ai-content-maker/.venv/Lib/site-packages/spacy/ml/parser_model.cpp

45863 lines
1.7 MiB

/* Generated by Cython 0.29.37 */
/* BEGIN: Cython Metadata
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"C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\arrayscalars.h",
"C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\ndarrayobject.h",
"C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\ndarraytypes.h",
"C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\ufuncobject.h",
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Py_XDECREF((PyObject*)co);
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#define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x03060000
#define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
#define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
#define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
*key = PyThread_create_key();
return 0;
}
static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
*key = Py_tss_NEEDS_INIT;
return key;
}
static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
PyObject_Free(key);
}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
return *key != Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
PyThread_delete_key(*key);
*key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
return PyThread_set_key_value(*key, value);
}
static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
return PyThread_get_key_value(*key);
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n) PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
#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
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStr(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
#else
#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name)
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
#define CYTHON_PEP393_ENABLED 1
#if PY_VERSION_HEX >= 0x030C0000
#define __Pyx_PyUnicode_READY(op) (0)
#else
#define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\
0 : _PyUnicode_Ready((PyObject *)(op)))
#endif
#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_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u)
#define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u)
#define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u)
#define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i)
#define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch)
#if PY_VERSION_HEX >= 0x030C0000
#define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u))
#else
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
#define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
#else
#define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
#endif
#endif
#else
#define CYTHON_PEP393_ENABLED 0
#define PyUnicode_1BYTE_KIND 1
#define PyUnicode_2BYTE_KIND 2
#define PyUnicode_4BYTE_KIND 4
#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_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
#define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE))
#define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u))
#define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
#define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
#define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u))
#endif
#if CYTHON_COMPILING_IN_PYPY
#define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b)
#define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b)
#else
#define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b)
#define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
#define PyUnicode_Contains(u, s) PySequence_Contains(u, s)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
#define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
#define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt)
#endif
#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b)
#else
#define __Pyx_PyString_Format(a, b) PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
#define PyObject_ASCII(o) PyObject_Repr(o)
#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
#ifndef PyObject_Unicode
#define PyObject_Unicode PyObject_Str
#endif
#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_Check(obj) || PyUnicode_Check(obj))
#define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#ifndef PySet_CheckExact
#define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type)
#endif
#if PY_VERSION_HEX >= 0x030900A4
#define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
#define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
#else
#define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
#define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
#endif
#if CYTHON_ASSUME_SAFE_MACROS
#define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq)
#else
#define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq)
#endif
#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
#define PyNumber_Int PyNumber_Long
#endif
#if PY_MAJOR_VERSION >= 3
#define PyBoolObject PyLongObject
#endif
#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
#ifndef PyUnicode_InternFromString
#define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
#endif
#endif
#if PY_VERSION_HEX < 0x030200A4
typedef long Py_hash_t;
#define __Pyx_PyInt_FromHash_t PyInt_FromLong
#define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsHash_t
#else
#define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
#define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsSsize_t
#endif
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
#else
#define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
#endif
#if CYTHON_USE_ASYNC_SLOTS
#if PY_VERSION_HEX >= 0x030500B1
#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
#else
#define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
#endif
#else
#define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef __Pyx_PyAsyncMethodsStruct
typedef struct {
unaryfunc am_await;
unaryfunc am_aiter;
unaryfunc am_anext;
} __Pyx_PyAsyncMethodsStruct;
#endif
#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
#if !defined(_USE_MATH_DEFINES)
#define _USE_MATH_DEFINES
#endif
#endif
#include <math.h>
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
float value;
memset(&value, 0xFF, sizeof(value));
return value;
}
#endif
#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif
#define __PYX_MARK_ERR_POS(f_index, lineno) \
{ __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
#define __PYX_ERR(f_index, lineno, Ln_error) \
{ __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
#ifndef __PYX_EXTERN_C
#ifdef __cplusplus
#define __PYX_EXTERN_C extern "C"
#else
#define __PYX_EXTERN_C extern
#endif
#endif
#define __PYX_HAVE__spacy__ml__parser_model
#define __PYX_HAVE_API__spacy__ml__parser_model
/* Early includes */
#include <string.h>
#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#include <memory>
#include <stdio.h>
#include <stdint.h>
#include <stdlib.h>
#include <utility>
#if __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600)
// move should be defined for these versions of MSVC, but __cplusplus isn't set usefully
#include <type_traits>
namespace cython_std {
template <typename T> typename std::remove_reference<T>::type&& move(T& t) noexcept { return std::move(t); }
template <typename T> typename std::remove_reference<T>::type&& move(T&& t) noexcept { return std::move(t); }
}
#endif
#include <set>
#include <unordered_map>
#include <vector>
#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"
/* NumPy API declarations from "numpy/__init__.pxd" */
#include <unordered_set>
#include <math.h>
#include "math.h"
#include "pythread.h"
#include "pystate.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */
#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
#define CYTHON_WITHOUT_ASSERTIONS
#endif
typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\
(sizeof(type) < sizeof(Py_ssize_t)) ||\
(sizeof(type) > sizeof(Py_ssize_t) &&\
likely(v < (type)PY_SSIZE_T_MAX ||\
v == (type)PY_SSIZE_T_MAX) &&\
(!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
v == (type)PY_SSIZE_T_MIN))) ||\
(sizeof(type) == sizeof(Py_ssize_t) &&\
(is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
v == (type)PY_SSIZE_T_MAX))) )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
return (size_t) i < (size_t) limit;
}
#if defined (__cplusplus) && __cplusplus >= 201103L
#include <cstdlib>
#define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
#define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
#define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER)
#define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
#define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
#define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
#define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const 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_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyObject_AsWritableString(s) ((char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s) ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
const Py_UNICODE *u_end = u;
while (*u_end++) ;
return (size_t)(u_end - u - 1);
}
#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_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
#define __Pyx_PySequence_Tuple(obj)\
(likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
#if CYTHON_ASSUME_SAFE_MACROS
#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
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(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(void) {
PyObject* sys;
PyObject* default_encoding = NULL;
PyObject* ascii_chars_u = NULL;
PyObject* ascii_chars_b = NULL;
const char* default_encoding_c;
sys = PyImport_ImportModule("sys");
if (!sys) goto bad;
default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
Py_DECREF(sys);
if (!default_encoding) goto bad;
default_encoding_c = PyBytes_AsString(default_encoding);
if (!default_encoding_c) goto bad;
if (strcmp(default_encoding_c, "ascii") == 0) {
__Pyx_sys_getdefaultencoding_not_ascii = 0;
} else {
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) goto bad;
ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(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 '%.200s' is not a superset of ascii.",
default_encoding_c);
goto bad;
}
Py_DECREF(ascii_chars_u);
Py_DECREF(ascii_chars_b);
}
Py_DECREF(default_encoding);
return 0;
bad:
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(void) {
PyObject* sys;
PyObject* default_encoding = NULL;
char* default_encoding_c;
sys = PyImport_ImportModule("sys");
if (!sys) goto bad;
default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
Py_DECREF(sys);
if (!default_encoding) goto bad;
default_encoding_c = PyBytes_AsString(default_encoding);
if (!default_encoding_c) goto bad;
__PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
Py_DECREF(default_encoding);
return 0;
bad:
Py_XDECREF(default_encoding);
return -1;
}
#endif
#endif
/* Test for GCC > 2.95 */
#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
#define likely(x) __builtin_expect(!!(x), 1)
#define unlikely(x) __builtin_expect(!!(x), 0)
#else /* !__GNUC__ or GCC < 2.95 */
#define likely(x) (x)
#define unlikely(x) (x)
#endif /* __GNUC__ */
static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
static PyObject *__pyx_m = NULL;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_cython_runtime = NULL;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static PyObject *__pyx_empty_unicode;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;
/* Header.proto */
#if !defined(CYTHON_CCOMPLEX)
#if defined(__cplusplus)
#define CYTHON_CCOMPLEX 1
#elif (defined(_Complex_I) && !defined(_MSC_VER))
#define CYTHON_CCOMPLEX 1
#else
#define CYTHON_CCOMPLEX 0
#endif
#endif
#if CYTHON_CCOMPLEX
#ifdef __cplusplus
#include <complex>
#else
#include <complex.h>
#endif
#endif
#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
#undef _Complex_I
#define _Complex_I 1.0fj
#endif
static const char *__pyx_f[] = {
"spacy\\ml\\parser_model.pyx",
"stringsource",
"__init__.pxd",
"spacy\\lexeme.pxd",
"spacy\\pipeline\\_parser_internals\\_state.pxd",
"spacy\\pipeline\\_parser_internals\\stateclass.pxd",
"cblas.pxd",
"type.pxd",
"cymem.pxd",
"maps.pxd",
"spacy\\strings.pxd",
"spacy\\morphology.pxd",
"spacy\\vocab.pxd",
"linalg.pxd",
"spacy\\tokens\\doc.pxd",
};
/* MemviewSliceStruct.proto */
struct __pyx_memoryview_obj;
typedef struct {
struct __pyx_memoryview_obj *memview;
char *data;
Py_ssize_t shape[8];
Py_ssize_t strides[8];
Py_ssize_t suboffsets[8];
} __Pyx_memviewslice;
#define __Pyx_MemoryView_Len(m) (m.shape[0])
/* Atomics.proto */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
#define CYTHON_ATOMICS 1
#endif
#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __pyx_atomic_int_type int
#if CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\
(__GNUC_MINOR__ > 1 ||\
(__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2))))
#define __pyx_atomic_incr_aligned(value) __sync_fetch_and_add(value, 1)
#define __pyx_atomic_decr_aligned(value) __sync_fetch_and_sub(value, 1)
#ifdef __PYX_DEBUG_ATOMICS
#warning "Using GNU atomics"
#endif
#elif CYTHON_ATOMICS && defined(_MSC_VER) && CYTHON_COMPILING_IN_NOGIL
#include <intrin.h>
#undef __pyx_atomic_int_type
#define __pyx_atomic_int_type long
#pragma intrinsic (_InterlockedExchangeAdd)
#define __pyx_atomic_incr_aligned(value) _InterlockedExchangeAdd(value, 1)
#define __pyx_atomic_decr_aligned(value) _InterlockedExchangeAdd(value, -1)
#ifdef __PYX_DEBUG_ATOMICS
#pragma message ("Using MSVC atomics")
#endif
#else
#undef CYTHON_ATOMICS
#define CYTHON_ATOMICS 0
#ifdef __PYX_DEBUG_ATOMICS
#warning "Not using atomics"
#endif
#endif
typedef volatile __pyx_atomic_int_type __pyx_atomic_int;
#if CYTHON_ATOMICS
#define __pyx_add_acquisition_count(memview)\
__pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview))
#define __pyx_sub_acquisition_count(memview)\
__pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview))
#else
#define __pyx_add_acquisition_count(memview)\
__pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#define __pyx_sub_acquisition_count(memview)\
__pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#endif
/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
#define __PYX_FORCE_INIT_THREADS 0
#endif
/* NoFastGil.proto */
#define __Pyx_PyGILState_Ensure PyGILState_Ensure
#define __Pyx_PyGILState_Release PyGILState_Release
#define __Pyx_FastGIL_Remember()
#define __Pyx_FastGIL_Forget()
#define __Pyx_FastGilFuncInit()
/* BufferFormatStructs.proto */
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
const char* name;
struct __Pyx_StructField_* fields;
size_t size;
size_t arraysize[8];
int ndim;
char typegroup;
char is_unsigned;
int flags;
} __Pyx_TypeInfo;
typedef struct __Pyx_StructField_ {
__Pyx_TypeInfo* type;
const char* name;
size_t offset;
} __Pyx_StructField;
typedef struct {
__Pyx_StructField* field;
size_t parent_offset;
} __Pyx_BufFmt_StackElem;
typedef struct {
__Pyx_StructField root;
__Pyx_BufFmt_StackElem* head;
size_t fmt_offset;
size_t new_count, enc_count;
size_t struct_alignment;
int is_complex;
char enc_type;
char new_packmode;
char enc_packmode;
char is_valid_array;
} __Pyx_BufFmt_Context;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":688
* # in Cython to enable them only on the right systems.
*
* ctypedef npy_int8 int8_t # <<<<<<<<<<<<<<
* ctypedef npy_int16 int16_t
* ctypedef npy_int32 int32_t
*/
typedef npy_int8 __pyx_t_5numpy_int8_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":689
*
* ctypedef npy_int8 int8_t
* ctypedef npy_int16 int16_t # <<<<<<<<<<<<<<
* ctypedef npy_int32 int32_t
* ctypedef npy_int64 int64_t
*/
typedef npy_int16 __pyx_t_5numpy_int16_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":690
* ctypedef npy_int8 int8_t
* ctypedef npy_int16 int16_t
* ctypedef npy_int32 int32_t # <<<<<<<<<<<<<<
* ctypedef npy_int64 int64_t
* #ctypedef npy_int96 int96_t
*/
typedef npy_int32 __pyx_t_5numpy_int32_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":691
* ctypedef npy_int16 int16_t
* ctypedef npy_int32 int32_t
* ctypedef npy_int64 int64_t # <<<<<<<<<<<<<<
* #ctypedef npy_int96 int96_t
* #ctypedef npy_int128 int128_t
*/
typedef npy_int64 __pyx_t_5numpy_int64_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":695
* #ctypedef npy_int128 int128_t
*
* ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<<
* ctypedef npy_uint16 uint16_t
* ctypedef npy_uint32 uint32_t
*/
typedef npy_uint8 __pyx_t_5numpy_uint8_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":696
*
* ctypedef npy_uint8 uint8_t
* ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<<
* ctypedef npy_uint32 uint32_t
* ctypedef npy_uint64 uint64_t
*/
typedef npy_uint16 __pyx_t_5numpy_uint16_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":697
* ctypedef npy_uint8 uint8_t
* ctypedef npy_uint16 uint16_t
* ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<<
* ctypedef npy_uint64 uint64_t
* #ctypedef npy_uint96 uint96_t
*/
typedef npy_uint32 __pyx_t_5numpy_uint32_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":698
* ctypedef npy_uint16 uint16_t
* ctypedef npy_uint32 uint32_t
* ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<<
* #ctypedef npy_uint96 uint96_t
* #ctypedef npy_uint128 uint128_t
*/
typedef npy_uint64 __pyx_t_5numpy_uint64_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":702
* #ctypedef npy_uint128 uint128_t
*
* ctypedef npy_float32 float32_t # <<<<<<<<<<<<<<
* ctypedef npy_float64 float64_t
* #ctypedef npy_float80 float80_t
*/
typedef npy_float32 __pyx_t_5numpy_float32_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":703
*
* ctypedef npy_float32 float32_t
* ctypedef npy_float64 float64_t # <<<<<<<<<<<<<<
* #ctypedef npy_float80 float80_t
* #ctypedef npy_float128 float128_t
*/
typedef npy_float64 __pyx_t_5numpy_float64_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":712
* # The int types are mapped a bit surprising --
* # numpy.int corresponds to 'l' and numpy.long to 'q'
* ctypedef npy_long int_t # <<<<<<<<<<<<<<
* ctypedef npy_longlong longlong_t
*
*/
typedef npy_long __pyx_t_5numpy_int_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":713
* # numpy.int corresponds to 'l' and numpy.long to 'q'
* ctypedef npy_long int_t
* ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<<
*
* ctypedef npy_ulong uint_t
*/
typedef npy_longlong __pyx_t_5numpy_longlong_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":715
* ctypedef npy_longlong longlong_t
*
* ctypedef npy_ulong uint_t # <<<<<<<<<<<<<<
* ctypedef npy_ulonglong ulonglong_t
*
*/
typedef npy_ulong __pyx_t_5numpy_uint_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":716
*
* ctypedef npy_ulong uint_t
* ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<<
*
* ctypedef npy_intp intp_t
*/
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":718
* ctypedef npy_ulonglong ulonglong_t
*
* ctypedef npy_intp intp_t # <<<<<<<<<<<<<<
* ctypedef npy_uintp uintp_t
*
*/
typedef npy_intp __pyx_t_5numpy_intp_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":719
*
* ctypedef npy_intp intp_t
* ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<<
*
* ctypedef npy_double float_t
*/
typedef npy_uintp __pyx_t_5numpy_uintp_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":721
* ctypedef npy_uintp uintp_t
*
* ctypedef npy_double float_t # <<<<<<<<<<<<<<
* ctypedef npy_double double_t
* ctypedef npy_longdouble longdouble_t
*/
typedef npy_double __pyx_t_5numpy_float_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":722
*
* ctypedef npy_double float_t
* ctypedef npy_double double_t # <<<<<<<<<<<<<<
* ctypedef npy_longdouble longdouble_t
*
*/
typedef npy_double __pyx_t_5numpy_double_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":723
* ctypedef npy_double float_t
* ctypedef npy_double double_t
* ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<<
*
* ctypedef npy_cfloat cfloat_t
*/
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
/* "preshed/maps.pxd":5
*
*
* ctypedef uint64_t key_t # <<<<<<<<<<<<<<
*
*
*/
typedef uint64_t __pyx_t_7preshed_4maps_key_t;
/* "typedefs.pxd":3
* from libc.stdint cimport int32_t, uint8_t, uint16_t, uint32_t, uint64_t, uintptr_t
*
* ctypedef float weight_t # <<<<<<<<<<<<<<
* ctypedef uint64_t hash_t
* ctypedef uint64_t class_t
*/
typedef float __pyx_t_5spacy_8typedefs_weight_t;
/* "typedefs.pxd":4
*
* ctypedef float weight_t
* ctypedef uint64_t hash_t # <<<<<<<<<<<<<<
* ctypedef uint64_t class_t
* ctypedef uint64_t attr_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t;
/* "typedefs.pxd":5
* ctypedef float weight_t
* ctypedef uint64_t hash_t
* ctypedef uint64_t class_t # <<<<<<<<<<<<<<
* ctypedef uint64_t attr_t
* ctypedef uint64_t flags_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_class_t;
/* "typedefs.pxd":6
* ctypedef uint64_t hash_t
* ctypedef uint64_t class_t
* ctypedef uint64_t attr_t # <<<<<<<<<<<<<<
* ctypedef uint64_t flags_t
* ctypedef uint16_t len_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_attr_t;
/* "typedefs.pxd":7
* ctypedef uint64_t class_t
* ctypedef uint64_t attr_t
* ctypedef uint64_t flags_t # <<<<<<<<<<<<<<
* ctypedef uint16_t len_t
* ctypedef uint16_t tag_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t;
/* "typedefs.pxd":8
* ctypedef uint64_t attr_t
* ctypedef uint64_t flags_t
* ctypedef uint16_t len_t # <<<<<<<<<<<<<<
* ctypedef uint16_t tag_t
*/
typedef uint16_t __pyx_t_5spacy_8typedefs_len_t;
/* "typedefs.pxd":9
* ctypedef uint64_t flags_t
* ctypedef uint16_t len_t
* ctypedef uint16_t tag_t # <<<<<<<<<<<<<<
*/
typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t;
/* "thinc/backends/linalg.pxd":9
* from libc.string cimport memcpy, memset
*
* ctypedef float weight_t # <<<<<<<<<<<<<<
*
* DEF USE_BLAS = False
*/
typedef float __pyx_t_5thinc_8backends_6linalg_weight_t;
/* Declarations.proto */
#if CYTHON_CCOMPLEX
#ifdef __cplusplus
typedef ::std::complex< float > __pyx_t_float_complex;
#else
typedef float _Complex __pyx_t_float_complex;
#endif
#else
typedef struct { float real, imag; } __pyx_t_float_complex;
#endif
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);
/* Declarations.proto */
#if CYTHON_CCOMPLEX
#ifdef __cplusplus
typedef ::std::complex< double > __pyx_t_double_complex;
#else
typedef double _Complex __pyx_t_double_complex;
#endif
#else
typedef struct { double real, imag; } __pyx_t_double_complex;
#endif
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);
/*--- Type declarations ---*/
struct __pyx_obj_5thinc_8backends_5cblas_CBlas;
struct __pyx_obj_5cymem_5cymem_PyMalloc;
struct __pyx_obj_5cymem_5cymem_PyFree;
struct __pyx_obj_5cymem_5cymem_Pool;
struct __pyx_obj_5cymem_5cymem_Address;
struct __pyx_obj_7preshed_4maps_PreshMap;
struct __pyx_obj_7preshed_4maps_PreshMapArray;
struct __pyx_obj_5spacy_7strings_StringStore;
struct __pyx_obj_5spacy_10morphology_Morphology;
struct __pyx_obj_5spacy_5vocab_Vocab;
struct __pyx_obj_5spacy_6lexeme_Lexeme;
struct __pyx_obj_5thinc_8backends_6linalg_Matrix;
struct __pyx_obj_5thinc_8backends_6linalg_Vec;
struct __pyx_obj_5thinc_8backends_6linalg_VecVec;
struct __pyx_obj_5thinc_8backends_6linalg_Mat;
struct __pyx_obj_5spacy_6tokens_3doc_Doc;
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass;
struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens;
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct__step_forward;
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_1_begin_update;
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_2__maxout_nonlinearity;
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;
/* "thinc/backends/cblas.pxd":3
* from libcpp.memory cimport shared_ptr
*
* ctypedef void (*sgemm_ptr)(bint transA, bint transB, int M, int N, int K, # <<<<<<<<<<<<<<
* float alpha, const float* A, int lda, const float *B,
* int ldb, float beta, float* C, int ldc) nogil
*/
typedef void (*__pyx_t_5thinc_8backends_5cblas_sgemm_ptr)(int, int, int, int, int, float, float const *, int, float const *, int, float, float *, int);
/* "thinc/backends/cblas.pxd":8
*
*
* ctypedef void (*saxpy_ptr)(int N, float alpha, const float* X, int incX, # <<<<<<<<<<<<<<
* float *Y, int incY) nogil
*
*/
typedef void (*__pyx_t_5thinc_8backends_5cblas_saxpy_ptr)(int, float, float const *, int, float *, int);
/* "thinc/backends/cblas.pxd":12
*
*
* ctypedef void (*daxpy_ptr)(int N, double alpha, const double* X, int incX, # <<<<<<<<<<<<<<
* double *Y, int incY) nogil
*
*/
typedef void (*__pyx_t_5thinc_8backends_5cblas_daxpy_ptr)(int, double, double const *, int, double *, int);
/* "symbols.pxd":1
* cdef enum symbol_t: # <<<<<<<<<<<<<<
* NIL
* IS_ALPHA
*/
enum __pyx_t_5spacy_7symbols_symbol_t {
__pyx_e_5spacy_7symbols_NIL,
__pyx_e_5spacy_7symbols_IS_ALPHA,
__pyx_e_5spacy_7symbols_IS_ASCII,
__pyx_e_5spacy_7symbols_IS_DIGIT,
__pyx_e_5spacy_7symbols_IS_LOWER,
__pyx_e_5spacy_7symbols_IS_PUNCT,
__pyx_e_5spacy_7symbols_IS_SPACE,
__pyx_e_5spacy_7symbols_IS_TITLE,
__pyx_e_5spacy_7symbols_IS_UPPER,
__pyx_e_5spacy_7symbols_LIKE_URL,
__pyx_e_5spacy_7symbols_LIKE_NUM,
__pyx_e_5spacy_7symbols_LIKE_EMAIL,
__pyx_e_5spacy_7symbols_IS_STOP,
__pyx_e_5spacy_7symbols_IS_OOV_DEPRECATED,
__pyx_e_5spacy_7symbols_IS_BRACKET,
__pyx_e_5spacy_7symbols_IS_QUOTE,
__pyx_e_5spacy_7symbols_IS_LEFT_PUNCT,
__pyx_e_5spacy_7symbols_IS_RIGHT_PUNCT,
__pyx_e_5spacy_7symbols_IS_CURRENCY,
__pyx_e_5spacy_7symbols_FLAG19 = 19,
__pyx_e_5spacy_7symbols_FLAG20,
__pyx_e_5spacy_7symbols_FLAG21,
__pyx_e_5spacy_7symbols_FLAG22,
__pyx_e_5spacy_7symbols_FLAG23,
__pyx_e_5spacy_7symbols_FLAG24,
__pyx_e_5spacy_7symbols_FLAG25,
__pyx_e_5spacy_7symbols_FLAG26,
__pyx_e_5spacy_7symbols_FLAG27,
__pyx_e_5spacy_7symbols_FLAG28,
__pyx_e_5spacy_7symbols_FLAG29,
__pyx_e_5spacy_7symbols_FLAG30,
__pyx_e_5spacy_7symbols_FLAG31,
__pyx_e_5spacy_7symbols_FLAG32,
__pyx_e_5spacy_7symbols_FLAG33,
__pyx_e_5spacy_7symbols_FLAG34,
__pyx_e_5spacy_7symbols_FLAG35,
__pyx_e_5spacy_7symbols_FLAG36,
__pyx_e_5spacy_7symbols_FLAG37,
__pyx_e_5spacy_7symbols_FLAG38,
__pyx_e_5spacy_7symbols_FLAG39,
__pyx_e_5spacy_7symbols_FLAG40,
__pyx_e_5spacy_7symbols_FLAG41,
__pyx_e_5spacy_7symbols_FLAG42,
__pyx_e_5spacy_7symbols_FLAG43,
__pyx_e_5spacy_7symbols_FLAG44,
__pyx_e_5spacy_7symbols_FLAG45,
__pyx_e_5spacy_7symbols_FLAG46,
__pyx_e_5spacy_7symbols_FLAG47,
__pyx_e_5spacy_7symbols_FLAG48,
__pyx_e_5spacy_7symbols_FLAG49,
__pyx_e_5spacy_7symbols_FLAG50,
__pyx_e_5spacy_7symbols_FLAG51,
__pyx_e_5spacy_7symbols_FLAG52,
__pyx_e_5spacy_7symbols_FLAG53,
__pyx_e_5spacy_7symbols_FLAG54,
__pyx_e_5spacy_7symbols_FLAG55,
__pyx_e_5spacy_7symbols_FLAG56,
__pyx_e_5spacy_7symbols_FLAG57,
__pyx_e_5spacy_7symbols_FLAG58,
__pyx_e_5spacy_7symbols_FLAG59,
__pyx_e_5spacy_7symbols_FLAG60,
__pyx_e_5spacy_7symbols_FLAG61,
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__pyx_e_5spacy_7symbols_root,
__pyx_e_5spacy_7symbols_xcomp,
__pyx_e_5spacy_7symbols_acl,
__pyx_e_5spacy_7symbols_ENT_KB_ID,
__pyx_e_5spacy_7symbols_MORPH,
__pyx_e_5spacy_7symbols_ENT_ID,
__pyx_e_5spacy_7symbols_IDX,
__pyx_e_5spacy_7symbols__
};
/* "attrs.pxd":5
*
*
* cdef enum attr_id_t: # <<<<<<<<<<<<<<
* NULL_ATTR
* IS_ALPHA
*/
enum __pyx_t_5spacy_5attrs_attr_id_t {
/* "attrs.pxd":96
* ENT_KB_ID = symbols.ENT_KB_ID
* MORPH
* ENT_ID = symbols.ENT_ID # <<<<<<<<<<<<<<
*
* IDX
*/
__pyx_e_5spacy_5attrs_NULL_ATTR,
__pyx_e_5spacy_5attrs_IS_ALPHA,
__pyx_e_5spacy_5attrs_IS_ASCII,
__pyx_e_5spacy_5attrs_IS_DIGIT,
__pyx_e_5spacy_5attrs_IS_LOWER,
__pyx_e_5spacy_5attrs_IS_PUNCT,
__pyx_e_5spacy_5attrs_IS_SPACE,
__pyx_e_5spacy_5attrs_IS_TITLE,
__pyx_e_5spacy_5attrs_IS_UPPER,
__pyx_e_5spacy_5attrs_LIKE_URL,
__pyx_e_5spacy_5attrs_LIKE_NUM,
__pyx_e_5spacy_5attrs_LIKE_EMAIL,
__pyx_e_5spacy_5attrs_IS_STOP,
__pyx_e_5spacy_5attrs_IS_OOV_DEPRECATED,
__pyx_e_5spacy_5attrs_IS_BRACKET,
__pyx_e_5spacy_5attrs_IS_QUOTE,
__pyx_e_5spacy_5attrs_IS_LEFT_PUNCT,
__pyx_e_5spacy_5attrs_IS_RIGHT_PUNCT,
__pyx_e_5spacy_5attrs_IS_CURRENCY,
__pyx_e_5spacy_5attrs_FLAG19 = 19,
__pyx_e_5spacy_5attrs_FLAG20,
__pyx_e_5spacy_5attrs_FLAG21,
__pyx_e_5spacy_5attrs_FLAG22,
__pyx_e_5spacy_5attrs_FLAG23,
__pyx_e_5spacy_5attrs_FLAG24,
__pyx_e_5spacy_5attrs_FLAG25,
__pyx_e_5spacy_5attrs_FLAG26,
__pyx_e_5spacy_5attrs_FLAG27,
__pyx_e_5spacy_5attrs_FLAG28,
__pyx_e_5spacy_5attrs_FLAG29,
__pyx_e_5spacy_5attrs_FLAG30,
__pyx_e_5spacy_5attrs_FLAG31,
__pyx_e_5spacy_5attrs_FLAG32,
__pyx_e_5spacy_5attrs_FLAG33,
__pyx_e_5spacy_5attrs_FLAG34,
__pyx_e_5spacy_5attrs_FLAG35,
__pyx_e_5spacy_5attrs_FLAG36,
__pyx_e_5spacy_5attrs_FLAG37,
__pyx_e_5spacy_5attrs_FLAG38,
__pyx_e_5spacy_5attrs_FLAG39,
__pyx_e_5spacy_5attrs_FLAG40,
__pyx_e_5spacy_5attrs_FLAG41,
__pyx_e_5spacy_5attrs_FLAG42,
__pyx_e_5spacy_5attrs_FLAG43,
__pyx_e_5spacy_5attrs_FLAG44,
__pyx_e_5spacy_5attrs_FLAG45,
__pyx_e_5spacy_5attrs_FLAG46,
__pyx_e_5spacy_5attrs_FLAG47,
__pyx_e_5spacy_5attrs_FLAG48,
__pyx_e_5spacy_5attrs_FLAG49,
__pyx_e_5spacy_5attrs_FLAG50,
__pyx_e_5spacy_5attrs_FLAG51,
__pyx_e_5spacy_5attrs_FLAG52,
__pyx_e_5spacy_5attrs_FLAG53,
__pyx_e_5spacy_5attrs_FLAG54,
__pyx_e_5spacy_5attrs_FLAG55,
__pyx_e_5spacy_5attrs_FLAG56,
__pyx_e_5spacy_5attrs_FLAG57,
__pyx_e_5spacy_5attrs_FLAG58,
__pyx_e_5spacy_5attrs_FLAG59,
__pyx_e_5spacy_5attrs_FLAG60,
__pyx_e_5spacy_5attrs_FLAG61,
__pyx_e_5spacy_5attrs_FLAG62,
__pyx_e_5spacy_5attrs_FLAG63,
__pyx_e_5spacy_5attrs_ID,
__pyx_e_5spacy_5attrs_ORTH,
__pyx_e_5spacy_5attrs_LOWER,
__pyx_e_5spacy_5attrs_NORM,
__pyx_e_5spacy_5attrs_SHAPE,
__pyx_e_5spacy_5attrs_PREFIX,
__pyx_e_5spacy_5attrs_SUFFIX,
__pyx_e_5spacy_5attrs_LENGTH,
__pyx_e_5spacy_5attrs_CLUSTER,
__pyx_e_5spacy_5attrs_LEMMA,
__pyx_e_5spacy_5attrs_POS,
__pyx_e_5spacy_5attrs_TAG,
__pyx_e_5spacy_5attrs_DEP,
__pyx_e_5spacy_5attrs_ENT_IOB,
__pyx_e_5spacy_5attrs_ENT_TYPE,
__pyx_e_5spacy_5attrs_HEAD,
__pyx_e_5spacy_5attrs_SENT_START,
__pyx_e_5spacy_5attrs_SPACY,
__pyx_e_5spacy_5attrs_PROB,
__pyx_e_5spacy_5attrs_LANG,
__pyx_e_5spacy_5attrs_ENT_KB_ID = __pyx_e_5spacy_7symbols_ENT_KB_ID,
__pyx_e_5spacy_5attrs_MORPH,
__pyx_e_5spacy_5attrs_ENT_ID = __pyx_e_5spacy_7symbols_ENT_ID,
__pyx_e_5spacy_5attrs_IDX,
__pyx_e_5spacy_5attrs_SENT_END
};
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":725
* ctypedef npy_longdouble longdouble_t
*
* ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<<
* ctypedef npy_cdouble cdouble_t
* ctypedef npy_clongdouble clongdouble_t
*/
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":726
*
* ctypedef npy_cfloat cfloat_t
* ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<<
* ctypedef npy_clongdouble clongdouble_t
*
*/
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":727
* ctypedef npy_cfloat cfloat_t
* ctypedef npy_cdouble cdouble_t
* ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<<
*
* ctypedef npy_cdouble complex_t
*/
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;
/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":729
* ctypedef npy_clongdouble clongdouble_t
*
* ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<<
*
* cdef inline object PyArray_MultiIterNew1(a):
*/
typedef npy_cdouble __pyx_t_5numpy_complex_t;
/* "cymem/cymem.pxd":1
* ctypedef void* (*malloc_t)(size_t n) # <<<<<<<<<<<<<<
* ctypedef void (*free_t)(void *p)
*
*/
typedef void *(*__pyx_t_5cymem_5cymem_malloc_t)(size_t);
/* "cymem/cymem.pxd":2
* ctypedef void* (*malloc_t)(size_t n)
* ctypedef void (*free_t)(void *p) # <<<<<<<<<<<<<<
*
* cdef class PyMalloc:
*/
typedef void (*__pyx_t_5cymem_5cymem_free_t)(void *);
struct __pyx_t_7preshed_4maps_Cell;
struct __pyx_t_7preshed_4maps_Result;
struct __pyx_t_7preshed_4maps_MapStruct;
/* "preshed/maps.pxd":8
*
*
* cdef struct Cell: # <<<<<<<<<<<<<<
* key_t key
* void* value
*/
struct __pyx_t_7preshed_4maps_Cell {
__pyx_t_7preshed_4maps_key_t key;
void *value;
};
/* "preshed/maps.pxd":13
*
*
* cdef struct Result: # <<<<<<<<<<<<<<
* int found
* void* value
*/
struct __pyx_t_7preshed_4maps_Result {
int found;
void *value;
};
/* "preshed/maps.pxd":18
*
*
* cdef struct MapStruct: # <<<<<<<<<<<<<<
* Cell* cells
* void* value_for_empty_key
*/
struct __pyx_t_7preshed_4maps_MapStruct {
struct __pyx_t_7preshed_4maps_Cell *cells;
void *value_for_empty_key;
void *value_for_del_key;
__pyx_t_7preshed_4maps_key_t length;
__pyx_t_7preshed_4maps_key_t filled;
int is_empty_key_set;
int is_del_key_set;
};
union __pyx_t_5spacy_7strings_Utf8Str;
typedef union __pyx_t_5spacy_7strings_Utf8Str __pyx_t_5spacy_7strings_Utf8Str;
/* "strings.pxd":17
*
*
* ctypedef union Utf8Str: # <<<<<<<<<<<<<<
* unsigned char[8] s
* unsigned char* p
*/
union __pyx_t_5spacy_7strings_Utf8Str {
unsigned char s[8];
unsigned char *p;
};
/* "parts_of_speech.pxd":4
*
*
* cpdef enum univ_pos_t: # <<<<<<<<<<<<<<
* NO_TAG = 0
* ADJ = symbols.ADJ
*/
enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t {
/* "parts_of_speech.pxd":6
* cpdef enum univ_pos_t:
* NO_TAG = 0
* ADJ = symbols.ADJ # <<<<<<<<<<<<<<
* ADP
* ADV
*/
__pyx_e_5spacy_15parts_of_speech_NO_TAG = 0,
__pyx_e_5spacy_15parts_of_speech_ADJ = __pyx_e_5spacy_7symbols_ADJ,
__pyx_e_5spacy_15parts_of_speech_ADP,
__pyx_e_5spacy_15parts_of_speech_ADV,
__pyx_e_5spacy_15parts_of_speech_AUX,
__pyx_e_5spacy_15parts_of_speech_CONJ,
__pyx_e_5spacy_15parts_of_speech_CCONJ,
__pyx_e_5spacy_15parts_of_speech_DET,
__pyx_e_5spacy_15parts_of_speech_INTJ,
__pyx_e_5spacy_15parts_of_speech_NOUN,
__pyx_e_5spacy_15parts_of_speech_NUM,
__pyx_e_5spacy_15parts_of_speech_PART,
__pyx_e_5spacy_15parts_of_speech_PRON,
__pyx_e_5spacy_15parts_of_speech_PROPN,
__pyx_e_5spacy_15parts_of_speech_PUNCT,
__pyx_e_5spacy_15parts_of_speech_SCONJ,
__pyx_e_5spacy_15parts_of_speech_SYM,
__pyx_e_5spacy_15parts_of_speech_VERB,
__pyx_e_5spacy_15parts_of_speech_X,
__pyx_e_5spacy_15parts_of_speech_EOL,
__pyx_e_5spacy_15parts_of_speech_SPACE
};
struct __pyx_t_5spacy_7structs_LexemeC;
struct __pyx_t_5spacy_7structs_SpanC;
struct __pyx_t_5spacy_7structs_TokenC;
struct __pyx_t_5spacy_7structs_MorphAnalysisC;
struct __pyx_t_5spacy_7structs_KBEntryC;
struct __pyx_t_5spacy_7structs_AliasC;
struct __pyx_t_5spacy_7structs_EdgeC;
struct __pyx_t_5spacy_7structs_GraphC;
/* "structs.pxd":10
*
*
* cdef struct LexemeC: # <<<<<<<<<<<<<<
* flags_t flags
*
*/
struct __pyx_t_5spacy_7structs_LexemeC {
__pyx_t_5spacy_8typedefs_flags_t flags;
__pyx_t_5spacy_8typedefs_attr_t lang;
__pyx_t_5spacy_8typedefs_attr_t id;
__pyx_t_5spacy_8typedefs_attr_t length;
__pyx_t_5spacy_8typedefs_attr_t orth;
__pyx_t_5spacy_8typedefs_attr_t lower;
__pyx_t_5spacy_8typedefs_attr_t norm;
__pyx_t_5spacy_8typedefs_attr_t shape;
__pyx_t_5spacy_8typedefs_attr_t prefix;
__pyx_t_5spacy_8typedefs_attr_t suffix;
};
/* "structs.pxd":26
*
*
* cdef struct SpanC: # <<<<<<<<<<<<<<
* hash_t id
* int start
*/
struct __pyx_t_5spacy_7structs_SpanC {
__pyx_t_5spacy_8typedefs_hash_t id;
int start;
int end;
int start_char;
int end_char;
__pyx_t_5spacy_8typedefs_attr_t label;
__pyx_t_5spacy_8typedefs_attr_t kb_id;
};
/* "structs.pxd":36
*
*
* cdef struct TokenC: # <<<<<<<<<<<<<<
* const LexemeC* lex
* uint64_t morph
*/
struct __pyx_t_5spacy_7structs_TokenC {
struct __pyx_t_5spacy_7structs_LexemeC const *lex;
uint64_t morph;
enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t pos;
int spacy;
__pyx_t_5spacy_8typedefs_attr_t tag;
int idx;
__pyx_t_5spacy_8typedefs_attr_t lemma;
__pyx_t_5spacy_8typedefs_attr_t norm;
int head;
__pyx_t_5spacy_8typedefs_attr_t dep;
uint32_t l_kids;
uint32_t r_kids;
uint32_t l_edge;
uint32_t r_edge;
int sent_start;
int ent_iob;
__pyx_t_5spacy_8typedefs_attr_t ent_type;
__pyx_t_5spacy_8typedefs_attr_t ent_kb_id;
__pyx_t_5spacy_8typedefs_hash_t ent_id;
};
/* "structs.pxd":60
*
*
* cdef struct MorphAnalysisC: # <<<<<<<<<<<<<<
* hash_t key
* int length
*/
struct __pyx_t_5spacy_7structs_MorphAnalysisC {
__pyx_t_5spacy_8typedefs_hash_t key;
int length;
__pyx_t_5spacy_8typedefs_attr_t *fields;
__pyx_t_5spacy_8typedefs_attr_t *features;
};
/* "structs.pxd":69
*
* # Internal struct, for storage and disambiguation of entities.
