef int* p
+ cdef int i, l
+ cdef _Trie_Node* node
+ l = len(pattern)
+ p = <int*> malloc(l*sizeof(int))
+ for i from 0 <= i < l:
+ p[i] = pattern[i]
+ node = self._contains(p,l)
+ free(p)
+ if node == NULL:
+ return False
+ else:
+ return True
+
+ cdef _Trie_Node* _contains(self, int* pattern, int pattern_len):
+ cdef int i
+ cdef _Trie_Node* node
+ node = self.root[pattern[0]]
+ i = 1
+ while node != NULL and i < pattern_len:
+ node = trie_find(node, pattern[i])
+ i = i+1
+ return node
+
+ def toMap(self, flag):
+ cdef int i, include_zeros
+
+ if flag:
+ include_zeros=1
+ else:
+ include_zeros=0
+ result = {}
+ for i from 0 <= i < self.V:
+ if self.root[i] != NULL:
+ trie_node_to_map(self.root[i], result, (i,), include_zeros)
+ return result
+
+
+cdef class Precomputation:
+ cdef int precompute_rank
+ cdef int precompute_secondary_rank
+ cdef int max_length
+ cdef int max_nonterminals
+ cdef int train_max_initial_size
+ cdef int train_min_gap_size
+ cdef precomputed_index
+ cdef precomputed_collocations
+ cdef read_map(self, FILE* f)
+ cdef write_map(self, m, FILE* f)
+
+ def __cinit__(self, fsarray=None, from_stats=None, from_binary=None,
+ precompute_rank=1000, precompute_secondary_rank=20,
+ max_length=5, max_nonterminals=2,
+ train_max_initial_size=10, train_min_gap_size=2):
+ self.precompute_rank = precompute_rank
+ self.precompute_secondary_rank = precompute_secondary_rank
+ self.max_length = max_length
+ self.max_nonterminals = max_nonterminals
+ self.train_max_initial_size = train_max_initial_size
+ self.train_min_gap_size = train_min_gap_size
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_stats:
+ self.precompute(from_stats, fsarray)
+
+
+ def read_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "r")
+ fread(&(self.precompute_rank), sizeof(int), 1, f)
+ fread(&(self.precompute_secondary_rank), sizeof(int), 1, f)
+ fread(&(self.max_length), sizeof(int), 1, f)
+ fread(&(self.max_nonterminals), sizeof(int), 1, f)
+ fread(&(self.train_max_initial_size), sizeof(int), 1, f)
+ fread(&(self.train_min_gap_size), sizeof(int), 1, f)
+ self.precomputed_index = self.read_map(f)
+ self.precomputed_collocations = self.read_map(f)
+ fclose(f)
+
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ fwrite(&(self.precompute_rank), sizeof(int), 1, f)
+ fwrite(&(self.precompute_secondary_rank), sizeof(int), 1, f)
+ fwrite(&(self.max_length), sizeof(int), 1, f)
+ fwrite(&(self.max_nonterminals), sizeof(int), 1, f)
+ fwrite(&(self.train_max_initial_size), sizeof(int), 1, f)
+ fwrite(&(self.train_min_gap_size), sizeof(int), 1, f)
+ self.write_map(self.precomputed_index, f)
+ self.write_map(self.precomputed_collocations, f)
+ fclose(f)
+
+
+ cdef write_map(self, m, FILE* f):
+ cdef int i, N
+ cdef IntList arr
+
+ N = len(m)
+ fwrite(&(N), sizeof(int), 1, f)
+ for pattern, val in m.iteritems():
+ N = len(pattern)
+ fwrite(&(N), sizeof(int), 1, f)
+ for word_id in pattern:
+ i = word_id
+ fwrite(&(i), sizeof(int), 1, f)
+ arr = val
+ arr.write_handle(f)
+
+
+ cdef read_map(self, FILE* f):
+ cdef int i, j, k, word_id, N
+ cdef IntList arr
+
+ m = {}
+ fread(&(N), sizeof(int), 1, f)
+ for j from 0 <= j < N:
+ fread(&(i), sizeof(int), 1, f)
+ key = ()
+ for k from 0 <= k < i:
+ fread(&(word_id), sizeof(int), 1, f)
+ key = key + (word_id,)
+ arr = IntList()
+ arr.read_handle(f)
+ m[key] = arr
+ return m
+
+
+ def precompute(self, stats, SuffixArray sarray):
+ cdef int i, l, N, max_pattern_len, i1, l1, i2, l2, i3, l3, ptr1, ptr2, ptr3, is_super, sent_count, max_rank
+ cdef DataArray darray = sarray.darray
+ cdef IntList data, queue, cost_by_rank, count_by_rank
+ cdef TrieMap frequent_patterns, super_frequent_patterns, collocations
+ cdef _Trie_Node* node
+
+ data = darray.data
+
+ frequent_patterns = TrieMap(len(darray.id2word))
+ super_frequent_patterns = TrieMap(len(darray.id2word))
+ collocations = TrieMap(len(darray.id2word))
+
+ I_set = set()
+ J_set = set()
+ J2_set = set()
+ IJ_set = set()
+ pattern_rank = {}
+
+ logger.info("Precomputing frequent intersections")
+ cdef float start_time = monitor_cpu()
+
+ max_pattern_len = 0
+ for rank, (_, _, phrase) in enumerate(stats):
+ if rank >= self.precompute_rank:
+ break
+ max_pattern_len = max(max_pattern_len, len(phrase))
+ frequent_patterns.insert(phrase)
+ I_set.add(phrase)
+ pattern_rank[phrase] = rank
+ if rank < self.precompute_secondary_rank:
+ super_frequent_patterns.insert(phrase)
+ J_set.add(phrase)
+
+ queue = IntList(increment=1000)
+
+ logger.info(" Computing inverted indexes...")
+ N = len(data)
+ for i from 0 <= i < N:
+ sa_word_id = data.arr[i]
+ if sa_word_id == 1:
+ queue._append(-1)
+ else:
+ for l from 1 <= l <= max_pattern_len:
+ node = frequent_patterns._contains(data.arr+i, l)
+ if node == NULL:
+ break
+ queue._append(i)
+ queue._append(l)
+ trie_node_data_append(node, i)
+
+ logger.info(" Computing collocations...")
+ N = len(queue)
+ ptr1 = 0
+ sent_count = 0
+ while ptr1 < N: # main loop
+ i1 = queue.arr[ptr1]
+ if i1 > -1:
+ l1 = queue.arr[ptr1+1]
+ ptr2 = ptr1 + 2
+ while ptr2 < N:
+ i2 = queue.arr[ptr2]
+ if i2 == -1 or i2 - i1 >= self.train_max_initial_size:
+ break
+ l2 = queue.arr[ptr2+1]
+ if (i2 - i1 - l1 >= self.train_min_gap_size and
+ i2 + l2 - i1 <= self.train_max_initial_size and
+ l1+l2+1 <= self.max_length):
+ node = collocations._insert(data.arr+i1, l1)
+ node = trie_insert(node, -1)
+ for i from i2 <= i < i2+l2:
+ node = trie_insert(node, data.arr[i])
+ trie_node_data_append(node, i1)
+ trie_node_data_append(node, i2)
+ if super_frequent_patterns._contains(data.arr+i2, l2) != NULL:
+ if super_frequent_patterns._contains(data.arr+i1, l1) != NULL:
+ is_super = 1
+ else:
+ is_super = 0
+ ptr3 = ptr2 + 2
+ while ptr3 < N:
+ i3 = queue.arr[ptr3]
+ if i3 == -1 or i3 - i1 >= self.train_max_initial_size:
+ break
+ l3 = queue.arr[ptr3+1]
+ if (i3 - i2 - l2 >= self.train_min_gap_size and
+ i3 + l3 - i1 <= self.train_max_initial_size and
+ l1+l2+l3+2 <= self.max_length):
+ if is_super or super_frequent_patterns._contains(data.arr+i3, l3) != NULL:
+ node = collocations._insert(data.arr+i1, l1)
+ node = trie_insert(node, -1)
+ for i from i2 <= i < i2+l2:
+ node = trie_insert(node, data.arr[i])
+ node = trie_insert(node, -1)
+ for i from i3 <= i < i3+l3:
+ node = trie_insert(node, data.arr[i])
+ trie_node_data_append(node, i1)
+ trie_node_data_append(node, i2)
+ trie_node_data_append(node, i3)
+ ptr3 = ptr3 + 2
+ ptr2 = ptr2 + 2
+ ptr1 = ptr1 + 2
+ else:
+ sent_count = sent_count + 1
+ if sent_count % 10000 == 0:
+ logger.debug(" %d sentences", sent_count)
+ ptr1 = ptr1 + 1
+
+ self.precomputed_collocations = collocations.toMap(False)
+ self.precomputed_index = frequent_patterns.toMap(True)
+
+ x = 0
+ for pattern1 in J_set:
+ for pattern2 in J_set:
+ if len(pattern1) + len(pattern2) + 1 < self.max_length:
+ combined_pattern = pattern1 + (-1,) + pattern2
+ J2_set.add(combined_pattern)
+
+ for pattern1 in I_set:
+ for pattern2 in I_set:
+ x = x+1
+ if len(pattern1) + len(pattern2) + 1 <= self.max_length:
+ combined_pattern = pattern1 + (-1,) + pattern2
+ IJ_set.add(combined_pattern)
+
+ for pattern1 in I_set:
+ for pattern2 in J2_set:
+ x = x+2
+ if len(pattern1) + len(pattern2) + 1<= self.max_length:
+ combined_pattern = pattern1 + (-1,) + pattern2
+ IJ_set.add(combined_pattern)
+ combined_pattern = pattern2 + (-1,) + pattern1
+ IJ_set.add(combined_pattern)
+
+ N = len(pattern_rank)
+ cost_by_rank = IntList(initial_len=N)
+ count_by_rank = IntList(initial_len=N)
+ for pattern, arr in self.precomputed_collocations.iteritems():
+ if pattern not in IJ_set:
+ s = ""
+ for word_id in pattern:
+ if word_id == -1:
+ s = s + "X "
+ else:
+ s = s + darray.id2word[word_id] + " "
+ logger.warn("ERROR: unexpected pattern %s in set of precomputed collocations", s)
+ else:
+ chunk = ()
+ max_rank = 0
+ arity = 0
+ for word_id in pattern:
+ if word_id == -1:
+ max_rank = max(max_rank, pattern_rank[chunk])
+ arity = arity + 1
+ chunk = ()
+ else:
+ chunk = chunk + (word_id,)
+ max_rank = max(max_rank, pattern_rank[chunk])
+ cost_by_rank.arr[max_rank] = cost_by_rank.arr[max_rank] + (4*len(arr))
+ count_by_rank.arr[max_rank] = count_by_rank.arr[max_rank] + (len(arr)/(arity+1))
+
+ cumul_cost = 0
+ cumul_count = 0
+ for i from 0 <= i < N:
+ cumul_cost = cumul_cost + cost_by_rank.arr[i]
+ cumul_count = cumul_count + count_by_rank.arr[i]
+ logger.debug("RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d", i, count_by_rank.arr[i], cost_by_rank.arr[i], cumul_count, cumul_cost)
+
+ num_found_patterns = len(self.precomputed_collocations)
+ for pattern in IJ_set:
+ if pattern not in self.precomputed_collocations:
+ self.precomputed_collocations[pattern] = IntList()
+
+ cdef float stop_time = monitor_cpu()
+ logger.info("Precomputed collocations for %d patterns out of %d possible (upper bound %d)", num_found_patterns, len(self.precomputed_collocations), x)
+ logger.info("Precomputed inverted index for %d patterns ", len(self.precomputed_index))
+ logger.info("Precomputation took %f seconds", (stop_time - start_time))
diff --git a/python/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 = <int *>malloc(n*sizeof(int))
+ for i from 0 <= i < n:
+ self.syms[i] = words[i]
+ if sym_isvar(self.syms[i]):
+ n_vars += 1
+ self.n = n
+ self.n_vars = n_vars
+ self.varpos = <int *>malloc(n_vars*sizeof(int))
+ j = 0
+ for i from 0 <= i < n:
+ if sym_isvar(self.syms[i]):
+ self.varpos[j] = i
+ j = j + 1
+
+ def __dealloc__(self):
+ free(self.syms)
+ free(self.varpos)
+
+ def __str__(self):
+ strs = []
+ cdef int i, s
+ for i from 0 <= i < self.n:
+ s = self.syms[i]
+ strs.append(sym_tostring(s))
+ return ' '.join(strs)
+
+ def handle(self):
+ """return a hashable representation that normalizes the ordering
+ of the nonterminal indices"""
+ norm = []
+ cdef int i, j, s
+ i = 1
+ j = 0
+ for j from 0 <= j < self.n:
+ s = self.syms[j]
+ if sym_isvar(s):
+ s = sym_setindex(s,i)
+ i = i + 1
+ norm.append(s)
+ return tuple(norm)
+
+ def strhandle(self):
+ 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 = <int*> realloc(arr, new_len*sizeof(int))
+
+ for i from 0 <= i < loc1.size:
+ arr[result_len[0]+i] = loc1.arr[loc1.start+i]
+ if num_subpatterns > loc1.size:
+ arr[new_len-1] = loc2.arr[loc2.end-1]
+ result_len[0] = new_len
+ return arr
+
+
+cdef int* extend_arr(int* arr, int* arr_len, int* appendix, int appendix_len):
+ cdef int new_len
+
+ new_len = arr_len[0] + appendix_len
+ arr = <int*> realloc(arr, new_len*sizeof(int))
+ memcpy(arr+arr_len[0], appendix, appendix_len*sizeof(int))
+ arr_len[0] = new_len
+ return arr
+
+cdef int median(int low, int high, int step):
+ return low + (((high - low)/step)/2)*step
+
+
+cdef void find_comparable_matchings(int low, int high, int* arr, int step, int loc, int* loc_minus, int* loc_plus):
+ # Returns (minus, plus) indices for the portion of the array
+ # in which all matchings have the same first index as the one
+ # starting at loc
+ loc_plus[0] = loc + step
+ while loc_plus[0] < high and arr[loc_plus[0]] == arr[loc]:
+ loc_plus[0] = loc_plus[0] + step
+ loc_minus[0] = loc
+ while loc_minus[0]-step >= low and arr[loc_minus[0]-step] == arr[loc]:
+ loc_minus[0] = loc_minus[0] - step
+
+
+cdef class HieroCachingRuleFactory:
+ '''This RuleFactory implements a caching
+ method using TrieTable, which makes phrase
+ generation somewhat speedier -- phrases only
+ need to be extracted once (however, it is
+ quite possible they need to be scored
+ for each input sentence, for contextual models)'''
+
+ cdef TrieTable rules
+ cdef Sampler sampler
+ cdef Scorer scorer
+
+ cdef int max_chunks
+ cdef int max_target_chunks
+ cdef int max_length
+ cdef int max_target_length
+ cdef int max_nonterminals
+ cdef int max_initial_size
+ cdef int train_max_initial_size
+ cdef int min_gap_size
+ cdef int train_min_gap_size
+ cdef int category
+
+ cdef precomputed_index
+ cdef precomputed_collocations
+ cdef precompute_file
+ cdef max_rank
+ cdef int precompute_rank, precompute_secondary_rank
+ cdef bint use_baeza_yates
+ cdef bint use_index
+ cdef bint use_collocations
+ cdef float by_slack_factor
+
+ cdef prev_norm_prefix
+ cdef float extract_time
+ cdef float intersect_time
+ cdef SuffixArray fsa
+ cdef DataArray fda
+ cdef DataArray eda
+
+ cdef Alignment alignment
+ cdef IntList eid2symid
+ cdef IntList fid2symid
+ cdef bint tight_phrases
+ cdef bint require_aligned_terminal
+ cdef bint require_aligned_chunks
+
+ cdef IntList findexes
+ cdef IntList findexes1
+
+ cdef bint online
+ cdef samples_f
+ cdef phrases_f
+ cdef phrases_e
+ cdef phrases_fe
+ cdef phrases_al
+ cdef bilex_f
+ cdef bilex_e
+ cdef bilex_fe
+
+ def __cinit__(self,
+ # compiled alignment object (REQUIRED)
+ Alignment alignment,
+ # parameter for double-binary search; doesn't seem to matter much
+ float by_slack_factor=1.0,
+ # name of generic nonterminal used by Hiero
+ char* category="[X]",
+ # maximum number of contiguous chunks of terminal symbols in RHS of a rule. If None, defaults to max_nonterminals+1
+ max_chunks=None,
+ # maximum span of a grammar rule in TEST DATA
+ unsigned max_initial_size=10,
+ # maximum number of symbols (both T and NT) allowed in a rule
+ unsigned max_length=5,
+ # maximum number of nonterminals allowed in a rule (set >2 at your own risk)
+ unsigned max_nonterminals=2,
+ # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1
+ max_target_chunks=None,
+ # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size
+ max_target_length=None,
+ # minimum span of a nonterminal in the RHS of a rule in TEST DATA
+ unsigned min_gap_size=2,
+ # filename of file containing precomputed collocations
+ precompute_file=None,
+ # maximum frequency rank of patterns used to compute triples (don't set higher than 20).