* cdef struct KBEntryC: # <<<<<<<<<<<<<<
*
* # The hash of this entry's unique ID/name in the kB
*/
struct __pyx_t_5spacy_7structs_KBEntryC {
__pyx_t_5spacy_8typedefs_hash_t entity_hash;
int32_t vector_index;
int32_t feats_row;
float freq;
};
/* "structs.pxd":88
* # Each alias struct stores a list of Entry pointers with their prior probabilities
* # for this specific mention/alias.
* cdef struct AliasC: # <<<<<<<<<<<<<<
*
* # All entry candidates for this alias
*/
struct __pyx_t_5spacy_7structs_AliasC {
std::vector<int64_t> entry_indices;
std::vector<float> probs;
};
/* "structs.pxd":97
*
*
* cdef struct EdgeC: # <<<<<<<<<<<<<<
* hash_t label
* int32_t head
*/
struct __pyx_t_5spacy_7structs_EdgeC {
__pyx_t_5spacy_8typedefs_hash_t label;
int32_t head;
int32_t tail;
};
/* "structs.pxd":103
*
*
* cdef struct GraphC: # <<<<<<<<<<<<<<
* vector[vector[int32_t]] nodes
* vector[EdgeC] edges
*/
struct __pyx_t_5spacy_7structs_GraphC {
std::vector<std::vector<int32_t> > nodes;
std::vector<struct __pyx_t_5spacy_7structs_EdgeC> edges;
std::vector<float> weights;
std::vector<int> n_heads;
std::vector<int> n_tails;
std::vector<int> first_head;
std::vector<int> first_tail;
std::unordered_set<int> *roots;
std::unordered_map<__pyx_t_5spacy_8typedefs_hash_t,int> *node_map;
std::unordered_map<__pyx_t_5spacy_8typedefs_hash_t,int> *edge_map;
};
union __pyx_t_5spacy_5vocab_LexemesOrTokens;
struct __pyx_t_5spacy_5vocab__Cached;
/* "vocab.pxd":15
*
*
* cdef union LexemesOrTokens: # <<<<<<<<<<<<<<
* const LexemeC* const* lexemes
* const TokenC* tokens
*/
union __pyx_t_5spacy_5vocab_LexemesOrTokens {
struct __pyx_t_5spacy_7structs_LexemeC const *const *lexemes;
struct __pyx_t_5spacy_7structs_TokenC const *tokens;
};
/* "vocab.pxd":20
*
*
* cdef struct _Cached: # <<<<<<<<<<<<<<
* LexemesOrTokens data
* bint is_lex
*/
struct __pyx_t_5spacy_5vocab__Cached {
union __pyx_t_5spacy_5vocab_LexemesOrTokens data;
int is_lex;
int length;
};
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC;
/* "pipeline/_parser_internals/_state.pxd":23
* return Lexeme.c_check_flag(token.lex, IS_SPACE)
*
* cdef struct ArcC: # <<<<<<<<<<<<<<
* int head
* int child
*/
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC {
int head;
int child;
__pyx_t_5spacy_8typedefs_attr_t label;
};
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC {
/* "pipeline/_parser_internals/_state.pxd":29
*
*
* cdef cppclass StateC: # <<<<<<<<<<<<<<
* int* _heads
* const TokenC* _sent
*/
int *_heads;
struct __pyx_t_5spacy_7structs_TokenC const *_sent;
std::vector<int> _stack;
std::vector<int> _rebuffer;
std::vector<struct __pyx_t_5spacy_7structs_SpanC> _ents;
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > _left_arcs;
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > _right_arcs;
std::vector<bool> _unshiftable;
std::set<int> _sent_starts;
struct __pyx_t_5spacy_7structs_TokenC _empty_token;
int length;
int offset;
int _b_i;
void __pyx_f___init__StateC(struct __pyx_t_5spacy_7structs_TokenC const *, int);
void __pyx_f___dealloc__StateC(void);
virtual void set_context_tokens(int *, int);
virtual int S(int) const;
virtual int B(int) const;
virtual struct __pyx_t_5spacy_7structs_TokenC const *B_(int) const;
virtual struct __pyx_t_5spacy_7structs_TokenC const *E_(int) const;
virtual struct __pyx_t_5spacy_7structs_TokenC const *safe_get(int) const;
virtual void map_get_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > const &, std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> *) const;
virtual void get_arcs(std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> *) const;
virtual int H(int) const;
virtual int E(int) const;
virtual int nth_child(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > const &, int, int) const;
virtual int L(int, int) const;
virtual int R(int, int) const;
virtual int empty(void) const;
virtual int eol(void) const;
virtual int is_final(void) const;
virtual int cannot_sent_start(int) const;
virtual int is_sent_start(int) const;
virtual void set_sent_start(int, int);
virtual int has_head(int) const;
virtual int l_edge(int) const;
virtual int r_edge(int) const;
virtual int n_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > const &, int) const;
virtual int n_L(int) const;
virtual int n_R(int) const;
virtual int stack_is_connected(void) const;
virtual int entity_is_open(void) const;
virtual int stack_depth(void) const;
virtual int buffer_length(void) const;
virtual void push(void);
virtual void pop(void);
virtual void force_final(void);
virtual void unshift(void);
virtual int is_unshiftable(int) const;
virtual void set_reshiftable(int);
virtual void add_arc(int, int, __pyx_t_5spacy_8typedefs_attr_t);
virtual void map_del_arc(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > *, int, int);
virtual void del_arc(int, int);
virtual struct __pyx_t_5spacy_7structs_SpanC get_ent(void) const;
virtual void open_ent(__pyx_t_5spacy_8typedefs_attr_t);
virtual void close_ent(void);
virtual void clone(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *);
__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length) {
__pyx_f___init__StateC(__pyx_v_sent, __pyx_v_length);
}
virtual ~__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC() {
__pyx_f___dealloc__StateC();
}
};
/* "tokens/doc.pxd":14
*
*
* ctypedef const LexemeC* const_Lexeme_ptr # <<<<<<<<<<<<<<
* ctypedef const TokenC* const_TokenC_ptr
*
*/
typedef struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_t_5spacy_6tokens_3doc_const_Lexeme_ptr;
/* "tokens/doc.pxd":15
*
* ctypedef const LexemeC* const_Lexeme_ptr
* ctypedef const TokenC* const_TokenC_ptr # <<<<<<<<<<<<<<
*
* ctypedef fused LexemeOrToken:
*/
typedef struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_6tokens_3doc_const_TokenC_ptr;
struct __pyx_t_5spacy_2ml_12parser_model_SizesC;
struct __pyx_t_5spacy_2ml_12parser_model_WeightsC;
struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC;
/* "spacy/ml/parser_model.pxd":8
*
*
* cdef struct SizesC: # <<<<<<<<<<<<<<
* int states
* int classes
*/
struct __pyx_t_5spacy_2ml_12parser_model_SizesC {
int states;
int classes;
int hiddens;
int pieces;
int feats;
int embed_width;
};
/* "spacy/ml/parser_model.pxd":17
*
*
* cdef struct WeightsC: # <<<<<<<<<<<<<<
* const float* feat_weights
* const float* feat_bias
*/
struct __pyx_t_5spacy_2ml_12parser_model_WeightsC {
float const *feat_weights;
float const *feat_bias;
float const *hidden_bias;
float const *hidden_weights;
float const *seen_classes;
};
/* "spacy/ml/parser_model.pxd":25
*
*
* cdef struct ActivationsC: # <<<<<<<<<<<<<<
* int* token_ids
* float* unmaxed
*/
struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC {
int *token_ids;
float *unmaxed;
float *scores;
float *hiddens;
int *is_valid;
int _curr_size;
int _max_size;
};
/* "thinc/backends/cblas.pxd":22
*
*
* cdef class CBlas: # <<<<<<<<<<<<<<
* cdef shared_ptr[BlasFuncs] ptr
*
*/
struct __pyx_obj_5thinc_8backends_5cblas_CBlas {
PyObject_HEAD
std::shared_ptr<struct __pyx_t_5thinc_8backends_5cblas_BlasFuncs> ptr;
};
/* "cymem/cymem.pxd":4
* ctypedef void (*free_t)(void *p)
*
* cdef class PyMalloc: # <<<<<<<<<<<<<<
* cdef malloc_t malloc
* cdef void _set(self, malloc_t malloc)
*/
struct __pyx_obj_5cymem_5cymem_PyMalloc {
PyObject_HEAD
struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc *__pyx_vtab;
__pyx_t_5cymem_5cymem_malloc_t malloc;
};
/* "cymem/cymem.pxd":10
* cdef PyMalloc WrapMalloc(malloc_t malloc)
*
* cdef class PyFree: # <<<<<<<<<<<<<<
* cdef free_t free
* cdef void _set(self, free_t free)
*/
struct __pyx_obj_5cymem_5cymem_PyFree {
PyObject_HEAD
struct __pyx_vtabstruct_5cymem_5cymem_PyFree *__pyx_vtab;
__pyx_t_5cymem_5cymem_free_t free;
};
/* "cymem/cymem.pxd":16
* cdef PyFree WrapFree(free_t free)
*
* cdef class Pool: # <<<<<<<<<<<<<<
* cdef readonly size_t size
* cdef readonly dict addresses
*/
struct __pyx_obj_5cymem_5cymem_Pool {
PyObject_HEAD
struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab;
size_t size;
PyObject *addresses;
PyObject *refs;
struct __pyx_obj_5cymem_5cymem_PyMalloc *pymalloc;
struct __pyx_obj_5cymem_5cymem_PyFree *pyfree;
};
/* "cymem/cymem.pxd":28
*
*
* cdef class Address: # <<<<<<<<<<<<<<
* cdef void* ptr
* cdef readonly PyMalloc pymalloc
*/
struct __pyx_obj_5cymem_5cymem_Address {
PyObject_HEAD
void *ptr;
struct __pyx_obj_5cymem_5cymem_PyMalloc *pymalloc;
struct __pyx_obj_5cymem_5cymem_PyFree *pyfree;
};
/* "preshed/maps.pxd":45
*
*
* cdef class PreshMap: # <<<<<<<<<<<<<<
* cdef MapStruct* c_map
* cdef Pool mem
*/
struct __pyx_obj_7preshed_4maps_PreshMap {
PyObject_HEAD
struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab;
struct __pyx_t_7preshed_4maps_MapStruct *c_map;
struct __pyx_obj_5cymem_5cymem_Pool *mem;
};
/* "preshed/maps.pxd":53
*
*
* cdef class PreshMapArray: # <<<<<<<<<<<<<<
* cdef Pool mem
* cdef MapStruct* maps
*/
struct __pyx_obj_7preshed_4maps_PreshMapArray {
PyObject_HEAD
struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab;
struct __pyx_obj_5cymem_5cymem_Pool *mem;
struct __pyx_t_7preshed_4maps_MapStruct *maps;
size_t length;
};
/* "strings.pxd":22
*
*
* cdef class StringStore: # <<<<<<<<<<<<<<
* cdef Pool mem
*
*/
struct __pyx_obj_5spacy_7strings_StringStore {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_7strings_StringStore *__pyx_vtab;
struct __pyx_obj_5cymem_5cymem_Pool *mem;
std::vector<__pyx_t_5spacy_8typedefs_hash_t> keys;
struct __pyx_obj_7preshed_4maps_PreshMap *_map;
};
/* "morphology.pxd":11
*
*
* cdef class Morphology: # <<<<<<<<<<<<<<
* cdef readonly Pool mem
* cdef readonly StringStore strings
*/
struct __pyx_obj_5spacy_10morphology_Morphology {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_10morphology_Morphology *__pyx_vtab;
struct __pyx_obj_5cymem_5cymem_Pool *mem;
struct __pyx_obj_5spacy_7strings_StringStore *strings;
struct __pyx_obj_7preshed_4maps_PreshMap *tags;
};
/* "vocab.pxd":26
*
*
* cdef class Vocab: # <<<<<<<<<<<<<<
* cdef Pool mem
* cdef readonly StringStore strings
*/
struct __pyx_obj_5spacy_5vocab_Vocab {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_5vocab_Vocab *__pyx_vtab;
struct __pyx_obj_5cymem_5cymem_Pool *mem;
struct __pyx_obj_5spacy_7strings_StringStore *strings;
struct __pyx_obj_5spacy_10morphology_Morphology *morphology;
PyObject *_vectors;
PyObject *_lookups;
PyObject *writing_system;
PyObject *get_noun_chunks;
int length;
PyObject *_unused_object;
PyObject *lex_attr_getters;
PyObject *cfg;
struct __pyx_obj_7preshed_4maps_PreshMap *_by_orth;
};
/* "lexeme.pxd":24
* cdef attr_t OOV_RANK
*
* cdef class Lexeme: # <<<<<<<<<<<<<<
* cdef LexemeC* c
* cdef readonly Vocab vocab
*/
struct __pyx_obj_5spacy_6lexeme_Lexeme {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme *__pyx_vtab;
struct __pyx_t_5spacy_7structs_LexemeC *c;
struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
__pyx_t_5spacy_8typedefs_attr_t orth;
};
/* "thinc/backends/linalg.pxd":23
*
*
* cdef class Matrix: # <<<<<<<<<<<<<<
* cdef readonly Pool mem
* cdef weight_t* data
*/
struct __pyx_obj_5thinc_8backends_6linalg_Matrix {
PyObject_HEAD
struct __pyx_obj_5cymem_5cymem_Pool *mem;
__pyx_t_5thinc_8backends_6linalg_weight_t *data;
int32_t nr_row;
int32_t nr_col;
};
/* "thinc/backends/linalg.pxd":30
*
*
* cdef class Vec: # <<<<<<<<<<<<<<
* @staticmethod
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil:
*/
struct __pyx_obj_5thinc_8backends_6linalg_Vec {
PyObject_HEAD
struct __pyx_vtabstruct_5thinc_8backends_6linalg_Vec *__pyx_vtab;
};
/* "thinc/backends/linalg.pxd":159
*
*
* cdef class VecVec: # <<<<<<<<<<<<<<
* @staticmethod
* cdef inline void add(weight_t* output,
*/
struct __pyx_obj_5thinc_8backends_6linalg_VecVec {
PyObject_HEAD
struct __pyx_vtabstruct_5thinc_8backends_6linalg_VecVec *__pyx_vtab;
};
/* "thinc/backends/linalg.pxd":250
*
*
* cdef class Mat: # <<<<<<<<<<<<<<
* @staticmethod
* cdef inline void mean_row(weight_t* Ex,
*/
struct __pyx_obj_5thinc_8backends_6linalg_Mat {
PyObject_HEAD
struct __pyx_vtabstruct_5thinc_8backends_6linalg_Mat *__pyx_vtab;
};
/* "tokens/doc.pxd":37
*
*
* cdef class Doc: # <<<<<<<<<<<<<<
* cdef readonly Pool mem
* cdef readonly Vocab vocab
*/
struct __pyx_obj_5spacy_6tokens_3doc_Doc {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *__pyx_vtab;
struct __pyx_obj_5cymem_5cymem_Pool *mem;
struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
PyObject *_vector;
PyObject *_vector_norm;
PyObject *tensor;
PyObject *cats;
PyObject *user_data;
PyObject *spans;
struct __pyx_t_5spacy_7structs_TokenC *c;
float sentiment;
PyObject *user_hooks;
PyObject *user_token_hooks;
PyObject *user_span_hooks;
int has_unknown_spaces;
PyObject *_context;
int length;
int max_length;
PyObject *noun_chunks_iterator;
PyObject *__weakref__;
};
/* "pipeline/_parser_internals/stateclass.pxd":9
*
*
* cdef class StateClass: # <<<<<<<<<<<<<<
* cdef StateC* c
* cdef readonly Doc doc
*/
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_vtab;
__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *c;
struct __pyx_obj_5spacy_6tokens_3doc_Doc *doc;
int _borrowed;
};
/* "spacy/ml/parser_model.pyx":368
*
*
* cdef class precompute_hiddens: # <<<<<<<<<<<<<<
* """Allow a model to be "primed" by pre-computing input features in bulk.
*
*/
struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens {
PyObject_HEAD
struct __pyx_vtabstruct_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_vtab;
int nF;
int nO;
int nP;
int _is_synchronized;
PyObject *ops;
PyObject *numpy_ops;
PyArrayObject *_features;
PyArrayObject *_cached;
PyArrayObject *bias;
PyObject *_cuda_stream;
PyObject *_bp_hiddens;
PyObject *activation;
};
/* "spacy/ml/parser_model.pyx":341
*
*
* def step_forward(model: ParserStepModel, states, is_train): # <<<<<<<<<<<<<<
* token_ids = model.get_token_ids(states)
* vector, get_d_tokvecs = model.state2vec(token_ids, is_train)
*/
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct__step_forward {
PyObject_HEAD
PyObject *__pyx_v_get_d_tokvecs;
PyObject *__pyx_v_get_d_vector;
PyObject *__pyx_v_mask;
PyObject *__pyx_v_model;
PyObject *__pyx_v_token_ids;
};
/* "spacy/ml/parser_model.pyx":471
* return self.begin_update(X)[0]
*
* def begin_update(self, token_ids): # <<<<<<<<<<<<<<
* cdef np.ndarray state_vector = numpy.zeros(
* (token_ids.shape[0], self.nO, self.nP), dtype='f')
*/
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_1_begin_update {
PyObject_HEAD
PyObject *__pyx_v_bp_hiddens;
PyObject *__pyx_v_bp_nonlinearity;
};
/* "spacy/ml/parser_model.pyx":510
* return self._relu_nonlinearity(state_vector)
*
* def _maxout_nonlinearity(self, state_vector): # <<<<<<<<<<<<<<
* state_vector, mask = self.numpy_ops.maxout(state_vector)
* # We're outputting to CPU, but we need this variable on GPU for the
*/
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_2__maxout_nonlinearity {
PyObject_HEAD
PyObject *__pyx_v_mask;
struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self;
};
/* "spacy/ml/parser_model.pyx":521
* return state_vector, backprop_maxout
*
* def _relu_nonlinearity(self, state_vector): # <<<<<<<<<<<<<<
* state_vector = state_vector.reshape((state_vector.shape[0], -1))
* mask = state_vector >= 0.
*/
struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity {
PyObject_HEAD
PyObject *__pyx_v_mask;
};
/* "View.MemoryView":106
*
* @cname("__pyx_array")
* cdef class array: # <<<<<<<<<<<<<<
*
* cdef:
*/
struct __pyx_array_obj {
PyObject_HEAD
struct __pyx_vtabstruct_array *__pyx_vtab;
char *data;
Py_ssize_t len;
char *format;
int ndim;
Py_ssize_t *_shape;
Py_ssize_t *_strides;
Py_ssize_t itemsize;
PyObject *mode;
PyObject *_format;
void (*callback_free_data)(void *);
int free_data;
int dtype_is_object;
};
/* "View.MemoryView":280
*
* @cname('__pyx_MemviewEnum')
* cdef class Enum(object): # <<<<<<<<<<<<<<
* cdef object name
* def __init__(self, name):
*/
struct __pyx_MemviewEnum_obj {
PyObject_HEAD
PyObject *name;
};
/* "View.MemoryView":331
*
* @cname('__pyx_memoryview')
* cdef class memoryview(object): # <<<<<<<<<<<<<<
*
* cdef object obj
*/
struct __pyx_memoryview_obj {
PyObject_HEAD
struct __pyx_vtabstruct_memoryview *__pyx_vtab;
PyObject *obj;
PyObject *_size;
PyObject *_array_interface;
PyThread_type_lock lock;
__pyx_atomic_int acquisition_count[2];
__pyx_atomic_int *acquisition_count_aligned_p;
Py_buffer view;
int flags;
int dtype_is_object;
__Pyx_TypeInfo *typeinfo;
};
/* "View.MemoryView":967
*
* @cname('__pyx_memoryviewslice')
* cdef class _memoryviewslice(memoryview): # <<<<<<<<<<<<<<
* "Internal class for passing memoryview slices to Python"
*
*/
struct __pyx_memoryviewslice_obj {
struct __pyx_memoryview_obj __pyx_base;
__Pyx_memviewslice from_slice;
PyObject *from_object;
PyObject *(*to_object_func)(char *);
int (*to_dtype_func)(char *, PyObject *);
};
/* "cymem/cymem.pxd":4
* ctypedef void (*free_t)(void *p)
*
* cdef class PyMalloc: # <<<<<<<<<<<<<<
* cdef malloc_t malloc
* cdef void _set(self, malloc_t malloc)
*/
struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc {
void (*_set)(struct __pyx_obj_5cymem_5cymem_PyMalloc *, __pyx_t_5cymem_5cymem_malloc_t);
};
static struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc *__pyx_vtabptr_5cymem_5cymem_PyMalloc;
/* "cymem/cymem.pxd":10
* cdef PyMalloc WrapMalloc(malloc_t malloc)
*
* cdef class PyFree: # <<<<<<<<<<<<<<
* cdef free_t free
* cdef void _set(self, free_t free)
*/
struct __pyx_vtabstruct_5cymem_5cymem_PyFree {
void (*_set)(struct __pyx_obj_5cymem_5cymem_PyFree *, __pyx_t_5cymem_5cymem_free_t);
};
static struct __pyx_vtabstruct_5cymem_5cymem_PyFree *__pyx_vtabptr_5cymem_5cymem_PyFree;
/* "cymem/cymem.pxd":16
* cdef PyFree WrapFree(free_t free)
*
* cdef class Pool: # <<<<<<<<<<<<<<
* cdef readonly size_t size
* cdef readonly dict addresses
*/
struct __pyx_vtabstruct_5cymem_5cymem_Pool {
void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t);
void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *);
void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t);
};
static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool;
/* "preshed/maps.pxd":45
*
*
* cdef class PreshMap: # <<<<<<<<<<<<<<
* cdef MapStruct* c_map
* cdef Pool mem
*/
struct __pyx_vtabstruct_7preshed_4maps_PreshMap {
void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t);
void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *);
};
static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap;
/* "preshed/maps.pxd":53
*
*
* cdef class PreshMapArray: # <<<<<<<<<<<<<<
* cdef Pool mem
* cdef MapStruct* maps
*/
struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray {
void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t);
void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *);
};
static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray;
/* "strings.pxd":22
*
*
* cdef class StringStore: # <<<<<<<<<<<<<<
* cdef Pool mem
*
*/
struct __pyx_vtabstruct_5spacy_7strings_StringStore {
__pyx_t_5spacy_7strings_Utf8Str const *(*intern_unicode)(struct __pyx_obj_5spacy_7strings_StringStore *, PyObject *);
__pyx_t_5spacy_7strings_Utf8Str const *(*_intern_utf8)(struct __pyx_obj_5spacy_7strings_StringStore *, char *, int, __pyx_t_5spacy_8typedefs_hash_t *);
};
static struct __pyx_vtabstruct_5spacy_7strings_StringStore *__pyx_vtabptr_5spacy_7strings_StringStore;
/* "morphology.pxd":11
*
*
* cdef class Morphology: # <<<<<<<<<<<<<<
* cdef readonly Pool mem
* cdef readonly StringStore strings
*/
struct __pyx_vtabstruct_5spacy_10morphology_Morphology {
struct __pyx_t_5spacy_7structs_MorphAnalysisC (*create_morph_tag)(struct __pyx_obj_5spacy_10morphology_Morphology *, PyObject *);
int (*insert)(struct __pyx_obj_5spacy_10morphology_Morphology *, struct __pyx_t_5spacy_7structs_MorphAnalysisC);
};
static struct __pyx_vtabstruct_5spacy_10morphology_Morphology *__pyx_vtabptr_5spacy_10morphology_Morphology;
/* "vocab.pxd":26
*
*
* cdef class Vocab: # <<<<<<<<<<<<<<
* cdef Pool mem
* cdef readonly StringStore strings
*/
struct __pyx_vtabstruct_5spacy_5vocab_Vocab {
struct __pyx_t_5spacy_7structs_LexemeC const *(*get)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_obj_5cymem_5cymem_Pool *, PyObject *);
struct __pyx_t_5spacy_7structs_LexemeC const *(*get_by_orth)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_obj_5cymem_5cymem_Pool *, __pyx_t_5spacy_8typedefs_attr_t);
struct __pyx_t_5spacy_7structs_TokenC const *(*make_fused_token)(struct __pyx_obj_5spacy_5vocab_Vocab *, PyObject *);
struct __pyx_t_5spacy_7structs_LexemeC const *(*_new_lexeme)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_obj_5cymem_5cymem_Pool *, PyObject *);
int (*_add_lex_to_vocab)(struct __pyx_obj_5spacy_5vocab_Vocab *, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_t_5spacy_7structs_LexemeC const *);
};
static struct __pyx_vtabstruct_5spacy_5vocab_Vocab *__pyx_vtabptr_5spacy_5vocab_Vocab;
/* "lexeme.pxd":24
* cdef attr_t OOV_RANK
*
* cdef class Lexeme: # <<<<<<<<<<<<<<
* cdef LexemeC* c
* cdef readonly Vocab vocab
*/
struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme {
struct __pyx_obj_5spacy_6lexeme_Lexeme *(*from_ptr)(struct __pyx_t_5spacy_7structs_LexemeC *, struct __pyx_obj_5spacy_5vocab_Vocab *);
void (*set_struct_attr)(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, __pyx_t_5spacy_8typedefs_attr_t);
__pyx_t_5spacy_8typedefs_attr_t (*get_struct_attr)(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
int (*c_check_flag)(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
int (*c_set_flag)(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, int);
};
static struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme *__pyx_vtabptr_5spacy_6lexeme_Lexeme;
static CYTHON_INLINE struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_f_5spacy_6lexeme_6Lexeme_from_ptr(struct __pyx_t_5spacy_7structs_LexemeC *, struct __pyx_obj_5spacy_5vocab_Vocab *);
static CYTHON_INLINE void __pyx_f_5spacy_6lexeme_6Lexeme_set_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, __pyx_t_5spacy_8typedefs_attr_t);
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, int);
/* "thinc/backends/linalg.pxd":30
*
*
* cdef class Vec: # <<<<<<<<<<<<<<
* @staticmethod
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil:
*/
struct __pyx_vtabstruct_5thinc_8backends_6linalg_Vec {
int (*arg_max)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const );
__pyx_t_5thinc_8backends_6linalg_weight_t (*max)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
__pyx_t_5thinc_8backends_6linalg_weight_t (*sum)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
__pyx_t_5thinc_8backends_6linalg_weight_t (*norm)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
void (*add)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*add_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*mul)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*mul_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*pow)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*pow_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t);
void (*div)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*div_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t);
void (*exp)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
void (*exp_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t);
void (*reciprocal_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t);
__pyx_t_5thinc_8backends_6linalg_weight_t (*mean)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
__pyx_t_5thinc_8backends_6linalg_weight_t (*variance)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
};
static struct __pyx_vtabstruct_5thinc_8backends_6linalg_Vec *__pyx_vtabptr_5thinc_8backends_6linalg_Vec;
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const );
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_sum(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_norm(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_reciprocal_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t);
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_mean(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_variance(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
/* "thinc/backends/linalg.pxd":159
*
*
* cdef class VecVec: # <<<<<<<<<<<<<<
* @staticmethod
* cdef inline void add(weight_t* output,
*/
struct __pyx_vtabstruct_5thinc_8backends_6linalg_VecVec {
void (*add)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*add_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*batch_add_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t, int32_t);
void (*add_pow)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*add_pow_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
void (*mul)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
void (*mul_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
__pyx_t_5thinc_8backends_6linalg_weight_t (*dot)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
int (*arg_max_if_true)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const *, int const );
int (*arg_max_if_zero)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int const );
};
static struct __pyx_vtabstruct_5thinc_8backends_6linalg_VecVec *__pyx_vtabptr_5thinc_8backends_6linalg_VecVec;
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_batch_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_6VecVec_dot(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t);
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_true(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const *, int const );
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_zero(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int const );
/* "thinc/backends/linalg.pxd":250
*
*
* cdef class Mat: # <<<<<<<<<<<<<<
* @staticmethod
* cdef inline void mean_row(weight_t* Ex,
*/
struct __pyx_vtabstruct_5thinc_8backends_6linalg_Mat {
void (*mean_row)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t);
void (*var_row)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t, __pyx_t_5thinc_8backends_6linalg_weight_t);
};
static struct __pyx_vtabstruct_5thinc_8backends_6linalg_Mat *__pyx_vtabptr_5thinc_8backends_6linalg_Mat;
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_mean_row(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t);
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_var_row(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t, __pyx_t_5thinc_8backends_6linalg_weight_t);
/* "tokens/doc.pxd":37
*
*
* cdef class Doc: # <<<<<<<<<<<<<<
* cdef readonly Pool mem
* cdef readonly Vocab vocab
*/
struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc {
PyArrayObject *(*to_array)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, PyObject *, int __pyx_skip_dispatch);
int (*__pyx_fuse_0push_back)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, __pyx_t_5spacy_6tokens_3doc_const_Lexeme_ptr, int);
int (*__pyx_fuse_1push_back)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, __pyx_t_5spacy_6tokens_3doc_const_TokenC_ptr, int);
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/* "pipeline/_parser_internals/stateclass.pxd":9
*
*
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* cdef StateC* c
* cdef readonly Doc doc
*/
struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass {
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *(*borrow)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *);
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *(*init_offset)(struct __pyx_t_5spacy_7structs_TokenC const *, int, int);
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static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_init_offset(struct __pyx_t_5spacy_7structs_TokenC const *, int, int);
/* "spacy/ml/parser_model.pyx":368
*
*
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*
*/
struct __pyx_vtabstruct_5spacy_2ml_12parser_model_precompute_hiddens {
float const *(*get_feat_weights)(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *);
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/* "View.MemoryView":106
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PyObject *(*get_memview)(struct __pyx_array_obj *);
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char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *);
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PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *);
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/* "View.MemoryView":967
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struct __pyx_vtabstruct_memoryview __pyx_base;
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#if CYTHON_FAST_PYCALL
static size_t __pyx_pyframe_localsplus_offset = 0;
#include "frameobject.h"
#if PY_VERSION_HEX >= 0x030b00a6
#ifndef Py_BUILD_CORE
#define Py_BUILD_CORE 1
#endif
#include "internal/pycore_frame.h"
#endif
#define __Pxy_PyFrame_Initialize_Offsets()\
((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
(void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
#define __Pyx_PyFrame_GetLocalsplus(frame)\
(assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
#endif // CYTHON_FAST_PYCALL
#endif
/* PyObjectCall.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
#else
#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
#endif
/* PyObjectCall2Args.proto */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);
/* PyObjectCallMethO.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif
/* PyObjectCallOneArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
/* GetItemInt.proto */
#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
(__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
__Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
(is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
__Pyx_GetItemInt_Generic(o, to_py_func(i))))
#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
(__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
__Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
(PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
int wraparound, int boundscheck);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
(__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
__Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
(PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
int wraparound, int boundscheck);
static 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);
/* RaiseArgTupleInvalid.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);
/* RaiseKeywordRequired.proto */
static void __Pyx_RaiseKeywordRequired(const char* func_name, PyObject* kw_name);
/* RaiseDoubleKeywords.proto */
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
/* ParseKeywords.proto */
static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
const char* function_name);
/* PyDictVersioning.proto */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1)
#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
(version_var) = __PYX_GET_DICT_VERSION(dict);\
(cache_var) = (value);
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
static PY_UINT64_T __pyx_dict_version = 0;\
static PyObject *__pyx_dict_cached_value = NULL;\
if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
(VAR) = __pyx_dict_cached_value;\
} else {\
(VAR) = __pyx_dict_cached_value = (LOOKUP);\
__pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
}\
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
#else
#define __PYX_GET_DICT_VERSION(dict) (0)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP);
#endif
/* GetModuleGlobalName.proto */
#if CYTHON_USE_DICT_VERSIONS
#define __Pyx_GetModuleGlobalName(var, name) do {\
static PY_UINT64_T __pyx_dict_version = 0;\
static PyObject *__pyx_dict_cached_value = NULL;\
(var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
(likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
__Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
#define __Pyx_GetModuleGlobalNameUncached(var, name) do {\
PY_UINT64_T __pyx_dict_version;\
PyObject *__pyx_dict_cached_value;\
(var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
#else
#define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name)
#define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name)
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
#endif
/* RaiseTooManyValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
/* RaiseNeedMoreValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);
/* UnpackItemEndCheck.proto */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);
/* PyObjectSetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
#else
#define __Pyx_PyObject_DelAttrStr(o,n) PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif
/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
#define __Pyx_PyObject_Dict_GetItem(obj, name)\
(likely(PyDict_CheckExact(obj)) ?\
__Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
#else
#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name)
#endif
/* ObjectGetItem.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key);
#else
#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key)
#endif
/* PyObjectCallNoArg.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
#else
#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
#endif
/* ListCompAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
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);
__Pyx_SET_SIZE(list, len + 1);
return 0;
}
return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif
/* ListAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
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);
__Pyx_SET_SIZE(list, len + 1);
return 0;
}
return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif
/* PyObjectGetMethod.proto */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);
/* PyObjectCallMethod1.proto */
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);
/* append.proto */
static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);
/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
(inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif
/* SliceObject.proto */
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);
/* None.proto */
static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);
/* FetchCommonType.proto */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
/* CythonFunctionShared.proto */
#define __Pyx_CyFunction_USED 1
#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;
#if PY_VERSION_HEX < 0x030500A0
PyObject *func_weakreflist;
#endif
PyObject *func_dict;
PyObject *func_name;
PyObject *func_qualname;
PyObject *func_doc;
PyObject *func_globals;
PyObject *func_code;
PyObject *func_closure;
PyObject *func_classobj;
void *defaults;
int defaults_pyobjects;
size_t defaults_size; // used by FusedFunction for copying defaults
int flags;
PyObject *defaults_tuple;
PyObject *defaults_kwdict;
PyObject *(*defaults_getter)(PyObject *);
PyObject *func_annotations;
} __pyx_CyFunctionObject;
static PyTypeObject *__pyx_CyFunctionType = 0;
#define __Pyx_CyFunction_Check(obj) (__Pyx_TypeCheck(obj, __pyx_CyFunctionType))
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
int flags, PyObject* qualname,
PyObject *self,
PyObject *module, PyObject *globals,
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);
/* CythonFunction.proto */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
int flags, PyObject* qualname,
PyObject *closure,
PyObject *module, PyObject *globals,
PyObject* code);
/* PyIntCompare.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, long inplace);
/* AssertionsEnabled.proto */
#define __Pyx_init_assertions_enabled()
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
#define __pyx_assertions_enabled() (1)
#elif PY_VERSION_HEX < 0x03080000 || CYTHON_COMPILING_IN_PYPY || defined(Py_LIMITED_API)
#define __pyx_assertions_enabled() (!Py_OptimizeFlag)
#elif CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030900A6
static int __pyx_assertions_enabled_flag;
#define __pyx_assertions_enabled() (__pyx_assertions_enabled_flag)
#undef __Pyx_init_assertions_enabled
static void __Pyx_init_assertions_enabled(void) {
__pyx_assertions_enabled_flag = ! _PyInterpreterState_GetConfig(__Pyx_PyThreadState_Current->interp)->optimization_level;
}
#else
#define __pyx_assertions_enabled() (!Py_OptimizeFlag)
#endif
/* IncludeStringH.proto */
#include <string.h>
/* BytesEquals.proto */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
/* UnicodeEquals.proto */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
/* StrEquals.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#endif
/* PyThreadStateGet.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate;
#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current;
#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type
#else
#define __Pyx_PyThreadState_declare
#define __Pyx_PyThreadState_assign
#define __Pyx_PyErr_Occurred() PyErr_Occurred()
#endif
/* PyErrFetchRestore.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
#else
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#endif
#else
#define __Pyx_PyErr_Clear() PyErr_Clear()
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb)
#endif
/* RaiseException.proto */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
/* MemviewSliceInit.proto */
#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d
#define __Pyx_MEMVIEW_DIRECT 1
#define __Pyx_MEMVIEW_PTR 2
#define __Pyx_MEMVIEW_FULL 4
#define __Pyx_MEMVIEW_CONTIG 8
#define __Pyx_MEMVIEW_STRIDED 16
#define __Pyx_MEMVIEW_FOLLOW 32
#define __Pyx_IS_C_CONTIG 1
#define __Pyx_IS_F_CONTIG 2
static int __Pyx_init_memviewslice(
struct __pyx_memoryview_obj *memview,
int ndim,
__Pyx_memviewslice *memviewslice,
int memview_is_new_reference);
static CYTHON_INLINE int __pyx_add_acquisition_count_locked(
__pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(
__pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p)
#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview))
#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__)
#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__)
static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int);
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int);
/* PyErrExceptionMatches.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
#else
#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err)
#endif
/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);
/* GetAttr3.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);
/* PySequenceContains.proto */
static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
int result = PySequence_Contains(seq, item);
return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}
/* Import.proto */
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
/* ImportFrom.proto */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);
/* HasAttr.proto */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
/* WriteUnraisableException.proto */
static void __Pyx_WriteUnraisable(const char *name, int clineno,
int lineno, const char *filename,
int full_traceback, int nogil);
/* GetTopmostException.proto */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
#endif
/* SaveResetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
#else
#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb)
#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb)
#endif
/* GetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb)
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
#endif
/* tp_new.proto */
#define __Pyx_tp_new(type_obj, args) __Pyx_tp_new_kwargs(type_obj, args, NULL)
static CYTHON_INLINE PyObject* __Pyx_tp_new_kwargs(PyObject* type_obj, PyObject* args, PyObject* kwargs) {
return (PyObject*) (((PyTypeObject*)type_obj)->tp_new((PyTypeObject*)type_obj, args, kwargs));
}
/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\
__Pyx__ArgTypeTest(obj, type, name, exact))
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);
/* UnaryNegOverflows.proto */
#define UNARY_NEG_WOULD_OVERFLOW(x)\
(((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/
/* decode_c_string_utf16.proto */
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16(const char *s, Py_ssize_t size, const char *errors) {
int byteorder = 0;
return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16LE(const char *s, Py_ssize_t size, const char *errors) {
int byteorder = -1;
return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16BE(const char *s, Py_ssize_t size, const char *errors) {
int byteorder = 1;
return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
/* decode_c_string.proto */
static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
const char* cstring, Py_ssize_t start, Py_ssize_t stop,
const char* encoding, const char* errors,
PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors));
/* RaiseNoneIterError.proto */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);
/* SwapException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
#endif
/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
#else
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
#endif
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
/* ListExtend.proto */
static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) {
#if CYTHON_COMPILING_IN_CPYTHON
PyObject* none = _PyList_Extend((PyListObject*)L, v);
if (unlikely(!none))
return -1;
Py_DECREF(none);
return 0;
#else
return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v);
#endif
}
/* None.proto */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);
/* PyObject_GenericGetAttrNoDict.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
#endif
/* PyObject_GenericGetAttr.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
#endif
/* SetVTable.proto */
static int __Pyx_SetVtable(PyObject *dict, void *vtable);
/* PyObjectGetAttrStrNoError.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);
/* SetupReduce.proto */
static int __Pyx_setup_reduce(PyObject* type_obj);
/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto_0_29_37
#define __PYX_HAVE_RT_ImportType_proto_0_29_37
#if __STDC_VERSION__ >= 201112L
#include <stdalign.h>
#endif
#if __STDC_VERSION__ >= 201112L || __cplusplus >= 201103L
#define __PYX_GET_STRUCT_ALIGNMENT_0_29_37(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_0_29_37(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_0_29_37 {
__Pyx_ImportType_CheckSize_Error_0_29_37 = 0,
__Pyx_ImportType_CheckSize_Warn_0_29_37 = 1,
__Pyx_ImportType_CheckSize_Ignore_0_29_37 = 2
};
static PyTypeObject *__Pyx_ImportType_0_29_37(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_0_29_37 check_size);
#endif
/* GetVTable.proto */
static void* __Pyx_GetVtable(PyObject *dict);
/* CalculateMetaclass.proto */
static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases);
/* SetNameInClass.proto */
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
#define __Pyx_SetNameInClass(ns, name, value)\
(likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value))
#elif CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_SetNameInClass(ns, name, value)\
(likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value))
#else
#define __Pyx_SetNameInClass(ns, name, value) PyObject_SetItem(ns, name, value)
#endif
/* Py3ClassCreate.proto */
static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname,
PyObject *mkw, PyObject *modname, PyObject *doc);
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict,
PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass);
/* CLineInTraceback.proto */
#ifdef CYTHON_CLINE_IN_TRACEBACK
#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#else
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#endif
/* CodeObjectCache.proto */
typedef struct {
PyCodeObject* code_object;
int code_line;
} __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);
/* AddTraceback.proto */
static void __Pyx_AddTraceback(const char *funcname, int c_line,
int py_line, const char *filename);
#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
static void __Pyx_ReleaseBuffer(Py_buffer *view);
#else
#define __Pyx_GetBuffer PyObject_GetBuffer
#define __Pyx_ReleaseBuffer PyBuffer_Release
#endif
/* BufferStructDeclare.proto */
typedef struct {
Py_ssize_t shape, strides, suboffsets;
} __Pyx_Buf_DimInfo;
typedef struct {
size_t refcount;
Py_buffer pybuffer;
} __Pyx_Buffer;
typedef struct {
__Pyx_Buffer *rcbuffer;
char *data;
__Pyx_Buf_DimInfo diminfo[8];
} __Pyx_LocalBuf_ND;
/* MemviewSliceIsContig.proto */
static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim);
/* OverlappingSlices.proto */
static int __pyx_slices_overlap(__Pyx_memviewslice *slice1,
__Pyx_memviewslice *slice2,
int ndim, size_t itemsize);
/* Capsule.proto */
static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig);
/* GCCDiagnostics.proto */
#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define __Pyx_HAS_GCC_DIAGNOSTIC
#endif
/* IsLittleEndian.proto */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);
/* BufferFormatCheck.proto */
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
__Pyx_BufFmt_StackElem* stack,
__Pyx_TypeInfo* type);
/* TypeInfoCompare.proto */
static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b);
/* MemviewSliceValidateAndInit.proto */
static int __Pyx_ValidateAndInit_memviewslice(
int *axes_specs,
int c_or_f_flag,
int buf_flags,
int ndim,
__Pyx_TypeInfo *dtype,
__Pyx_BufFmt_StackElem stack[],
__Pyx_memviewslice *memviewslice,
PyObject *original_obj);
/* ObjectToMemviewSlice.proto */
static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_int(PyObject *, int writable_flag);
/* None.proto */
#include <new>
/* RealImag.proto */
#if CYTHON_CCOMPLEX
#ifdef __cplusplus
#define __Pyx_CREAL(z) ((z).real())
#define __Pyx_CIMAG(z) ((z).imag())
#else
#define __Pyx_CREAL(z) (__real__(z))
#define __Pyx_CIMAG(z) (__imag__(z))
#endif
#else
#define __Pyx_CREAL(z) ((z).real)
#define __Pyx_CIMAG(z) ((z).imag)
#endif
#if defined(__cplusplus) && CYTHON_CCOMPLEX\
&& (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
#define __Pyx_SET_CREAL(z,x) ((z).real(x))
#define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
#else
#define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
#define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
#endif
/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
#define __Pyx_c_eq_float(a, b) ((a)==(b))
#define __Pyx_c_sum_float(a, b) ((a)+(b))
#define __Pyx_c_diff_float(a, b) ((a)-(b))
#define __Pyx_c_prod_float(a, b) ((a)*(b))
#define __Pyx_c_quot_float(a, b) ((a)/(b))
#define __Pyx_c_neg_float(a) (-(a))
#ifdef __cplusplus
#define __Pyx_c_is_zero_float(z) ((z)==(float)0)
#define __Pyx_c_conj_float(z) (::std::conj(z))
#if 1
#define __Pyx_c_abs_float(z) (::std::abs(z))
#define __Pyx_c_pow_float(a, b) (::std::pow(a, b))
#endif
#else
#define __Pyx_c_is_zero_float(z) ((z)==0)
#define __Pyx_c_conj_float(z) (conjf(z))
#if 1
#define __Pyx_c_abs_float(z) (cabsf(z))
#define __Pyx_c_pow_float(a, b) (cpowf(a, b))
#endif
#endif
#else
static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
#if 1
static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
#endif
#endif
/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
#define __Pyx_c_eq_double(a, b) ((a)==(b))
#define __Pyx_c_sum_double(a, b) ((a)+(b))
#define __Pyx_c_diff_double(a, b) ((a)-(b))
#define __Pyx_c_prod_double(a, b) ((a)*(b))
#define __Pyx_c_quot_double(a, b) ((a)/(b))
#define __Pyx_c_neg_double(a) (-(a))
#ifdef __cplusplus
#define __Pyx_c_is_zero_double(z) ((z)==(double)0)
#define __Pyx_c_conj_double(z) (::std::conj(z))
#if 1
#define __Pyx_c_abs_double(z) (::std::abs(z))
#define __Pyx_c_pow_double(a, b) (::std::pow(a, b))
#endif
#else
#define __Pyx_c_is_zero_double(z) ((z)==0)
#define __Pyx_c_conj_double(z) (conj(z))
#if 1
#define __Pyx_c_abs_double(z) (cabs(z))
#define __Pyx_c_pow_double(a, b) (cpow(a, b))
#endif
#endif
#else
static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
#if 1
static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
#endif
#endif
/* CppExceptionConversion.proto */
#ifndef __Pyx_CppExn2PyErr
#include <new>
#include <typeinfo>
#include <stdexcept>
#include <ios>
static void __Pyx_CppExn2PyErr() {
try {
if (PyErr_Occurred())
; // let the latest Python exn pass through and ignore the current one
else
throw;
} catch (const std::bad_alloc& exn) {
PyErr_SetString(PyExc_MemoryError, exn.what());
} catch (const std::bad_cast& exn) {
PyErr_SetString(PyExc_TypeError, exn.what());
} catch (const std::bad_typeid& exn) {
PyErr_SetString(PyExc_TypeError, exn.what());
} catch (const std::domain_error& exn) {
PyErr_SetString(PyExc_ValueError, exn.what());
} catch (const std::invalid_argument& exn) {
PyErr_SetString(PyExc_ValueError, exn.what());
} catch (const std::ios_base::failure& exn) {
PyErr_SetString(PyExc_IOError, exn.what());
} catch (const std::out_of_range& exn) {
PyErr_SetString(PyExc_IndexError, exn.what());
} catch (const std::overflow_error& exn) {
PyErr_SetString(PyExc_OverflowError, exn.what());
} catch (const std::range_error& exn) {
PyErr_SetString(PyExc_ArithmeticError, exn.what());
} catch (const std::underflow_error& exn) {
PyErr_SetString(PyExc_ArithmeticError, exn.what());
} catch (const std::exception& exn) {
PyErr_SetString(PyExc_RuntimeError, exn.what());
}
catch (...)