+ unsigned precompute_secondary_rank=20,
+ # maximum frequency rank of patterns used to compute collocations (no need to set higher than maybe 200-300)
+ unsigned precompute_rank=100,
+ # require extracted rules to have at least one aligned word
+ bint require_aligned_terminal=True,
+ # require each contiguous chunk of extracted rules to have at least one aligned word
+ bint require_aligned_chunks=False,
+ # maximum span of a grammar rule extracted from TRAINING DATA
+ unsigned train_max_initial_size=10,
+ # minimum span of an RHS nonterminal in a rule extracted from TRAINING DATA
+ unsigned train_min_gap_size=2,
+ # False if phrases should be loose (better but slower), True otherwise
+ bint tight_phrases=True,
+ # True to require use of double-binary alg, false otherwise
+ bint use_baeza_yates=True,
+ # True to enable used of precomputed collocations
+ bint use_collocations=True,
+ # True to enable use of precomputed inverted indices
+ bint use_index=True):
+ '''Note: we make a distinction between the min_gap_size
+ and max_initial_size used in test and train. The latter
+ are represented by train_min_gap_size and train_max_initial_size,
+ respectively. This is because Chiang's model does not require
+ them to be the same, therefore we don't either.'''
+ self.rules = TrieTable(True) # cache
+ self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+ if alignment is None:
+ raise Exception("Must specify an alignment object")
+ self.alignment = alignment
+
+ # grammar parameters and settings
+ # NOTE: setting max_nonterminals > 2 is not currently supported in Hiero
+ self.max_length = max_length
+ self.max_nonterminals = max_nonterminals
+ self.max_initial_size = max_initial_size
+ self.train_max_initial_size = train_max_initial_size
+ self.min_gap_size = min_gap_size
+ self.train_min_gap_size = train_min_gap_size
+ self.category = sym_fromstring(category, False)
+
+ if max_chunks is None:
+ self.max_chunks = self.max_nonterminals + 1
+ else:
+ self.max_chunks = max_chunks
+
+ if max_target_chunks is None:
+ self.max_target_chunks = self.max_nonterminals + 1
+ else:
+ self.max_target_chunks = max_target_chunks
+
+ if max_target_length is None:
+ self.max_target_length = max_initial_size
+ else:
+ self.max_target_length = max_target_length
+
+ # algorithmic parameters and settings
+ self.precomputed_collocations = {}
+ self.precomputed_index = {}
+ self.use_index = use_index
+ self.use_collocations = use_collocations
+ self.max_rank = {}
+ self.precompute_file = precompute_file
+ self.precompute_rank = precompute_rank
+ self.precompute_secondary_rank = precompute_secondary_rank
+ self.use_baeza_yates = use_baeza_yates
+ self.by_slack_factor = by_slack_factor
+ self.tight_phrases = tight_phrases
+
+ if require_aligned_chunks:
+ # one condition is a stronger version of the other.
+ self.require_aligned_chunks = self.require_aligned_terminal = True
+ elif require_aligned_terminal:
+ self.require_aligned_chunks = False
+ self.require_aligned_terminal = True
+ else:
+ self.require_aligned_chunks = self.require_aligned_terminal = False
+
+ # diagnostics
+ self.prev_norm_prefix = ()
+
+ self.findexes = IntList(initial_len=10)
+ self.findexes1 = IntList(initial_len=10)
+
+ # Online stats
+
+ # True after data is added
+ self.online = False
+
+ # Keep track of everything that can be sampled:
+ self.samples_f = defaultdict(int)
+
+ # Phrase counts
+ self.phrases_f = defaultdict(int)
+ self.phrases_e = defaultdict(int)
+ self.phrases_fe = defaultdict(lambda: defaultdict(int))
+ self.phrases_al = defaultdict(lambda: defaultdict(tuple))
+
+ # Bilexical counts
+ self.bilex_f = defaultdict(int)
+ self.bilex_e = defaultdict(int)
+ self.bilex_fe = defaultdict(lambda: defaultdict(int))
+
+ def configure(self, SuffixArray fsarray, DataArray edarray,
+ Sampler sampler, Scorer scorer):
+ '''This gives the RuleFactory access to the Context object.
+ Here we also use it to precompute the most expensive intersections
+ in the corpus quickly.'''
+ self.fsa = fsarray
+ self.fda = fsarray.darray
+ self.eda = edarray
+ self.fid2symid = self.set_idmap(self.fda)
+ self.eid2symid = self.set_idmap(self.eda)
+ self.precompute()
+ self.sampler = sampler
+ self.scorer = scorer
+
+ cdef set_idmap(self, DataArray darray):
+ cdef int word_id, new_word_id, N
+ cdef IntList idmap
+
+ N = len(darray.id2word)
+ idmap = IntList(initial_len=N)
+ for word_id from 0 <= word_id < N:
+ new_word_id = sym_fromstring(darray.id2word[word_id], True)
+ idmap.arr[word_id] = new_word_id
+ return idmap
+
+
+ def pattern2phrase(self, pattern):
+ # pattern is a tuple, which we must convert to a hiero Phrase
+ result = ()
+ arity = 0
+ for word_id in pattern:
+ if word_id == -1:
+ arity = arity + 1
+ new_id = sym_setindex(self.category, arity)
+ else:
+ new_id = sym_fromstring(self.fda.id2word[word_id], True)
+ result = result + (new_id,)
+ return Phrase(result)
+
+ def pattern2phrase_plus(self, pattern):
+ # returns a list containing both the pattern, and pattern
+ # suffixed/prefixed with the NT category.
+ patterns = []
+ result = ()
+ arity = 0
+ for word_id in pattern:
+ if word_id == -1:
+ arity = arity + 1
+ new_id = sym_setindex(self.category, arity)
+ else:
+ new_id = sym_fromstring(self.fda.id2word[word_id], True)
+ result = result + (new_id,)
+ patterns.append(Phrase(result))
+ patterns.append(Phrase(result + (sym_setindex(self.category, 1),)))
+ patterns.append(Phrase((sym_setindex(self.category, 1),) + result))
+ return patterns
+
+ def precompute(self):
+ cdef Precomputation pre
+
+ if self.precompute_file is not None:
+ start_time = monitor_cpu()
+ logger.info("Reading precomputed data from file %s... ", self.precompute_file)
+ pre = Precomputation(from_binary=self.precompute_file)
+ # check parameters of precomputation -- some are critical and some are not
+ if pre.max_nonterminals != self.max_nonterminals:
+ logger.warn("Precomputation done with max nonterminals %d, decoder uses %d", pre.max_nonterminals, self.max_nonterminals)
+ if pre.max_length != self.max_length:
+ logger.warn("Precomputation done with max terminals %d, decoder uses %d", pre.max_length, self.max_length)
+ if pre.train_max_initial_size != self.train_max_initial_size:
+ raise Exception("Precomputation done with max initial size %d, decoder uses %d" % (pre.train_max_initial_size, self.train_max_initial_size))
+ if pre.train_min_gap_size != self.train_min_gap_size:
+ raise Exception("Precomputation done with min gap size %d, decoder uses %d" % (pre.train_min_gap_size, self.train_min_gap_size))
+ if self.use_index:
+ logger.info("Converting %d hash keys on precomputed inverted index... ", len(pre.precomputed_index))
+ for pattern, arr in pre.precomputed_index.iteritems():
+ phrases = self.pattern2phrase_plus(pattern)
+ for phrase in phrases:
+ self.precomputed_index[phrase] = arr
+ if self.use_collocations:
+ logger.info("Converting %d hash keys on precomputed collocations... ", len(pre.precomputed_collocations))
+ for pattern, arr in pre.precomputed_collocations.iteritems():
+ phrase = self.pattern2phrase(pattern)
+ self.precomputed_collocations[phrase] = arr
+ stop_time = monitor_cpu()
+ logger.info("Processing precomputations took %f seconds", stop_time - start_time)
+
+
+ def get_precomputed_collocation(self, phrase):
+ if phrase in self.precomputed_collocations:
+ arr = self.precomputed_collocations[phrase]
+ return PhraseLocation(arr=arr, arr_low=0, arr_high=len(arr), num_subpatterns=phrase.arity()+1)
+ return None
+
+
+ cdef int* baeza_yates_helper(self, int low1, int high1, int* arr1, int step1,
+ int low2, int high2, int* arr2, int step2,
+ int offset_by_one, int len_last, int num_subpatterns, int* result_len):
+ cdef int i1, i2, j1, j2, med1, med2, med1_plus, med1_minus, med2_minus, med2_plus
+ cdef int d_first, qsetsize, dsetsize, tmp, search_low, search_high
+ cdef int med_result_len, low_result_len, high_result_len
+ cdef long comparison
+ cdef int* result
+ cdef int* low_result
+ cdef int* med_result
+ cdef int* high_result
+ cdef Matching loc1, loc2
+
+ result = <int*> malloc(0*sizeof(int*))
+
+ d_first = 0
+ if high1 - low1 > high2 - low2:
+ d_first = 1
+
+ # First, check to see if we are at any of the recursive base cases
+ # Case 1: one of the sets is empty
+ if low1 >= high1 or low2 >= high2:
+ return result
+
+ # Case 2: sets are non-overlapping
+ assign_matching(&loc1, arr1, high1-step1, step1, self.fda.sent_id.arr)
+ assign_matching(&loc2, arr2, low2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == -1:
+ return result
+
+ assign_matching(&loc1, arr1, low1, step1, self.fda.sent_id.arr)
+ assign_matching(&loc2, arr2, high2-step2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ return result
+
+ # Case 3: query set and data set do not meet size mismatch constraints;
+ # We use mergesort instead in this case
+ qsetsize = (high1-low1) / step1
+ dsetsize = (high2-low2) / step2
+ if d_first:
+ tmp = qsetsize
+ qsetsize = dsetsize
+ dsetsize = tmp
+
+ if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize:
+ free(result)
+ return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len)
+
+ # binary search. There are two flavors, depending on
+ # whether the queryset or dataset is first
+ if d_first:
+ med2 = median(low2, high2, step2)
+ assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+
+ search_low = low1
+ search_high = high1
+ while search_low < search_high:
+ med1 = median(search_low, search_high, step1)
+ find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+ comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ if comparison == -1:
+ search_low = med1_plus
+ elif comparison == 1:
+ search_high = med1_minus
+ else:
+ break
+ else:
+ med1 = median(low1, high1, step1)
+ find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus)
+
+ search_low = low2
+ search_high = high2
+ while search_low < search_high:
+ med2 = median(search_low, search_high, step2)
+ assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr)
+ comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last)
+ if comparison == -1:
+ search_high = med2
+ elif comparison == 1:
+ search_low = med2 + step2
+ else:
+ break
+
+ med_result_len = 0
+ med_result = <int*> malloc(0*sizeof(int*))
+ if search_high > search_low:
+ # Then there is a match for the median element of Q
+ # What we want to find is the group of all bindings in the first set
+ # s.t. their first element == the first element of med1. Then we
+ # want to store the bindings for all of those elements. We can
+ # subsequently throw all of them away.