{
PyErr_SetString(PyExc_RuntimeError, "Unknown exception");
}
}
#endif
/* MemviewSliceCopyTemplate.proto */
static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
const char *mode, int ndim,
size_t sizeof_dtype, int contig_flag,
int dtype_is_object);
/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
/* CIntFromPy.proto */
static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value);
/* CIntFromPy.proto */
static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *);
/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value);
/* CIntFromPy.proto */
static CYTHON_INLINE int32_t __Pyx_PyInt_As_int32_t(PyObject *);
/* CIntFromPy.proto */
static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *);
/* CheckBinaryVersion.proto */
static int __Pyx_check_binary_version(void);
/* FunctionExport.proto */
static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig);
/* VoidPtrImport.proto */
static int __Pyx_ImportVoidPtr_0_29_37(PyObject *module, const char *name, void **p, const char *sig);
/* FunctionImport.proto */
static int __Pyx_ImportFunction_0_29_37(PyObject *module, const char *funcname, void (**f)(void), const char *sig);
/* InitStrings.proto */
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
static float const *__pyx_f_5spacy_2ml_12parser_model_18precompute_hiddens_get_feat_weights(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_f_5spacy_6lexeme_6Lexeme_from_ptr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab); /* proto*/
static CYTHON_INLINE void __pyx_f_5spacy_6lexeme_6Lexeme_set_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_name, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_value); /* proto*/
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id, int __pyx_v_value); /* proto*/
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const __pyx_v_n_classes); /* proto*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_sum(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_norm(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_reciprocal_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_mean(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim); /* proto*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_variance(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_batch_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr, int32_t __pyx_v_nr_batch); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_6VecVec_dot(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr); /* proto*/
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_true(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const *__pyx_v_is_valid, int const __pyx_v_n_classes); /* proto*/
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_zero(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_costs, int const __pyx_v_n_classes); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_mean_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Ex, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_var_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Vx, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_Ex, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_eps); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_borrow(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *__pyx_v_ptr, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_init_offset(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length, int __pyx_v_offset); /* proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
/* Module declarations from 'libc.string' */
/* Module declarations from 'libcpp' */
/* Module declarations from 'libcpp.memory' */
/* Module declarations from 'thinc.backends.cblas' */
static PyTypeObject *__pyx_ptype_5thinc_8backends_5cblas_CBlas = 0;
static __pyx_t_5thinc_8backends_5cblas_saxpy_ptr (*__pyx_f_5thinc_8backends_5cblas_saxpy)(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *); /*proto*/
static __pyx_t_5thinc_8backends_5cblas_sgemm_ptr (*__pyx_f_5thinc_8backends_5cblas_sgemm)(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *); /*proto*/
/* Module declarations from 'libc.stdio' */
/* Module declarations from '__builtin__' */
/* Module declarations from 'cpython.type' */
static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;
/* Module declarations from 'cpython.buffer' */
/* Module declarations from 'cpython' */
/* Module declarations from 'cpython.object' */
/* Module declarations from 'cpython.exc' */
/* Module declarations from 'libc.stdint' */
/* Module declarations from 'libc.stdlib' */
/* Module declarations from 'libcpp.utility' */
/* Module declarations from 'libcpp.set' */
/* Module declarations from 'libcpp.unordered_map' */
/* Module declarations from 'libcpp.vector' */
/* Module declarations from 'murmurhash.mrmr' */
static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/
/* Module declarations from 'spacy' */
/* Module declarations from 'spacy.symbols' */
/* Module declarations from 'spacy.attrs' */
/* Module declarations from 'cpython.ref' */
/* Module declarations from 'cpython.mem' */
/* Module declarations from 'numpy' */
/* Module declarations from 'numpy' */
static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
static PyTypeObject *__pyx_ptype_5numpy_generic = 0;
static PyTypeObject *__pyx_ptype_5numpy_number = 0;
static PyTypeObject *__pyx_ptype_5numpy_integer = 0;
static PyTypeObject *__pyx_ptype_5numpy_signedinteger = 0;
static PyTypeObject *__pyx_ptype_5numpy_unsignedinteger = 0;
static PyTypeObject *__pyx_ptype_5numpy_inexact = 0;
static PyTypeObject *__pyx_ptype_5numpy_floating = 0;
static PyTypeObject *__pyx_ptype_5numpy_complexfloating = 0;
static PyTypeObject *__pyx_ptype_5numpy_flexible = 0;
static PyTypeObject *__pyx_ptype_5numpy_character = 0;
static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;
/* Module declarations from 'cymem.cymem' */
static PyTypeObject *__pyx_ptype_5cymem_5cymem_PyMalloc = 0;
static PyTypeObject *__pyx_ptype_5cymem_5cymem_PyFree = 0;
static PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool = 0;
static PyTypeObject *__pyx_ptype_5cymem_5cymem_Address = 0;
/* Module declarations from 'preshed.maps' */
static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap = 0;
static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray = 0;
/* Module declarations from 'spacy.typedefs' */
/* Module declarations from 'spacy.strings' */
static PyTypeObject *__pyx_ptype_5spacy_7strings_StringStore = 0;
/* Module declarations from 'libcpp.unordered_set' */
/* Module declarations from 'spacy.parts_of_speech' */
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/* Module declarations from 'spacy.morphology' */
static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphology = 0;
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static PyTypeObject *__pyx_ptype_5spacy_5vocab_Vocab = 0;
static struct __pyx_t_5spacy_7structs_LexemeC *__pyx_vp_5spacy_5vocab_EMPTY_LEXEME = 0;
#define __pyx_v_5spacy_5vocab_EMPTY_LEXEME (*__pyx_vp_5spacy_5vocab_EMPTY_LEXEME)
/* Module declarations from 'spacy.lexeme' */
static PyTypeObject *__pyx_ptype_5spacy_6lexeme_Lexeme = 0;
static struct __pyx_t_5spacy_7structs_LexemeC *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0;
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static __pyx_t_5spacy_8typedefs_attr_t *__pyx_vp_5spacy_6lexeme_OOV_RANK = 0;
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/* Module declarations from 'spacy.pipeline._parser_internals._state' */
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/* Module declarations from 'cython.view' */
/* Module declarations from 'cython' */
/* Module declarations from 'thinc.backends.linalg' */
static PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_Matrix = 0;
static PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_Vec = 0;
static PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_VecVec = 0;
static PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_Mat = 0;
/* Module declarations from 'spacy.tokens.doc' */
static PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc_Doc = 0;
/* Module declarations from 'spacy.pipeline._parser_internals.stateclass' */
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass = 0;
/* Module declarations from 'spacy.ml.parser_model' */
static PyTypeObject *__pyx_ptype_5spacy_2ml_12parser_model_precompute_hiddens = 0;
static PyTypeObject *__pyx_ptype_5spacy_2ml_12parser_model___pyx_scope_struct__step_forward = 0;
static PyTypeObject *__pyx_ptype_5spacy_2ml_12parser_model___pyx_scope_struct_1_begin_update = 0;
static PyTypeObject *__pyx_ptype_5spacy_2ml_12parser_model___pyx_scope_struct_2__maxout_nonlinearity = 0;
static PyTypeObject *__pyx_ptype_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static int __pyx_memoryview_thread_locks_used;
static PyThread_type_lock __pyx_memoryview_thread_locks[8];
static void __pyx_f_5spacy_2ml_12parser_model_resize_activations(struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC *, struct __pyx_t_5spacy_2ml_12parser_model_SizesC); /*proto*/
static void __pyx_f_5spacy_2ml_12parser_model_sum_state_features(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *, float *, float const *, int const *, int, int, int); /*proto*/
static int __pyx_f_5spacy_2ml_12parser_model_arg_max_if_gold(__pyx_t_5spacy_8typedefs_weight_t const *, __pyx_t_5spacy_8typedefs_weight_t const *, int const *, int); /*proto*/
static PyObject *__pyx_f_5spacy_2ml_12parser_model___pyx_unpickle_precompute_hiddens__set_state(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *, PyObject *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_int = { "int", NULL, sizeof(int), { 0 }, 0, IS_UNSIGNED(int) ? 'U' : 'I', IS_UNSIGNED(int), 0 };
#define __Pyx_MODULE_NAME "spacy.ml.parser_model"
extern int __pyx_module_is_main_spacy__ml__parser_model;
int __pyx_module_is_main_spacy__ml__parser_model = 0;
/* Implementation of 'spacy.ml.parser_model' */
static PyObject *__pyx_builtin_property;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_builtin_IndexError;
static const char __pyx_k_C[] = "C";
static const char __pyx_k_O[] = "O";
static const char __pyx_k_W[] = "W";
static const char __pyx_k_X[] = "X";
static const char __pyx_k_b[] = "b";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_f[] = "f";
static const char __pyx_k_i[] = "i";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_nF[] = "nF";
static const char __pyx_k_nO[] = "nO";
static const char __pyx_k_nP[] = "nP";
static const char __pyx_k_xp[] = "xp";
static const char __pyx_k__33[] = "";
static const char __pyx_k_doc[] = "__doc__";
static const char __pyx_k_get[] = "get";
static const char __pyx_k_ids[] = "ids";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_ops[] = "ops";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_docs[] = "docs";
static const char __pyx_k_fill[] = "fill";
static const char __pyx_k_init[] = "__init__";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mask[] = "mask";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_name[] = "name";
static const char __pyx_k_ndim[] = "ndim";
static const char __pyx_k_pack[] = "pack";
static const char __pyx_k_relu[] = "relu";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_util[] = "util";
static const char __pyx_k_ASCII[] = "ASCII";
static const char __pyx_k_E1033[] = "E1033";
static const char __pyx_k_Model[] = "Model";
static const char __pyx_k_alloc[] = "alloc";
static const char __pyx_k_attrs[] = "attrs";
static const char __pyx_k_c_ids[] = "c_ids";
static const char __pyx_k_cblas[] = "cblas";
static const char __pyx_k_class[] = "class_";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_golds[] = "golds";
static const char __pyx_k_model[] = "model";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_order[] = "order";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_state[] = "state";
static const char __pyx_k_train[] = "train";
static const char __pyx_k_value[] = "value";
static const char __pyx_k_zeros[] = "zeros";
static const char __pyx_k_Errors[] = "Errors";
static const char __pyx_k_append[] = "append";
static const char __pyx_k_d_best[] = "d_best";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_errors[] = "errors";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_layers[] = "layers";
static const char __pyx_k_maxout[] = "maxout";
static const char __pyx_k_module[] = "__module__";
static const char __pyx_k_name_2[] = "__name__";
static const char __pyx_k_nanmin[] = "nanmin";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_scores[] = "scores";
static const char __pyx_k_states[] = "states";
static const char __pyx_k_stream[] = "stream";
static const char __pyx_k_struct[] = "struct";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_vector[] = "vector";
static const char __pyx_k_CupyOps[] = "CupyOps";
static const char __pyx_k_asarray[] = "asarray";
static const char __pyx_k_class_2[] = "__class__";
static const char __pyx_k_dropout[] = "dropout";
static const char __pyx_k_flatten[] = "flatten";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_forward[] = "forward";
static const char __pyx_k_get_dim[] = "get_dim";
static const char __pyx_k_has_dim[] = "has_dim";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_ndarray[] = "ndarray";
static const char __pyx_k_predict[] = "predict";
static const char __pyx_k_prepare[] = "__prepare__";
static const char __pyx_k_reshape[] = "reshape";
static const char __pyx_k_tokvecs[] = "tokvecs";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_NumpyOps[] = "NumpyOps";
static const char __pyx_k_backward[] = "backward";
static const char __pyx_k_d_scores[] = "d_scores";
static const char __pyx_k_d_tokens[] = "d_tokens";
static const char __pyx_k_d_vector[] = "d_vector";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_is_final[] = "is_final";
static const char __pyx_k_is_train[] = "is_train";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_property[] = "property";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_qualname[] = "__qualname__";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_NUMPY_OPS[] = "NUMPY_OPS";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_backprops[] = "backprops";
static const char __pyx_k_bp_vector[] = "bp_vector";
static const char __pyx_k_d_tokvecs[] = "d_tokvecs";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_get_async[] = "get_async";
static const char __pyx_k_get_param[] = "get_param";
static const char __pyx_k_has_upper[] = "has_upper";
static const char __pyx_k_metaclass[] = "__metaclass__";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_state2vec[] = "state2vec";
static const char __pyx_k_thinc_api[] = "thinc.api";
static const char __pyx_k_token_ids[] = "token_ids";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_activation[] = "activation";
static const char __pyx_k_batch_size[] = "batch_size";
static const char __pyx_k_bp_tokvecs[] = "bp_tokvecs";
static const char __pyx_k_class_mask[] = "_class_mask";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_vec2scores[] = "vec2scores";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_cuda_stream[] = "cuda_stream";
static const char __pyx_k_lower_model[] = "lower_model";
static const char __pyx_k_scatter_add[] = "scatter_add";
static const char __pyx_k_synchronize[] = "synchronize";
static const char __pyx_k_begin_update[] = "begin_update";
static const char __pyx_k_clear_memory[] = "clear_memory";
static const char __pyx_k_dropout_rate[] = "dropout_rate";
static const char __pyx_k_finish_steps[] = "finish_steps";
static const char __pyx_k_get_d_vector[] = "get_d_vector";
static const char __pyx_k_non_blocking[] = "non_blocking";
static const char __pyx_k_nonlinearity[] = "_nonlinearity";
static const char __pyx_k_numpy_random[] = "numpy.random";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_step_forward[] = "step_forward";
static const char __pyx_k_stringsource[] = "stringsource";
static const char __pyx_k_backprop_relu[] = "backprop_relu";
static const char __pyx_k_backprop_step[] = "backprop_step";
static const char __pyx_k_get_d_tokvecs[] = "get_d_tokvecs";
static const char __pyx_k_get_token_ids[] = "get_token_ids";
static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_d_state_vector[] = "d_state_vector";
static const char __pyx_k_unseen_classes[] = "unseen_classes";
static const char __pyx_k_ParserStepModel[] = "ParserStepModel";
static const char __pyx_k_View_MemoryView[] = "View.MemoryView";
static const char __pyx_k_allocate_buffer[] = "allocate_buffer";
static const char __pyx_k_backprop_maxout[] = "backprop_maxout";
static const char __pyx_k_class_is_unseen[] = "class_is_unseen";
static const char __pyx_k_dtype_is_object[] = "dtype_is_object";
static const char __pyx_k_get_cuda_stream[] = "get_cuda_stream";
static const char __pyx_k_mark_class_seen[] = "mark_class_seen";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_d_state_features[] = "d_state_features";
static const char __pyx_k_get_dropout_mask[] = "get_dropout_mask";
static const char __pyx_k_mark_class_unseen[] = "mark_class_unseen";
static const char __pyx_k_parser_step_model[] = "parser_step_model";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
static const char __pyx_k_relu_nonlinearity[] = "_relu_nonlinearity";
static const char __pyx_k_ParserStepModel_nO[] = "ParserStepModel.nO";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_d_state_vector_ids[] = "d_state_vector_ids";
static const char __pyx_k_precompute_hiddens[] = "precompute_hiddens";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_maxout_nonlinearity[] = "_maxout_nonlinearity";
static const char __pyx_k_backprop_parser_step[] = "backprop_parser_step";
static const char __pyx_k_call___locals_lambda[] = "__call__.<locals>.<lambda>";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_spacy_ml_parser_model[] = "spacy.ml.parser_model";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_ParserStepModel___init[] = "ParserStepModel.__init__";
static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static const char __pyx_k_spacy_ml_parser_model_pyx[] = "spacy\\ml\\parser_model.pyx";
static const char __pyx_k_step_forward_locals_lambda[] = "step_forward.<locals>.<lambda>";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_ParserStepModel_clear_memory[] = "ParserStepModel.clear_memory";
static const char __pyx_k_ParserStepModel_finish_steps[] = "ParserStepModel.finish_steps";
static const char __pyx_k_begin_update_locals_backward[] = "begin_update.<locals>.backward";
static const char __pyx_k_ParserStepModel_backprop_step[] = "ParserStepModel.backprop_step";
static const char __pyx_k_ParserStepModel_get_token_ids[] = "ParserStepModel.get_token_ids";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_pyx_unpickle_precompute_hidden[] = "__pyx_unpickle_precompute_hiddens";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_ParserStepModel_class_is_unseen[] = "ParserStepModel.class_is_unseen";
static const char __pyx_k_ParserStepModel_mark_class_seen[] = "ParserStepModel.mark_class_seen";
static const char __pyx_k_maxout_nonlinearity_locals_back[] = "_maxout_nonlinearity.<locals>.backprop_maxout";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
static const char __pyx_k_relu_nonlinearity_locals_backpr[] = "_relu_nonlinearity.<locals>.backprop_relu";
static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static const char __pyx_k_Cannot_assign_to_read_only_memor[] = "Cannot assign to read-only memoryview";
static const char __pyx_k_Cannot_create_writable_memory_vi[] = "Cannot create writable memory view from read-only memoryview";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0xde3a951, 0xdffe1f1, 0x28cc6e7) = (_bp_hiddens, _cached, _cuda_stream, _features, _is_synchronized, activation, bias, nF, nO, nP, numpy_ops, ops))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
static const char __pyx_k_ParserStepModel_mark_class_unsee[] = "ParserStepModel.mark_class_unseen";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)";
static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__";
static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
static const char __pyx_k_step_forward_locals_backprop_par[] = "step_forward.<locals>.backprop_parser_step";
static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_2[] = "Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))";
static PyObject *__pyx_n_s_ASCII;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_n_s_C;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_assign_to_read_only_memor;
static PyObject *__pyx_kp_s_Cannot_create_writable_memory_vi;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_n_s_CupyOps;
static PyObject *__pyx_n_s_E1033;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_n_s_Errors;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_2;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_Model;
static PyObject *__pyx_n_s_NUMPY_OPS;
static PyObject *__pyx_n_s_NumpyOps;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_ParserStepModel;
static PyObject *__pyx_n_s_ParserStepModel___init;
static PyObject *__pyx_n_s_ParserStepModel_backprop_step;
static PyObject *__pyx_n_s_ParserStepModel_class_is_unseen;
static PyObject *__pyx_n_s_ParserStepModel_clear_memory;
static PyObject *__pyx_n_s_ParserStepModel_finish_steps;
static PyObject *__pyx_n_s_ParserStepModel_get_token_ids;
static PyObject *__pyx_n_s_ParserStepModel_mark_class_seen;
static PyObject *__pyx_n_s_ParserStepModel_mark_class_unsee;
static PyObject *__pyx_n_s_ParserStepModel_nO;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_View_MemoryView;
static PyObject *__pyx_n_s_W;
static PyObject *__pyx_n_s_X;
static PyObject *__pyx_n_s__33;
static PyObject *__pyx_n_s_activation;
static PyObject *__pyx_n_s_alloc;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_append;
static PyObject *__pyx_n_s_asarray;
static PyObject *__pyx_n_s_attrs;
static PyObject *__pyx_n_s_b;
static PyObject *__pyx_n_s_backprop_maxout;
static PyObject *__pyx_n_s_backprop_parser_step;
static PyObject *__pyx_n_s_backprop_relu;
static PyObject *__pyx_n_s_backprop_step;
static PyObject *__pyx_n_s_backprops;
static PyObject *__pyx_n_s_backward;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_batch_size;
static PyObject *__pyx_n_s_begin_update;
static PyObject *__pyx_n_s_begin_update_locals_backward;
static PyObject *__pyx_n_s_bp_tokvecs;
static PyObject *__pyx_n_s_bp_vector;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_c_ids;
static PyObject *__pyx_n_s_call___locals_lambda;
static PyObject *__pyx_n_s_cblas;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_class_2;
static PyObject *__pyx_n_s_class_is_unseen;
static PyObject *__pyx_n_s_class_mask;
static PyObject *__pyx_n_s_clear_memory;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_cuda_stream;
static PyObject *__pyx_n_s_d_best;
static PyObject *__pyx_n_s_d_scores;
static PyObject *__pyx_n_s_d_state_features;
static PyObject *__pyx_n_s_d_state_vector;
static PyObject *__pyx_n_s_d_state_vector_ids;
static PyObject *__pyx_n_s_d_tokens;
static PyObject *__pyx_n_s_d_tokvecs;
static PyObject *__pyx_n_s_d_vector;
static PyObject *__pyx_n_s_dict;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_n_s_docs;
static PyObject *__pyx_n_s_dropout;
static PyObject *__pyx_n_s_dropout_rate;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_errors;
static PyObject *__pyx_n_s_f;
static PyObject *__pyx_n_s_fill;
static PyObject *__pyx_n_s_finish_steps;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_flatten;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_forward;
static PyObject *__pyx_n_s_get;
static PyObject *__pyx_n_s_get_async;
static PyObject *__pyx_n_s_get_cuda_stream;
static PyObject *__pyx_n_s_get_d_tokvecs;
static PyObject *__pyx_n_s_get_d_vector;
static PyObject *__pyx_n_s_get_dim;
static PyObject *__pyx_n_s_get_dropout_mask;
static PyObject *__pyx_n_s_get_param;
static PyObject *__pyx_n_s_get_token_ids;
static PyObject *__pyx_n_s_getstate;
static PyObject *__pyx_n_s_golds;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_has_dim;
static PyObject *__pyx_n_s_has_upper;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_ids;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_init;
static PyObject *__pyx_n_s_is_final;
static PyObject *__pyx_n_s_is_train;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_layers;
static PyObject *__pyx_n_s_lower_model;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_mark_class_seen;
static PyObject *__pyx_n_s_mark_class_unseen;
static PyObject *__pyx_n_s_mask;
static PyObject *__pyx_n_s_maxout;
static PyObject *__pyx_n_s_maxout_nonlinearity;
static PyObject *__pyx_n_s_maxout_nonlinearity_locals_back;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_metaclass;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_model;
static PyObject *__pyx_n_s_module;
static PyObject *__pyx_n_s_nF;
static PyObject *__pyx_n_s_nO;
static PyObject *__pyx_n_s_nP;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_nanmin;
static PyObject *__pyx_n_s_ndarray;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_kp_s_no_default___reduce___due_to_non;
static PyObject *__pyx_n_s_non_blocking;
static PyObject *__pyx_n_s_nonlinearity;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to;
static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor;
static PyObject *__pyx_n_s_numpy_random;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_ops;
static PyObject *__pyx_n_s_order;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_parser_step_model;
static PyObject *__pyx_n_s_pickle;
static PyObject *__pyx_n_s_precompute_hiddens;
static PyObject *__pyx_n_s_predict;
static PyObject *__pyx_n_s_prepare;
static PyObject *__pyx_n_s_property;
static PyObject *__pyx_n_s_pyx_PickleError;
static PyObject *__pyx_n_s_pyx_checksum;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_result;
static PyObject *__pyx_n_s_pyx_state;
static PyObject *__pyx_n_s_pyx_type;
static PyObject *__pyx_n_s_pyx_unpickle_Enum;
static PyObject *__pyx_n_s_pyx_unpickle_precompute_hidden;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_qualname;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_reduce_cython;
static PyObject *__pyx_n_s_reduce_ex;
static PyObject *__pyx_n_s_relu;
static PyObject *__pyx_n_s_relu_nonlinearity;
static PyObject *__pyx_n_s_relu_nonlinearity_locals_backpr;
static PyObject *__pyx_n_s_reshape;
static PyObject *__pyx_n_s_scatter_add;
static PyObject *__pyx_n_s_scores;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_n_s_setstate;
static PyObject *__pyx_n_s_setstate_cython;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_spacy_ml_parser_model;
static PyObject *__pyx_kp_s_spacy_ml_parser_model_pyx;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_state;
static PyObject *__pyx_n_s_state2vec;
static PyObject *__pyx_n_s_states;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_step_forward;
static PyObject *__pyx_n_s_step_forward_locals_backprop_par;
static PyObject *__pyx_n_s_step_forward_locals_lambda;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_n_s_stream;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_kp_s_stringsource;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_synchronize;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_thinc_api;
static PyObject *__pyx_n_s_token_ids;
static PyObject *__pyx_n_s_tokvecs;
static PyObject *__pyx_n_s_train;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_unseen_classes;
static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_s_util;
static PyObject *__pyx_n_s_value;
static PyObject *__pyx_n_s_vec2scores;
static PyObject *__pyx_n_s_vector;
static PyObject *__pyx_n_s_xp;
static PyObject *__pyx_n_s_zeros;
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_docs, PyObject *__pyx_v_layers, PyObject *__pyx_v_has_upper, PyObject *__pyx_v_unseen_classes, PyObject *__pyx_v_train, PyObject *__pyx_v_dropout); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_2clear_memory(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_4nO(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_6class_is_unseen(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_class_); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_8mark_class_unseen(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_class_); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_10mark_class_seen(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_class_); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_12get_token_ids(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_states); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_14backprop_step(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_token_ids, PyObject *__pyx_v_d_vector, PyObject *__pyx_v_get_d_tokvecs); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_15ParserStepModel_16finish_steps(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_golds); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_12step_forward_backprop_parser_step(PyObject *__pyx_self, PyObject *__pyx_v_d_scores); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d_scores); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_step_forward(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_model, PyObject *__pyx_v_states, PyObject *__pyx_v_is_train); /* proto */
static int __pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens___init__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_batch_size, PyObject *__pyx_v_tokvecs, PyObject *__pyx_v_lower_model, PyObject *__pyx_v_cuda_stream, PyObject *__pyx_v_activation, PyObject *__pyx_v_train); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_2has_dim(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_4get_dim(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_6set_dim(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_name, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_X); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_8__call__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_X, int __pyx_v_is_train); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_10predict(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_X); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_12begin_update_backward(PyObject *__pyx_self, PyObject *__pyx_v_d_state_vector_ids); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_12begin_update(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_token_ids); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_14_nonlinearity(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_state_vector); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_20_maxout_nonlinearity_backprop_maxout(PyObject *__pyx_self, PyObject *__pyx_v_d_best); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_16_maxout_nonlinearity(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_state_vector); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_18_relu_nonlinearity_backprop_relu(PyObject *__pyx_self, PyObject *__pyx_v_d_best); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_18_relu_nonlinearity(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_state_vector); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_2nF___get__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_2nO___get__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_2nP___get__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_3ops___get__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_3ops_2__set__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_3ops_4__del__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_9numpy_ops___get__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_9numpy_ops_2__set__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_9numpy_ops_4__del__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_20__reduce_cython__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_18precompute_hiddens_22__setstate_cython__(struct __pyx_obj_5spacy_2ml_12parser_model_precompute_hiddens *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_5spacy_2ml_12parser_model_2__pyx_unpickle_precompute_hiddens(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_tp_new_5spacy_2ml_12parser_model_precompute_hiddens(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_2ml_12parser_model___pyx_scope_struct__step_forward(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_2ml_12parser_model___pyx_scope_struct_1_begin_update(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_2ml_12parser_model___pyx_scope_struct_2__maxout_nonlinearity(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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/* Late includes */