+ med2_minus = med2
+ med2_plus = med2 + step2
+ i1 = med1_minus
+ while i1 < med1_plus:
+ assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ while med2_minus-step2 >= low2:
+ assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1:
+ med2_minus = med2_minus - step2
+ else:
+ break
+ i2 = med2_minus
+ while i2 < high2:
+ assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ if comparison == 0:
+ pass
+ med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len)
+ if comparison == -1:
+ break
+ i2 = i2 + step2
+ if i2 > med2_plus:
+ med2_plus = i2
+ i1 = i1 + step1
+
+ tmp = med1_minus
+ med1_minus = med1_plus
+ med1_plus = tmp
+ else:
+ # No match; need to figure out the point of division in D and Q
+ med2_minus = med2
+ med2_plus = med2
+ if d_first:
+ med2_minus = med2_minus + step2
+ if comparison == -1:
+ med1_minus = med1_plus
+ if comparison == 1:
+ med1_plus = med1_minus
+ else:
+ tmp = med1_minus
+ med1_minus = med1_plus
+ med1_plus = tmp
+ if comparison == 1:
+ med2_minus = med2_minus + step2
+ med2_plus = med2_plus + step2
+
+ low_result_len = 0
+ low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len)
+ high_result_len = 0
+ high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len)
+
+ result = extend_arr(result, result_len, low_result, low_result_len)
+ result = extend_arr(result, result_len, med_result, med_result_len)
+ result = extend_arr(result, result_len, high_result, high_result_len)
+ free(low_result)
+ free(med_result)
+ free(high_result)
+
+ return result
+
+
+
+ cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1,
+ Matching* loc2, int offset_by_one, int len_last):
+ """
+ Compares a *set* of bindings, all with the same first element,
+ to a single binding. Returns -1 if all comparisons == -1, 1 if all
+ comparisons == 1, and 0 otherwise.
+ """
+ cdef int i1, comparison, prev_comparison
+ cdef Matching l1_stack
+ cdef Matching* loc1
+
+ loc1 = &l1_stack
+
+ i1 = i1_minus
+ while i1 < i1_plus:
+ assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last)
+ if comparison == 0:
+ prev_comparison = 0
+ break
+ elif i1 == i1_minus:
+ prev_comparison = comparison
+ else:
+ if comparison != prev_comparison:
+ prev_comparison = 0
+ break
+ i1 = i1 + step1
+ return prev_comparison
+
+
+ cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last):
+ cdef int i
+
+ if loc1.sent_id > loc2.sent_id:
+ return 1
+ if loc2.sent_id > loc1.sent_id:
+ return -1
+
+ if loc1.size == 1 and loc2.size == 1:
+ if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size:
+ return 1
+
+ elif offset_by_one:
+ for i from 1 <= i < loc1.size:
+ if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]:
+ return 1
+ if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]:
+ return -1
+
+ else:
+ if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]:
+ return 1
+ if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]:
+ return -1
+
+ for i from 1 <= i < loc1.size:
+ if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]:
+ return 1
+ if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]:
+ return -1
+
+ if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size:
+ return -1
+ return 0
+
+
+ cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1,
+ int low2, int high2, int* arr2, int step2,
+ int offset_by_one, int len_last, int num_subpatterns, int* result_len):
+ cdef int i1, i2, j1, j2
+ cdef long comparison
+ cdef int* result
+ cdef Matching loc1, loc2
+
+ result_len[0] = 0
+ result = <int*> malloc(0*sizeof(int))
+
+ i1 = low1
+ i2 = low2
+ while i1 < high1 and i2 < high2:
+
+ # First, pop all unneeded loc2's off the stack
+ assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ while i2 < high2:
+ assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr)
+ if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1:
+ i2 = i2 + step2
+ else:
+ break
+
+ # Next: process all loc1's with the same starting val
+ j1 = i1
+ while i1 < high1 and arr1[j1] == arr1[i1]:
+ assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr)
+ j2 = i2
+ while j2 < high2:
+ assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr)
+ comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last)
+ if comparison == 0:
+ result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len)
+ if comparison == 1:
+ pass
+ if comparison == -1:
+ break
+ else:
+ j2 = j2 + step2
+ i1 = i1 + step1
+ return result
+
+
+ cdef void sort_phrase_loc(self, IntList arr, PhraseLocation loc, Phrase phrase):
+ cdef int i, j
+ cdef VEB veb
+ cdef IntList result
+
+ if phrase in self.precomputed_index:
+ loc.arr = self.precomputed_index[phrase]
+ else:
+ loc.arr = IntList(initial_len=loc.sa_high-loc.sa_low)
+ veb = VEB(arr.len)
+ for i from loc.sa_low <= i < loc.sa_high:
+ veb._insert(arr.arr[i])
+ i = veb.veb.min_val
+ for j from 0 <= j < loc.sa_high-loc.sa_low:
+ loc.arr.arr[j] = i
+ i = veb._findsucc(i)
+ loc.arr_low = 0
+ loc.arr_high = loc.arr.len
+
+
+ cdef intersect_helper(self, Phrase prefix, Phrase suffix,
+ PhraseLocation prefix_loc, PhraseLocation suffix_loc, int algorithm):
+
+ cdef IntList arr1, arr2, result
+ cdef int low1, high1, step1, low2, high2, step2, offset_by_one, len_last, num_subpatterns, result_len
+ cdef int* result_ptr
+
+ result_len = 0
+
+ if sym_isvar(suffix[0]):
+ offset_by_one = 1
+ else:
+ offset_by_one = 0
+
+ len_last = len(suffix.getchunk(suffix.arity()))
+
+ if prefix_loc.arr is None:
+ self.sort_phrase_loc(self.fsa.sa, prefix_loc, prefix)
+ arr1 = prefix_loc.arr
+ low1 = prefix_loc.arr_low
+ high1 = prefix_loc.arr_high
+ step1 = prefix_loc.num_subpatterns
+
+ if suffix_loc.arr is None:
+ self.sort_phrase_loc(self.fsa.sa, suffix_loc, suffix)
+ arr2 = suffix_loc.arr
+ low2 = suffix_loc.arr_low
+ high2 = suffix_loc.arr_high
+ step2 = suffix_loc.num_subpatterns
+
+ num_subpatterns = prefix.arity()+1
+
+ if algorithm == MERGE:
+ result_ptr = self.merge_helper(low1, high1, arr1.arr, step1,
+ low2, high2, arr2.arr, step2,
+ offset_by_one, len_last, num_subpatterns, &result_len)
+ else:
+ result_ptr = self.baeza_yates_helper(low1, high1, arr1.arr, step1,
+ low2, high2, arr2.arr, step2,
+ offset_by_one, len_last, num_subpatterns, &result_len)
+
+ if result_len == 0:
+ free(result_ptr)
+ return None
+ else:
+ result = IntList()
+ free(result.arr)
+ result.arr = result_ptr
+ result.len = result_len
+ result.size = result_len
+ return PhraseLocation(arr_low=0, arr_high=result_len, arr=result, num_subpatterns=num_subpatterns)
+
+ cdef loc2str(self, PhraseLocation loc):
+ cdef int i, j
+ result = "{"
+ i = 0
+ while i < loc.arr_high:
+ result = result + "("
+ for j from i <= j < i + loc.num_subpatterns:
+ result = result + ("%d " %loc.arr[j])
+ result = result + ")"
+ i = i + loc.num_subpatterns
+ result = result + "}"
+ return result
+
+ cdef PhraseLocation intersect(self, prefix_node, suffix_node, Phrase phrase):
+ cdef Phrase prefix, suffix
+ cdef PhraseLocation prefix_loc, suffix_loc, result
+
+ prefix = prefix_node.phrase
+ suffix = suffix_node.phrase
+ prefix_loc = prefix_node.phrase_location
+ suffix_loc = suffix_node.phrase_location
+
+ result = self.get_precomputed_collocation(phrase)
+ if result is not None:
+ intersect_method = "precomputed"
+
+ if result is None:
+ if self.use_baeza_yates:
+ result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, BAEZA_YATES)
+ intersect_method="double binary"
+ else:
+ result = self.intersect_helper(prefix, suffix, prefix_loc, suffix_loc, MERGE)
+ intersect_method="merge"
+ return result
+
+ def advance(self, frontier, res, fwords):
+ cdef unsigned na
+ nf = []
+ for toskip, (i, alt, pathlen) in frontier:
+ spanlen = fwords[i][alt][2]
+ if toskip == 0:
+ res.append((i, alt, pathlen))
+ ni = i + spanlen
+ if ni < len(fwords) and pathlen + 1 < self.max_initial_size:
+ for na in range(len(fwords[ni])):
+ nf.append((toskip - 1, (ni, na, pathlen + 1)))
+ if len(nf) > 0:
+ return self.advance(nf, res, fwords)
+ else:
+ return res
+
+ def get_all_nodes_isteps_away(self, skip, i, spanlen, pathlen, fwords, next_states, reachable_buffer):
+ cdef unsigned alt_it
+ frontier = []
+ if i+spanlen+skip >= len(next_states):
+ return frontier
+ key = tuple([i,spanlen])
+ reachable = []
+ if key in reachable_buffer:
+ reachable = reachable_buffer[key]
+ else:
+ reachable = self.reachable(fwords, i, spanlen)
+ reachable_buffer[key] = reachable
+ for nextreachable in reachable:
+ for next_id in next_states[nextreachable]:
+ jump = self.shortest(fwords,i,next_id)
+ if jump < skip:
+ continue
+ if pathlen+jump <= self.max_initial_size:
+ for alt_id in range(len(fwords[next_id])):
+ if fwords[next_id][alt_id][0] != EPSILON:
+ newel = (next_id,alt_id,pathlen+jump)
+ if newel not in frontier:
+ frontier.append((next_id,alt_id,pathlen+jump))
+ return frontier
+
+ def reachable(self, fwords, ifrom, dist):
+ ret = []
+ if ifrom >= len(fwords):
+ return ret
+ for alt_id in range(len(fwords[ifrom])):
+ if fwords[ifrom][alt_id][0] == EPSILON:
+ ret.extend(self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist))
+ else:
+ if dist == 0:
+ if ifrom not in ret:
+ ret.append(ifrom)
+ else:
+ for ifromchild in self.reachable(fwords,ifrom+fwords[ifrom][alt_id][2],dist-1):
+ if ifromchild not in ret:
+ ret.append(ifromchild)
+
+ return ret
+
+ def shortest(self, fwords, ifrom, ito):
+ cdef unsigned alt_id
+ min = 1000
+ if ifrom > ito:
+ return min
+ if ifrom == ito:
+ return 0
+ for alt_id in range(len(fwords[ifrom])):
+ currmin = self.shortest(fwords,ifrom+fwords[ifrom][alt_id][2],ito)
+ if fwords[ifrom][alt_id][0] != EPSILON:
+ currmin += 1
+ if currmin < min:
+ min = currmin
+ return min
+
+ def get_next_states(self, _columns, curr_idx, min_dist=2):
+ result = []
+ candidate = [[curr_idx,0]]
+
+ while len(candidate) > 0:
+ curr = candidate.pop()
+ if curr[0] >= len(_columns):
+ continue
+ if curr[0] not in result and min_dist <= curr[1] <= self.max_initial_size:
+ result.append(curr[0]);
+ curr_col = _columns[curr[0]]
+ for alt in curr_col:
+ next_id = curr[0]+alt[2]
+ jump = 1
+ if alt[0] == EPSILON:
+ jump = 0
+ if next_id not in result and min_dist <= curr[1]+jump <= self.max_initial_size+1:
+ candidate.append([next_id,curr[1]+jump])
+ return sorted(result);
+
+ def input(self, fwords, meta):
+ '''When this function is called on the RuleFactory,
+ it looks up all of the rules that can be used to translate
+ the input sentence'''
+ cdef int i, j, k, flen, arity, num_subpatterns, num_samples, alt, alt_id, nualt
+ cdef float start_time
+ cdef PhraseLocation phrase_location
+ cdef IntList sample, chunklen
+ cdef Matching matching
+ cdef Phrase hiero_phrase
+
+ flen = len(fwords)
+ start_time = monitor_cpu()
+ self.extract_time = 0.0
+ self.intersect_time = 0.0
+ nodes_isteps_away_buffer = {}
+ hit = 0
+ reachable_buffer = {}
+
+ # Phrase pairs processed by suffix array extractor. Do not re-extract
+ # during online extraction. This is probably the hackiest part of
+ # online grammar extraction.
+ seen_phrases = set()
+
+ # Do not cache between sentences
+ self.rules.root = ExtendedTrieNode(phrase_location=PhraseLocation())
+
+ frontier = []
+ for i in range(len(fwords)):
+ for alt in range(0, len(fwords[i])):
+ if fwords[i][alt][0] != EPSILON:
+ frontier.append((i, i, (i,), alt, 0, self.rules.root, (), False))
+
+ xroot = None
+ x1 = sym_setindex(self.category, 1)
+ if x1 in self.rules.root.children:
+ xroot = self.rules.root.children[x1]
+ else:
+ xroot = ExtendedTrieNode(suffix_link=self.rules.root, phrase_location=PhraseLocation())
+ self.rules.root.children[x1] = xroot
+
+ for i in range(self.min_gap_size, len(fwords)):
+ for alt in range(0, len(fwords[i])):
+ if fwords[i][alt][0] != EPSILON:
+ frontier.append((i-self.min_gap_size, i, (i,), alt, self.min_gap_size, xroot, (x1,), True))
+
+ next_states = []
+ for i in range(len(fwords)):
+ next_states.append(self.get_next_states(fwords,i,self.min_gap_size))
+
+ while len(frontier) > 0:
+ new_frontier = []
+ for k, i, input_match, alt, pathlen, node, prefix, is_shadow_path in frontier:
+ word_id = fwords[i][alt][0]
+ spanlen = fwords[i][alt][2]
+ # TODO get rid of k -- pathlen is replacing it
+ if word_id == EPSILON:
+ # skipping because word_id is epsilon
+ if i+spanlen >= len(fwords):
+ continue
+ for nualt in range(0,len(fwords[i+spanlen])):
+ frontier.append((k, i+spanlen, input_match, nualt, pathlen, node, prefix, is_shadow_path))
+ continue
+
+ phrase = prefix + (word_id,)
+ hiero_phrase = Phrase(phrase)
+ arity = hiero_phrase.arity()
+
+ lookup_required = False
+ if word_id in node.children:
+ if node.children[word_id] is None:
+ # Path dead-ends at this node
+ continue
+ else:
+ # Path continues at this node
+ node = node.children[word_id]
+ else:
+ if node.suffix_link is None:
+ # Current node is root; lookup required
+ lookup_required = True
+ else:
+ if word_id in node.suffix_link.children:
+ if node.suffix_link.children[word_id] is None:
+ # Suffix link reports path is dead end
+ node.children[word_id] = None
+ continue
+ else:
+ # Suffix link indicates lookup is reqired
+ lookup_required = True
+ else:
+ #ERROR: We never get here
+ raise Exception("Keyword trie error")
+ # checking whether lookup_required
+ if lookup_required:
+ new_node = None
+ if is_shadow_path:
+ # Extending shadow path
+ # on the shadow path we don't do any search, we just use info from suffix link
+ new_node = ExtendedTrieNode(phrase_location=node.suffix_link.children[word_id].phrase_location,
+ suffix_link=node.suffix_link.children[word_id],
+ phrase=hiero_phrase)
+ else:
+ if arity > 0:
+ # Intersecting because of arity > 0
+ intersect_start_time = monitor_cpu()
+ phrase_location = self.intersect(node, node.suffix_link.children[word_id], hiero_phrase)
+ intersect_stop_time = monitor_cpu()
+ self.intersect_time += intersect_stop_time - intersect_start_time
+ else:
+ # Suffix array search
+ phrase_location = node.phrase_location
+ sa_range = self.fsa.lookup(sym_tostring(phrase[-1]), len(phrase)-1, phrase_location.sa_low, phrase_location.sa_high)
+ if sa_range is not None:
+ phrase_location = PhraseLocation(sa_low=sa_range[0], sa_high=sa_range[1])
+ else:
+ phrase_location = None
+
+ if phrase_location is None:
+ node.children[word_id] = None
+ # Search failed
+ continue
+ # Search succeeded
+ suffix_link = self.rules.root
+ if node.suffix_link is not None:
+ suffix_link = node.suffix_link.children[word_id]
+ new_node = ExtendedTrieNode(phrase_location=phrase_location,
+ suffix_link=suffix_link,
+ phrase=hiero_phrase)
+ node.children[word_id] = new_node
+ node = new_node
+
+ '''Automatically add a trailing X node, if allowed --
+ This should happen before we get to extraction (so that
+ the node will exist if needed)'''
+ if arity < self.max_nonterminals:
+ xcat_index = arity+1
+ xcat = sym_setindex(self.category, xcat_index)
+ suffix_link_xcat_index = xcat_index
+ if is_shadow_path:
+ suffix_link_xcat_index = xcat_index-1
+ suffix_link_xcat = sym_setindex(self.category, suffix_link_xcat_index)
+ node.children[xcat] = ExtendedTrieNode(phrase_location=node.phrase_location,
+ suffix_link=node.suffix_link.children[suffix_link_xcat],
+ phrase= Phrase(phrase + (xcat,)))
+
+ # sample from range
+ if not is_shadow_path:
+ sample = self.sampler.sample(node.phrase_location)
+ num_subpatterns = (<PhraseLocation> node.phrase_location).num_subpatterns
+ chunklen = IntList(initial_len=num_subpatterns)
+ for j from 0 <= j < num_subpatterns:
+ chunklen.arr[j] = hiero_phrase.chunklen(j)
+ extracts = []
+ j = 0
+ extract_start = monitor_cpu()
+ while j < sample.len:
+ extract = []
+
+ assign_matching(&matching, sample.arr, j, num_subpatterns, self.fda.sent_id.arr)
+ loc = tuple(sample[j:j+num_subpatterns])
+ extract = self.extract(hiero_phrase, &matching, chunklen.arr, num_subpatterns)
+ extracts.extend([(e, loc) for e in extract])
+ j = j + num_subpatterns
+
+ num_samples = sample.len/num_subpatterns
+ extract_stop = monitor_cpu()
+ self.extract_time = self.extract_time + extract_stop - extract_start
+ if len(extracts) > 0:
+ fcount = Counter()
+ fphrases = defaultdict(lambda: defaultdict(lambda: defaultdict(list)))
+ for (f, e, count, als), loc in extracts:
+ fcount[f] += count
+ fphrases[f][e][als].append(loc)
+ for f, elist in fphrases.iteritems():
+ for e, alslist in elist.iteritems():
+ alignment, max_locs = max(alslist.iteritems(), key=lambda x: len(x[1]))
+ locs = tuple(itertools.chain.from_iterable(alslist.itervalues()))
+ count = len(locs)
+ scores = self.scorer.score(FeatureContext(
+ f, e, count, fcount[f], num_samples,
+ (k,i+spanlen), locs, input_match,
+ fwords, self.fda, self.eda,
+ meta,
+ # Include online stats. None if none.
+ self.online_ctx_lookup(f, e)))
+ # Phrase pair processed
+ if self.online:
+ seen_phrases.add((f, e))
+ yield Rule(self.category, f, e, scores, alignment)
+
+ if len(phrase) < self.max_length and i+spanlen < len(fwords) and pathlen+1 <= self.max_initial_size:
+ for alt_id in range(len(fwords[i+spanlen])):
+ new_frontier.append((k, i+spanlen, input_match, alt_id, pathlen + 1, node, phrase, is_shadow_path))
+ num_subpatterns = arity
+ if not is_shadow_path:
+ num_subpatterns = num_subpatterns + 1
+ if len(phrase)+1 < self.max_length and arity < self.max_nonterminals and num_subpatterns < self.max_chunks:
+ xcat = sym_setindex(self.category, arity+1)
+ xnode = node.children[xcat]
+ # I put spanlen=1 below
+ key = tuple([self.min_gap_size, i, 1, pathlen])
+ frontier_nodes = []
+ if key in nodes_isteps_away_buffer:
+ frontier_nodes = nodes_isteps_away_buffer[key]
+ else:
+ frontier_nodes = self.get_all_nodes_isteps_away(self.min_gap_size, i, 1, pathlen, fwords, next_states, reachable_buffer)
+ nodes_isteps_away_buffer[key] = frontier_nodes
+
+ for i, alt, pathlen in frontier_nodes:
+ new_frontier.append((k, i, input_match + (i,), alt, pathlen, xnode, phrase +(xcat,), is_shadow_path))
+ frontier = new_frontier
+
+ # Online rule extraction and scoring
+ if self.online:
+ f_syms = tuple(word[0][0] for word in fwords)
+ for f, lex_i, lex_j in self.get_f_phrases(f_syms):
+ spanlen = (lex_j - lex_i) + 1
+ if not sym_isvar(f[0]):
+ spanlen += 1
+ if not sym_isvar(f[1]):
+ spanlen += 1
+ for e in self.phrases_fe.get(f, ()):
+ if (f, e) not in seen_phrases:
+ # Don't add multiple instances of the same phrase here
+ seen_phrases.add((f, e))
+ scores = self.scorer.score(FeatureContext(
+ f, e, 0, 0, 0,
+ spanlen, None, None,
+ fwords, self.fda, self.eda,
+ meta,
+ self.online_ctx_lookup(f, e)))
+ alignment = self.phrases_al[f][e]
+ yield Rule(self.category, f, e, scores, alignment)
+
+ stop_time = monitor_cpu()
+ logger.info("Total time for rule lookup, extraction, and scoring = %f seconds", (stop_time - start_time))
+ gc.collect()
+ logger.info(" Extract time = %f seconds", self.extract_time)
+ logger.info(" Intersect time = %f seconds", self.intersect_time)
+
+
+ cdef int find_fixpoint(self,
+ int f_low, f_high,
+ int* f_links_low, int* f_links_high,
+ int* e_links_low, int* e_links_high,
+ int e_in_low, int e_in_high,
+ int* e_low, int* e_high,
+ int* f_back_low, int* f_back_high,
+ int f_sent_len, int e_sent_len,
+ int max_f_len, int max_e_len,
+ int min_fx_size, int min_ex_size,
+ int max_new_x,
+ int allow_low_x, int allow_high_x,
+ int allow_arbitrary_x, int write_log):
+ cdef int e_low_prev, e_high_prev, f_low_prev, f_high_prev, new_x, new_low_x, new_high_x
+
+ e_low[0] = e_in_low
+ e_high[0] = e_in_high
+ self.find_projection(f_low, f_high, f_links_low, f_links_high, e_low, e_high)
+ if e_low[0] == -1:
+ # low-priority corner case: if phrase w is unaligned,
+ # but we don't require aligned terminals, then returning
+ # an error here might prevent extraction of allowed
+ # rule X -> X_1 w X_2 / X_1 X_2. This is probably
+ # not worth the bother, though.
+ return 0
+ elif e_in_low != -1 and e_low[0] != e_in_low:
+ if e_in_low - e_low[0] < min_ex_size:
+ e_low[0] = e_in_low - min_ex_size
+ if e_low[0] < 0:
+ return 0
+
+ if e_high[0] - e_low[0] > max_e_len:
+ return 0
+ elif e_in_high != -1 and e_high[0] != e_in_high:
+ if e_high[0] - e_in_high < min_ex_size:
+ e_high[0] = e_in_high + min_ex_size
+ if e_high[0] > e_sent_len:
+ return 0
+
+ f_back_low[0] = -1
+ f_back_high[0] = -1
+ f_low_prev = f_low
+ f_high_prev = f_high
+ new_x = 0
+ new_low_x = 0
+ new_high_x = 0
+
+ while True:
+
+ if f_back_low[0] == -1:
+ self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high)
+ else:
+ self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high)
+ self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high)
+
+ if f_back_low[0] > f_low:
+ f_back_low[0] = f_low
+
+ if f_back_high[0] < f_high:
+ f_back_high[0] = f_high
+
+ if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev:
+ return 1
+
+ if allow_low_x == 0 and f_back_low[0] < f_low:
+ # FAIL: f phrase is not tight
+ return 0
+
+ if f_back_high[0] - f_back_low[0] > max_f_len:
+ # FAIL: f back projection is too wide
+ return 0
+
+ if allow_high_x == 0 and f_back_high[0] > f_high:
+ # FAIL: extension on high side not allowed
+ return 0
+
+ if f_low != f_back_low[0]:
+ if new_low_x == 0:
+ if new_x >= max_new_x:
+ # FAIL: extension required on low side violates max # of gaps
+ return 0
+ else:
+ new_x = new_x + 1
+ new_low_x = 1
+ if f_low - f_back_low[0] < min_fx_size:
+ f_back_low[0] = f_low - min_fx_size
+ if f_back_high[0] - f_back_low[0] > max_f_len:
+ # FAIL: extension required on low side violates max initial length
+ return 0
+ if f_back_low[0] < 0:
+ # FAIL: extension required on low side violates sentence boundary
+ return 0
+
+ if f_high != f_back_high[0]:
+ if new_high_x == 0:
+ if new_x >= max_new_x:
+ # FAIL: extension required on high side violates max # of gaps
+ return 0
+ else:
+ new_x = new_x + 1
+ new_high_x = 1
+ if f_back_high[0] - f_high < min_fx_size:
+ f_back_high[0] = f_high + min_fx_size
+ if f_back_high[0] - f_back_low[0] > max_f_len:
+ # FAIL: extension required on high side violates max initial length
+ return 0
+ if f_back_high[0] > f_sent_len:
+ # FAIL: extension required on high side violates sentence boundary
+ return 0
+
+ e_low_prev = e_low[0]
+ e_high_prev = e_high[0]
+
+ self.find_projection(f_back_low[0], f_low_prev, f_links_low, f_links_high, e_low, e_high)
+ self.find_projection(f_high_prev, f_back_high[0], f_links_low, f_links_high, e_low, e_high)
+ if e_low[0] == e_low_prev and e_high[0] == e_high_prev:
+ return 1
+ if allow_arbitrary_x == 0:
+ # FAIL: arbitrary expansion not permitted
+ return 0
+ if e_high[0] - e_low[0] > max_e_len:
+ # FAIL: re-projection violates sentence max phrase length
+ return 0
+ f_low_prev = f_back_low[0]
+ f_high_prev = f_back_high[0]
+
+
+ cdef find_projection(self, int in_low, int in_high, int* in_links_low, int* in_links_high,
+ int* out_low, int* out_high):
+ cdef int i
+ for i from in_low <= i < in_high:
+ if in_links_low[i] != -1:
+ if out_low[0] == -1 or in_links_low[i] < out_low[0]:
+ out_low[0] = in_links_low[i]
+ if out_high[0] == -1 or in_links_high[i] > out_high[0]:
+ out_high[0] = in_links_high[i]
+
+
+ cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len):
+ cdef int new_len
+ new_len = arr_len[0] + data_len
+ arr = <int*> realloc(arr, new_len*sizeof(int))
+ memcpy(arr+arr_len[0], data, data_len*sizeof(int))
+ arr_len[0] = new_len
+ return arr
+
+
+ cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps,
+ int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low,
+ int sent_id, int e_sent_len, int e_sent_start):
+ cdef int i, j, k, m, n, *e_gap_order, e_x_low, e_x_high, e_x_gap_low, e_x_gap_high
+ cdef int *e_gaps1, *e_gaps2, len1, len2, step, num_chunks
+ cdef IntList ephr_arr
+ cdef result
+
+ result = []
+ len1 = 0
+ e_gaps1 = <int*> malloc(0)
+ ephr_arr = IntList()
+
+ e_gap_order = <int*> malloc(num_gaps*sizeof(int))
+ if num_gaps > 0:
+ e_gap_order[0] = 0
+ for i from 1 <= i < num_gaps:
+ for j from 0 <= j < i:
+ if e_gap_low[i] < e_gap_low[j]:
+ for k from j <= k < i:
+ e_gap_order[k+1] = e_gap_order[k]
+ e_gap_order[j] = i
+ break
+ else:
+ e_gap_order[i] = i
+
+ e_x_low = e_low
+ e_x_high = e_high
+ if not self.tight_phrases:
+ while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1:
+ e_x_low = e_x_low - 1
+ while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1:
+ e_x_high = e_x_high + 1
+
+ for i from e_x_low <= i <= e_low:
+ e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1)
+
+ for i from 0 <= i < num_gaps:
+ e_gaps2 = <int*> malloc(0)
+ len2 = 0
+
+ j = e_gap_order[i]
+ e_x_gap_low = e_gap_low[j]
+ e_x_gap_high = e_gap_high[j]
+ if not self.tight_phrases:
+ while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1:
+ e_x_gap_low = e_x_gap_low - 1
+ while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1:
+ e_x_gap_high = e_x_gap_high + 1
+
+ k = 0
+ step = 1+(i*2)
+ while k < len1:
+ for m from e_x_gap_low <= m <= e_gap_low[j]:
+ if m >= e_gaps1[k+step-1]:
+ for n from e_gap_high[j] <= n <= e_x_gap_high:
+ if n-m >= 1: # extractor.py doesn't restrict target-side gap length
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step)
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1)
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1)
+ k = k + step
+ free(e_gaps1)
+ e_gaps1 = e_gaps2
+ len1 = len2
+
+ step = 1+(num_gaps*2)
+ e_gaps2 = <int*> malloc(0)
+ len2 = 0