/* "spacy/ml/parser_model.pyx":21
*
*
* cdef WeightsC get_c_weights(model) except *: # <<<<<<<<<<<<<<
* cdef WeightsC output
* cdef precompute_hiddens state2vec = model.state2vec
*/
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* output.feats = model.state2vec.get_dim("nF") # <<<<<<<<<<<<<<
* output.embed_width = model.tokvecs.shape[1]
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* output.pieces = model.state2vec.get_dim("nP")
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* return output # <<<<<<<<<<<<<<
*
*
*/
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goto __pyx_L0;
/* "spacy/ml/parser_model.pyx":41
*
*
* cdef SizesC get_c_sizes(model, int batch_size) except *: # <<<<<<<<<<<<<<
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* output.states = batch_size
*/
/* function exit code */
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/* "spacy/ml/parser_model.pyx":55
*
*
* cdef ActivationsC alloc_activations(SizesC n) nogil: # <<<<<<<<<<<<<<
* cdef ActivationsC A
* memset(&A, 0, sizeof(A))
*/
static struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC __pyx_f_5spacy_2ml_12parser_model_alloc_activations(struct __pyx_t_5spacy_2ml_12parser_model_SizesC __pyx_v_n) {
struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC __pyx_v_A;
struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC __pyx_r;
/* "spacy/ml/parser_model.pyx":57
* cdef ActivationsC alloc_activations(SizesC n) nogil:
* cdef ActivationsC A
* memset(&A, 0, sizeof(A)) # <<<<<<<<<<<<<<
* resize_activations(&A, n)
* return A
*/
(void)(memset((&__pyx_v_A), 0, (sizeof(__pyx_v_A))));
/* "spacy/ml/parser_model.pyx":58
* cdef ActivationsC A
* memset(&A, 0, sizeof(A))
* resize_activations(&A, n) # <<<<<<<<<<<<<<
* return A
*
*/
__pyx_f_5spacy_2ml_12parser_model_resize_activations((&__pyx_v_A), __pyx_v_n);
/* "spacy/ml/parser_model.pyx":59
* memset(&A, 0, sizeof(A))
* resize_activations(&A, n)
* return A # <<<<<<<<<<<<<<
*
*
*/
__pyx_r = __pyx_v_A;
goto __pyx_L0;
/* "spacy/ml/parser_model.pyx":55
*
*
* cdef ActivationsC alloc_activations(SizesC n) nogil: # <<<<<<<<<<<<<<
* cdef ActivationsC A
* memset(&A, 0, sizeof(A))
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "spacy/ml/parser_model.pyx":62
*
*
* cdef void free_activations(const ActivationsC* A) nogil: # <<<<<<<<<<<<<<
* free(A.token_ids)
* free(A.scores)
*/
static void __pyx_f_5spacy_2ml_12parser_model_free_activations(struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC const *__pyx_v_A) {
/* "spacy/ml/parser_model.pyx":63
*
* cdef void free_activations(const ActivationsC* A) nogil:
* free(A.token_ids) # <<<<<<<<<<<<<<
* free(A.scores)
* free(A.unmaxed)
*/
free(__pyx_v_A->token_ids);
/* "spacy/ml/parser_model.pyx":64
* cdef void free_activations(const ActivationsC* A) nogil:
* free(A.token_ids)
* free(A.scores) # <<<<<<<<<<<<<<
* free(A.unmaxed)
* free(A.hiddens)
*/
free(__pyx_v_A->scores);
/* "spacy/ml/parser_model.pyx":65
* free(A.token_ids)
* free(A.scores)
* free(A.unmaxed) # <<<<<<<<<<<<<<
* free(A.hiddens)
* free(A.is_valid)
*/
free(__pyx_v_A->unmaxed);
/* "spacy/ml/parser_model.pyx":66
* free(A.scores)
* free(A.unmaxed)
* free(A.hiddens) # <<<<<<<<<<<<<<
* free(A.is_valid)
*
*/
free(__pyx_v_A->hiddens);
/* "spacy/ml/parser_model.pyx":67
* free(A.unmaxed)
* free(A.hiddens)
* free(A.is_valid) # <<<<<<<<<<<<<<
*
*
*/
free(__pyx_v_A->is_valid);
/* "spacy/ml/parser_model.pyx":62
*
*
* cdef void free_activations(const ActivationsC* A) nogil: # <<<<<<<<<<<<<<
* free(A.token_ids)
* free(A.scores)
*/
/* function exit code */
}
/* "spacy/ml/parser_model.pyx":70
*
*
* cdef void resize_activations(ActivationsC* A, SizesC n) nogil: # <<<<<<<<<<<<<<
* if n.states <= A._max_size:
* A._curr_size = n.states
*/
static void __pyx_f_5spacy_2ml_12parser_model_resize_activations(struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC *__pyx_v_A, struct __pyx_t_5spacy_2ml_12parser_model_SizesC __pyx_v_n) {
int __pyx_t_1;
int __pyx_t_2;
/* "spacy/ml/parser_model.pyx":71
*
* cdef void resize_activations(ActivationsC* A, SizesC n) nogil:
* if n.states <= A._max_size: # <<<<<<<<<<<<<<
* A._curr_size = n.states
* return
*/
__pyx_t_1 = ((__pyx_v_n.states <= __pyx_v_A->_max_size) != 0);
if (__pyx_t_1) {
/* "spacy/ml/parser_model.pyx":72
* cdef void resize_activations(ActivationsC* A, SizesC n) nogil:
* if n.states <= A._max_size:
* A._curr_size = n.states # <<<<<<<<<<<<<<
* return
* if A._max_size == 0:
*/
__pyx_t_2 = __pyx_v_n.states;
__pyx_v_A->_curr_size = __pyx_t_2;
/* "spacy/ml/parser_model.pyx":73
* if n.states <= A._max_size:
* A._curr_size = n.states
* return # <<<<<<<<<<<<<<
* if A._max_size == 0:
* A.token_ids = <int*>calloc(n.states * n.feats, sizeof(A.token_ids[0]))
*/
goto __pyx_L0;
/* "spacy/ml/parser_model.pyx":71
*
* cdef void resize_activations(ActivationsC* A, SizesC n) nogil:
* if n.states <= A._max_size: # <<<<<<<<<<<<<<
* A._curr_size = n.states
* return
*/
}
/* "spacy/ml/parser_model.pyx":74
* A._curr_size = n.states
* return
* if A._max_size == 0: # <<<<<<<<<<<<<<
* A.token_ids = <int*>calloc(n.states * n.feats, sizeof(A.token_ids[0]))
* A.scores = <float*>calloc(n.states * n.classes, sizeof(A.scores[0]))
*/
__pyx_t_1 = ((__pyx_v_A->_max_size == 0) != 0);
if (__pyx_t_1) {
/* "spacy/ml/parser_model.pyx":75
* return
* if A._max_size == 0:
* A.token_ids = <int*>calloc(n.states * n.feats, sizeof(A.token_ids[0])) # <<<<<<<<<<<<<<
* A.scores = <float*>calloc(n.states * n.classes, sizeof(A.scores[0]))
* A.unmaxed = <float*>calloc(n.states * n.hiddens * n.pieces, sizeof(A.unmaxed[0]))
*/
__pyx_v_A->token_ids = ((int *)calloc((__pyx_v_n.states * __pyx_v_n.feats), (sizeof((__pyx_v_A->token_ids[0])))));
/* "spacy/ml/parser_model.pyx":76
* if A._max_size == 0:
* A.token_ids = <int*>calloc(n.states * n.feats, sizeof(A.token_ids[0]))
* A.scores = <float*>calloc(n.states * n.classes, sizeof(A.scores[0])) # <<<<<<<<<<<<<<
* A.unmaxed = <float*>calloc(n.states * n.hiddens * n.pieces, sizeof(A.unmaxed[0]))
* A.hiddens = <float*>calloc(n.states * n.hiddens, sizeof(A.hiddens[0]))
*/
__pyx_v_A->scores = ((float *)calloc((__pyx_v_n.states * __pyx_v_n.classes), (sizeof((__pyx_v_A->scores[0])))));
/* "spacy/ml/parser_model.pyx":77
* A.token_ids = <int*>calloc(n.states * n.feats, sizeof(A.token_ids[0]))
* A.scores = <float*>calloc(n.states * n.classes, sizeof(A.scores[0]))
* A.unmaxed = <float*>calloc(n.states * n.hiddens * n.pieces, sizeof(A.unmaxed[0])) # <<<<<<<<<<<<<<
* A.hiddens = <float*>calloc(n.states * n.hiddens, sizeof(A.hiddens[0]))
* A.is_valid = <int*>calloc(n.states * n.classes, sizeof(A.is_valid[0]))
*/
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/* "spacy/ml/parser_model.pyx":78
* A.scores = <float*>calloc(n.states * n.classes, sizeof(A.scores[0]))
* A.unmaxed = <float*>calloc(n.states * n.hiddens * n.pieces, sizeof(A.unmaxed[0]))
* A.hiddens = <float*>calloc(n.states * n.hiddens, sizeof(A.hiddens[0])) # <<<<<<<<<<<<<<
* A.is_valid = <int*>calloc(n.states * n.classes, sizeof(A.is_valid[0]))
* A._max_size = n.states
*/
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/* "spacy/ml/parser_model.pyx":79
* A.unmaxed = <float*>calloc(n.states * n.hiddens * n.pieces, sizeof(A.unmaxed[0]))
* A.hiddens = <float*>calloc(n.states * n.hiddens, sizeof(A.hiddens[0]))
* A.is_valid = <int*>calloc(n.states * n.classes, sizeof(A.is_valid[0])) # <<<<<<<<<<<<<<
* A._max_size = n.states
* else:
*/
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/* "spacy/ml/parser_model.pyx":80
* A.hiddens = <float*>calloc(n.states * n.hiddens, sizeof(A.hiddens[0]))
* A.is_valid = <int*>calloc(n.states * n.classes, sizeof(A.is_valid[0]))
* A._max_size = n.states # <<<<<<<<<<<<<<
* else:
* A.token_ids = <int*>realloc(
*/
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/* "spacy/ml/parser_model.pyx":74
* A._curr_size = n.states
* return
* if A._max_size == 0: # <<<<<<<<<<<<<<
* A.token_ids = <int*>calloc(n.states * n.feats, sizeof(A.token_ids[0]))
* A.scores = <float*>calloc(n.states * n.classes, sizeof(A.scores[0]))
*/
goto __pyx_L4;
}
/* "spacy/ml/parser_model.pyx":82
* A._max_size = n.states
* else:
* A.token_ids = <int*>realloc( # <<<<<<<<<<<<<<
* A.token_ids, n.states * n.feats * sizeof(A.token_ids[0])
* )
*/
/*else*/ {
/* "spacy/ml/parser_model.pyx":83
* else:
* A.token_ids = <int*>realloc(
* A.token_ids, n.states * n.feats * sizeof(A.token_ids[0]) # <<<<<<<<<<<<<<
* )
* A.scores = <float*>realloc(
*/
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/* "spacy/ml/parser_model.pyx":85
* A.token_ids, n.states * n.feats * sizeof(A.token_ids[0])
* )
* A.scores = <float*>realloc( # <<<<<<<<<<<<<<
* A.scores, n.states * n.classes * sizeof(A.scores[0])
* )
*/
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/* "spacy/ml/parser_model.pyx":88
* A.scores, n.states * n.classes * sizeof(A.scores[0])
* )
* A.unmaxed = <float*>realloc( # <<<<<<<<<<<<<<
* A.unmaxed, n.states * n.hiddens * n.pieces * sizeof(A.unmaxed[0])
* )
*/
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/* "spacy/ml/parser_model.pyx":91
* A.unmaxed, n.states * n.hiddens * n.pieces * sizeof(A.unmaxed[0])
* )
* A.hiddens = <float*>realloc( # <<<<<<<<<<<<<<
* A.hiddens, n.states * n.hiddens * sizeof(A.hiddens[0])
* )
*/
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/* "spacy/ml/parser_model.pyx":94
* A.hiddens, n.states * n.hiddens * sizeof(A.hiddens[0])
* )
* A.is_valid = <int*>realloc( # <<<<<<<<<<<<<<
* A.is_valid, n.states * n.classes * sizeof(A.is_valid[0])
* )
*/
__pyx_v_A->is_valid = ((int *)realloc(__pyx_v_A->is_valid, ((__pyx_v_n.states * __pyx_v_n.classes) * (sizeof((__pyx_v_A->is_valid[0]))))));
/* "spacy/ml/parser_model.pyx":97
* A.is_valid, n.states * n.classes * sizeof(A.is_valid[0])
* )
* A._max_size = n.states # <<<<<<<<<<<<<<
* A._curr_size = n.states
*
*/
__pyx_t_2 = __pyx_v_n.states;
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}
__pyx_L4:;
/* "spacy/ml/parser_model.pyx":98
* )
* A._max_size = n.states
* A._curr_size = n.states # <<<<<<<<<<<<<<
*
*
*/
__pyx_t_2 = __pyx_v_n.states;
__pyx_v_A->_curr_size = __pyx_t_2;
/* "spacy/ml/parser_model.pyx":70
*
*
* cdef void resize_activations(ActivationsC* A, SizesC n) nogil: # <<<<<<<<<<<<<<
* if n.states <= A._max_size:
* A._curr_size = n.states
*/
/* function exit code */
__pyx_L0:;
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/* "spacy/ml/parser_model.pyx":101
*
*
* cdef void predict_states( # <<<<<<<<<<<<<<
* CBlas cblas, ActivationsC* A, StateC** states, const WeightsC* W, SizesC n
* ) nogil:
*/
static void __pyx_f_5spacy_2ml_12parser_model_predict_states(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *__pyx_v_cblas, struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC *__pyx_v_A, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC **__pyx_v_states, struct __pyx_t_5spacy_2ml_12parser_model_WeightsC const *__pyx_v_W, struct __pyx_t_5spacy_2ml_12parser_model_SizesC __pyx_v_n) {
long __pyx_v_i;
int __pyx_v_j;
long __pyx_v_index;
int __pyx_v_which;
double __pyx_v_min_;
int __pyx_t_1;
int __pyx_t_2;
long __pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
int __pyx_t_6;
int __pyx_t_7;
/* "spacy/ml/parser_model.pyx":104
* CBlas cblas, ActivationsC* A, StateC** states, const WeightsC* W, SizesC n
* ) nogil:
* resize_activations(A, n) # <<<<<<<<<<<<<<
* for i in range(n.states):
* states[i].set_context_tokens(&A.token_ids[i*n.feats], n.feats)
*/
__pyx_f_5spacy_2ml_12parser_model_resize_activations(__pyx_v_A, __pyx_v_n);
/* "spacy/ml/parser_model.pyx":105
* ) nogil:
* resize_activations(A, n)
* for i in range(n.states): # <<<<<<<<<<<<<<
* states[i].set_context_tokens(&A.token_ids[i*n.feats], n.feats)
* memset(A.unmaxed, 0, n.states * n.hiddens * n.pieces * sizeof(float))
*/
__pyx_t_1 = __pyx_v_n.states;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "spacy/ml/parser_model.pyx":106
* resize_activations(A, n)
* for i in range(n.states):
* states[i].set_context_tokens(&A.token_ids[i*n.feats], n.feats) # <<<<<<<<<<<<<<
* memset(A.unmaxed, 0, n.states * n.hiddens * n.pieces * sizeof(float))
* memset(A.hiddens, 0, n.states * n.hiddens * sizeof(float))
*/
(__pyx_v_states[__pyx_v_i])->set_context_tokens((&(__pyx_v_A->token_ids[(__pyx_v_i * __pyx_v_n.feats)])), __pyx_v_n.feats);
}
/* "spacy/ml/parser_model.pyx":107
* for i in range(n.states):
* states[i].set_context_tokens(&A.token_ids[i*n.feats], n.feats)
* memset(A.unmaxed, 0, n.states * n.hiddens * n.pieces * sizeof(float)) # <<<<<<<<<<<<<<
* memset(A.hiddens, 0, n.states * n.hiddens * sizeof(float))
* sum_state_features(
*/
(void)(memset(__pyx_v_A->unmaxed, 0, (((__pyx_v_n.states * __pyx_v_n.hiddens) * __pyx_v_n.pieces) * (sizeof(float)))));
/* "spacy/ml/parser_model.pyx":108
* states[i].set_context_tokens(&A.token_ids[i*n.feats], n.feats)
* memset(A.unmaxed, 0, n.states * n.hiddens * n.pieces * sizeof(float))
* memset(A.hiddens, 0, n.states * n.hiddens * sizeof(float)) # <<<<<<<<<<<<<<
* sum_state_features(
* cblas,
*/
(void)(memset(__pyx_v_A->hiddens, 0, ((__pyx_v_n.states * __pyx_v_n.hiddens) * (sizeof(float)))));
/* "spacy/ml/parser_model.pyx":109
* memset(A.unmaxed, 0, n.states * n.hiddens * n.pieces * sizeof(float))
* memset(A.hiddens, 0, n.states * n.hiddens * sizeof(float))
* sum_state_features( # <<<<<<<<<<<<<<
* cblas,
* A.unmaxed,
*/
__pyx_f_5spacy_2ml_12parser_model_sum_state_features(__pyx_v_cblas, __pyx_v_A->unmaxed, __pyx_v_W->feat_weights, __pyx_v_A->token_ids, __pyx_v_n.states, __pyx_v_n.feats, (__pyx_v_n.hiddens * __pyx_v_n.pieces));
/* "spacy/ml/parser_model.pyx":118
* n.hiddens * n.pieces
* )
* for i in range(n.states): # <<<<<<<<<<<<<<
* VecVec.add_i(
* &A.unmaxed[i*n.hiddens*n.pieces],
*/
__pyx_t_1 = __pyx_v_n.states;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "spacy/ml/parser_model.pyx":119
* )
* for i in range(n.states):
* VecVec.add_i( # <<<<<<<<<<<<<<
* &A.unmaxed[i*n.hiddens*n.pieces],
* W.feat_bias, 1.,
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_add_i((&(__pyx_v_A->unmaxed[((__pyx_v_i * __pyx_v_n.hiddens) * __pyx_v_n.pieces)])), __pyx_v_W->feat_bias, 1., (__pyx_v_n.hiddens * __pyx_v_n.pieces));
/* "spacy/ml/parser_model.pyx":124
* n.hiddens * n.pieces
* )
* for j in range(n.hiddens): # <<<<<<<<<<<<<<
* index = i * n.hiddens * n.pieces + j * n.pieces
* which = Vec.arg_max(&A.unmaxed[index], n.pieces)
*/
__pyx_t_4 = __pyx_v_n.hiddens;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* "spacy/ml/parser_model.pyx":125
* )
* for j in range(n.hiddens):
* index = i * n.hiddens * n.pieces + j * n.pieces # <<<<<<<<<<<<<<
* which = Vec.arg_max(&A.unmaxed[index], n.pieces)
* A.hiddens[i*n.hiddens + j] = A.unmaxed[index + which]
*/
__pyx_v_index = (((__pyx_v_i * __pyx_v_n.hiddens) * __pyx_v_n.pieces) + (__pyx_v_j * __pyx_v_n.pieces));
/* "spacy/ml/parser_model.pyx":126
* for j in range(n.hiddens):
* index = i * n.hiddens * n.pieces + j * n.pieces
* which = Vec.arg_max(&A.unmaxed[index], n.pieces) # <<<<<<<<<<<<<<
* A.hiddens[i*n.hiddens + j] = A.unmaxed[index + which]
* memset(A.scores, 0, n.states * n.classes * sizeof(float))
*/
__pyx_v_which = __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max((&(__pyx_v_A->unmaxed[__pyx_v_index])), __pyx_v_n.pieces);
/* "spacy/ml/parser_model.pyx":127
* index = i * n.hiddens * n.pieces + j * n.pieces
* which = Vec.arg_max(&A.unmaxed[index], n.pieces)
* A.hiddens[i*n.hiddens + j] = A.unmaxed[index + which] # <<<<<<<<<<<<<<
* memset(A.scores, 0, n.states * n.classes * sizeof(float))
* if W.hidden_weights == NULL:
*/
(__pyx_v_A->hiddens[((__pyx_v_i * __pyx_v_n.hiddens) + __pyx_v_j)]) = (__pyx_v_A->unmaxed[(__pyx_v_index + __pyx_v_which)]);
}
}
/* "spacy/ml/parser_model.pyx":128
* which = Vec.arg_max(&A.unmaxed[index], n.pieces)
* A.hiddens[i*n.hiddens + j] = A.unmaxed[index + which]
* memset(A.scores, 0, n.states * n.classes * sizeof(float)) # <<<<<<<<<<<<<<
* if W.hidden_weights == NULL:
* memcpy(A.scores, A.hiddens, n.states * n.classes * sizeof(float))
*/
(void)(memset(__pyx_v_A->scores, 0, ((__pyx_v_n.states * __pyx_v_n.classes) * (sizeof(float)))));
/* "spacy/ml/parser_model.pyx":129
* A.hiddens[i*n.hiddens + j] = A.unmaxed[index + which]
* memset(A.scores, 0, n.states * n.classes * sizeof(float))
* if W.hidden_weights == NULL: # <<<<<<<<<<<<<<
* memcpy(A.scores, A.hiddens, n.states * n.classes * sizeof(float))
* else:
*/
__pyx_t_7 = ((__pyx_v_W->hidden_weights == NULL) != 0);
if (__pyx_t_7) {
/* "spacy/ml/parser_model.pyx":130
* memset(A.scores, 0, n.states * n.classes * sizeof(float))
* if W.hidden_weights == NULL:
* memcpy(A.scores, A.hiddens, n.states * n.classes * sizeof(float)) # <<<<<<<<<<<<<<
* else:
* # Compute hidden-to-output
*/
(void)(memcpy(__pyx_v_A->scores, __pyx_v_A->hiddens, ((__pyx_v_n.states * __pyx_v_n.classes) * (sizeof(float)))));
/* "spacy/ml/parser_model.pyx":129
* A.hiddens[i*n.hiddens + j] = A.unmaxed[index + which]
* memset(A.scores, 0, n.states * n.classes * sizeof(float))
* if W.hidden_weights == NULL: # <<<<<<<<<<<<<<
* memcpy(A.scores, A.hiddens, n.states * n.classes * sizeof(float))
* else:
*/
goto __pyx_L9;
}
/* "spacy/ml/parser_model.pyx":133
* else:
* # Compute hidden-to-output
* sgemm(cblas)( # <<<<<<<<<<<<<<
* False, True, n.states, n.classes, n.hiddens,
* 1.0, <const float *>A.hiddens, n.hiddens,
*/
/*else*/ {
/* "spacy/ml/parser_model.pyx":137
* 1.0, <const float *>A.hiddens, n.hiddens,
* <const float *>W.hidden_weights, n.hiddens,
* 0.0, A.scores, n.classes # <<<<<<<<<<<<<<
* )
* # Add bias
*/
__pyx_f_5thinc_8backends_5cblas_sgemm(__pyx_v_cblas)(0, 1, __pyx_v_n.states, __pyx_v_n.classes, __pyx_v_n.hiddens, 1.0, ((float const *)__pyx_v_A->hiddens), __pyx_v_n.hiddens, ((float const *)__pyx_v_W->hidden_weights), __pyx_v_n.hiddens, 0.0, __pyx_v_A->scores, __pyx_v_n.classes);
/* "spacy/ml/parser_model.pyx":140
* )
* # Add bias
* for i in range(n.states): # <<<<<<<<<<<<<<
* VecVec.add_i(&A.scores[i*n.classes], W.hidden_bias, 1., n.classes)
* # Set unseen classes to minimum value
*/
__pyx_t_1 = __pyx_v_n.states;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "spacy/ml/parser_model.pyx":141
* # Add bias
* for i in range(n.states):
* VecVec.add_i(&A.scores[i*n.classes], W.hidden_bias, 1., n.classes) # <<<<<<<<<<<<<<
* # Set unseen classes to minimum value
* i = 0
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_add_i((&(__pyx_v_A->scores[(__pyx_v_i * __pyx_v_n.classes)])), __pyx_v_W->hidden_bias, 1., __pyx_v_n.classes);
}
}
__pyx_L9:;
/* "spacy/ml/parser_model.pyx":143
* VecVec.add_i(&A.scores[i*n.classes], W.hidden_bias, 1., n.classes)
* # Set unseen classes to minimum value
* i = 0 # <<<<<<<<<<<<<<
* min_ = A.scores[0]
* for i in range(1, n.states * n.classes):
*/
__pyx_v_i = 0;
/* "spacy/ml/parser_model.pyx":144
* # Set unseen classes to minimum value
* i = 0
* min_ = A.scores[0] # <<<<<<<<<<<<<<
* for i in range(1, n.states * n.classes):
* if A.scores[i] < min_:
*/
__pyx_v_min_ = (__pyx_v_A->scores[0]);
/* "spacy/ml/parser_model.pyx":145
* i = 0
* min_ = A.scores[0]
* for i in range(1, n.states * n.classes): # <<<<<<<<<<<<<<
* if A.scores[i] < min_:
* min_ = A.scores[i]
*/
__pyx_t_1 = (__pyx_v_n.states * __pyx_v_n.classes);
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 1; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "spacy/ml/parser_model.pyx":146
* min_ = A.scores[0]
* for i in range(1, n.states * n.classes):
* if A.scores[i] < min_: # <<<<<<<<<<<<<<
* min_ = A.scores[i]
* for i in range(n.states):
*/
__pyx_t_7 = (((__pyx_v_A->scores[__pyx_v_i]) < __pyx_v_min_) != 0);
if (__pyx_t_7) {
/* "spacy/ml/parser_model.pyx":147
* for i in range(1, n.states * n.classes):
* if A.scores[i] < min_:
* min_ = A.scores[i] # <<<<<<<<<<<<<<
* for i in range(n.states):
* for j in range(n.classes):
*/
__pyx_v_min_ = (__pyx_v_A->scores[__pyx_v_i]);
/* "spacy/ml/parser_model.pyx":146
* min_ = A.scores[0]
* for i in range(1, n.states * n.classes):
* if A.scores[i] < min_: # <<<<<<<<<<<<<<
* min_ = A.scores[i]
* for i in range(n.states):
*/
}
}
/* "spacy/ml/parser_model.pyx":148
* if A.scores[i] < min_:
* min_ = A.scores[i]
* for i in range(n.states): # <<<<<<<<<<<<<<
* for j in range(n.classes):
* if not W.seen_classes[j]:
*/
__pyx_t_1 = __pyx_v_n.states;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "spacy/ml/parser_model.pyx":149
* min_ = A.scores[i]
* for i in range(n.states):
* for j in range(n.classes): # <<<<<<<<<<<<<<
* if not W.seen_classes[j]:
* A.scores[i*n.classes+j] = min_
*/
__pyx_t_4 = __pyx_v_n.classes;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_j = __pyx_t_6;
/* "spacy/ml/parser_model.pyx":150
* for i in range(n.states):
* for j in range(n.classes):
* if not W.seen_classes[j]: # <<<<<<<<<<<<<<
* A.scores[i*n.classes+j] = min_
*
*/
__pyx_t_7 = ((!((__pyx_v_W->seen_classes[__pyx_v_j]) != 0)) != 0);
if (__pyx_t_7) {
/* "spacy/ml/parser_model.pyx":151
* for j in range(n.classes):
* if not W.seen_classes[j]:
* A.scores[i*n.classes+j] = min_ # <<<<<<<<<<<<<<
*
*
*/
(__pyx_v_A->scores[((__pyx_v_i * __pyx_v_n.classes) + __pyx_v_j)]) = __pyx_v_min_;
/* "spacy/ml/parser_model.pyx":150
* for i in range(n.states):
* for j in range(n.classes):
* if not W.seen_classes[j]: # <<<<<<<<<<<<<<
* A.scores[i*n.classes+j] = min_
*
*/
}
}
}
/* "spacy/ml/parser_model.pyx":101
*
*
* cdef void predict_states( # <<<<<<<<<<<<<<
* CBlas cblas, ActivationsC* A, StateC** states, const WeightsC* W, SizesC n
* ) nogil:
*/
/* function exit code */
}
/* "spacy/ml/parser_model.pyx":154
*
*
* cdef void sum_state_features( # <<<<<<<<<<<<<<
* CBlas cblas,
* float* output,
*/
static void __pyx_f_5spacy_2ml_12parser_model_sum_state_features(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *__pyx_v_cblas, float *__pyx_v_output, float const *__pyx_v_cached, int const *__pyx_v_token_ids, int __pyx_v_B, int __pyx_v_F, int __pyx_v_O) {
int __pyx_v_idx;
int __pyx_v_b;
int __pyx_v_f;
float const *__pyx_v_feature;
float const *__pyx_v_padding;
int __pyx_v_id_stride;
float __pyx_v_one;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
int __pyx_t_6;
int __pyx_t_7;
/* "spacy/ml/parser_model.pyx":165
* cdef int idx, b, f
* cdef const float* feature
* padding = cached # <<<<<<<<<<<<<<
* cached += F * O
* cdef int id_stride = F*O
*/
__pyx_v_padding = __pyx_v_cached;
/* "spacy/ml/parser_model.pyx":166
* cdef const float* feature
* padding = cached
* cached += F * O # <<<<<<<<<<<<<<
* cdef int id_stride = F*O
* cdef float one = 1.
*/
__pyx_v_cached = (__pyx_v_cached + (__pyx_v_F * __pyx_v_O));
/* "spacy/ml/parser_model.pyx":167
* padding = cached
* cached += F * O
* cdef int id_stride = F*O # <<<<<<<<<<<<<<
* cdef float one = 1.
* for b in range(B):
*/
__pyx_v_id_stride = (__pyx_v_F * __pyx_v_O);
/* "spacy/ml/parser_model.pyx":168
* cached += F * O
* cdef int id_stride = F*O
* cdef float one = 1. # <<<<<<<<<<<<<<
* for b in range(B):
* for f in range(F):
*/
__pyx_v_one = 1.;
/* "spacy/ml/parser_model.pyx":169
* cdef int id_stride = F*O
* cdef float one = 1.
* for b in range(B): # <<<<<<<<<<<<<<
* for f in range(F):
* if token_ids[f] < 0:
*/
__pyx_t_1 = __pyx_v_B;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_b = __pyx_t_3;
/* "spacy/ml/parser_model.pyx":170
* cdef float one = 1.
* for b in range(B):
* for f in range(F): # <<<<<<<<<<<<<<
* if token_ids[f] < 0:
* feature = &padding[f*O]
*/
__pyx_t_4 = __pyx_v_F;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_f = __pyx_t_6;
/* "spacy/ml/parser_model.pyx":171
* for b in range(B):
* for f in range(F):
* if token_ids[f] < 0: # <<<<<<<<<<<<<<
* feature = &padding[f*O]
* else:
*/
__pyx_t_7 = (((__pyx_v_token_ids[__pyx_v_f]) < 0) != 0);
if (__pyx_t_7) {
/* "spacy/ml/parser_model.pyx":172
* for f in range(F):
* if token_ids[f] < 0:
* feature = &padding[f*O] # <<<<<<<<<<<<<<
* else:
* idx = token_ids[f] * id_stride + f*O
*/
__pyx_v_feature = (&(__pyx_v_padding[(__pyx_v_f * __pyx_v_O)]));
/* "spacy/ml/parser_model.pyx":171
* for b in range(B):
* for f in range(F):
* if token_ids[f] < 0: # <<<<<<<<<<<<<<
* feature = &padding[f*O]
* else:
*/
goto __pyx_L7;
}
/* "spacy/ml/parser_model.pyx":174
* feature = &padding[f*O]
* else:
* idx = token_ids[f] * id_stride + f*O # <<<<<<<<<<<<<<
* feature = &cached[idx]
* saxpy(cblas)(O, one, <const float*>feature, 1, &output[b*O], 1)
*/
/*else*/ {
__pyx_v_idx = (((__pyx_v_token_ids[__pyx_v_f]) * __pyx_v_id_stride) + (__pyx_v_f * __pyx_v_O));
/* "spacy/ml/parser_model.pyx":175
* else:
* idx = token_ids[f] * id_stride + f*O
* feature = &cached[idx] # <<<<<<<<<<<<<<
* saxpy(cblas)(O, one, <const float*>feature, 1, &output[b*O], 1)
* token_ids += F
*/
__pyx_v_feature = (&(__pyx_v_cached[__pyx_v_idx]));
}
__pyx_L7:;
/* "spacy/ml/parser_model.pyx":176
* idx = token_ids[f] * id_stride + f*O
* feature = &cached[idx]
* saxpy(cblas)(O, one, <const float*>feature, 1, &output[b*O], 1) # <<<<<<<<<<<<<<
* token_ids += F
*
*/
__pyx_f_5thinc_8backends_5cblas_saxpy(__pyx_v_cblas)(__pyx_v_O, __pyx_v_one, ((float const *)__pyx_v_feature), 1, (&(__pyx_v_output[(__pyx_v_b * __pyx_v_O)])), 1);
}
/* "spacy/ml/parser_model.pyx":177
* feature = &cached[idx]
* saxpy(cblas)(O, one, <const float*>feature, 1, &output[b*O], 1)
* token_ids += F # <<<<<<<<<<<<<<
*
*
*/
__pyx_v_token_ids = (__pyx_v_token_ids + __pyx_v_F);
}
/* "spacy/ml/parser_model.pyx":154
*
*
* cdef void sum_state_features( # <<<<<<<<<<<<<<
* CBlas cblas,
* float* output,
*/
/* function exit code */
}
/* "spacy/ml/parser_model.pyx":180
*
*
* cdef void cpu_log_loss( # <<<<<<<<<<<<<<
* float* d_scores,
* const float* costs,
*/
static void __pyx_f_5spacy_2ml_12parser_model_cpu_log_loss(float *__pyx_v_d_scores, float const *__pyx_v_costs, int const *__pyx_v_is_valid, float const *__pyx_v_scores, int __pyx_v_O) {
double __pyx_v_max_;
double __pyx_v_gmax;
double __pyx_v_Z;
double __pyx_v_gZ;
int __pyx_v_best;
int __pyx_v_guess;
int __pyx_v_i;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
/* "spacy/ml/parser_model.pyx":189
* """Do multi-label log loss"""
* cdef double max_, gmax, Z, gZ
* best = arg_max_if_gold(scores, costs, is_valid, O) # <<<<<<<<<<<<<<
* guess = Vec.arg_max(scores, O)
* if best == -1 or guess == -1:
*/
__pyx_v_best = __pyx_f_5spacy_2ml_12parser_model_arg_max_if_gold(__pyx_v_scores, __pyx_v_costs, __pyx_v_is_valid, __pyx_v_O);
/* "spacy/ml/parser_model.pyx":190
* cdef double max_, gmax, Z, gZ
* best = arg_max_if_gold(scores, costs, is_valid, O)
* guess = Vec.arg_max(scores, O) # <<<<<<<<<<<<<<
* if best == -1 or guess == -1:
* # These shouldn't happen, but if they do, we want to make sure we don't
*/
__pyx_v_guess = __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_v_scores, __pyx_v_O);
/* "spacy/ml/parser_model.pyx":191
* best = arg_max_if_gold(scores, costs, is_valid, O)
* guess = Vec.arg_max(scores, O)
* if best == -1 or guess == -1: # <<<<<<<<<<<<<<
* # These shouldn't happen, but if they do, we want to make sure we don't
* # cause an OOB access.
*/
__pyx_t_2 = ((__pyx_v_best == -1L) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L4_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_guess == -1L) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L4_bool_binop_done:;
if (__pyx_t_1) {
/* "spacy/ml/parser_model.pyx":194
* # These shouldn't happen, but if they do, we want to make sure we don't
* # cause an OOB access.
* return # <<<<<<<<<<<<<<
* Z = 1e-10
* gZ = 1e-10
*/
goto __pyx_L0;
/* "spacy/ml/parser_model.pyx":191
* best = arg_max_if_gold(scores, costs, is_valid, O)
* guess = Vec.arg_max(scores, O)
* if best == -1 or guess == -1: # <<<<<<<<<<<<<<
* # These shouldn't happen, but if they do, we want to make sure we don't
* # cause an OOB access.
*/
}
/* "spacy/ml/parser_model.pyx":195
* # cause an OOB access.
* return
* Z = 1e-10 # <<<<<<<<<<<<<<
* gZ = 1e-10
* max_ = scores[guess]
*/
__pyx_v_Z = 1e-10;
/* "spacy/ml/parser_model.pyx":196
* return
* Z = 1e-10
* gZ = 1e-10 # <<<<<<<<<<<<<<
* max_ = scores[guess]
* gmax = scores[best]
*/
__pyx_v_gZ = 1e-10;
/* "spacy/ml/parser_model.pyx":197
* Z = 1e-10
* gZ = 1e-10
* max_ = scores[guess] # <<<<<<<<<<<<<<
* gmax = scores[best]
* for i in range(O):
*/
__pyx_v_max_ = (__pyx_v_scores[__pyx_v_guess]);
/* "spacy/ml/parser_model.pyx":198
* gZ = 1e-10
* max_ = scores[guess]
* gmax = scores[best] # <<<<<<<<<<<<<<
* for i in range(O):
* Z += exp(scores[i] - max_)
*/
__pyx_v_gmax = (__pyx_v_scores[__pyx_v_best]);
/* "spacy/ml/parser_model.pyx":199
* max_ = scores[guess]
* gmax = scores[best]
* for i in range(O): # <<<<<<<<<<<<<<
* Z += exp(scores[i] - max_)
* if costs[i] <= costs[best]:
*/
__pyx_t_3 = __pyx_v_O;
__pyx_t_4 = __pyx_t_3;
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
__pyx_v_i = __pyx_t_5;
/* "spacy/ml/parser_model.pyx":200
* gmax = scores[best]
* for i in range(O):
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/* "lexeme.pxd":53
* elif name == SUFFIX:
* lex.suffix = value
* elif name == LANG: # <<<<<<<<<<<<<<
* lex.lang = value
*
*/
__pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_LANG) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":54
* lex.suffix = value
* elif name == LANG:
* lex.lang = value # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_v_lex->lang = __pyx_v_value;
/* "lexeme.pxd":53
* elif name == SUFFIX:
* lex.suffix = value
* elif name == LANG: # <<<<<<<<<<<<<<
* lex.lang = value
*
*/
}
__pyx_L3:;
/* "lexeme.pxd":38
*
* @staticmethod
* cdef inline void set_struct_attr(LexemeC* lex, attr_id_t name, attr_t value) nogil: # <<<<<<<<<<<<<<
* if name < (sizeof(flags_t) * 8):
* Lexeme.c_set_flag(lex, name, value)
*/
/* function exit code */
}
/* "lexeme.pxd":57
*
* @staticmethod
* cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil: # <<<<<<<<<<<<<<
* if feat_name < (sizeof(flags_t) * 8):
* if Lexeme.c_check_flag(lex, feat_name):
*/
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name) {
__pyx_t_5spacy_8typedefs_attr_t __pyx_r;
int __pyx_t_1;
/* "lexeme.pxd":58
* @staticmethod
* cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
* if feat_name < (sizeof(flags_t) * 8): # <<<<<<<<<<<<<<
* if Lexeme.c_check_flag(lex, feat_name):
* return 1
*/
__pyx_t_1 = ((__pyx_v_feat_name < ((sizeof(__pyx_t_5spacy_8typedefs_flags_t)) * 8)) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":59
* cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
* if feat_name < (sizeof(flags_t) * 8):