+ for i from e_high <= i <= e_x_high:
+ j = 0
+ while j < len1:
+ if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]:
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step)
+ e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1)
+ j = j + step
+ free(e_gaps1)
+ e_gaps1 = e_gaps2
+ len1 = len2
+
+ step = (num_gaps+1)*2
+ i = 0
+
+ cdef IntList indexes
+ while i < len1:
+ ephr_arr._clear()
+ num_chunks = 0
+ indexes = IntList()
+ for j from 0 <= j < num_gaps+1:
+ if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]:
+ num_chunks = num_chunks + 1
+ for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]:
+ indexes.append(k)
+ ephr_arr._append(self.eid2symid[self.eda.data.arr[e_sent_start+k]])
+ if j < num_gaps:
+ indexes.append(sym_setindex(self.category, e_gap_order[j]+1))
+ ephr_arr._append(sym_setindex(self.category, e_gap_order[j]+1))
+ i = i + step
+ if ephr_arr.len <= self.max_target_length and num_chunks <= self.max_target_chunks:
+ result.append((Phrase(ephr_arr),indexes))
+
+ free(e_gaps1)
+ free(e_gap_order)
+ return result
+
+ cdef IntList create_alignments(self, int* sent_links, int num_links,
+ IntList findexes, IntList eindexes):
+ cdef unsigned i
+ cdef IntList ret = IntList()
+ for i in range(findexes.len):
+ s = findexes.arr[i]
+ if s < 0: continue
+ idx = 0
+ while idx < num_links * 2:
+ if sent_links[idx] == s:
+ j = eindexes.index(sent_links[idx+1])
+ ret.append(i * ALIGNMENT_CODE + j)
+ idx += 2
+ return ret
+
+ cdef extract(self, Phrase phrase, Matching* matching, int* chunklen, int num_chunks):
+ cdef int* sent_links, *e_links_low, *e_links_high, *f_links_low, *f_links_high
+ cdef int *f_gap_low, *f_gap_high, *e_gap_low, *e_gap_high, num_gaps, gap_start
+ cdef int i, j, k, e_i, f_i, num_links, num_aligned_chunks, met_constraints, x
+ cdef int f_low, f_high, e_low, e_high, f_back_low, f_back_high
+ cdef int e_sent_start, e_sent_end, f_sent_start, f_sent_end, e_sent_len, f_sent_len
+ cdef int e_word_count, f_x_low, f_x_high, e_x_low, e_x_high, phrase_len
+ cdef float pair_count
+ cdef extracts, phrase_list
+ cdef IntList fphr_arr
+ cdef Phrase fphr
+ cdef reason_for_failure
+
+ fphr_arr = IntList()
+ phrase_len = phrase.n
+ extracts = []
+ sent_links = self.alignment._get_sent_links(matching.sent_id, &num_links)
+
+ e_sent_start = self.eda.sent_index.arr[matching.sent_id]
+ e_sent_end = self.eda.sent_index.arr[matching.sent_id+1]
+ e_sent_len = e_sent_end - e_sent_start - 1
+ f_sent_start = self.fda.sent_index.arr[matching.sent_id]
+ f_sent_end = self.fda.sent_index.arr[matching.sent_id+1]
+ f_sent_len = f_sent_end - f_sent_start - 1
+
+ self.findexes1.reset()
+ sofar = 0
+ for i in range(num_chunks):
+ for j in range(chunklen[i]):
+ self.findexes1.append(matching.arr[matching.start+i]+j-f_sent_start);
+ sofar += 1
+ if i+1 < num_chunks:
+ self.findexes1.append(phrase[sofar])
+ sofar += 1
+
+
+ e_links_low = <int*> malloc(e_sent_len*sizeof(int))
+ e_links_high = <int*> malloc(e_sent_len*sizeof(int))
+ f_links_low = <int*> malloc(f_sent_len*sizeof(int))
+ f_links_high = <int*> malloc(f_sent_len*sizeof(int))
+ f_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ f_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ e_gap_low = <int*> malloc((num_chunks+1)*sizeof(int))
+ e_gap_high = <int*> malloc((num_chunks+1)*sizeof(int))
+ memset(f_gap_low, 0, (num_chunks+1)*sizeof(int))
+ memset(f_gap_high, 0, (num_chunks+1)*sizeof(int))
+ memset(e_gap_low, 0, (num_chunks+1)*sizeof(int))
+ memset(e_gap_high, 0, (num_chunks+1)*sizeof(int))
+
+ reason_for_failure = ""
+
+ for i from 0 <= i < e_sent_len:
+ e_links_low[i] = -1
+ e_links_high[i] = -1
+ for i from 0 <= i < f_sent_len:
+ f_links_low[i] = -1
+ f_links_high[i] = -1
+
+ # this is really inefficient -- might be good to
+ # somehow replace with binary search just for the f
+ # links that we care about (but then how to look up
+ # when we want to check something on the e side?)
+ i = 0
+ while i < num_links*2:
+ f_i = sent_links[i]
+ e_i = sent_links[i+1]
+ if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i:
+ f_links_low[f_i] = e_i
+ if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1:
+ f_links_high[f_i] = e_i + 1
+ if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i:
+ e_links_low[e_i] = f_i
+ if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1:
+ e_links_high[e_i] = f_i + 1
+ i = i + 2
+
+ als = []
+ for x in range(matching.start,matching.end):
+ al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start])
+ als.append(al)
+ # check all source-side alignment constraints
+ met_constraints = 1
+ if self.require_aligned_terminal:
+ num_aligned_chunks = 0
+ for i from 0 <= i < num_chunks:
+ for j from 0 <= j < chunklen[i]:
+ if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1:
+ num_aligned_chunks = num_aligned_chunks + 1
+ break
+ if num_aligned_chunks == 0:
+ reason_for_failure = "No aligned terminals"
+ met_constraints = 0
+ if self.require_aligned_chunks and num_aligned_chunks < num_chunks:
+ reason_for_failure = "Unaligned chunk"
+ met_constraints = 0
+
+ if met_constraints and self.tight_phrases:
+ # outside edge constraints are checked later
+ for i from 0 <= i < num_chunks-1:
+ if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1:
+ reason_for_failure = "Gaps are not tight phrases"
+ met_constraints = 0
+ break
+ if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1:
+ reason_for_failure = "Gaps are not tight phrases"
+ met_constraints = 0
+ break
+
+ f_low = matching.arr[matching.start] - f_sent_start
+ f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start
+ if met_constraints:
+
+ if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ self.train_min_gap_size, 0,
+ self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0):
+ gap_error = 0
+ num_gaps = 0
+
+ if f_back_low < f_low:
+ f_gap_low[0] = f_back_low
+ f_gap_high[0] = f_low
+ num_gaps = 1
+ gap_start = 0
+ phrase_len = phrase_len+1
+ if phrase_len > self.max_length:
+ gap_error = 1
+ if self.tight_phrases:
+ if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1:
+ gap_error = 1
+ reason_for_failure = "Inside edges of preceding subphrase are not tight"
+ else:
+ gap_start = 1
+ if self.tight_phrases and f_links_low[f_low] == -1:
+ # this is not a hard error. we can't extract this phrase
+ # but we still might be able to extract a superphrase
+ met_constraints = 0
+
+ for i from 0 <= i < matching.size - 1:
+ f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start
+ f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start
+ num_gaps = num_gaps + 1
+
+ if f_high < f_back_high:
+ f_gap_low[gap_start+num_gaps] = f_high
+ f_gap_high[gap_start+num_gaps] = f_back_high
+ num_gaps = num_gaps + 1
+ phrase_len = phrase_len+1
+ if phrase_len > self.max_length:
+ gap_error = 1
+ if self.tight_phrases:
+ if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1:
+ gap_error = 1
+ reason_for_failure = "Inside edges of following subphrase are not tight"
+ else:
+ if self.tight_phrases and f_links_low[f_high-1] == -1:
+ met_constraints = 0
+
+ if gap_error == 0:
+ e_word_count = e_high - e_low
+ for i from 0 <= i < num_gaps: # check integrity of subphrases
+ if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i],
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i,
+ f_gap_low+gap_start+i, f_gap_high+gap_start+i,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0) == 0:
+ gap_error = 1
+ reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i])
+ break
+
+ if gap_error == 0:
+ i = 1
+ self.findexes.reset()
+ if f_back_low < f_low:
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.append(sym_setindex(self.category, i))
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ if f_back_high > f_high:
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+
+ fphr = Phrase(fphr_arr)
+ if met_constraints:
+ phrase_list = self.extract_phrases(e_low, e_high, e_gap_low + gap_start, e_gap_high + gap_start, e_links_low, num_gaps,
+ f_back_low, f_back_high, f_gap_low + gap_start, f_gap_high + gap_start, f_links_low,
+ matching.sent_id, e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ reason_for_failure = "Didn't extract anything from [%d, %d] -> [%d, %d]" % (f_back_low, f_back_high, e_low, e_high)
+ for phrase2, eindexes in phrase_list:
+ als1 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als1)))
+ if (num_gaps < self.max_nonterminals and
+ phrase_len < self.max_length and
+ f_back_high - f_back_low + self.train_min_gap_size <= self.train_max_initial_size):
+ if (f_back_low == f_low and
+ f_low >= self.train_min_gap_size and
+ ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_back_high-1] != -1))):
+ f_x_low = f_low-self.train_min_gap_size
+ met_constraints = 1
+ if self.tight_phrases:
+ while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ f_x_low = f_x_low - 1
+ if f_x_low < 0 or f_back_high - f_x_low > self.train_max_initial_size:
+ met_constraints = 0
+
+ if (met_constraints and
+ (self.find_fixpoint(f_x_low, f_back_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 1, 1, 1, 1, 0, 1, 0) == 1) and
+ ((not self.tight_phrases) or f_links_low[f_x_low] != -1) and
+ self.find_fixpoint(f_x_low, f_low, # check integrity of new subphrase
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0)):
+ fphr_arr._clear()
+ i = 1
+ self.findexes.reset()
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ if f_back_high > f_high:
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr = Phrase(fphr_arr)
+ phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+1,
+ f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low, matching.sent_id,
+ e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ for phrase2, eindexes in phrase_list:
+ als2 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als2)))
+
+ if (f_back_high == f_high and
+ f_sent_len - f_high >= self.train_min_gap_size and
+ ((not self.tight_phrases) or (f_links_low[f_high] != -1 and f_links_low[f_back_low] != -1))):
+ f_x_high = f_high+self.train_min_gap_size
+ met_constraints = 1
+ if self.tight_phrases:
+ while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ f_x_high = f_x_high + 1
+ if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size:
+ met_constraints = 0
+
+ if (met_constraints and
+ self.find_fixpoint(f_back_low, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 1, 1, 1, 0, 1, 1, 0) and
+ ((not self.tight_phrases) or f_links_low[f_x_high-1] != -1) and
+ self.find_fixpoint(f_high, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low+gap_start+num_gaps, e_gap_high+gap_start+num_gaps,
+ f_gap_low+gap_start+num_gaps, f_gap_high+gap_start+num_gaps,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0)):
+ fphr_arr._clear()
+ i = 1
+ self.findexes.reset()
+ if f_back_low < f_low:
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.append(sym_setindex(self.category, i))
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr = Phrase(fphr_arr)
+ phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low+gap_start, e_gap_high+gap_start, e_links_low, num_gaps+1,
+ f_x_low, f_x_high, f_gap_low+gap_start, f_gap_high+gap_start, f_links_low,
+ matching.sent_id, e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ for phrase2, eindexes in phrase_list:
+ als3 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als3)))
+ if (num_gaps < self.max_nonterminals - 1 and
+ phrase_len+1 < self.max_length and
+ f_back_high == f_high and
+ f_back_low == f_low and
+ f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and
+ f_low >= self.train_min_gap_size and
+ f_high <= f_sent_len - self.train_min_gap_size and
+ ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))):
+
+ met_constraints = 1
+ f_x_low = f_low-self.train_min_gap_size
+ if self.tight_phrases:
+ while f_x_low >= 0 and f_links_low[f_x_low] == -1:
+ f_x_low = f_x_low - 1
+ if f_x_low < 0:
+ met_constraints = 0
+
+ f_x_high = f_high+self.train_min_gap_size
+ if self.tight_phrases:
+ while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1:
+ f_x_high = f_x_high + 1
+ if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size:
+ met_constraints = 0
+
+ if (met_constraints and
+ (self.find_fixpoint(f_x_low, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 1, 1, 2, 1, 1, 1, 1) == 1) and
+ ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and
+ self.find_fixpoint(f_x_low, f_low,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0) and
+ self.find_fixpoint(f_high, f_x_high,
+ f_links_low, f_links_high, e_links_low, e_links_high,
+ -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps,
+ f_gap_low+1+num_gaps, f_gap_high+1+num_gaps,
+ f_sent_len, e_sent_len,
+ self.train_max_initial_size, self.train_max_initial_size,
+ 0, 0, 0, 0, 0, 0, 0)):
+ fphr_arr._clear()
+ i = 1
+ self.findexes.reset()
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i+1
+ self.findexes.extend(self.findexes1)
+ for j from 0 <= j < phrase.n:
+ if sym_isvar(phrase.syms[j]):
+ fphr_arr._append(sym_setindex(self.category, i))
+ i = i + 1
+ else:
+ fphr_arr._append(phrase.syms[j])
+ fphr_arr._append(sym_setindex(self.category, i))
+ self.findexes.append(sym_setindex(self.category, i))
+ fphr = Phrase(fphr_arr)
+ phrase_list = self.extract_phrases(e_x_low, e_x_high, e_gap_low, e_gap_high, e_links_low, num_gaps+2,
+ f_x_low, f_x_high, f_gap_low, f_gap_high, f_links_low,
+ matching.sent_id, e_sent_len, e_sent_start)
+ if len(phrase_list) > 0:
+ pair_count = 1.0 / len(phrase_list)
+ else:
+ pair_count = 0
+ for phrase2, eindexes in phrase_list:
+ als4 = self.create_alignments(sent_links,num_links,self.findexes,eindexes)
+ extracts.append((fphr, phrase2, pair_count, tuple(als4)))
+ else:
+ reason_for_failure = "Unable to extract basic phrase"
+
+ free(sent_links)
+ free(f_links_low)
+ free(f_links_high)
+ free(e_links_low)
+ free(e_links_high)
+ free(f_gap_low)
+ free(f_gap_high)
+ free(e_gap_low)
+ free(e_gap_high)
+
+ return extracts
+
+ #
+ # Online grammar extraction handling
+ #
+
+ # Aggregate stats from a training instance
+ # (Extract rules, update counts)
+ def add_instance(self, f_words, e_words, alignment):
+
+ self.online = True
+
+ # Rules extracted from this instance
+ # Track span of lexical items (terminals) to make
+ # sure we don't extract the same rule for the same
+ # span more than once.
+ # (f, e, al, lex_f_i, lex_f_j)
+ rules = set()
+
+ f_len = len(f_words)
+ e_len = len(e_words)
+
+ # Pre-compute alignment info
+ al = [[] for i in range(f_len)]
+ fe_span = [[e_len + 1, -1] for i in range(f_len)]
+ ef_span = [[f_len + 1, -1] for i in range(e_len)]
+ for f, e in alignment:
+ al[f].append(e)
+ fe_span[f][0] = min(fe_span[f][0], e)
+ fe_span[f][1] = max(fe_span[f][1], e)
+ ef_span[e][0] = min(ef_span[e][0], f)
+ ef_span[e][1] = max(ef_span[e][1], f)
+
+ # Target side word coverage
+ cover = [0] * e_len
+ # Non-terminal coverage
+ f_nt_cover = [0] * f_len
+ e_nt_cover = [0] * e_len
+
+ # Extract all possible hierarchical phrases starting at a source index
+ # f_ i and j are current, e_ i and j are previous
+ # We care _considering_ f_j, so it is not yet in counts
+ def extract(f_i, f_j, e_i, e_j, min_bound, wc, links, nt, nt_open):
+ # Phrase extraction limits
+ if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size:
+ return
+ # Unaligned word
+ if not al[f_j]:
+ # Adjacent to non-terminal: extend (non-terminal now open)
+ if nt and nt[-1][2] == f_j - 1:
+ nt[-1][2] += 1
+ extract(f_i, f_j + 1, e_i, e_j, min_bound, wc, links, nt, True)
+ nt[-1][2] -= 1
+ # Unless non-terminal already open, always extend with word
+ # Make sure adding a word doesn't exceed length
+ if not nt_open and wc < self.max_length:
+ extract(f_i, f_j + 1, e_i, e_j, min_bound, wc + 1, links, nt, False)
+ return
+ # Aligned word
+ link_i = fe_span[f_j][0]
+ link_j = fe_span[f_j][1]
+ new_e_i = min(link_i, e_i)
+ new_e_j = max(link_j, e_j)
+ # Check reverse links of newly covered words to see if they violate left
+ # bound (return) or extend minimum right bound for chunk
+ new_min_bound = min_bound
+ # First aligned word creates span
+ if e_j == -1:
+ for i from new_e_i <= i <= new_e_j:
+ if ef_span[i][0] < f_i:
+ return
+ new_min_bound = max(new_min_bound, ef_span[i][1])
+ # Other aligned words extend span
+ else:
+ for i from new_e_i <= i < e_i:
+ if ef_span[i][0] < f_i:
+ return
+ new_min_bound = max(new_min_bound, ef_span[i][1])
+ for i from e_j < i <= new_e_j:
+ if ef_span[i][0] < f_i:
+ return
+ new_min_bound = max(new_min_bound, ef_span[i][1])
+ # Extract, extend with word (unless non-terminal open)
+ if not nt_open:
+ nt_collision = False
+ for link in al[f_j]:
+ if e_nt_cover[link]:
+ nt_collision = True
+ # Non-terminal collisions block word extraction and extension, but
+ # may be okay for continuing non-terminals
+ if not nt_collision and wc < self.max_length:
+ plus_links = []
+ for link in al[f_j]:
+ plus_links.append((f_j, link))
+ cover[link] += 1
+ links.append(plus_links)
+ if links and f_j >= new_min_bound:
+ rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links))
+ extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False)
+ links.pop()
+ for link in al[f_j]:
+ cover[link] -= 1
+ # Try to add a word to current non-terminal (if any), extract, extend
+ if nt and nt[-1][2] == f_j - 1:
+ # Add to non-terminal, checking for collisions
+ old_last_nt = nt[-1][:]
+ nt[-1][2] = f_j
+ if link_i < nt[-1][3]:
+ if not span_check(cover, link_i, nt[-1][3] - 1):
+ nt[-1] = old_last_nt
+ return
+ span_inc(cover, link_i, nt[-1][3] - 1)
+ span_inc(e_nt_cover, link_i, nt[-1][3] - 1)
+ nt[-1][3] = link_i
+ if link_j > nt[-1][4]:
+ if not span_check(cover, nt[-1][4] + 1, link_j):
+ nt[-1] = old_last_nt
+ return
+ span_inc(cover, nt[-1][4] + 1, link_j)
+ span_inc(e_nt_cover, nt[-1][4] + 1, link_j)
+ nt[-1][4] = link_j
+ if links and f_j >= new_min_bound:
+ rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links))
+ extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc, links, nt, False)
+ nt[-1] = old_last_nt
+ if link_i < nt[-1][3]:
+ span_dec(cover, link_i, nt[-1][3] - 1)
+ span_dec(e_nt_cover, link_i, nt[-1][3] - 1)
+ if link_j > nt[-1][4]:
+ span_dec(cover, nt[-1][4] + 1, link_j)
+ span_dec(e_nt_cover, nt[-1][4] + 1, link_j)
+ # Try to start a new non-terminal, extract, extend
+ if (not nt or f_j - nt[-1][2] > 1) and wc < self.max_length and len(nt) < self.max_nonterminals:
+ # Check for collisions
+ if not span_check(cover, link_i, link_j):
+ return
+ span_inc(cover, link_i, link_j)
+ span_inc(e_nt_cover, link_i, link_j)
+ nt.append([(nt[-1][0] + 1) if nt else 1, f_j, f_j, link_i, link_j])
+ # Require at least one word in phrase
+ if links and f_j >= new_min_bound:
+ rules.add(self.form_rule(f_i, new_e_i, f_words[f_i:f_j + 1], e_words[new_e_i:new_e_j + 1], nt, links))
+ extract(f_i, f_j + 1, new_e_i, new_e_j, new_min_bound, wc + 1, links, nt, False)
+ nt.pop()
+ span_dec(cover, link_i, link_j)
+ span_dec(e_nt_cover, link_i, link_j)
+
+ # Try to extract phrases from every f index
+ for f_i from 0 <= f_i < f_len:
+ # Skip if phrases won't be tight on left side
+ if not al[f_i]:
+ continue
+ extract(f_i, f_i, f_len + 1, -1, f_i, 0, [], [], False)
+
+ # Update possible phrases (samples)
+ # This could be more efficiently integrated with extraction
+ # at the cost of readability
+ for f, lex_i, lex_j in self.get_f_phrases(f_words):
+ self.samples_f[f] += 1
+
+ # Update phrase counts
+ for rule in rules:
+ (f_ph, e_ph, al) = rule[:3]
+ self.phrases_f[f_ph] += 1
+ self.phrases_e[e_ph] += 1
+ self.phrases_fe[f_ph][e_ph] += 1
+ if not self.phrases_al[f_ph][e_ph]:
+ self.phrases_al[f_ph][e_ph] = al
+
+ # Update Bilexical counts
+ for e_w in e_words:
+ self.bilex_e[e_w] += 1
+ for f_w in f_words:
+ self.bilex_f[f_w] += 1
+ for e_w in e_words:
+ self.bilex_fe[f_w][e_w] += 1
+
+ # Create a rule from source, target, non-terminals, and alignments
+ def form_rule(self, f_i, e_i, f_span, e_span, nt, al):
+
+ # Substitute in non-terminals
+ nt_inv = sorted(nt, cmp=lambda x, y: cmp(x[3], y[3]))
+ f_sym = list(f_span[:])
+ off = f_i
+ for next_nt in nt:
+ nt_len = (next_nt[2] - next_nt[1]) + 1
+ i = 0
+ while i < nt_len:
+ f_sym.pop(next_nt[1] - off)
+ i += 1
+ f_sym.insert(next_nt[1] - off, sym_setindex(self.category, next_nt[0]))
+ off += (nt_len - 1)
+ e_sym = list(e_span[:])
+ off = e_i
+ for next_nt in nt_inv:
+ nt_len = (next_nt[4] - next_nt[3]) + 1
+ i = 0
+ while i < nt_len:
+ e_sym.pop(next_nt[3] - off)
+ i += 1
+ e_sym.insert(next_nt[3] - off, sym_setindex(self.category, next_nt[0]))
+ off += (nt_len - 1)
+
+ # Adjusting alignment links takes some doing
+ links = [list(link) for sub in al for link in sub]
+ links_inv = sorted(links, cmp=lambda x, y: cmp(x[1], y[1]))
+ links_len = len(links)
+ nt_len = len(nt)
+ nt_i = 0
+ off = f_i
+ i = 0
+ while i < links_len:
+ while nt_i < nt_len and links[i][0] > nt[nt_i][1]:
+ off += (nt[nt_i][2] - nt[nt_i][1])
+ nt_i += 1
+ links[i][0] -= off
+ i += 1
+ nt_i = 0
+ off = e_i
+ i = 0
+ while i < links_len:
+ while nt_i < nt_len and links_inv[i][1] > nt_inv[nt_i][3]:
+ off += (nt_inv[nt_i][4] - nt_inv[nt_i][3])
+ nt_i += 1
+ links_inv[i][1] -= off
+ i += 1
+
+ # Find lexical span
+ lex_f_i = f_i
+ lex_f_j = f_i + (len(f_span) - 1)
+ if nt:
+ if nt[0][1] == lex_f_i:
+ lex_f_i += (nt[0][2] - nt[0][1]) + 1
+ if nt[-1][2] == lex_f_j:
+ lex_f_j -= (nt[-1][2] - nt[-1][1]) + 1
+
+ # Create rule (f_phrase, e_phrase, links, f_link_min, f_link_max)
+ f = Phrase(f_sym)
+ e = Phrase(e_sym)
+ a = tuple(self.alignment.link(i, j) for i, j in links)
+ return (f, e, a, lex_f_i, lex_f_j)
+
+ # Rule string from rule
+ def fmt_rule(self, f, e, a):
+ a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a)
+ return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str)
+
+ # Debugging
+ def dump_online_stats(self):
+ logger.info('------------------------------')
+ logger.info(' Online Stats ')
+ logger.info('------------------------------')
+ logger.info('f')
+ for w in self.bilex_f:
+ logger.info(sym_tostring(w) + ' : ' + str(self.bilex_f[w]))
+ logger.info('e')
+ for w in self.bilex_e:
+ logger.info(sym_tostring(w) + ' : ' + str(self.bilex_e[w]))
+ logger.info('fe')
+ for w in self.bilex_fe:
+ for w2 in self.bilex_fe[w]:
+ logger.info(sym_tostring(w) + ' : ' + sym_tostring(w2) + ' : ' + str(self.bilex_fe[w][w2]))
+ logger.info('F')
+ for ph in self.phrases_f:
+ logger.info(str(ph) + ' ||| ' + str(self.phrases_f[ph]))
+ logger.info('E')
+ for ph in self.phrases_e:
+ logger.info(str(ph) + ' ||| ' + str(self.phrases_e[ph]))
+ logger.info('FE')
+ self.dump_online_rules()
+
+ def dump_online_rules(self):
+ for ph in self.phrases_fe:
+ for ph2 in self.phrases_fe[ph]:
+ logger.info(self.fmt_rule(str(ph), str(ph2), self.phrases_al[ph][ph2]) + ' ||| ' + str(self.phrases_fe[ph][ph2]))
+
+ # Lookup online stats for phrase pair (f, e). Return None if no match.