* if Lexeme.c_check_flag(lex, feat_name): # <<<<<<<<<<<<<<
* return 1
* else:
*/
__pyx_t_1 = (__pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(__pyx_v_lex, __pyx_v_feat_name) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":60
* if feat_name < (sizeof(flags_t) * 8):
* if Lexeme.c_check_flag(lex, feat_name):
* return 1 # <<<<<<<<<<<<<<
* else:
* return 0
*/
__pyx_r = 1;
goto __pyx_L0;
/* "lexeme.pxd":59
* cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
* if feat_name < (sizeof(flags_t) * 8):
* if Lexeme.c_check_flag(lex, feat_name): # <<<<<<<<<<<<<<
* return 1
* else:
*/
}
/* "lexeme.pxd":62
* return 1
* else:
* return 0 # <<<<<<<<<<<<<<
* elif feat_name == ID:
* return lex.id
*/
/*else*/ {
__pyx_r = 0;
goto __pyx_L0;
}
/* "lexeme.pxd":58
* @staticmethod
* cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
* if feat_name < (sizeof(flags_t) * 8): # <<<<<<<<<<<<<<
* if Lexeme.c_check_flag(lex, feat_name):
* return 1
*/
}
/* "lexeme.pxd":63
* else:
* return 0
* elif feat_name == ID: # <<<<<<<<<<<<<<
* return lex.id
* elif feat_name == ORTH:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ID) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":64
* return 0
* elif feat_name == ID:
* return lex.id # <<<<<<<<<<<<<<
* elif feat_name == ORTH:
* return lex.orth
*/
__pyx_r = __pyx_v_lex->id;
goto __pyx_L0;
/* "lexeme.pxd":63
* else:
* return 0
* elif feat_name == ID: # <<<<<<<<<<<<<<
* return lex.id
* elif feat_name == ORTH:
*/
}
/* "lexeme.pxd":65
* elif feat_name == ID:
* return lex.id
* elif feat_name == ORTH: # <<<<<<<<<<<<<<
* return lex.orth
* elif feat_name == LOWER:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ORTH) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":66
* return lex.id
* elif feat_name == ORTH:
* return lex.orth # <<<<<<<<<<<<<<
* elif feat_name == LOWER:
* return lex.lower
*/
__pyx_r = __pyx_v_lex->orth;
goto __pyx_L0;
/* "lexeme.pxd":65
* elif feat_name == ID:
* return lex.id
* elif feat_name == ORTH: # <<<<<<<<<<<<<<
* return lex.orth
* elif feat_name == LOWER:
*/
}
/* "lexeme.pxd":67
* elif feat_name == ORTH:
* return lex.orth
* elif feat_name == LOWER: # <<<<<<<<<<<<<<
* return lex.lower
* elif feat_name == NORM:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LOWER) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":68
* return lex.orth
* elif feat_name == LOWER:
* return lex.lower # <<<<<<<<<<<<<<
* elif feat_name == NORM:
* return lex.norm
*/
__pyx_r = __pyx_v_lex->lower;
goto __pyx_L0;
/* "lexeme.pxd":67
* elif feat_name == ORTH:
* return lex.orth
* elif feat_name == LOWER: # <<<<<<<<<<<<<<
* return lex.lower
* elif feat_name == NORM:
*/
}
/* "lexeme.pxd":69
* elif feat_name == LOWER:
* return lex.lower
* elif feat_name == NORM: # <<<<<<<<<<<<<<
* return lex.norm
* elif feat_name == SHAPE:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_NORM) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":70
* return lex.lower
* elif feat_name == NORM:
* return lex.norm # <<<<<<<<<<<<<<
* elif feat_name == SHAPE:
* return lex.shape
*/
__pyx_r = __pyx_v_lex->norm;
goto __pyx_L0;
/* "lexeme.pxd":69
* elif feat_name == LOWER:
* return lex.lower
* elif feat_name == NORM: # <<<<<<<<<<<<<<
* return lex.norm
* elif feat_name == SHAPE:
*/
}
/* "lexeme.pxd":71
* elif feat_name == NORM:
* return lex.norm
* elif feat_name == SHAPE: # <<<<<<<<<<<<<<
* return lex.shape
* elif feat_name == PREFIX:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SHAPE) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":72
* return lex.norm
* elif feat_name == SHAPE:
* return lex.shape # <<<<<<<<<<<<<<
* elif feat_name == PREFIX:
* return lex.prefix
*/
__pyx_r = __pyx_v_lex->shape;
goto __pyx_L0;
/* "lexeme.pxd":71
* elif feat_name == NORM:
* return lex.norm
* elif feat_name == SHAPE: # <<<<<<<<<<<<<<
* return lex.shape
* elif feat_name == PREFIX:
*/
}
/* "lexeme.pxd":73
* elif feat_name == SHAPE:
* return lex.shape
* elif feat_name == PREFIX: # <<<<<<<<<<<<<<
* return lex.prefix
* elif feat_name == SUFFIX:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_PREFIX) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":74
* return lex.shape
* elif feat_name == PREFIX:
* return lex.prefix # <<<<<<<<<<<<<<
* elif feat_name == SUFFIX:
* return lex.suffix
*/
__pyx_r = __pyx_v_lex->prefix;
goto __pyx_L0;
/* "lexeme.pxd":73
* elif feat_name == SHAPE:
* return lex.shape
* elif feat_name == PREFIX: # <<<<<<<<<<<<<<
* return lex.prefix
* elif feat_name == SUFFIX:
*/
}
/* "lexeme.pxd":75
* elif feat_name == PREFIX:
* return lex.prefix
* elif feat_name == SUFFIX: # <<<<<<<<<<<<<<
* return lex.suffix
* elif feat_name == LENGTH:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SUFFIX) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":76
* return lex.prefix
* elif feat_name == SUFFIX:
* return lex.suffix # <<<<<<<<<<<<<<
* elif feat_name == LENGTH:
* return lex.length
*/
__pyx_r = __pyx_v_lex->suffix;
goto __pyx_L0;
/* "lexeme.pxd":75
* elif feat_name == PREFIX:
* return lex.prefix
* elif feat_name == SUFFIX: # <<<<<<<<<<<<<<
* return lex.suffix
* elif feat_name == LENGTH:
*/
}
/* "lexeme.pxd":77
* elif feat_name == SUFFIX:
* return lex.suffix
* elif feat_name == LENGTH: # <<<<<<<<<<<<<<
* return lex.length
* elif feat_name == LANG:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LENGTH) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":78
* return lex.suffix
* elif feat_name == LENGTH:
* return lex.length # <<<<<<<<<<<<<<
* elif feat_name == LANG:
* return lex.lang
*/
__pyx_r = __pyx_v_lex->length;
goto __pyx_L0;
/* "lexeme.pxd":77
* elif feat_name == SUFFIX:
* return lex.suffix
* elif feat_name == LENGTH: # <<<<<<<<<<<<<<
* return lex.length
* elif feat_name == LANG:
*/
}
/* "lexeme.pxd":79
* elif feat_name == LENGTH:
* return lex.length
* elif feat_name == LANG: # <<<<<<<<<<<<<<
* return lex.lang
* else:
*/
__pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LANG) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":80
* return lex.length
* elif feat_name == LANG:
* return lex.lang # <<<<<<<<<<<<<<
* else:
* return 0
*/
__pyx_r = __pyx_v_lex->lang;
goto __pyx_L0;
/* "lexeme.pxd":79
* elif feat_name == LENGTH:
* return lex.length
* elif feat_name == LANG: # <<<<<<<<<<<<<<
* return lex.lang
* else:
*/
}
/* "lexeme.pxd":82
* return lex.lang
* else:
* return 0 # <<<<<<<<<<<<<<
*
* @staticmethod
*/
/*else*/ {
__pyx_r = 0;
goto __pyx_L0;
}
/* "lexeme.pxd":57
*
* @staticmethod
* cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil: # <<<<<<<<<<<<<<
* if feat_name < (sizeof(flags_t) * 8):
* if Lexeme.c_check_flag(lex, feat_name):
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "lexeme.pxd":85
*
* @staticmethod
* cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil: # <<<<<<<<<<<<<<
* cdef flags_t one = 1
* if lexeme.flags & (one << flag_id):
*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id) {
__pyx_t_5spacy_8typedefs_flags_t __pyx_v_one;
int __pyx_r;
int __pyx_t_1;
/* "lexeme.pxd":86
* @staticmethod
* cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
* cdef flags_t one = 1 # <<<<<<<<<<<<<<
* if lexeme.flags & (one << flag_id):
* return True
*/
__pyx_v_one = 1;
/* "lexeme.pxd":87
* cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
* cdef flags_t one = 1
* if lexeme.flags & (one << flag_id): # <<<<<<<<<<<<<<
* return True
* else:
*/
__pyx_t_1 = ((__pyx_v_lexeme->flags & (__pyx_v_one << __pyx_v_flag_id)) != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":88
* cdef flags_t one = 1
* if lexeme.flags & (one << flag_id):
* return True # <<<<<<<<<<<<<<
* else:
* return False
*/
__pyx_r = 1;
goto __pyx_L0;
/* "lexeme.pxd":87
* cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
* cdef flags_t one = 1
* if lexeme.flags & (one << flag_id): # <<<<<<<<<<<<<<
* return True
* else:
*/
}
/* "lexeme.pxd":90
* return True
* else:
* return False # <<<<<<<<<<<<<<
*
* @staticmethod
*/
/*else*/ {
__pyx_r = 0;
goto __pyx_L0;
}
/* "lexeme.pxd":85
*
* @staticmethod
* cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil: # <<<<<<<<<<<<<<
* cdef flags_t one = 1
* if lexeme.flags & (one << flag_id):
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "lexeme.pxd":93
*
* @staticmethod
* cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil: # <<<<<<<<<<<<<<
* cdef flags_t one = 1
* if value:
*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id, int __pyx_v_value) {
__pyx_t_5spacy_8typedefs_flags_t __pyx_v_one;
int __pyx_r;
int __pyx_t_1;
/* "lexeme.pxd":94
* @staticmethod
* cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
* cdef flags_t one = 1 # <<<<<<<<<<<<<<
* if value:
* lex.flags |= one << flag_id
*/
__pyx_v_one = 1;
/* "lexeme.pxd":95
* cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
* cdef flags_t one = 1
* if value: # <<<<<<<<<<<<<<
* lex.flags |= one << flag_id
* else:
*/
__pyx_t_1 = (__pyx_v_value != 0);
if (__pyx_t_1) {
/* "lexeme.pxd":96
* cdef flags_t one = 1
* if value:
* lex.flags |= one << flag_id # <<<<<<<<<<<<<<
* else:
* lex.flags &= ~(one << flag_id)
*/
__pyx_v_lex->flags = (__pyx_v_lex->flags | (__pyx_v_one << __pyx_v_flag_id));
/* "lexeme.pxd":95
* cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
* cdef flags_t one = 1
* if value: # <<<<<<<<<<<<<<
* lex.flags |= one << flag_id
* else:
*/
goto __pyx_L3;
}
/* "lexeme.pxd":98
* lex.flags |= one << flag_id
* else:
* lex.flags &= ~(one << flag_id) # <<<<<<<<<<<<<<
*/
/*else*/ {
__pyx_v_lex->flags = (__pyx_v_lex->flags & (~(__pyx_v_one << __pyx_v_flag_id)));
}
__pyx_L3:;
/* "lexeme.pxd":93
*
* @staticmethod
* cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil: # <<<<<<<<<<<<<<
* cdef flags_t one = 1
* if value:
*/
/* function exit code */
__pyx_r = 0;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":20
*
*
* cdef inline bint is_space_token(const TokenC* token) nogil: # <<<<<<<<<<<<<<
* return Lexeme.c_check_flag(token.lex, IS_SPACE)
*
*/
static CYTHON_INLINE int __pyx_f_5spacy_8pipeline_17_parser_internals_6_state_is_space_token(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_token) {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":21
*
* cdef inline bint is_space_token(const TokenC* token) nogil:
* return Lexeme.c_check_flag(token.lex, IS_SPACE) # <<<<<<<<<<<<<<
*
* cdef struct ArcC:
*/
__pyx_r = __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(__pyx_v_token->lex, __pyx_e_5spacy_5attrs_IS_SPACE);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":20
*
*
* cdef inline bint is_space_token(const TokenC* token) nogil: # <<<<<<<<<<<<<<
* return Lexeme.c_check_flag(token.lex, IS_SPACE)
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":44
* int _b_i
*
* __init__(const TokenC* sent, int length) nogil: # <<<<<<<<<<<<<<
* this._sent = sent
* this._heads = <int*>calloc(length, sizeof(int))
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::__pyx_f___init__StateC(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length) {
int __pyx_v_i;
__Pyx_RefNannyDeclarations
int __pyx_t_1;
int __pyx_t_2;
PyObject *__pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
int __pyx_t_6;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save;
#endif
__Pyx_RefNannySetupContext("<init>", 1);
/* "pipeline/_parser_internals/_state.pxd":45
*
* __init__(const TokenC* sent, int length) nogil:
* this._sent = sent # <<<<<<<<<<<<<<
* this._heads = <int*>calloc(length, sizeof(int))
* if not (this._sent and this._heads):
*/
/*try:*/ {
this->_sent = __pyx_v_sent;
/* "pipeline/_parser_internals/_state.pxd":46
* __init__(const TokenC* sent, int length) nogil:
* this._sent = sent
* this._heads = <int*>calloc(length, sizeof(int)) # <<<<<<<<<<<<<<
* if not (this._sent and this._heads):
* with gil:
*/
this->_heads = ((int *)calloc(__pyx_v_length, (sizeof(int))));
/* "pipeline/_parser_internals/_state.pxd":47
* this._sent = sent
* this._heads = <int*>calloc(length, sizeof(int))
* if not (this._sent and this._heads): # <<<<<<<<<<<<<<
* with gil:
* PyErr_SetFromErrno(MemoryError)
*/
__pyx_t_2 = (this->_sent != 0);
if (__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L7_bool_binop_done;
}
__pyx_t_2 = (this->_heads != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L7_bool_binop_done:;
__pyx_t_2 = ((!__pyx_t_1) != 0);
if (__pyx_t_2) {
/* "pipeline/_parser_internals/_state.pxd":48
* this._heads = <int*>calloc(length, sizeof(int))
* if not (this._sent and this._heads):
* with gil: # <<<<<<<<<<<<<<
* PyErr_SetFromErrno(MemoryError)
* PyErr_CheckSignals()
*/
{
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
/*try:*/ {
/* "pipeline/_parser_internals/_state.pxd":49
* if not (this._sent and this._heads):
* with gil:
* PyErr_SetFromErrno(MemoryError) # <<<<<<<<<<<<<<
* PyErr_CheckSignals()
* this.offset = 0
*/
__pyx_t_3 = PyErr_SetFromErrno(__pyx_builtin_MemoryError); if (unlikely(__pyx_t_3 == ((PyObject *)NULL))) __PYX_ERR(4, 49, __pyx_L10_error)
/* "pipeline/_parser_internals/_state.pxd":50
* with gil:
* PyErr_SetFromErrno(MemoryError)
* PyErr_CheckSignals() # <<<<<<<<<<<<<<
* this.offset = 0
* this.length = length
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__pyx_t_4 = PyErr_CheckSignals(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(4, 50, __pyx_L10_error)
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/* "pipeline/_parser_internals/_state.pxd":48
* this._heads = <int*>calloc(length, sizeof(int))
* if not (this._sent and this._heads):
* with gil: # <<<<<<<<<<<<<<
* PyErr_SetFromErrno(MemoryError)
* PyErr_CheckSignals()
*/
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
goto __pyx_L11;
}
__pyx_L10_error: {
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
goto __pyx_L4_error;
}
__pyx_L11:;
}
}
/* "pipeline/_parser_internals/_state.pxd":47
* this._sent = sent
* this._heads = <int*>calloc(length, sizeof(int))
* if not (this._sent and this._heads): # <<<<<<<<<<<<<<
* with gil:
* PyErr_SetFromErrno(MemoryError)
*/
}
/* "pipeline/_parser_internals/_state.pxd":51
* PyErr_SetFromErrno(MemoryError)
* PyErr_CheckSignals()
* this.offset = 0 # <<<<<<<<<<<<<<
* this.length = length
* this._b_i = 0
*/
this->offset = 0;
/* "pipeline/_parser_internals/_state.pxd":52
* PyErr_CheckSignals()
* this.offset = 0
* this.length = length # <<<<<<<<<<<<<<
* this._b_i = 0
* for i in range(length):
*/
this->length = __pyx_v_length;
/* "pipeline/_parser_internals/_state.pxd":53
* this.offset = 0
* this.length = length
* this._b_i = 0 # <<<<<<<<<<<<<<
* for i in range(length):
* this._heads[i] = -1
*/
this->_b_i = 0;
/* "pipeline/_parser_internals/_state.pxd":54
* this.length = length
* this._b_i = 0
* for i in range(length): # <<<<<<<<<<<<<<
* this._heads[i] = -1
* this._unshiftable.push_back(0)
*/
__pyx_t_4 = __pyx_v_length;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_i = __pyx_t_6;
/* "pipeline/_parser_internals/_state.pxd":55
* this._b_i = 0
* for i in range(length):
* this._heads[i] = -1 # <<<<<<<<<<<<<<
* this._unshiftable.push_back(0)
* memset(&this._empty_token, 0, sizeof(TokenC))
*/
(this->_heads[__pyx_v_i]) = -1;
/* "pipeline/_parser_internals/_state.pxd":56
* for i in range(length):
* this._heads[i] = -1
* this._unshiftable.push_back(0) # <<<<<<<<<<<<<<
* memset(&this._empty_token, 0, sizeof(TokenC))
* this._empty_token.lex = &EMPTY_LEXEME
*/
try {
this->_unshiftable.push_back(0);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 56, __pyx_L4_error)
}
}
/* "pipeline/_parser_internals/_state.pxd":57
* this._heads[i] = -1
* this._unshiftable.push_back(0)
* memset(&this._empty_token, 0, sizeof(TokenC)) # <<<<<<<<<<<<<<
* this._empty_token.lex = &EMPTY_LEXEME
*
*/
(void)(memset((&this->_empty_token), 0, (sizeof(struct __pyx_t_5spacy_7structs_TokenC))));
/* "pipeline/_parser_internals/_state.pxd":58
* this._unshiftable.push_back(0)
* memset(&this._empty_token, 0, sizeof(TokenC))
* this._empty_token.lex = &EMPTY_LEXEME # <<<<<<<<<<<<<<
*
* __dealloc__():
*/
this->_empty_token.lex = (&__pyx_v_5spacy_5vocab_EMPTY_LEXEME);
}
/* "pipeline/_parser_internals/_state.pxd":45
*
* __init__(const TokenC* sent, int length) nogil:
* this._sent = sent # <<<<<<<<<<<<<<
* this._heads = <int*>calloc(length, sizeof(int))
* if not (this._sent and this._heads):
*/
/*finally:*/ {
/*normal exit:*/{
#ifdef WITH_THREAD
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
goto __pyx_L5;
}
__pyx_L4_error: {
#ifdef WITH_THREAD
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
goto __pyx_L1_error;
}
__pyx_L5:;
}
/* "pipeline/_parser_internals/_state.pxd":44
* int _b_i
*
* __init__(const TokenC* sent, int length) nogil: # <<<<<<<<<<<<<<
* this._sent = sent
* this._heads = <int*>calloc(length, sizeof(int))
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.<init>", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
}
/* "pipeline/_parser_internals/_state.pxd":60
* this._empty_token.lex = &EMPTY_LEXEME
*
* __dealloc__(): # <<<<<<<<<<<<<<
* free(this._heads)
*
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::__pyx_f___dealloc__StateC(void) {
__Pyx_RefNannyDeclarations
__Pyx_RefNannySetupContext("<del>", 0);
/* "pipeline/_parser_internals/_state.pxd":61
*
* __dealloc__():
* free(this._heads) # <<<<<<<<<<<<<<
*
* void set_context_tokens(int* ids, int n) nogil:
*/
free(this->_heads);
/* "pipeline/_parser_internals/_state.pxd":60
* this._empty_token.lex = &EMPTY_LEXEME
*
* __dealloc__(): # <<<<<<<<<<<<<<
* free(this._heads)
*
*/
/* function exit code */
__Pyx_RefNannyFinishContext();
}
/* "pipeline/_parser_internals/_state.pxd":63
* free(this._heads)
*
* void set_context_tokens(int* ids, int n) nogil: # <<<<<<<<<<<<<<
* cdef int i, j
* if n == 1:
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::set_context_tokens(int *__pyx_v_ids, int __pyx_v_n) {
int __pyx_v_i;
int __pyx_v_j;
struct __pyx_t_5spacy_7structs_SpanC __pyx_v_ent;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
int __pyx_t_6;
/* "pipeline/_parser_internals/_state.pxd":65
* void set_context_tokens(int* ids, int n) nogil:
* cdef int i, j
* if n == 1: # <<<<<<<<<<<<<<
* if this.B(0) >= 0:
* ids[0] = this.B(0)
*/
switch (__pyx_v_n) {
case 1:
/* "pipeline/_parser_internals/_state.pxd":66
* cdef int i, j
* if n == 1:
* if this.B(0) >= 0: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* else:
*/
__pyx_t_1 = ((this->B(0) >= 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":67
* if n == 1:
* if this.B(0) >= 0:
* ids[0] = this.B(0) # <<<<<<<<<<<<<<
* else:
* ids[0] = -1
*/
(__pyx_v_ids[0]) = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":66
* cdef int i, j
* if n == 1:
* if this.B(0) >= 0: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* else:
*/
goto __pyx_L3;
}
/* "pipeline/_parser_internals/_state.pxd":69
* ids[0] = this.B(0)
* else:
* ids[0] = -1 # <<<<<<<<<<<<<<
* elif n == 2:
* ids[0] = this.B(0)
*/
/*else*/ {
(__pyx_v_ids[0]) = -1;
}
__pyx_L3:;
/* "pipeline/_parser_internals/_state.pxd":65
* void set_context_tokens(int* ids, int n) nogil:
* cdef int i, j
* if n == 1: # <<<<<<<<<<<<<<
* if this.B(0) >= 0:
* ids[0] = this.B(0)
*/
break;
case 2:
/* "pipeline/_parser_internals/_state.pxd":71
* ids[0] = -1
* elif n == 2:
* ids[0] = this.B(0) # <<<<<<<<<<<<<<
* ids[1] = this.S(0)
* elif n == 3:
*/
(__pyx_v_ids[0]) = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":72
* elif n == 2:
* ids[0] = this.B(0)
* ids[1] = this.S(0) # <<<<<<<<<<<<<<
* elif n == 3:
* if this.B(0) >= 0:
*/
(__pyx_v_ids[1]) = this->S(0);
/* "pipeline/_parser_internals/_state.pxd":70
* else:
* ids[0] = -1
* elif n == 2: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* ids[1] = this.S(0)
*/
break;
case 3:
/* "pipeline/_parser_internals/_state.pxd":74
* ids[1] = this.S(0)
* elif n == 3:
* if this.B(0) >= 0: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* else:
*/
__pyx_t_1 = ((this->B(0) >= 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":75
* elif n == 3:
* if this.B(0) >= 0:
* ids[0] = this.B(0) # <<<<<<<<<<<<<<
* else:
* ids[0] = -1
*/
(__pyx_v_ids[0]) = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":74
* ids[1] = this.S(0)
* elif n == 3:
* if this.B(0) >= 0: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* else:
*/
goto __pyx_L4;
}
/* "pipeline/_parser_internals/_state.pxd":77
* ids[0] = this.B(0)
* else:
* ids[0] = -1 # <<<<<<<<<<<<<<
* # First word of entity, if any
* if this.entity_is_open():
*/
/*else*/ {
(__pyx_v_ids[0]) = -1;
}
__pyx_L4:;
/* "pipeline/_parser_internals/_state.pxd":79
* ids[0] = -1
* # First word of entity, if any
* if this.entity_is_open(): # <<<<<<<<<<<<<<
* ids[1] = this.E(0)
* else:
*/
__pyx_t_1 = (this->entity_is_open() != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":80
* # First word of entity, if any
* if this.entity_is_open():
* ids[1] = this.E(0) # <<<<<<<<<<<<<<
* else:
* ids[1] = -1
*/
(__pyx_v_ids[1]) = this->E(0);
/* "pipeline/_parser_internals/_state.pxd":79
* ids[0] = -1
* # First word of entity, if any
* if this.entity_is_open(): # <<<<<<<<<<<<<<
* ids[1] = this.E(0)
* else:
*/
goto __pyx_L5;
}
/* "pipeline/_parser_internals/_state.pxd":82
* ids[1] = this.E(0)
* else:
* ids[1] = -1 # <<<<<<<<<<<<<<
* # Last word of entity, if within entity
* if ids[0] == -1 or ids[1] == -1:
*/
/*else*/ {
(__pyx_v_ids[1]) = -1;
}
__pyx_L5:;
/* "pipeline/_parser_internals/_state.pxd":84
* ids[1] = -1
* # Last word of entity, if within entity
* if ids[0] == -1 or ids[1] == -1: # <<<<<<<<<<<<<<
* ids[2] = -1
* else:
*/
__pyx_t_2 = (((__pyx_v_ids[0]) == -1L) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L7_bool_binop_done;
}
__pyx_t_2 = (((__pyx_v_ids[1]) == -1L) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L7_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":85
* # Last word of entity, if within entity
* if ids[0] == -1 or ids[1] == -1:
* ids[2] = -1 # <<<<<<<<<<<<<<
* else:
* ids[2] = ids[0] - 1
*/
(__pyx_v_ids[2]) = -1;
/* "pipeline/_parser_internals/_state.pxd":84
* ids[1] = -1
* # Last word of entity, if within entity
* if ids[0] == -1 or ids[1] == -1: # <<<<<<<<<<<<<<
* ids[2] = -1
* else:
*/
goto __pyx_L6;
}
/* "pipeline/_parser_internals/_state.pxd":87
* ids[2] = -1
* else:
* ids[2] = ids[0] - 1 # <<<<<<<<<<<<<<
* elif n == 8:
* ids[0] = this.B(0)
*/
/*else*/ {
(__pyx_v_ids[2]) = ((__pyx_v_ids[0]) - 1);
}
__pyx_L6:;
/* "pipeline/_parser_internals/_state.pxd":73
* ids[0] = this.B(0)
* ids[1] = this.S(0)
* elif n == 3: # <<<<<<<<<<<<<<
* if this.B(0) >= 0:
* ids[0] = this.B(0)
*/
break;
case 8:
/* "pipeline/_parser_internals/_state.pxd":89
* ids[2] = ids[0] - 1
* elif n == 8:
* ids[0] = this.B(0) # <<<<<<<<<<<<<<
* ids[1] = this.B(1)
* ids[2] = this.S(0)
*/
(__pyx_v_ids[0]) = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":90
* elif n == 8:
* ids[0] = this.B(0)
* ids[1] = this.B(1) # <<<<<<<<<<<<<<
* ids[2] = this.S(0)
* ids[3] = this.S(1)
*/
(__pyx_v_ids[1]) = this->B(1);
/* "pipeline/_parser_internals/_state.pxd":91
* ids[0] = this.B(0)
* ids[1] = this.B(1)
* ids[2] = this.S(0) # <<<<<<<<<<<<<<
* ids[3] = this.S(1)
* ids[4] = this.S(2)
*/
(__pyx_v_ids[2]) = this->S(0);
/* "pipeline/_parser_internals/_state.pxd":92
* ids[1] = this.B(1)
* ids[2] = this.S(0)
* ids[3] = this.S(1) # <<<<<<<<<<<<<<
* ids[4] = this.S(2)
* ids[5] = this.L(this.B(0), 1)
*/
(__pyx_v_ids[3]) = this->S(1);
/* "pipeline/_parser_internals/_state.pxd":93
* ids[2] = this.S(0)
* ids[3] = this.S(1)
* ids[4] = this.S(2) # <<<<<<<<<<<<<<
* ids[5] = this.L(this.B(0), 1)
* ids[6] = this.L(this.S(0), 1)
*/
(__pyx_v_ids[4]) = this->S(2);
/* "pipeline/_parser_internals/_state.pxd":94
* ids[3] = this.S(1)
* ids[4] = this.S(2)
* ids[5] = this.L(this.B(0), 1) # <<<<<<<<<<<<<<
* ids[6] = this.L(this.S(0), 1)
* ids[7] = this.R(this.S(0), 1)
*/
(__pyx_v_ids[5]) = this->L(this->B(0), 1);
/* "pipeline/_parser_internals/_state.pxd":95
* ids[4] = this.S(2)
* ids[5] = this.L(this.B(0), 1)
* ids[6] = this.L(this.S(0), 1) # <<<<<<<<<<<<<<
* ids[7] = this.R(this.S(0), 1)
* elif n == 13:
*/
(__pyx_v_ids[6]) = this->L(this->S(0), 1);
/* "pipeline/_parser_internals/_state.pxd":96
* ids[5] = this.L(this.B(0), 1)
* ids[6] = this.L(this.S(0), 1)
* ids[7] = this.R(this.S(0), 1) # <<<<<<<<<<<<<<
* elif n == 13:
* ids[0] = this.B(0)
*/
(__pyx_v_ids[7]) = this->R(this->S(0), 1);
/* "pipeline/_parser_internals/_state.pxd":88
* else:
* ids[2] = ids[0] - 1
* elif n == 8: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* ids[1] = this.B(1)
*/
break;
case 13:
/* "pipeline/_parser_internals/_state.pxd":98
* ids[7] = this.R(this.S(0), 1)
* elif n == 13:
* ids[0] = this.B(0) # <<<<<<<<<<<<<<
* ids[1] = this.B(1)
* ids[2] = this.S(0)
*/
(__pyx_v_ids[0]) = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":99
* elif n == 13:
* ids[0] = this.B(0)
* ids[1] = this.B(1) # <<<<<<<<<<<<<<
* ids[2] = this.S(0)
* ids[3] = this.S(1)
*/
(__pyx_v_ids[1]) = this->B(1);
/* "pipeline/_parser_internals/_state.pxd":100
* ids[0] = this.B(0)
* ids[1] = this.B(1)
* ids[2] = this.S(0) # <<<<<<<<<<<<<<
* ids[3] = this.S(1)
* ids[4] = this.S(2)
*/
(__pyx_v_ids[2]) = this->S(0);
/* "pipeline/_parser_internals/_state.pxd":101
* ids[1] = this.B(1)
* ids[2] = this.S(0)
* ids[3] = this.S(1) # <<<<<<<<<<<<<<
* ids[4] = this.S(2)
* ids[5] = this.L(this.S(0), 1)
*/
(__pyx_v_ids[3]) = this->S(1);
/* "pipeline/_parser_internals/_state.pxd":102
* ids[2] = this.S(0)
* ids[3] = this.S(1)
* ids[4] = this.S(2) # <<<<<<<<<<<<<<
* ids[5] = this.L(this.S(0), 1)
* ids[6] = this.L(this.S(0), 2)
*/
(__pyx_v_ids[4]) = this->S(2);
/* "pipeline/_parser_internals/_state.pxd":103
* ids[3] = this.S(1)
* ids[4] = this.S(2)
* ids[5] = this.L(this.S(0), 1) # <<<<<<<<<<<<<<
* ids[6] = this.L(this.S(0), 2)
* ids[6] = this.R(this.S(0), 1)
*/
(__pyx_v_ids[5]) = this->L(this->S(0), 1);
/* "pipeline/_parser_internals/_state.pxd":104
* ids[4] = this.S(2)
* ids[5] = this.L(this.S(0), 1)
* ids[6] = this.L(this.S(0), 2) # <<<<<<<<<<<<<<
* ids[6] = this.R(this.S(0), 1)
* ids[7] = this.L(this.B(0), 1)
*/
(__pyx_v_ids[6]) = this->L(this->S(0), 2);
/* "pipeline/_parser_internals/_state.pxd":105
* ids[5] = this.L(this.S(0), 1)
* ids[6] = this.L(this.S(0), 2)
* ids[6] = this.R(this.S(0), 1) # <<<<<<<<<<<<<<
* ids[7] = this.L(this.B(0), 1)
* ids[8] = this.R(this.S(0), 2)
*/
(__pyx_v_ids[6]) = this->R(this->S(0), 1);
/* "pipeline/_parser_internals/_state.pxd":106
* ids[6] = this.L(this.S(0), 2)
* ids[6] = this.R(this.S(0), 1)
* ids[7] = this.L(this.B(0), 1) # <<<<<<<<<<<<<<
* ids[8] = this.R(this.S(0), 2)
* ids[9] = this.L(this.S(1), 1)
*/
(__pyx_v_ids[7]) = this->L(this->B(0), 1);
/* "pipeline/_parser_internals/_state.pxd":107
* ids[6] = this.R(this.S(0), 1)
* ids[7] = this.L(this.B(0), 1)
* ids[8] = this.R(this.S(0), 2) # <<<<<<<<<<<<<<
* ids[9] = this.L(this.S(1), 1)
* ids[10] = this.L(this.S(1), 2)
*/
(__pyx_v_ids[8]) = this->R(this->S(0), 2);
/* "pipeline/_parser_internals/_state.pxd":108
* ids[7] = this.L(this.B(0), 1)
* ids[8] = this.R(this.S(0), 2)
* ids[9] = this.L(this.S(1), 1) # <<<<<<<<<<<<<<
* ids[10] = this.L(this.S(1), 2)
* ids[11] = this.R(this.S(1), 1)
*/
(__pyx_v_ids[9]) = this->L(this->S(1), 1);
/* "pipeline/_parser_internals/_state.pxd":109
* ids[8] = this.R(this.S(0), 2)
* ids[9] = this.L(this.S(1), 1)
* ids[10] = this.L(this.S(1), 2) # <<<<<<<<<<<<<<
* ids[11] = this.R(this.S(1), 1)
* ids[12] = this.R(this.S(1), 2)
*/
(__pyx_v_ids[10]) = this->L(this->S(1), 2);
/* "pipeline/_parser_internals/_state.pxd":110
* ids[9] = this.L(this.S(1), 1)
* ids[10] = this.L(this.S(1), 2)
* ids[11] = this.R(this.S(1), 1) # <<<<<<<<<<<<<<
* ids[12] = this.R(this.S(1), 2)
* elif n == 6:
*/
(__pyx_v_ids[11]) = this->R(this->S(1), 1);
/* "pipeline/_parser_internals/_state.pxd":111
* ids[10] = this.L(this.S(1), 2)
* ids[11] = this.R(this.S(1), 1)
* ids[12] = this.R(this.S(1), 2) # <<<<<<<<<<<<<<
* elif n == 6:
* for i in range(6):
*/
(__pyx_v_ids[12]) = this->R(this->S(1), 2);
/* "pipeline/_parser_internals/_state.pxd":97
* ids[6] = this.L(this.S(0), 1)
* ids[7] = this.R(this.S(0), 1)
* elif n == 13: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* ids[1] = this.B(1)
*/
break;
case 6:
/* "pipeline/_parser_internals/_state.pxd":113
* ids[12] = this.R(this.S(1), 2)
* elif n == 6:
* for i in range(6): # <<<<<<<<<<<<<<
* ids[i] = -1
* if this.B(0) >= 0:
*/
for (__pyx_t_3 = 0; __pyx_t_3 < 6; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "pipeline/_parser_internals/_state.pxd":114
* elif n == 6:
* for i in range(6):
* ids[i] = -1 # <<<<<<<<<<<<<<
* if this.B(0) >= 0:
* ids[0] = this.B(0)
*/
(__pyx_v_ids[__pyx_v_i]) = -1;
}
/* "pipeline/_parser_internals/_state.pxd":115
* for i in range(6):
* ids[i] = -1
* if this.B(0) >= 0: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* if this.entity_is_open():
*/
__pyx_t_1 = ((this->B(0) >= 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":116
* ids[i] = -1
* if this.B(0) >= 0:
* ids[0] = this.B(0) # <<<<<<<<<<<<<<
* if this.entity_is_open():
* ent = this.get_ent()
*/
(__pyx_v_ids[0]) = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":115
* for i in range(6):
* ids[i] = -1
* if this.B(0) >= 0: # <<<<<<<<<<<<<<
* ids[0] = this.B(0)
* if this.entity_is_open():
*/
}
/* "pipeline/_parser_internals/_state.pxd":117
* if this.B(0) >= 0:
* ids[0] = this.B(0)
* if this.entity_is_open(): # <<<<<<<<<<<<<<
* ent = this.get_ent()
* j = 1
*/
__pyx_t_1 = (this->entity_is_open() != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":118
* ids[0] = this.B(0)
* if this.entity_is_open():
* ent = this.get_ent() # <<<<<<<<<<<<<<
* j = 1
* for i in range(ent.start, this.B(0)):
*/
__pyx_v_ent = this->get_ent();
/* "pipeline/_parser_internals/_state.pxd":119
* if this.entity_is_open():
* ent = this.get_ent()
* j = 1 # <<<<<<<<<<<<<<
* for i in range(ent.start, this.B(0)):
* ids[j] = i
*/
__pyx_v_j = 1;
/* "pipeline/_parser_internals/_state.pxd":120
* ent = this.get_ent()
* j = 1
* for i in range(ent.start, this.B(0)): # <<<<<<<<<<<<<<
* ids[j] = i
* j += 1
*/
__pyx_t_3 = this->B(0);
__pyx_t_4 = __pyx_t_3;
for (__pyx_t_5 = __pyx_v_ent.start; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
__pyx_v_i = __pyx_t_5;
/* "pipeline/_parser_internals/_state.pxd":121
* j = 1
* for i in range(ent.start, this.B(0)):
* ids[j] = i # <<<<<<<<<<<<<<
* j += 1
* if j >= 6:
*/
(__pyx_v_ids[__pyx_v_j]) = __pyx_v_i;
/* "pipeline/_parser_internals/_state.pxd":122
* for i in range(ent.start, this.B(0)):
* ids[j] = i
* j += 1 # <<<<<<<<<<<<<<
* if j >= 6:
* break
*/
__pyx_v_j = (__pyx_v_j + 1);
/* "pipeline/_parser_internals/_state.pxd":123
* ids[j] = i
* j += 1
* if j >= 6: # <<<<<<<<<<<<<<
* break
* else:
*/
__pyx_t_1 = ((__pyx_v_j >= 6) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":124
* j += 1
* if j >= 6:
* break # <<<<<<<<<<<<<<
* else:
* # TODO error =/
*/
goto __pyx_L14_break;
/* "pipeline/_parser_internals/_state.pxd":123
* ids[j] = i
* j += 1
* if j >= 6: # <<<<<<<<<<<<<<
* break
* else:
*/
}
}
__pyx_L14_break:;
/* "pipeline/_parser_internals/_state.pxd":117
* if this.B(0) >= 0:
* ids[0] = this.B(0)
* if this.entity_is_open(): # <<<<<<<<<<<<<<
* ent = this.get_ent()
* j = 1
*/
}
/* "pipeline/_parser_internals/_state.pxd":112
* ids[11] = this.R(this.S(1), 1)
* ids[12] = this.R(this.S(1), 2)
* elif n == 6: # <<<<<<<<<<<<<<
* for i in range(6):
* ids[i] = -1
*/
break;
default:
break;
}
/* "pipeline/_parser_internals/_state.pxd":128
* # TODO error =/
* pass
* for i in range(n): # <<<<<<<<<<<<<<
* if ids[i] >= 0:
* ids[i] += this.offset
*/
__pyx_t_3 = __pyx_v_n;
__pyx_t_4 = __pyx_t_3;
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
__pyx_v_i = __pyx_t_5;
/* "pipeline/_parser_internals/_state.pxd":129
* pass
* for i in range(n):
* if ids[i] >= 0: # <<<<<<<<<<<<<<
* ids[i] += this.offset
* else:
*/
__pyx_t_1 = (((__pyx_v_ids[__pyx_v_i]) >= 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":130
* for i in range(n):
* if ids[i] >= 0:
* ids[i] += this.offset # <<<<<<<<<<<<<<
* else:
* ids[i] = -1
*/
__pyx_t_6 = __pyx_v_i;
(__pyx_v_ids[__pyx_t_6]) = ((__pyx_v_ids[__pyx_t_6]) + this->offset);
/* "pipeline/_parser_internals/_state.pxd":129
* pass
* for i in range(n):
* if ids[i] >= 0: # <<<<<<<<<<<<<<
* ids[i] += this.offset
* else:
*/
goto __pyx_L18;
}
/* "pipeline/_parser_internals/_state.pxd":132
* ids[i] += this.offset
* else:
* ids[i] = -1 # <<<<<<<<<<<<<<
*
* int S(int i) nogil const:
*/
/*else*/ {
(__pyx_v_ids[__pyx_v_i]) = -1;
}
__pyx_L18:;
}
/* "pipeline/_parser_internals/_state.pxd":63
* free(this._heads)
*
* void set_context_tokens(int* ids, int n) nogil: # <<<<<<<<<<<<<<
* cdef int i, j
* if n == 1:
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":134
* ids[i] = -1
*
* int S(int i) nogil const: # <<<<<<<<<<<<<<
* if i >= this._stack.size():
* return -1
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::S(int __pyx_v_i) const {
int __pyx_r;
int __pyx_t_1;
__Pyx_FakeReference<int> __pyx_t_2;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":135
*
* int S(int i) nogil const:
* if i >= this._stack.size(): # <<<<<<<<<<<<<<
* return -1
* elif i < 0:
*/
__pyx_t_1 = ((__pyx_v_i >= this->_stack.size()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":136
* int S(int i) nogil const:
* if i >= this._stack.size():
* return -1 # <<<<<<<<<<<<<<
* elif i < 0:
* return -1
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":135
*
* int S(int i) nogil const:
* if i >= this._stack.size(): # <<<<<<<<<<<<<<
* return -1
* elif i < 0:
*/
}
/* "pipeline/_parser_internals/_state.pxd":137
* if i >= this._stack.size():
* return -1
* elif i < 0: # <<<<<<<<<<<<<<
* return -1
* return this._stack.at(this._stack.size() - (i+1))
*/
__pyx_t_1 = ((__pyx_v_i < 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":138
* return -1
* elif i < 0:
* return -1 # <<<<<<<<<<<<<<
* return this._stack.at(this._stack.size() - (i+1))
*
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":137
* if i >= this._stack.size():
* return -1
* elif i < 0: # <<<<<<<<<<<<<<
* return -1
* return this._stack.at(this._stack.size() - (i+1))
*/
}
/* "pipeline/_parser_internals/_state.pxd":139
* elif i < 0:
* return -1
* return this._stack.at(this._stack.size() - (i+1)) # <<<<<<<<<<<<<<
*
* int B(int i) nogil const:
*/
try {
__pyx_t_2 = this->_stack.at((this->_stack.size() - (__pyx_v_i + 1)));
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 139, __pyx_L1_error)
}
__pyx_r = __pyx_t_2;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":134
* ids[i] = -1
*
* int S(int i) nogil const: # <<<<<<<<<<<<<<
* if i >= this._stack.size():
* return -1
*/
/* function exit code */
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.S", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_r = 0;
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":141
* return this._stack.at(this._stack.size() - (i+1))
*
* int B(int i) nogil const: # <<<<<<<<<<<<<<
* if i < 0:
* return -1
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::B(int __pyx_v_i) const {
std::vector<int> ::size_type __pyx_v_b_i;
int __pyx_r;
int __pyx_t_1;
__Pyx_FakeReference<int> __pyx_t_2;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":142
*
* int B(int i) nogil const:
* if i < 0: # <<<<<<<<<<<<<<
* return -1
* elif i < this._rebuffer.size():
*/
__pyx_t_1 = ((__pyx_v_i < 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":143
* int B(int i) nogil const:
* if i < 0:
* return -1 # <<<<<<<<<<<<<<
* elif i < this._rebuffer.size():
* return this._rebuffer.at(this._rebuffer.size() - (i+1))
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":142
*
* int B(int i) nogil const:
* if i < 0: # <<<<<<<<<<<<<<
* return -1
* elif i < this._rebuffer.size():
*/
}
/* "pipeline/_parser_internals/_state.pxd":144
* if i < 0:
* return -1
* elif i < this._rebuffer.size(): # <<<<<<<<<<<<<<
* return this._rebuffer.at(this._rebuffer.size() - (i+1))
* else:
*/
__pyx_t_1 = ((__pyx_v_i < this->_rebuffer.size()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":145
* return -1
* elif i < this._rebuffer.size():
* return this._rebuffer.at(this._rebuffer.size() - (i+1)) # <<<<<<<<<<<<<<
* else:
* b_i = this._b_i + (i - this._rebuffer.size())
*/
try {
__pyx_t_2 = this->_rebuffer.at((this->_rebuffer.size() - (__pyx_v_i + 1)));
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 145, __pyx_L1_error)
}
__pyx_r = __pyx_t_2;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":144
* if i < 0:
* return -1
* elif i < this._rebuffer.size(): # <<<<<<<<<<<<<<
* return this._rebuffer.at(this._rebuffer.size() - (i+1))
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":147
* return this._rebuffer.at(this._rebuffer.size() - (i+1))
* else:
* b_i = this._b_i + (i - this._rebuffer.size()) # <<<<<<<<<<<<<<
* if b_i >= this.length:
* return -1
*/
/*else*/ {
__pyx_v_b_i = (this->_b_i + (__pyx_v_i - this->_rebuffer.size()));
/* "pipeline/_parser_internals/_state.pxd":148
* else:
* b_i = this._b_i + (i - this._rebuffer.size())
* if b_i >= this.length: # <<<<<<<<<<<<<<
* return -1
* else:
*/
__pyx_t_1 = ((__pyx_v_b_i >= this->length) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":149
* b_i = this._b_i + (i - this._rebuffer.size())
* if b_i >= this.length:
* return -1 # <<<<<<<<<<<<<<
* else:
* return b_i
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":148
* else:
* b_i = this._b_i + (i - this._rebuffer.size())
* if b_i >= this.length: # <<<<<<<<<<<<<<
* return -1
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":151
* return -1
* else:
* return b_i # <<<<<<<<<<<<<<
*
* const TokenC* B_(int i) nogil const:
*/
/*else*/ {
__pyx_r = __pyx_v_b_i;
goto __pyx_L0;
}
}
/* "pipeline/_parser_internals/_state.pxd":141
* return this._stack.at(this._stack.size() - (i+1))
*
* int B(int i) nogil const: # <<<<<<<<<<<<<<
* if i < 0:
* return -1
*/
/* function exit code */
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.B", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_r = 0;
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":153
* return b_i
*
* const TokenC* B_(int i) nogil const: # <<<<<<<<<<<<<<
* return this.safe_get(this.B(i))
*
*/
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::B_(int __pyx_v_i) const {
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_r;
/* "pipeline/_parser_internals/_state.pxd":154
*
* const TokenC* B_(int i) nogil const:
* return this.safe_get(this.B(i)) # <<<<<<<<<<<<<<
*
* const TokenC* E_(int i) nogil const:
*/
__pyx_r = this->safe_get(this->B(__pyx_v_i));
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":153
* return b_i
*
* const TokenC* B_(int i) nogil const: # <<<<<<<<<<<<<<
* return this.safe_get(this.B(i))
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":156
* return this.safe_get(this.B(i))
*
* const TokenC* E_(int i) nogil const: # <<<<<<<<<<<<<<
* return this.safe_get(this.E(i))
*
*/
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::E_(int __pyx_v_i) const {
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_r;
/* "pipeline/_parser_internals/_state.pxd":157
*
* const TokenC* E_(int i) nogil const:
* return this.safe_get(this.E(i)) # <<<<<<<<<<<<<<
*
* const TokenC* safe_get(int i) nogil const:
*/
__pyx_r = this->safe_get(this->E(__pyx_v_i));
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":156
* return this.safe_get(this.B(i))
*
* const TokenC* E_(int i) nogil const: # <<<<<<<<<<<<<<
* return this.safe_get(this.E(i))
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":159
* return this.safe_get(this.E(i))
*
* const TokenC* safe_get(int i) nogil const: # <<<<<<<<<<<<<<
* if i < 0 or i >= this.length:
* return &this._empty_token
*/
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::safe_get(int __pyx_v_i) const {
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_r;
int __pyx_t_1;
int __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":160
*
* const TokenC* safe_get(int i) nogil const:
* if i < 0 or i >= this.length: # <<<<<<<<<<<<<<
* return &this._empty_token
* else:
*/
__pyx_t_2 = ((__pyx_v_i < 0) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L4_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_i >= this->length) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L4_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":161
* const TokenC* safe_get(int i) nogil const:
* if i < 0 or i >= this.length:
* return &this._empty_token # <<<<<<<<<<<<<<
* else:
* return &this._sent[i]
*/
__pyx_r = (&this->_empty_token);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":160
*
* const TokenC* safe_get(int i) nogil const:
* if i < 0 or i >= this.length: # <<<<<<<<<<<<<<
* return &this._empty_token
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":163
* return &this._empty_token
* else:
* return &this._sent[i] # <<<<<<<<<<<<<<
*
* void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const:
*/
/*else*/ {
__pyx_r = (&(this->_sent[__pyx_v_i]));
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":159
* return this.safe_get(this.E(i))
*
* const TokenC* safe_get(int i) nogil const: # <<<<<<<<<<<<<<
* if i < 0 or i >= this.length:
* return &this._empty_token
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":165
* return &this._sent[i]
*
* void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const: # <<<<<<<<<<<<<<
* cdef const vector[ArcC]* arcs
* head_arcs_it = heads_arcs.const_begin()
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::map_get_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > const &__pyx_v_heads_arcs, std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> *__pyx_v_out) const {
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> const *__pyx_v_arcs;
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::const_iterator __pyx_v_head_arcs_it;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::const_iterator __pyx_v_arcs_it;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":167
* void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const:
* cdef const vector[ArcC]* arcs
* head_arcs_it = heads_arcs.const_begin() # <<<<<<<<<<<<<<
* while head_arcs_it != heads_arcs.const_end():
* arcs = &deref(head_arcs_it).second
*/
__pyx_v_head_arcs_it = __pyx_v_heads_arcs.begin();
/* "pipeline/_parser_internals/_state.pxd":168
* cdef const vector[ArcC]* arcs
* head_arcs_it = heads_arcs.const_begin()
* while head_arcs_it != heads_arcs.const_end(): # <<<<<<<<<<<<<<
* arcs = &deref(head_arcs_it).second
* arcs_it = arcs.const_begin()
*/
while (1) {
__pyx_t_1 = ((__pyx_v_head_arcs_it != __pyx_v_heads_arcs.end()) != 0);
if (!__pyx_t_1) break;
/* "pipeline/_parser_internals/_state.pxd":169
* head_arcs_it = heads_arcs.const_begin()
* while head_arcs_it != heads_arcs.const_end():
* arcs = &deref(head_arcs_it).second # <<<<<<<<<<<<<<
* arcs_it = arcs.const_begin()
* while arcs_it != arcs.const_end():
*/
__pyx_v_arcs = (&(*__pyx_v_head_arcs_it).second);
/* "pipeline/_parser_internals/_state.pxd":170
* while head_arcs_it != heads_arcs.const_end():
* arcs = &deref(head_arcs_it).second
* arcs_it = arcs.const_begin() # <<<<<<<<<<<<<<
* while arcs_it != arcs.const_end():
* arc = deref(arcs_it)
*/
__pyx_v_arcs_it = __pyx_v_arcs->begin();
/* "pipeline/_parser_internals/_state.pxd":171
* arcs = &deref(head_arcs_it).second
* arcs_it = arcs.const_begin()
* while arcs_it != arcs.const_end(): # <<<<<<<<<<<<<<
* arc = deref(arcs_it)
* if arc.head != -1 and arc.child != -1:
*/
while (1) {
__pyx_t_1 = ((__pyx_v_arcs_it != __pyx_v_arcs->end()) != 0);
if (!__pyx_t_1) break;
/* "pipeline/_parser_internals/_state.pxd":172
* arcs_it = arcs.const_begin()
* while arcs_it != arcs.const_end():
* arc = deref(arcs_it) # <<<<<<<<<<<<<<
* if arc.head != -1 and arc.child != -1:
* out.push_back(arc)
*/
__pyx_v_arc = (*__pyx_v_arcs_it);
/* "pipeline/_parser_internals/_state.pxd":173
* while arcs_it != arcs.const_end():
* arc = deref(arcs_it)
* if arc.head != -1 and arc.child != -1: # <<<<<<<<<<<<<<
* out.push_back(arc)
* incr(arcs_it)
*/
__pyx_t_2 = ((__pyx_v_arc.head != -1L) != 0);
if (__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L8_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_arc.child != -1L) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L8_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":174
* arc = deref(arcs_it)
* if arc.head != -1 and arc.child != -1:
* out.push_back(arc) # <<<<<<<<<<<<<<
* incr(arcs_it)
* incr(head_arcs_it)
*/
try {
__pyx_v_out->push_back(__pyx_v_arc);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 174, __pyx_L1_error)
}
/* "pipeline/_parser_internals/_state.pxd":173
* while arcs_it != arcs.const_end():
* arc = deref(arcs_it)
* if arc.head != -1 and arc.child != -1: # <<<<<<<<<<<<<<
* out.push_back(arc)
* incr(arcs_it)
*/
}
/* "pipeline/_parser_internals/_state.pxd":175
* if arc.head != -1 and arc.child != -1:
* out.push_back(arc)
* incr(arcs_it) # <<<<<<<<<<<<<<
* incr(head_arcs_it)
*
*/
(void)((++__pyx_v_arcs_it));
}
/* "pipeline/_parser_internals/_state.pxd":176
* out.push_back(arc)
* incr(arcs_it)
* incr(head_arcs_it) # <<<<<<<<<<<<<<
*
* void get_arcs(vector[ArcC]* out) nogil const:
*/
(void)((++__pyx_v_head_arcs_it));
}
/* "pipeline/_parser_internals/_state.pxd":165
* return &this._sent[i]
*
* void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const: # <<<<<<<<<<<<<<
* cdef const vector[ArcC]* arcs
* head_arcs_it = heads_arcs.const_begin()
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.map_get_arcs", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":178
* incr(head_arcs_it)
*
* void get_arcs(vector[ArcC]* out) nogil const: # <<<<<<<<<<<<<<
* this.map_get_arcs(this._left_arcs, out)
* this.map_get_arcs(this._right_arcs, out)
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::get_arcs(std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> *__pyx_v_out) const {
/* "pipeline/_parser_internals/_state.pxd":179
*
* void get_arcs(vector[ArcC]* out) nogil const:
* this.map_get_arcs(this._left_arcs, out) # <<<<<<<<<<<<<<
* this.map_get_arcs(this._right_arcs, out)
*
*/
this->map_get_arcs(this->_left_arcs, __pyx_v_out);
/* "pipeline/_parser_internals/_state.pxd":180
* void get_arcs(vector[ArcC]* out) nogil const:
* this.map_get_arcs(this._left_arcs, out)
* this.map_get_arcs(this._right_arcs, out) # <<<<<<<<<<<<<<
*
* int H(int child) nogil const:
*/
this->map_get_arcs(this->_right_arcs, __pyx_v_out);
/* "pipeline/_parser_internals/_state.pxd":178
* incr(head_arcs_it)
*
* void get_arcs(vector[ArcC]* out) nogil const: # <<<<<<<<<<<<<<
* this.map_get_arcs(this._left_arcs, out)
* this.map_get_arcs(this._right_arcs, out)
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":182
* this.map_get_arcs(this._right_arcs, out)
*
* int H(int child) nogil const: # <<<<<<<<<<<<<<
* if child >= this.length or child < 0:
* return -1
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::H(int __pyx_v_child) const {
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":183
*
* int H(int child) nogil const:
* if child >= this.length or child < 0: # <<<<<<<<<<<<<<
* return -1
* else:
*/
__pyx_t_2 = ((__pyx_v_child >= this->length) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L4_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_child < 0) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L4_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":184
* int H(int child) nogil const:
* if child >= this.length or child < 0:
* return -1 # <<<<<<<<<<<<<<
* else:
* return this._heads[child]
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":183
*
* int H(int child) nogil const:
* if child >= this.length or child < 0: # <<<<<<<<<<<<<<
* return -1
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":186
* return -1
* else:
* return this._heads[child] # <<<<<<<<<<<<<<
*
* int E(int i) nogil const:
*/
/*else*/ {
__pyx_r = (this->_heads[__pyx_v_child]);
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":182
* this.map_get_arcs(this._right_arcs, out)
*
* int H(int child) nogil const: # <<<<<<<<<<<<<<
* if child >= this.length or child < 0:
* return -1
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":188
* return this._heads[child]
*
* int E(int i) nogil const: # <<<<<<<<<<<<<<
* if this._ents.size() == 0:
* return -1
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::E(CYTHON_UNUSED int __pyx_v_i) const {
int __pyx_r;
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":189
*
* int E(int i) nogil const:
* if this._ents.size() == 0: # <<<<<<<<<<<<<<
* return -1
* else:
*/
__pyx_t_1 = ((this->_ents.size() == 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":190
* int E(int i) nogil const:
* if this._ents.size() == 0:
* return -1 # <<<<<<<<<<<<<<
* else:
* return this._ents.back().start
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":189
*
* int E(int i) nogil const:
* if this._ents.size() == 0: # <<<<<<<<<<<<<<
* return -1
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":192
* return -1
* else:
* return this._ents.back().start # <<<<<<<<<<<<<<
*
* int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
*/
/*else*/ {
__pyx_r = this->_ents.back().start;
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":188
* return this._heads[child]
*
* int E(int i) nogil const: # <<<<<<<<<<<<<<
* if this._ents.size() == 0:
* return -1
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":194
* return this._ents.back().start
*
* int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const: # <<<<<<<<<<<<<<
* if idx < 1:
* return -1
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::nth_child(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > const &__pyx_v_heads_arcs, int __pyx_v_head, int __pyx_v_idx) const {
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::const_iterator __pyx_v_head_arcs_it;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> const *__pyx_v_arcs;
size_t __pyx_v_child_index;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::const_reverse_iterator __pyx_v_arcs_it;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":195
*
* int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
* if idx < 1: # <<<<<<<<<<<<<<
* return -1
*
*/
__pyx_t_1 = ((__pyx_v_idx < 1) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":196
* int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
* if idx < 1:
* return -1 # <<<<<<<<<<<<<<
*
* head_arcs_it = heads_arcs.const_find(head)
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":195
*
* int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
* if idx < 1: # <<<<<<<<<<<<<<
* return -1
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":198
* return -1
*
* head_arcs_it = heads_arcs.const_find(head) # <<<<<<<<<<<<<<
* if head_arcs_it == heads_arcs.const_end():
* return -1
*/
__pyx_v_head_arcs_it = __pyx_v_heads_arcs.find(__pyx_v_head);
/* "pipeline/_parser_internals/_state.pxd":199
*
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end(): # <<<<<<<<<<<<<<
* return -1
*
*/
__pyx_t_1 = ((__pyx_v_head_arcs_it == __pyx_v_heads_arcs.end()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":200
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end():
* return -1 # <<<<<<<<<<<<<<
*
* cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":199
*
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end(): # <<<<<<<<<<<<<<
* return -1
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":202
* return -1
*
* cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second # <<<<<<<<<<<<<<
*
* # Work backwards through arcs to find the arc at the
*/
__pyx_v_arcs = (&(*__pyx_v_head_arcs_it).second);
/* "pipeline/_parser_internals/_state.pxd":206
* # Work backwards through arcs to find the arc at the
* # requested index more quickly.
* cdef size_t child_index = 0 # <<<<<<<<<<<<<<
* arcs_it = arcs.const_rbegin()
* while arcs_it != arcs.const_rend() and child_index != idx:
*/
__pyx_v_child_index = 0;
/* "pipeline/_parser_internals/_state.pxd":207
* # requested index more quickly.
* cdef size_t child_index = 0
* arcs_it = arcs.const_rbegin() # <<<<<<<<<<<<<<
* while arcs_it != arcs.const_rend() and child_index != idx:
* arc = deref(arcs_it)
*/
__pyx_v_arcs_it = __pyx_v_arcs->crbegin();
/* "pipeline/_parser_internals/_state.pxd":208
* cdef size_t child_index = 0
* arcs_it = arcs.const_rbegin()
* while arcs_it != arcs.const_rend() and child_index != idx: # <<<<<<<<<<<<<<
* arc = deref(arcs_it)
* if arc.child != -1:
*/
while (1) {
__pyx_t_2 = ((__pyx_v_arcs_it != __pyx_v_arcs->crend()) != 0);
if (__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L7_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_child_index != __pyx_v_idx) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L7_bool_binop_done:;
if (!__pyx_t_1) break;
/* "pipeline/_parser_internals/_state.pxd":209
* arcs_it = arcs.const_rbegin()
* while arcs_it != arcs.const_rend() and child_index != idx:
* arc = deref(arcs_it) # <<<<<<<<<<<<<<
* if arc.child != -1:
* child_index += 1
*/
__pyx_v_arc = (*__pyx_v_arcs_it);
/* "pipeline/_parser_internals/_state.pxd":210
* while arcs_it != arcs.const_rend() and child_index != idx:
* arc = deref(arcs_it)
* if arc.child != -1: # <<<<<<<<<<<<<<
* child_index += 1
* if child_index == idx:
*/
__pyx_t_1 = ((__pyx_v_arc.child != -1L) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":211
* arc = deref(arcs_it)
* if arc.child != -1:
* child_index += 1 # <<<<<<<<<<<<<<
* if child_index == idx:
* return arc.child
*/
__pyx_v_child_index = (__pyx_v_child_index + 1);
/* "pipeline/_parser_internals/_state.pxd":212
* if arc.child != -1:
* child_index += 1
* if child_index == idx: # <<<<<<<<<<<<<<
* return arc.child
* incr(arcs_it)
*/
__pyx_t_1 = ((__pyx_v_child_index == __pyx_v_idx) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":213
* child_index += 1
* if child_index == idx:
* return arc.child # <<<<<<<<<<<<<<
* incr(arcs_it)
*
*/
__pyx_r = __pyx_v_arc.child;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":212
* if arc.child != -1:
* child_index += 1
* if child_index == idx: # <<<<<<<<<<<<<<
* return arc.child
* incr(arcs_it)
*/
}
/* "pipeline/_parser_internals/_state.pxd":210
* while arcs_it != arcs.const_rend() and child_index != idx:
* arc = deref(arcs_it)
* if arc.child != -1: # <<<<<<<<<<<<<<
* child_index += 1
* if child_index == idx:
*/
}
/* "pipeline/_parser_internals/_state.pxd":214
* if child_index == idx:
* return arc.child
* incr(arcs_it) # <<<<<<<<<<<<<<
*
* return -1
*/
(void)((++__pyx_v_arcs_it));
}
/* "pipeline/_parser_internals/_state.pxd":216
* incr(arcs_it)
*
* return -1 # <<<<<<<<<<<<<<
*
* int L(int head, int idx) nogil const:
*/
__pyx_r = -1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":194
* return this._ents.back().start
*
* int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const: # <<<<<<<<<<<<<<
* if idx < 1:
* return -1
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":218
* return -1
*
* int L(int head, int idx) nogil const: # <<<<<<<<<<<<<<
* return this.nth_child(this._left_arcs, head, idx)
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::L(int __pyx_v_head, int __pyx_v_idx) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":219
*
* int L(int head, int idx) nogil const:
* return this.nth_child(this._left_arcs, head, idx) # <<<<<<<<<<<<<<
*
* int R(int head, int idx) nogil const:
*/
__pyx_r = this->nth_child(this->_left_arcs, __pyx_v_head, __pyx_v_idx);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":218
* return -1
*
* int L(int head, int idx) nogil const: # <<<<<<<<<<<<<<
* return this.nth_child(this._left_arcs, head, idx)
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":221
* return this.nth_child(this._left_arcs, head, idx)
*
* int R(int head, int idx) nogil const: # <<<<<<<<<<<<<<
* return this.nth_child(this._right_arcs, head, idx)
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::R(int __pyx_v_head, int __pyx_v_idx) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":222
*
* int R(int head, int idx) nogil const:
* return this.nth_child(this._right_arcs, head, idx) # <<<<<<<<<<<<<<
*
* bint empty() nogil const:
*/
__pyx_r = this->nth_child(this->_right_arcs, __pyx_v_head, __pyx_v_idx);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":221
* return this.nth_child(this._left_arcs, head, idx)
*
* int R(int head, int idx) nogil const: # <<<<<<<<<<<<<<
* return this.nth_child(this._right_arcs, head, idx)
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":224
* return this.nth_child(this._right_arcs, head, idx)
*
* bint empty() nogil const: # <<<<<<<<<<<<<<
* return this._stack.size() == 0
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::empty(void) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":225
*
* bint empty() nogil const:
* return this._stack.size() == 0 # <<<<<<<<<<<<<<
*
* bint eol() nogil const:
*/
__pyx_r = (this->_stack.size() == 0);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":224
* return this.nth_child(this._right_arcs, head, idx)
*
* bint empty() nogil const: # <<<<<<<<<<<<<<
* return this._stack.size() == 0
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":227
* return this._stack.size() == 0
*
* bint eol() nogil const: # <<<<<<<<<<<<<<
* return this.buffer_length() == 0
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::eol(void) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":228
*
* bint eol() nogil const:
* return this.buffer_length() == 0 # <<<<<<<<<<<<<<
*
* bint is_final() nogil const:
*/
__pyx_r = (this->buffer_length() == 0);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":227
* return this._stack.size() == 0
*
* bint eol() nogil const: # <<<<<<<<<<<<<<
* return this.buffer_length() == 0
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":230
* return this.buffer_length() == 0
*
* bint is_final() nogil const: # <<<<<<<<<<<<<<
* return this.stack_depth() <= 0 and this.eol()
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::is_final(void) const {
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":231
*
* bint is_final() nogil const:
* return this.stack_depth() <= 0 and this.eol() # <<<<<<<<<<<<<<
*
* int cannot_sent_start(int word) nogil const:
*/
__pyx_t_2 = ((this->stack_depth() <= 0) != 0);
if (__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L3_bool_binop_done;
}
__pyx_t_2 = (this->eol() != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L3_bool_binop_done:;
__pyx_r = __pyx_t_1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":230
* return this.buffer_length() == 0
*
* bint is_final() nogil const: # <<<<<<<<<<<<<<
* return this.stack_depth() <= 0 and this.eol()
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":233
* return this.stack_depth() <= 0 and this.eol()
*
* int cannot_sent_start(int word) nogil const: # <<<<<<<<<<<<<<
* if word < 0 or word >= this.length:
* return 0
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::cannot_sent_start(int __pyx_v_word) const {
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":234
*
* int cannot_sent_start(int word) nogil const:
* if word < 0 or word >= this.length: # <<<<<<<<<<<<<<
* return 0
* elif this._sent[word].sent_start == -1:
*/
__pyx_t_2 = ((__pyx_v_word < 0) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L4_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_word >= this->length) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L4_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":235
* int cannot_sent_start(int word) nogil const:
* if word < 0 or word >= this.length:
* return 0 # <<<<<<<<<<<<<<
* elif this._sent[word].sent_start == -1:
* return 1
*/
__pyx_r = 0;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":234
*
* int cannot_sent_start(int word) nogil const:
* if word < 0 or word >= this.length: # <<<<<<<<<<<<<<
* return 0
* elif this._sent[word].sent_start == -1:
*/
}
/* "pipeline/_parser_internals/_state.pxd":236
* if word < 0 or word >= this.length:
* return 0
* elif this._sent[word].sent_start == -1: # <<<<<<<<<<<<<<
* return 1
* else:
*/
__pyx_t_1 = (((this->_sent[__pyx_v_word]).sent_start == -1L) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":237
* return 0
* elif this._sent[word].sent_start == -1:
* return 1 # <<<<<<<<<<<<<<
* else:
* return 0
*/
__pyx_r = 1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":236
* if word < 0 or word >= this.length:
* return 0
* elif this._sent[word].sent_start == -1: # <<<<<<<<<<<<<<
* return 1
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":239
* return 1
* else:
* return 0 # <<<<<<<<<<<<<<
*
* int is_sent_start(int word) nogil const:
*/
/*else*/ {
__pyx_r = 0;
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":233
* return this.stack_depth() <= 0 and this.eol()
*
* int cannot_sent_start(int word) nogil const: # <<<<<<<<<<<<<<
* if word < 0 or word >= this.length:
* return 0
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":241
* return 0
*
* int is_sent_start(int word) nogil const: # <<<<<<<<<<<<<<
* if word < 0 or word >= this.length:
* return 0
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::is_sent_start(int __pyx_v_word) const {
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":242
*
* int is_sent_start(int word) nogil const:
* if word < 0 or word >= this.length: # <<<<<<<<<<<<<<
* return 0
* elif this._sent[word].sent_start == 1:
*/
__pyx_t_2 = ((__pyx_v_word < 0) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L4_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_word >= this->length) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L4_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":243
* int is_sent_start(int word) nogil const:
* if word < 0 or word >= this.length:
* return 0 # <<<<<<<<<<<<<<
* elif this._sent[word].sent_start == 1:
* return 1
*/
__pyx_r = 0;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":242
*
* int is_sent_start(int word) nogil const:
* if word < 0 or word >= this.length: # <<<<<<<<<<<<<<
* return 0
* elif this._sent[word].sent_start == 1:
*/
}
/* "pipeline/_parser_internals/_state.pxd":244
* if word < 0 or word >= this.length:
* return 0
* elif this._sent[word].sent_start == 1: # <<<<<<<<<<<<<<
* return 1
* elif this._sent_starts.count(word) >= 1:
*/
__pyx_t_1 = (((this->_sent[__pyx_v_word]).sent_start == 1) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":245
* return 0
* elif this._sent[word].sent_start == 1:
* return 1 # <<<<<<<<<<<<<<
* elif this._sent_starts.count(word) >= 1:
* return 1
*/
__pyx_r = 1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":244
* if word < 0 or word >= this.length:
* return 0
* elif this._sent[word].sent_start == 1: # <<<<<<<<<<<<<<
* return 1
* elif this._sent_starts.count(word) >= 1:
*/
}
/* "pipeline/_parser_internals/_state.pxd":246
* elif this._sent[word].sent_start == 1:
* return 1
* elif this._sent_starts.count(word) >= 1: # <<<<<<<<<<<<<<
* return 1
* else:
*/
__pyx_t_1 = ((this->_sent_starts.count(__pyx_v_word) >= 1) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":247
* return 1
* elif this._sent_starts.count(word) >= 1:
* return 1 # <<<<<<<<<<<<<<
* else:
* return 0
*/
__pyx_r = 1;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":246
* elif this._sent[word].sent_start == 1:
* return 1
* elif this._sent_starts.count(word) >= 1: # <<<<<<<<<<<<<<
* return 1
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":249
* return 1
* else:
* return 0 # <<<<<<<<<<<<<<
*