+ # IMPORTANT: use get() to avoid adding items to defaultdict
+ def online_ctx_lookup(self, f, e):
+ if self.online:
+ fcount = self.phrases_f.get(f, 0)
+ fsample_count = self.samples_f.get(f, 0)
+ d = self.phrases_fe.get(f, None)
+ paircount = d.get(e, 0) if d else 0
+ return OnlineFeatureContext(fcount, fsample_count, paircount, self.bilex_f, self.bilex_e, self.bilex_fe)
+ return None
+
+ # Find all phrases that we might try to extract
+ # (Used for EGivenFCoherent)
+ # Return set of (fphrase, lex_i, lex_j)
+ def get_f_phrases(self, f_words):
+
+ f_len = len(f_words)
+ phrases = set() # (fphrase, lex_i, lex_j)
+
+ def extract(f_i, f_j, lex_i, lex_j, wc, ntc, syms):
+ # Phrase extraction limits
+ if f_j > (f_len - 1) or (f_j - f_i) + 1 > self.max_initial_size:
+ return
+ # Extend with word
+ if wc + ntc < self.max_length:
+ syms.append(f_words[f_j])
+ f = Phrase(syms)
+ new_lex_i = min(lex_i, f_j)
+ new_lex_j = max(lex_j, f_j)
+ phrases.add((f, new_lex_i, new_lex_j))
+ extract(f_i, f_j + 1, new_lex_i, new_lex_j, wc + 1, ntc, syms)
+ syms.pop()
+ # Extend with existing non-terminal
+ if syms and sym_isvar(syms[-1]):
+ # Don't re-extract the same phrase
+ extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc, syms)
+ # Extend with new non-terminal
+ if wc + ntc < self.max_length:
+ if not syms or (ntc < self.max_nonterminals and not sym_isvar(syms[-1])):
+ syms.append(sym_setindex(self.category, ntc + 1))
+ f = Phrase(syms)
+ if wc > 0:
+ phrases.add((f, lex_i, lex_j))
+ extract(f_i, f_j + 1, lex_i, lex_j, wc, ntc + 1, syms)
+ syms.pop()
+
+ # Try to extract phrases from every f index
+ for f_i from 0 <= f_i < f_len:
+ extract(f_i, f_i, f_len, -1, 0, 0, [])
+
+ return phrases
+
+# Spans are _inclusive_ on both ends [i, j]
+def span_check(vec, i, j):
+ k = i
+ while k <= j:
+ if vec[k]:
+ return False
+ k += 1
+ return True
+
+def span_inc(vec, i, j):
+ k = i
+ while k <= j:
+ vec[k] += 1
+ k += 1
+
+def span_dec(vec, i, j):
+ k = i
+ while k <= j:
+ vec[k] -= 1
+ k += 1
diff --git a/python/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 <vector>
+#include <string>
+#include <tr1/unordered_map>
+#include <stdint.h>
+
+using namespace std;
+using namespace std::tr1;
+
+#undef HAVE_64_BITS
+
+#if INTPTR_MAX == INT32_MAX
+# define HAVE_64_BITS 0
+#elif INTPTR_MAX >= INT64_MAX
+# define HAVE_64_BITS 1
+#else
+# error "couldn't tell if HAVE_64_BITS from INTPTR_MAX INT32_MAX INT64_MAX"
+#endif
+
+typedef uintptr_t MurmurInt;
+
+// MurmurHash2, by Austin Appleby
+
+static const uint32_t DEFAULT_SEED=2654435769U;
+
+#if HAVE_64_BITS
+//MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED);
+
+inline uint64_t MurmurHash64( const void * key, int len, unsigned int seed=DEFAULT_SEED )
+{
+ const uint64_t m = 0xc6a4a7935bd1e995ULL;
+ const int r = 47;
+
+ uint64_t h = seed ^ (len * m);
+
+ const uint64_t * data = (const uint64_t *)key;
+ const uint64_t * end = data + (len/8);
+
+ while(data != end)
+ {
+ uint64_t k = *data++;
+
+ k *= m;
+ k ^= k >> r;
+ k *= m;
+
+ h ^= k;
+ h *= m;
+ }
+
+ const unsigned char * data2 = (const unsigned char*)data;
+
+ switch(len & 7)
+ {
+ case 7: h ^= uint64_t(data2[6]) << 48;
+ case 6: h ^= uint64_t(data2[5]) << 40;
+ case 5: h ^= uint64_t(data2[4]) << 32;
+ case 4: h ^= uint64_t(data2[3]) << 24;
+ case 3: h ^= uint64_t(data2[2]) << 16;
+ case 2: h ^= uint64_t(data2[1]) << 8;
+ case 1: h ^= uint64_t(data2[0]);
+ h *= m;
+ };
+
+ h ^= h >> r;
+ h *= m;
+ h ^= h >> r;
+
+ return h;
+}
+
+inline uint32_t MurmurHash32(void const *key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ return (uint32_t) MurmurHash64(key,len,seed);
+}
+
+inline MurmurInt MurmurHash(void const *key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ return MurmurHash64(key,len,seed);
+}
+
+#else
+// 32-bit
+
+// Note - This code makes a few assumptions about how your machine behaves -
+// 1. We can read a 4-byte value from any address without crashing
+// 2. sizeof(int) == 4
+inline uint32_t MurmurHash32 ( const void * key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ // 'm' and 'r' are mixing constants generated offline.
+ // They're not really 'magic', they just happen to work well.
+
+ const uint32_t m = 0x5bd1e995;
+ const int r = 24;
+
+ // Initialize the hash to a 'random' value
+
+ uint32_t h = seed ^ len;
+
+ // Mix 4 bytes at a time into the hash
+
+ const unsigned char * data = (const unsigned char *)key;
+
+ while(len >= 4)
+ {
+ uint32_t k = *(uint32_t *)data;
+
+ k *= m;
+ k ^= k >> r;
+ k *= m;
+
+ h *= m;
+ h ^= k;
+
+ data += 4;
+ len -= 4;
+ }
+
+ // Handle the last few bytes of the input array
+
+ switch(len)
+ {
+ case 3: h ^= data[2] << 16;
+ case 2: h ^= data[1] << 8;
+ case 1: h ^= data[0];
+ h *= m;
+ };
+
+ // Do a few final mixes of the hash to ensure the last few
+ // bytes are well-incorporated.
+
+ h ^= h >> 13;
+ h *= m;
+ h ^= h >> 15;
+
+ return h;
+}
+
+inline MurmurInt MurmurHash ( const void * key, int len, uint32_t seed=DEFAULT_SEED) {
+ return MurmurHash32(key,len,seed);
+}
+
+// 64-bit hash for 32-bit platforms
+
+inline uint64_t MurmurHash64 ( const void * key, int len, uint32_t seed=DEFAULT_SEED)
+{
+ const uint32_t m = 0x5bd1e995;
+ const int r = 24;
+
+ uint32_t h1 = seed ^ len;
+ uint32_t h2 = 0;
+
+ const uint32_t * data = (const uint32_t *)key;
+
+ while(len >= 8)
+ {
+ uint32_t k1 = *data++;
+ k1 *= m; k1 ^= k1 >> r; k1 *= m;
+ h1 *= m; h1 ^= k1;
+ len -= 4;
+
+ uint32_t k2 = *data++;
+ k2 *= m; k2 ^= k2 >> r; k2 *= m;
+ h2 *= m; h2 ^= k2;
+ len -= 4;
+ }
+
+ if(len >= 4)
+ {
+ uint32_t k1 = *data++;
+ k1 *= m; k1 ^= k1 >> r; k1 *= m;
+ h1 *= m; h1 ^= k1;
+ len -= 4;
+ }
+
+ switch(len)
+ {
+ case 3: h2 ^= ((unsigned char*)data)[2] << 16;
+ case 2: h2 ^= ((unsigned char*)data)[1] << 8;
+ case 1: h2 ^= ((unsigned char*)data)[0];
+ h2 *= m;
+ };
+
+ h1 ^= h2 >> 18; h1 *= m;
+ h2 ^= h1 >> 22; h2 *= m;
+ h1 ^= h2 >> 17; h1 *= m;
+ h2 ^= h1 >> 19; h2 *= m;
+
+ uint64_t h = h1;
+
+ h = (h << 32) | h2;
+
+ return h;
+}
+
+#endif
+//32bit
+
+struct MurmurHasher {
+ size_t operator()(const string& s) const {
+ return MurmurHash(s.c_str(), s.size());
+ }
+};
+
+struct StrMap {
+ StrMap() { keys_.reserve(10000); keys_.push_back("<bad0>"); map_[keys_[0]] = 0; }
+ unordered_map<string, int, MurmurHasher> map_;
+ vector<string> keys_;
+};
+
+StrMap* stringmap_new() {
+ return new StrMap;
+}
+
+void stringmap_delete(StrMap *vocab) {
+ delete vocab;
+}
+
+int stringmap_index(StrMap *vocab, char *s) {
+ int& cell = vocab->map_[s];
+ if (!cell) {
+ cell = vocab->keys_.size();
+ vocab->keys_.push_back(s);
+ }
+ return cell;
+}
+
+char* stringmap_word(StrMap *vocab, int i) {
+ return const_cast<char *>(vocab->keys_[i].c_str());
+}
+
diff --git a/python/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 <alopez@cs.umd.edu>
+
+from libc.stdio cimport FILE, fclose, fopen
+
+cdef class SuffixArray:
+ cdef DataArray darray
+ cdef IntList sa
+ cdef IntList ha
+
+ def __cinit__(self, from_binary=None, from_text=None, side=None):
+ self.darray = DataArray()
+ self.sa = IntList()
+ self.ha = IntList()
+ if from_binary:
+ self.read_binary(from_binary)
+ elif from_text:
+ self.read_text(from_text, side)
+
+ def __getitem__(self, i):
+ return self.sa.arr[i]
+
+ def read_text(self, filename, side):
+ '''Constructs suffix array using the algorithm
+ of Larsson & Sadahkane (1999)'''
+ cdef int V, N, i, j, h, a_i, n, current_run, skip
+ cdef IntList isa, word_count
+
+ self.darray = DataArray(from_text=filename, side=side, use_sent_id=True)
+ N = len(self.darray)
+ V = len(self.darray.id2word)
+
+ self.sa = IntList(initial_len=N)
+ self.ha = IntList(initial_len=V+1)
+
+ isa = IntList(initial_len=N)
+ word_count = IntList(initial_len=V+1)
+
+ '''Step 1: bucket sort data'''
+ cdef float sort_start_time = monitor_cpu()
+ cdef float start_time = sort_start_time
+ for i from 0 <= i < N:
+ a_i = self.darray.data.arr[i]
+ word_count.arr[a_i] = word_count.arr[a_i] + 1
+
+ n = 0
+ for i from 0 <= i < V+1:
+ self.ha.arr[i] = n
+ n = n + word_count.arr[i]
+ word_count.arr[i] = 0
+
+ for i from 0 <= i < N:
+ a_i = self.darray.data.arr[i]
+ self.sa.arr[self.ha.arr[a_i] + word_count.arr[a_i]] = i
+ isa.arr[i] = self.ha.arr[a_i + 1] - 1 # bucket pointer is last index in bucket
+ word_count.arr[a_i] = word_count.arr[a_i] + 1
+
+ '''Determine size of initial runs'''
+ current_run = 0
+ for i from 0 <= i < V+1:
+ if i < V and self.ha.arr[i+1] - self.ha.arr[i] == 1:
+ current_run = current_run + 1
+ else:
+ if current_run > 0:
+ self.sa.arr[self.ha.arr[i] - current_run] = -current_run
+ current_run = 0
+
+ logger.info(" Bucket sort took %f seconds", (monitor_cpu() - sort_start_time))
+
+ '''Step 2: prefix-doubling sort'''
+ h = 1
+ while self.sa.arr[0] != -N:
+ sort_start_time = monitor_cpu()
+ logger.debug(" Refining, sort depth = %d", h)
+ i = 0
+ skip = 0
+ while i < N:
+ if self.sa.arr[i] < 0:
+ skip = skip + self.sa.arr[i]
+ i = i - self.sa.arr[i]
+ else:
+ if skip < 0:
+ self.sa.arr[i+skip] = skip
+ skip = 0
+ j = isa.arr[self.sa.arr[i]]
+ self.q3sort(i, j, h, isa)
+ i = j+1
+ if skip < 0:
+ self.sa.arr[i+skip] = skip
+ h = h * 2
+ logger.debug(" Refinement took %f seconds", (monitor_cpu() - sort_start_time))
+
+ '''Step 3: read off suffix array from inverse suffix array'''
+ logger.info(" Finalizing sort...")
+ for i from 0 <= i < N:
+ j = isa.arr[i]
+ self.sa.arr[j] = i
+ logger.info("Suffix array construction took %f seconds", (monitor_cpu() - start_time))
+
+ def q3sort(self, int i, int j, int h, IntList isa, pad=""):
+ '''This is a ternary quicksort. It divides the array into
+ three partitions: items less than the pivot, items equal
+ to pivot, and items greater than pivot. The first and last
+ of these partitions are then recursively sorted'''
+ cdef int k, midpoint, pval, phead, ptail, tmp
+
+ if j-i < -1:
+ raise Exception("Unexpected condition found in q3sort: sort from %d to %d" % (i,j))
+ if j-i == -1: # recursive base case -- empty interval
+ return
+ if (j-i == 0): # recursive base case -- singleton interval
+ isa.arr[self.sa.arr[i]] = i
+ self.sa.arr[i] = -1
+ return
+
+ # NOTE: choosing the first item as a pivot value resulted in
+ # stack overflow for some very large buckets. I think there
+ # is a natural bias towards order due the way the word ids are
+ # assigned; thus this resulted in the range to the left of the
+ # pivot being nearly empty. Therefore, choose the middle item.
+ # If the method of assigning word_id's is changed, this method
+ # may need to be reconsidered as well.
+ midpoint = (i+j)/2
+ pval = isa.arr[self.sa.arr[midpoint] + h]
+ if i != midpoint:
+ tmp = self.sa.arr[midpoint]
+ self.sa.arr[midpoint] = self.sa.arr[i]
+ self.sa.arr[i] = tmp
+ phead = i
+ ptail = i
+
+ # find the three partitions. phead marks the first element
+ # of the middle partition, and ptail marks the last element
+ for k from i+1 <= k < j+1:
+ if isa.arr[self.sa.arr[k] + h] < pval:
+ if k > ptail+1:
+ tmp = self.sa.arr[phead]
+ self.sa.arr[phead] = self.sa.arr[k]
+ self.sa.arr[k] = self.sa.arr[ptail+1]
+ self.sa.arr[ptail+1] = tmp
+ else: # k == ptail+1
+ tmp = self.sa.arr[phead]
+ self.sa.arr[phead] = self.sa.arr[k]
+ self.sa.arr[k] = tmp
+ phead = phead + 1
+ ptail = ptail + 1
+ else:
+ if isa.arr[self.sa.arr[k] + h] == pval:
+ if k > ptail+1:
+ tmp = self.sa.arr[ptail+1]
+ self.sa.arr[ptail+1] = self.sa.arr[k]
+ self.sa.arr[k] = tmp
+ ptail = ptail + 1
+
+ # recursively sort smaller suffixes
+ self.q3sort(i, phead-1, h, isa, pad+" ")
+
+ # update suffixes with pivot value
+ # corresponds to update_group function in Larsson & Sadakane
+ for k from phead <= k < ptail+1:
+ isa.arr[self.sa.arr[k]] = ptail
+ if phead == ptail:
+ self.sa.arr[phead] = -1
+
+ # recursively sort larger suffixes
+ self.q3sort(ptail+1, j, h, isa, pad+" ")
+
+
+ def write_text(self, char* filename):
+ self.darray.write_text(filename)
+
+ def read_binary(self, char* filename):
+ cdef FILE *f
+ f = fopen(filename, "r")
+ self.darray.read_handle(f)
+ self.sa.read_handle(f)
+ self.ha.read_handle(f)
+ fclose(f)
+
+ def write_binary(self, char* filename):
+ cdef FILE* f
+ f = fopen(filename, "w")
+ self.darray.write_handle(f)
+ self.sa.write_handle(f)
+ self.ha.write_handle(f)
+ fclose(f)
+
+ def write_enhanced(self, char* filename):
+ with open(filename, "w") as f:
+ self.darray.write_enhanced_handle(f)
+ for a_i in self.sa:
+ f.write("%d " % a_i)
+ f.write("\n")
+ for w_i in self.ha:
+ f.write("%d " % w_i)
+ f.write("\n")
+
+ cdef int __search_high(self, int word_id, int offset, int low, int high):
+ cdef int midpoint
+
+ if low >= high:
+ return high
+ midpoint = (high + low) / 2
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ return self.__search_high(word_id, offset, midpoint+1, high)
+ else:
+ return self.__search_high(word_id, offset, low, midpoint)
+
+ cdef int __search_low(self, int word_id, int offset, int low, int high):
+ cdef int midpoint
+
+ if low >= high:
+ return high
+ midpoint = (high + low) / 2
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ return self.__search_low(word_id, offset, low, midpoint)
+ else:
+ return self.__search_low(word_id, offset, midpoint+1, high)
+
+ cdef __get_range(self, int word_id, int offset, int low, int high, int midpoint):
+ return (self.__search_low(word_id, offset, low, midpoint),
+ self.__search_high(word_id, offset, midpoint, high))
+
+ cdef __lookup_helper(self, int word_id, int offset, int low, int high):
+ cdef int midpoint
+
+ if offset == 0:
+ return (self.ha.arr[word_id], self.ha.arr[word_id+1])
+ if low >= high:
+ return None
+
+ midpoint = (high + low) / 2
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] == word_id:
+ return self.__get_range(word_id, offset, low, high, midpoint)
+ if self.darray.data.arr[self.sa.arr[midpoint] + offset] > word_id:
+ return self.__lookup_helper(word_id, offset, low, midpoint)
+ else:
+ return self.__lookup_helper(word_id, offset, midpoint+1, high)
+
+ def lookup(self, word, int offset, int low, int high):
+ cdef int wordid
+ if low == -1:
+ low = 0
+ if high == -1:
+ high = len(self.sa)
+ if word in self.darray.word2id:
+ word_id = self.darray.word2id[word]
+ return self.__lookup_helper(word_id, offset, low, high)
+ else:
+ return None
diff --git a/python/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<<INDEX_SHIFT)-1
+
+cdef class Alphabet:
+ cdef readonly StringMap terminals, nonterminals
+ cdef int first_nonterminal, last_nonterminal
+ cdef dict id2sym
+
+ def __cinit__(self):
+ self.terminals = StringMap()
+ self.nonterminals = StringMap()
+ self.id2sym = {}
+ self.first_nonterminal = -1
+
+ def __dealloc__(self):
+ pass
+
+ cdef int isvar(self, int sym):
+ return sym < 0
+
+ cdef int isword(self, int sym):
+ return sym >= 0
+
+ cdef int getindex(self, int sym):
+ return -sym & INDEX_MASK
+
+ cdef int setindex(self, int sym, int ind):
+ return -(-sym & ~INDEX_MASK | ind)
+
+ cdef int clearindex(self, int sym):
+ return -(-sym& ~INDEX_MASK)
+
+ cdef int match(self, int sym1, int sym2):
+ return self.clearindex(sym1) == self.clearindex(sym2);
+
+ cdef char* tocat(self, int sym):
+ return self.nonterminals.word((-sym >> INDEX_SHIFT)-1)
+
+ cdef int fromcat(self, char *s):
+ cdef int i
+ i = self.nonterminals.index(s)
+ if self.first_nonterminal == -1:
+ self.first_nonterminal = i
+ if i > self.last_nonterminal:
+ self.last_nonterminal = i
+ return -(i+1 << INDEX_SHIFT)
+
+ cdef char* tostring(self, int sym):
+ cdef int ind
+ if self.isvar(sym):
+ if sym in self.id2sym:
+ return self.id2sym[sym]
+ ind = self.getindex(sym)
+ if ind > 0:
+ self.id2sym[sym] = "[%s,%d]" % (self.tocat(sym), ind)
+ else:
+ self.id2sym[sym] = "[%s]" % self.tocat(sym)
+ return self.id2sym[sym]
+ else:
+ return self.terminals.word(sym)
+
+ cdef int fromstring(self, char *s, bint terminal):
+ """Warning: this method is allowed to alter s."""
+ cdef char *comma
+ cdef int n
+ n = strlen(s)
+ cdef char *sep
+ sep = strstr(s,"_SEP_")
+ if n >= 3 and s[0] == c'[' and s[n-1] == c']' and sep == NULL:
+ if terminal:
+ s1 = "\\"+s
+ return self.terminals.index(s1)
+ s[n-1] = c'\0'
+ s = s + 1
+ comma = strrchr(s, c',')
+ if comma != NULL:
+ comma[0] = c'\0'
+ return self.setindex(self.fromcat(s), strtol(comma+1, NULL, 10))
+ else:
+ return self.fromcat(s)
+ else:
+ return self.terminals.index(s)
+
+cdef Alphabet ALPHABET = Alphabet()
+
+cdef char* sym_tostring(int sym):
+ return ALPHABET.tostring(sym)
+
+cdef char* sym_tocat(int sym):
+ return ALPHABET.tocat(sym)
+
+cdef int sym_isvar(int sym):
+ return ALPHABET.isvar(sym)
+
+cdef int sym_getindex(int sym):
+ return ALPHABET.getindex(sym)
+
+cdef int sym_setindex(int sym, int id):
+ return ALPHABET.setindex(sym, id)
+
+cdef int sym_fromstring(char* string, bint terminal):
+ return ALPHABET.fromstring(string, terminal)
+
+def isvar(sym):
+ return sym_isvar(sym)
+
+def make_lattice(words):
+ word_ids = (sym_fromstring(word, True) for word in words)
+ return tuple(((word, None, 1), ) for word in word_ids)
+
+def decode_lattice(lattice):
+ return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc
+ for arc in node for node in lattice)
+
+def decode_sentence(lattice):
+ return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice)
+
+def encode_words(words):
+ return tuple(sym_fromstring(word, True) for word in words)
+
+def decode_words(syms):
+ return tuple(sym_tostring(sym) for sym in syms) \ No newline at end of file
diff --git a/python/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 = <void**> malloc(veb.top_universe_size * sizeof(void*))
+ memset(veb.bottom, 0, veb.top_universe_size * sizeof(void*))
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ veb.top = new_VEB(veb.top_universe_size)
+ else:
+ veb.top = new_BitSet()
+
+ veb.max_val = -1
+ veb.min_val = -1
+ veb.size = 0
+ return veb
+
+
+cdef int VEB_insert(_VEB* veb, int i):
+ cdef _VEB* subv
+ cdef _BitSet* subb
+ cdef int a, b, tmp
+
+ if veb.size == 0:
+ veb.min_val = i
+ veb.max_val = i
+ elif i == veb.min_val or i == veb.max_val:
+ return 0
+ else:
+ if i < veb.min_val:
+ tmp = i
+ i = veb.min_val
+ veb.min_val = tmp
+ a = i >> veb.num_bottom_bits
+ b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ if veb.bottom[a] == NULL:
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ subv = <_VEB*> veb.top
+ VEB_insert(subv, a)
+ else:
+ subb = <_BitSet*> veb.top
+ bitset_insert(subb, a)
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits)
+ else:
+ veb.bottom[a] = new_BitSet()
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[a]
+ if VEB_insert(subv, b) == 0:
+ return 0
+ else:
+ subb = <_BitSet*> veb.bottom[a]
+ if bitset_insert(subb, b) == 0:
+ return 0
+
+ if i > veb.max_val:
+ veb.max_val = i
+ veb.size = veb.size + 1
+ return 1
+
+
+cdef del_VEB(_VEB* veb):
+ cdef int i
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ i = (<_VEB*> veb.top).min_val
+ else:
+ i = (<_BitSet*> veb.top).min_val
+
+ while i != -1:
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ del_VEB(<_VEB*> veb.bottom[i])
+ else:
+ free(<_BitSet*> veb.bottom[i])
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ i = VEB_findsucc(<_VEB*> veb.top, i)
+ else:
+ i = bitset_findsucc(<_BitSet*> veb.top, i)
+
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ del_VEB(<_VEB*> veb.top)
+ else:
+ free(<_BitSet*> veb.top)
+ free(veb.bottom)
+ free(veb)
+
+
+cdef int VEB_findsucc(_VEB* veb, int i):
+ cdef _VEB* subv
+ cdef _BitSet* subb
+ cdef int a, b, j, c, found
+
+ if veb.max_val == -1 or i>=veb.max_val:
+ return -1
+ if i < veb.min_val:
+ return veb.min_val
+
+ a = i >> veb.num_bottom_bits
+ b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ found = 0
+ if veb.bottom[a] != NULL:
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[a]
+ if subv.max_val > b:
+ j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b)
+ found = 1
+ else:
+ subb = <_BitSet*> veb.bottom[a]
+ if subb.max_val > b:
+ j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b)
+ found = 1
+ if found==0:
+ if veb.top_universe_size > MIN_BOTTOM_SIZE:
+ subv = <_VEB*> veb.top
+ c = VEB_findsucc(subv, a)
+ else:
+ subb = <_BitSet*> veb.top
+ c = bitset_findsucc(subb, a)
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[c]
+ j = (c << veb.num_bottom_bits) + subv.min_val
+ else:
+ subb = <_BitSet*> veb.bottom[c]
+ j = (c << veb.num_bottom_bits) + subb.min_val
+ return j
+
+
+cdef int VEB_contains(_VEB* veb, int i):
+ cdef _VEB* subv
+ cdef _BitSet* subb
+ cdef int a, b
+
+ if veb.size == 0 or i < veb.min_val or i > veb.max_val:
+ return 0
+
+ if veb.min_val == i:
+ return 1
+ else:
+ if veb.size == 1:
+ return 0
+
+ a = i >> veb.num_bottom_bits
+ b = i & LOWER_MASK[veb.num_bottom_bits-1]
+ if veb.bottom[a] == NULL:
+ return 0
+ else:
+ if veb.num_bottom_bits > MIN_BOTTOM_BITS:
+ subv = <_VEB*> veb.bottom[a]
+ return VEB_contains(subv, b)
+ else:
+ subb = <_BitSet*> veb.bottom[a]
+ return bitset_contains(subb, b)
+
+
+cdef class VEBIterator:
+ cdef _VEB* v
+ cdef int next_val
+
+ def __next__(self):
+ cdef int ret_val
+
+ if self.next_val == -1:
+ raise StopIteration()
+ ret_val = self.next_val
+ self.next_val = VEB_findsucc(self.v, ret_val)
+ return ret_val
+
+
+cdef class VEB:
+ cdef _VEB* veb
+ cdef int _findsucc(self, int i)
+ cdef int _insert(self, int i)
+ cdef int _first(self)
+
+ def __cinit__(self, int size):
+ self.veb = new_VEB(size)
+
+ def __dealloc__(self):
+ del_VEB(self.veb)
+
+ def __iter__(self):
+ cdef VEBIterator it
+ it = VEBIterator()
+ it.v = self.veb
+ it.next_val = self.veb.min_val
+ return it
+
+ def insert(self, i):
+ return VEB_insert(self.veb, i)
+
+ cdef int _insert(self, int i):
+ return VEB_insert(self.veb, i)
+
+ def findsucc(self, i):
+ return VEB_findsucc(self.veb, i)
+
+ cdef int _first(self):
+ return self.veb.min_val
+
+ cdef int _findsucc(self, int i):
+ return VEB_findsucc(self.veb, i)
+
+ def __len__(self):
+ return self.veb.size
+
+ def __contains__(self, i):
+ return VEB_contains(self.veb, i)
generated by cgit v1.2.3 (git 2.39.1) at 2024-11-22 07:39:27 +0000