* void set_sent_start(int word, int value) nogil:
*/
/*else*/ {
__pyx_r = 0;
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":241
* return 0
*
* int is_sent_start(int word) nogil const: # <<<<<<<<<<<<<<
* if word < 0 or word >= this.length:
* return 0
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":251
* return 0
*
* void set_sent_start(int word, int value) nogil: # <<<<<<<<<<<<<<
* if value >= 1:
* this._sent_starts.insert(word)
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::set_sent_start(int __pyx_v_word, int __pyx_v_value) {
int __pyx_t_1;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":252
*
* void set_sent_start(int word, int value) nogil:
* if value >= 1: # <<<<<<<<<<<<<<
* this._sent_starts.insert(word)
*
*/
__pyx_t_1 = ((__pyx_v_value >= 1) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":253
* void set_sent_start(int word, int value) nogil:
* if value >= 1:
* this._sent_starts.insert(word) # <<<<<<<<<<<<<<
*
* bint has_head(int child) nogil const:
*/
try {
this->_sent_starts.insert(__pyx_v_word);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 253, __pyx_L1_error)
}
/* "pipeline/_parser_internals/_state.pxd":252
*
* void set_sent_start(int word, int value) nogil:
* if value >= 1: # <<<<<<<<<<<<<<
* this._sent_starts.insert(word)
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":251
* return 0
*
* void set_sent_start(int word, int value) nogil: # <<<<<<<<<<<<<<
* if value >= 1:
* this._sent_starts.insert(word)
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.set_sent_start", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":255
* this._sent_starts.insert(word)
*
* bint has_head(int child) nogil const: # <<<<<<<<<<<<<<
* return this._heads[child] >= 0
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::has_head(int __pyx_v_child) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":256
*
* bint has_head(int child) nogil const:
* return this._heads[child] >= 0 # <<<<<<<<<<<<<<
*
* int l_edge(int word) nogil const:
*/
__pyx_r = ((this->_heads[__pyx_v_child]) >= 0);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":255
* this._sent_starts.insert(word)
*
* bint has_head(int child) nogil const: # <<<<<<<<<<<<<<
* return this._heads[child] >= 0
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":258
* return this._heads[child] >= 0
*
* int l_edge(int word) nogil const: # <<<<<<<<<<<<<<
* return word
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::l_edge(int __pyx_v_word) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":259
*
* int l_edge(int word) nogil const:
* return word # <<<<<<<<<<<<<<
*
* int r_edge(int word) nogil const:
*/
__pyx_r = __pyx_v_word;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":258
* return this._heads[child] >= 0
*
* int l_edge(int word) nogil const: # <<<<<<<<<<<<<<
* return word
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":261
* return word
*
* int r_edge(int word) nogil const: # <<<<<<<<<<<<<<
* return word
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::r_edge(int __pyx_v_word) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":262
*
* int r_edge(int word) nogil const:
* return word # <<<<<<<<<<<<<<
*
* int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:
*/
__pyx_r = __pyx_v_word;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":261
* return word
*
* int r_edge(int word) nogil const: # <<<<<<<<<<<<<<
* return word
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":264
* return word
*
* int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const: # <<<<<<<<<<<<<<
* cdef int n = 0
* head_arcs_it = heads_arcs.const_find(head)
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::n_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > const &__pyx_v_heads_arcs, int __pyx_v_head) const {
int __pyx_v_n;
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::const_iterator __pyx_v_head_arcs_it;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> const *__pyx_v_arcs;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::const_iterator __pyx_v_arcs_it;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
int __pyx_r;
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":265
*
* int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:
* cdef int n = 0 # <<<<<<<<<<<<<<
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end():
*/
__pyx_v_n = 0;
/* "pipeline/_parser_internals/_state.pxd":266
* int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:
* cdef int n = 0
* head_arcs_it = heads_arcs.const_find(head) # <<<<<<<<<<<<<<
* if head_arcs_it == heads_arcs.const_end():
* return n
*/
__pyx_v_head_arcs_it = __pyx_v_heads_arcs.find(__pyx_v_head);
/* "pipeline/_parser_internals/_state.pxd":267
* cdef int n = 0
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end(): # <<<<<<<<<<<<<<
* return n
*
*/
__pyx_t_1 = ((__pyx_v_head_arcs_it == __pyx_v_heads_arcs.end()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":268
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end():
* return n # <<<<<<<<<<<<<<
*
* cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
*/
__pyx_r = __pyx_v_n;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":267
* cdef int n = 0
* head_arcs_it = heads_arcs.const_find(head)
* if head_arcs_it == heads_arcs.const_end(): # <<<<<<<<<<<<<<
* return n
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":270
* return n
*
* cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second # <<<<<<<<<<<<<<
* arcs_it = arcs.const_begin()
* while arcs_it != arcs.end():
*/
__pyx_v_arcs = (&(*__pyx_v_head_arcs_it).second);
/* "pipeline/_parser_internals/_state.pxd":271
*
* cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
* arcs_it = arcs.const_begin() # <<<<<<<<<<<<<<
* while arcs_it != arcs.end():
* arc = deref(arcs_it)
*/
__pyx_v_arcs_it = __pyx_v_arcs->begin();
/* "pipeline/_parser_internals/_state.pxd":272
* cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
* arcs_it = arcs.const_begin()
* while arcs_it != arcs.end(): # <<<<<<<<<<<<<<
* arc = deref(arcs_it)
* if arc.child != -1:
*/
while (1) {
__pyx_t_1 = ((__pyx_v_arcs_it != __pyx_v_arcs->end()) != 0);
if (!__pyx_t_1) break;
/* "pipeline/_parser_internals/_state.pxd":273
* arcs_it = arcs.const_begin()
* while arcs_it != arcs.end():
* arc = deref(arcs_it) # <<<<<<<<<<<<<<
* if arc.child != -1:
* n += 1
*/
__pyx_v_arc = (*__pyx_v_arcs_it);
/* "pipeline/_parser_internals/_state.pxd":274
* while arcs_it != arcs.end():
* arc = deref(arcs_it)
* if arc.child != -1: # <<<<<<<<<<<<<<
* n += 1
* incr(arcs_it)
*/
__pyx_t_1 = ((__pyx_v_arc.child != -1L) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":275
* arc = deref(arcs_it)
* if arc.child != -1:
* n += 1 # <<<<<<<<<<<<<<
* incr(arcs_it)
*
*/
__pyx_v_n = (__pyx_v_n + 1);
/* "pipeline/_parser_internals/_state.pxd":274
* while arcs_it != arcs.end():
* arc = deref(arcs_it)
* if arc.child != -1: # <<<<<<<<<<<<<<
* n += 1
* incr(arcs_it)
*/
}
/* "pipeline/_parser_internals/_state.pxd":276
* if arc.child != -1:
* n += 1
* incr(arcs_it) # <<<<<<<<<<<<<<
*
* return n
*/
(void)((++__pyx_v_arcs_it));
}
/* "pipeline/_parser_internals/_state.pxd":278
* incr(arcs_it)
*
* return n # <<<<<<<<<<<<<<
*
* int n_L(int head) nogil const:
*/
__pyx_r = __pyx_v_n;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":264
* return word
*
* int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const: # <<<<<<<<<<<<<<
* cdef int n = 0
* head_arcs_it = heads_arcs.const_find(head)
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":280
* return n
*
* int n_L(int head) nogil const: # <<<<<<<<<<<<<<
* return n_arcs(this._left_arcs, head)
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::n_L(int __pyx_v_head) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":281
*
* int n_L(int head) nogil const:
* return n_arcs(this._left_arcs, head) # <<<<<<<<<<<<<<
*
* int n_R(int head) nogil const:
*/
__pyx_r = n_arcs(this->_left_arcs, __pyx_v_head);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":280
* return n
*
* int n_L(int head) nogil const: # <<<<<<<<<<<<<<
* return n_arcs(this._left_arcs, head)
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":283
* return n_arcs(this._left_arcs, head)
*
* int n_R(int head) nogil const: # <<<<<<<<<<<<<<
* return n_arcs(this._right_arcs, head)
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::n_R(int __pyx_v_head) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":284
*
* int n_R(int head) nogil const:
* return n_arcs(this._right_arcs, head) # <<<<<<<<<<<<<<
*
* bint stack_is_connected() nogil const:
*/
__pyx_r = n_arcs(this->_right_arcs, __pyx_v_head);
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":283
* return n_arcs(this._left_arcs, head)
*
* int n_R(int head) nogil const: # <<<<<<<<<<<<<<
* return n_arcs(this._right_arcs, head)
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":286
* return n_arcs(this._right_arcs, head)
*
* bint stack_is_connected() nogil const: # <<<<<<<<<<<<<<
* return False
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::stack_is_connected(void) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":287
*
* bint stack_is_connected() nogil const:
* return False # <<<<<<<<<<<<<<
*
* bint entity_is_open() nogil const:
*/
__pyx_r = 0;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":286
* return n_arcs(this._right_arcs, head)
*
* bint stack_is_connected() nogil const: # <<<<<<<<<<<<<<
* return False
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":289
* return False
*
* bint entity_is_open() nogil const: # <<<<<<<<<<<<<<
* if this._ents.size() == 0:
* return False
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::entity_is_open(void) const {
int __pyx_r;
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":290
*
* bint entity_is_open() nogil const:
* if this._ents.size() == 0: # <<<<<<<<<<<<<<
* return False
* else:
*/
__pyx_t_1 = ((this->_ents.size() == 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":291
* bint entity_is_open() nogil const:
* if this._ents.size() == 0:
* return False # <<<<<<<<<<<<<<
* else:
* return this._ents.back().end == -1
*/
__pyx_r = 0;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":290
*
* bint entity_is_open() nogil const:
* if this._ents.size() == 0: # <<<<<<<<<<<<<<
* return False
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":293
* return False
* else:
* return this._ents.back().end == -1 # <<<<<<<<<<<<<<
*
* int stack_depth() nogil const:
*/
/*else*/ {
__pyx_r = (this->_ents.back().end == -1L);
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":289
* return False
*
* bint entity_is_open() nogil const: # <<<<<<<<<<<<<<
* if this._ents.size() == 0:
* return False
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":295
* return this._ents.back().end == -1
*
* int stack_depth() nogil const: # <<<<<<<<<<<<<<
* return this._stack.size()
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::stack_depth(void) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":296
*
* int stack_depth() nogil const:
* return this._stack.size() # <<<<<<<<<<<<<<
*
* int buffer_length() nogil const:
*/
__pyx_r = this->_stack.size();
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":295
* return this._ents.back().end == -1
*
* int stack_depth() nogil const: # <<<<<<<<<<<<<<
* return this._stack.size()
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":298
* return this._stack.size()
*
* int buffer_length() nogil const: # <<<<<<<<<<<<<<
* return (this.length - this._b_i) + this._rebuffer.size()
*
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::buffer_length(void) const {
int __pyx_r;
/* "pipeline/_parser_internals/_state.pxd":299
*
* int buffer_length() nogil const:
* return (this.length - this._b_i) + this._rebuffer.size() # <<<<<<<<<<<<<<
*
* void push() nogil:
*/
__pyx_r = ((this->length - this->_b_i) + this->_rebuffer.size());
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":298
* return this._stack.size()
*
* int buffer_length() nogil const: # <<<<<<<<<<<<<<
* return (this.length - this._b_i) + this._rebuffer.size()
*
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":301
* return (this.length - this._b_i) + this._rebuffer.size()
*
* void push() nogil: # <<<<<<<<<<<<<<
* b0 = this.B(0)
* if this._rebuffer.size():
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::push(void) {
int __pyx_v_b0;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":302
*
* void push() nogil:
* b0 = this.B(0) # <<<<<<<<<<<<<<
* if this._rebuffer.size():
* b0 = this._rebuffer.back()
*/
__pyx_v_b0 = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":303
* void push() nogil:
* b0 = this.B(0)
* if this._rebuffer.size(): # <<<<<<<<<<<<<<
* b0 = this._rebuffer.back()
* this._rebuffer.pop_back()
*/
__pyx_t_1 = (this->_rebuffer.size() != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":304
* b0 = this.B(0)
* if this._rebuffer.size():
* b0 = this._rebuffer.back() # <<<<<<<<<<<<<<
* this._rebuffer.pop_back()
* else:
*/
__pyx_v_b0 = this->_rebuffer.back();
/* "pipeline/_parser_internals/_state.pxd":305
* if this._rebuffer.size():
* b0 = this._rebuffer.back()
* this._rebuffer.pop_back() # <<<<<<<<<<<<<<
* else:
* b0 = this._b_i
*/
this->_rebuffer.pop_back();
/* "pipeline/_parser_internals/_state.pxd":303
* void push() nogil:
* b0 = this.B(0)
* if this._rebuffer.size(): # <<<<<<<<<<<<<<
* b0 = this._rebuffer.back()
* this._rebuffer.pop_back()
*/
goto __pyx_L3;
}
/* "pipeline/_parser_internals/_state.pxd":307
* this._rebuffer.pop_back()
* else:
* b0 = this._b_i # <<<<<<<<<<<<<<
* this._b_i += 1
* this._stack.push_back(b0)
*/
/*else*/ {
__pyx_t_2 = this->_b_i;
__pyx_v_b0 = __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":308
* else:
* b0 = this._b_i
* this._b_i += 1 # <<<<<<<<<<<<<<
* this._stack.push_back(b0)
*
*/
this->_b_i = (this->_b_i + 1);
}
__pyx_L3:;
/* "pipeline/_parser_internals/_state.pxd":309
* b0 = this._b_i
* this._b_i += 1
* this._stack.push_back(b0) # <<<<<<<<<<<<<<
*
* void pop() nogil:
*/
try {
this->_stack.push_back(__pyx_v_b0);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 309, __pyx_L1_error)
}
/* "pipeline/_parser_internals/_state.pxd":301
* return (this.length - this._b_i) + this._rebuffer.size()
*
* void push() nogil: # <<<<<<<<<<<<<<
* b0 = this.B(0)
* if this._rebuffer.size():
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.push", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":311
* this._stack.push_back(b0)
*
* void pop() nogil: # <<<<<<<<<<<<<<
* this._stack.pop_back()
*
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::pop(void) {
/* "pipeline/_parser_internals/_state.pxd":312
*
* void pop() nogil:
* this._stack.pop_back() # <<<<<<<<<<<<<<
*
* void force_final() nogil:
*/
this->_stack.pop_back();
/* "pipeline/_parser_internals/_state.pxd":311
* this._stack.push_back(b0)
*
* void pop() nogil: # <<<<<<<<<<<<<<
* this._stack.pop_back()
*
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":314
* this._stack.pop_back()
*
* void force_final() nogil: # <<<<<<<<<<<<<<
* # This should only be used in desperate situations, as it may leave
* # the analysis in an unexpected state.
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::force_final(void) {
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":317
* # This should only be used in desperate situations, as it may leave
* # the analysis in an unexpected state.
* this._stack.clear() # <<<<<<<<<<<<<<
* this._b_i = this.length
*
*/
this->_stack.clear();
/* "pipeline/_parser_internals/_state.pxd":318
* # the analysis in an unexpected state.
* this._stack.clear()
* this._b_i = this.length # <<<<<<<<<<<<<<
*
* void unshift() nogil:
*/
__pyx_t_1 = this->length;
this->_b_i = __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":314
* this._stack.pop_back()
*
* void force_final() nogil: # <<<<<<<<<<<<<<
* # This should only be used in desperate situations, as it may leave
* # the analysis in an unexpected state.
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":320
* this._b_i = this.length
*
* void unshift() nogil: # <<<<<<<<<<<<<<
* s0 = this._stack.back()
* this._unshiftable[s0] = 1
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::unshift(void) {
int __pyx_v_s0;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":321
*
* void unshift() nogil:
* s0 = this._stack.back() # <<<<<<<<<<<<<<
* this._unshiftable[s0] = 1
* this._rebuffer.push_back(s0)
*/
__pyx_v_s0 = this->_stack.back();
/* "pipeline/_parser_internals/_state.pxd":322
* void unshift() nogil:
* s0 = this._stack.back()
* this._unshiftable[s0] = 1 # <<<<<<<<<<<<<<
* this._rebuffer.push_back(s0)
* this._stack.pop_back()
*/
(this->_unshiftable[__pyx_v_s0]) = 1;
/* "pipeline/_parser_internals/_state.pxd":323
* s0 = this._stack.back()
* this._unshiftable[s0] = 1
* this._rebuffer.push_back(s0) # <<<<<<<<<<<<<<
* this._stack.pop_back()
*
*/
try {
this->_rebuffer.push_back(__pyx_v_s0);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 323, __pyx_L1_error)
}
/* "pipeline/_parser_internals/_state.pxd":324
* this._unshiftable[s0] = 1
* this._rebuffer.push_back(s0)
* this._stack.pop_back() # <<<<<<<<<<<<<<
*
* int is_unshiftable(int item) nogil const:
*/
this->_stack.pop_back();
/* "pipeline/_parser_internals/_state.pxd":320
* this._b_i = this.length
*
* void unshift() nogil: # <<<<<<<<<<<<<<
* s0 = this._stack.back()
* this._unshiftable[s0] = 1
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.unshift", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":326
* this._stack.pop_back()
*
* int is_unshiftable(int item) nogil const: # <<<<<<<<<<<<<<
* if item >= this._unshiftable.size():
* return 0
*/
int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::is_unshiftable(int __pyx_v_item) const {
int __pyx_r;
int __pyx_t_1;
bool __pyx_t_2;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":327
*
* int is_unshiftable(int item) nogil const:
* if item >= this._unshiftable.size(): # <<<<<<<<<<<<<<
* return 0
* else:
*/
__pyx_t_1 = ((__pyx_v_item >= this->_unshiftable.size()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":328
* int is_unshiftable(int item) nogil const:
* if item >= this._unshiftable.size():
* return 0 # <<<<<<<<<<<<<<
* else:
* return this._unshiftable.at(item)
*/
__pyx_r = 0;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":327
*
* int is_unshiftable(int item) nogil const:
* if item >= this._unshiftable.size(): # <<<<<<<<<<<<<<
* return 0
* else:
*/
}
/* "pipeline/_parser_internals/_state.pxd":330
* return 0
* else:
* return this._unshiftable.at(item) # <<<<<<<<<<<<<<
*
* void set_reshiftable(int item) nogil:
*/
/*else*/ {
try {
__pyx_t_2 = this->_unshiftable.at(__pyx_v_item);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 330, __pyx_L1_error)
}
__pyx_r = __pyx_t_2;
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":326
* this._stack.pop_back()
*
* int is_unshiftable(int item) nogil const: # <<<<<<<<<<<<<<
* if item >= this._unshiftable.size():
* return 0
*/
/* function exit code */
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.is_unshiftable", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_r = 0;
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":332
* return this._unshiftable.at(item)
*
* void set_reshiftable(int item) nogil: # <<<<<<<<<<<<<<
* if item < this._unshiftable.size():
* this._unshiftable[item] = 0
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::set_reshiftable(int __pyx_v_item) {
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":333
*
* void set_reshiftable(int item) nogil:
* if item < this._unshiftable.size(): # <<<<<<<<<<<<<<
* this._unshiftable[item] = 0
*
*/
__pyx_t_1 = ((__pyx_v_item < this->_unshiftable.size()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":334
* void set_reshiftable(int item) nogil:
* if item < this._unshiftable.size():
* this._unshiftable[item] = 0 # <<<<<<<<<<<<<<
*
* void add_arc(int head, int child, attr_t label) nogil:
*/
(this->_unshiftable[__pyx_v_item]) = 0;
/* "pipeline/_parser_internals/_state.pxd":333
*
* void set_reshiftable(int item) nogil:
* if item < this._unshiftable.size(): # <<<<<<<<<<<<<<
* this._unshiftable[item] = 0
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":332
* return this._unshiftable.at(item)
*
* void set_reshiftable(int item) nogil: # <<<<<<<<<<<<<<
* if item < this._unshiftable.size():
* this._unshiftable[item] = 0
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":336
* this._unshiftable[item] = 0
*
* void add_arc(int head, int child, attr_t label) nogil: # <<<<<<<<<<<<<<
* if this.has_head(child):
* this.del_arc(this.H(child), child)
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::add_arc(int __pyx_v_head, int __pyx_v_child, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_label) {
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
int __pyx_t_1;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":337
*
* void add_arc(int head, int child, attr_t label) nogil:
* if this.has_head(child): # <<<<<<<<<<<<<<
* this.del_arc(this.H(child), child)
* cdef ArcC arc
*/
__pyx_t_1 = (this->has_head(__pyx_v_child) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":338
* void add_arc(int head, int child, attr_t label) nogil:
* if this.has_head(child):
* this.del_arc(this.H(child), child) # <<<<<<<<<<<<<<
* cdef ArcC arc
* arc.head = head
*/
this->del_arc(this->H(__pyx_v_child), __pyx_v_child);
/* "pipeline/_parser_internals/_state.pxd":337
*
* void add_arc(int head, int child, attr_t label) nogil:
* if this.has_head(child): # <<<<<<<<<<<<<<
* this.del_arc(this.H(child), child)
* cdef ArcC arc
*/
}
/* "pipeline/_parser_internals/_state.pxd":340
* this.del_arc(this.H(child), child)
* cdef ArcC arc
* arc.head = head # <<<<<<<<<<<<<<
* arc.child = child
* arc.label = label
*/
__pyx_v_arc.head = __pyx_v_head;
/* "pipeline/_parser_internals/_state.pxd":341
* cdef ArcC arc
* arc.head = head
* arc.child = child # <<<<<<<<<<<<<<
* arc.label = label
* if head > child:
*/
__pyx_v_arc.child = __pyx_v_child;
/* "pipeline/_parser_internals/_state.pxd":342
* arc.head = head
* arc.child = child
* arc.label = label # <<<<<<<<<<<<<<
* if head > child:
* this._left_arcs[arc.head].push_back(arc)
*/
__pyx_v_arc.label = __pyx_v_label;
/* "pipeline/_parser_internals/_state.pxd":343
* arc.child = child
* arc.label = label
* if head > child: # <<<<<<<<<<<<<<
* this._left_arcs[arc.head].push_back(arc)
* else:
*/
__pyx_t_1 = ((__pyx_v_head > __pyx_v_child) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":344
* arc.label = label
* if head > child:
* this._left_arcs[arc.head].push_back(arc) # <<<<<<<<<<<<<<
* else:
* this._right_arcs[arc.head].push_back(arc)
*/
try {
(this->_left_arcs[__pyx_v_arc.head]).push_back(__pyx_v_arc);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 344, __pyx_L1_error)
}
/* "pipeline/_parser_internals/_state.pxd":343
* arc.child = child
* arc.label = label
* if head > child: # <<<<<<<<<<<<<<
* this._left_arcs[arc.head].push_back(arc)
* else:
*/
goto __pyx_L4;
}
/* "pipeline/_parser_internals/_state.pxd":346
* this._left_arcs[arc.head].push_back(arc)
* else:
* this._right_arcs[arc.head].push_back(arc) # <<<<<<<<<<<<<<
* this._heads[child] = head
*
*/
/*else*/ {
try {
(this->_right_arcs[__pyx_v_arc.head]).push_back(__pyx_v_arc);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 346, __pyx_L1_error)
}
}
__pyx_L4:;
/* "pipeline/_parser_internals/_state.pxd":347
* else:
* this._right_arcs[arc.head].push_back(arc)
* this._heads[child] = head # <<<<<<<<<<<<<<
*
* void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
*/
(this->_heads[__pyx_v_child]) = __pyx_v_head;
/* "pipeline/_parser_internals/_state.pxd":336
* this._unshiftable[item] = 0
*
* void add_arc(int head, int child, attr_t label) nogil: # <<<<<<<<<<<<<<
* if this.has_head(child):
* this.del_arc(this.H(child), child)
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.add_arc", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":349
* this._heads[child] = head
*
* void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil: # <<<<<<<<<<<<<<
* arcs_it = heads_arcs.find(h_i)
* if arcs_it == heads_arcs.end():
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::map_del_arc(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > *__pyx_v_heads_arcs, int __pyx_v_h_i, int __pyx_v_c_i) {
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::iterator __pyx_v_arcs_it;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> *__pyx_v_arcs;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_v_i;
int __pyx_t_1;
int __pyx_t_2;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_t_3;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_t_4;
std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_t_5;
__Pyx_FakeReference<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> __pyx_t_6;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":350
*
* void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
* arcs_it = heads_arcs.find(h_i) # <<<<<<<<<<<<<<
* if arcs_it == heads_arcs.end():
* return
*/
__pyx_v_arcs_it = __pyx_v_heads_arcs->find(__pyx_v_h_i);
/* "pipeline/_parser_internals/_state.pxd":351
* void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
* arcs_it = heads_arcs.find(h_i)
* if arcs_it == heads_arcs.end(): # <<<<<<<<<<<<<<
* return
*
*/
__pyx_t_1 = ((__pyx_v_arcs_it == __pyx_v_heads_arcs->end()) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":352
* arcs_it = heads_arcs.find(h_i)
* if arcs_it == heads_arcs.end():
* return # <<<<<<<<<<<<<<
*
* arcs = &deref(arcs_it).second
*/
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":351
* void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
* arcs_it = heads_arcs.find(h_i)
* if arcs_it == heads_arcs.end(): # <<<<<<<<<<<<<<
* return
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":354
* return
*
* arcs = &deref(arcs_it).second # <<<<<<<<<<<<<<
* if arcs.size() == 0:
* return
*/
__pyx_v_arcs = (&(*__pyx_v_arcs_it).second);
/* "pipeline/_parser_internals/_state.pxd":355
*
* arcs = &deref(arcs_it).second
* if arcs.size() == 0: # <<<<<<<<<<<<<<
* return
*
*/
__pyx_t_1 = ((__pyx_v_arcs->size() == 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":356
* arcs = &deref(arcs_it).second
* if arcs.size() == 0:
* return # <<<<<<<<<<<<<<
*
* arc = arcs.back()
*/
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":355
*
* arcs = &deref(arcs_it).second
* if arcs.size() == 0: # <<<<<<<<<<<<<<
* return
*
*/
}
/* "pipeline/_parser_internals/_state.pxd":358
* return
*
* arc = arcs.back() # <<<<<<<<<<<<<<
* if arc.head == h_i and arc.child == c_i:
* arcs.pop_back()
*/
__pyx_v_arc = __pyx_v_arcs->back();
/* "pipeline/_parser_internals/_state.pxd":359
*
* arc = arcs.back()
* if arc.head == h_i and arc.child == c_i: # <<<<<<<<<<<<<<
* arcs.pop_back()
* else:
*/
__pyx_t_2 = ((__pyx_v_arc.head == __pyx_v_h_i) != 0);
if (__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L6_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_arc.child == __pyx_v_c_i) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L6_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":360
* arc = arcs.back()
* if arc.head == h_i and arc.child == c_i:
* arcs.pop_back() # <<<<<<<<<<<<<<
* else:
* for i in range(arcs.size()-1):
*/
__pyx_v_arcs->pop_back();
/* "pipeline/_parser_internals/_state.pxd":359
*
* arc = arcs.back()
* if arc.head == h_i and arc.child == c_i: # <<<<<<<<<<<<<<
* arcs.pop_back()
* else:
*/
goto __pyx_L5;
}
/* "pipeline/_parser_internals/_state.pxd":362
* arcs.pop_back()
* else:
* for i in range(arcs.size()-1): # <<<<<<<<<<<<<<
* arc = arcs.at(i)
* if arc.head == h_i and arc.child == c_i:
*/
/*else*/ {
__pyx_t_3 = (__pyx_v_arcs->size() - 1);
__pyx_t_4 = __pyx_t_3;
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
__pyx_v_i = __pyx_t_5;
/* "pipeline/_parser_internals/_state.pxd":363
* else:
* for i in range(arcs.size()-1):
* arc = arcs.at(i) # <<<<<<<<<<<<<<
* if arc.head == h_i and arc.child == c_i:
* arc.head = -1
*/
try {
__pyx_t_6 = __pyx_v_arcs->at(__pyx_v_i);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 363, __pyx_L1_error)
}
__pyx_v_arc = __pyx_t_6;
/* "pipeline/_parser_internals/_state.pxd":364
* for i in range(arcs.size()-1):
* arc = arcs.at(i)
* if arc.head == h_i and arc.child == c_i: # <<<<<<<<<<<<<<
* arc.head = -1
* arc.child = -1
*/
__pyx_t_2 = ((__pyx_v_arc.head == __pyx_v_h_i) != 0);
if (__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L11_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_arc.child == __pyx_v_c_i) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L11_bool_binop_done:;
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":365
* arc = arcs.at(i)
* if arc.head == h_i and arc.child == c_i:
* arc.head = -1 # <<<<<<<<<<<<<<
* arc.child = -1
* arc.label = 0
*/
__pyx_v_arc.head = -1;
/* "pipeline/_parser_internals/_state.pxd":366
* if arc.head == h_i and arc.child == c_i:
* arc.head = -1
* arc.child = -1 # <<<<<<<<<<<<<<
* arc.label = 0
* break
*/
__pyx_v_arc.child = -1;
/* "pipeline/_parser_internals/_state.pxd":367
* arc.head = -1
* arc.child = -1
* arc.label = 0 # <<<<<<<<<<<<<<
* break
*
*/
__pyx_v_arc.label = 0;
/* "pipeline/_parser_internals/_state.pxd":368
* arc.child = -1
* arc.label = 0
* break # <<<<<<<<<<<<<<
*
* void del_arc(int h_i, int c_i) nogil:
*/
goto __pyx_L9_break;
/* "pipeline/_parser_internals/_state.pxd":364
* for i in range(arcs.size()-1):
* arc = arcs.at(i)
* if arc.head == h_i and arc.child == c_i: # <<<<<<<<<<<<<<
* arc.head = -1
* arc.child = -1
*/
}
}
__pyx_L9_break:;
}
__pyx_L5:;
/* "pipeline/_parser_internals/_state.pxd":349
* this._heads[child] = head
*
* void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil: # <<<<<<<<<<<<<<
* arcs_it = heads_arcs.find(h_i)
* if arcs_it == heads_arcs.end():
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.map_del_arc", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":370
* break
*
* void del_arc(int h_i, int c_i) nogil: # <<<<<<<<<<<<<<
* if h_i > c_i:
* this.map_del_arc(&this._left_arcs, h_i, c_i)
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::del_arc(int __pyx_v_h_i, int __pyx_v_c_i) {
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":371
*
* void del_arc(int h_i, int c_i) nogil:
* if h_i > c_i: # <<<<<<<<<<<<<<
* this.map_del_arc(&this._left_arcs, h_i, c_i)
* else:
*/
__pyx_t_1 = ((__pyx_v_h_i > __pyx_v_c_i) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":372
* void del_arc(int h_i, int c_i) nogil:
* if h_i > c_i:
* this.map_del_arc(&this._left_arcs, h_i, c_i) # <<<<<<<<<<<<<<
* else:
* this.map_del_arc(&this._right_arcs, h_i, c_i)
*/
this->map_del_arc((&this->_left_arcs), __pyx_v_h_i, __pyx_v_c_i);
/* "pipeline/_parser_internals/_state.pxd":371
*
* void del_arc(int h_i, int c_i) nogil:
* if h_i > c_i: # <<<<<<<<<<<<<<
* this.map_del_arc(&this._left_arcs, h_i, c_i)
* else:
*/
goto __pyx_L3;
}
/* "pipeline/_parser_internals/_state.pxd":374
* this.map_del_arc(&this._left_arcs, h_i, c_i)
* else:
* this.map_del_arc(&this._right_arcs, h_i, c_i) # <<<<<<<<<<<<<<
*
* SpanC get_ent() nogil const:
*/
/*else*/ {
this->map_del_arc((&this->_right_arcs), __pyx_v_h_i, __pyx_v_c_i);
}
__pyx_L3:;
/* "pipeline/_parser_internals/_state.pxd":370
* break
*
* void del_arc(int h_i, int c_i) nogil: # <<<<<<<<<<<<<<
* if h_i > c_i:
* this.map_del_arc(&this._left_arcs, h_i, c_i)
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":376
* this.map_del_arc(&this._right_arcs, h_i, c_i)
*
* SpanC get_ent() nogil const: # <<<<<<<<<<<<<<
* cdef SpanC ent
* if this._ents.size() == 0:
*/
struct __pyx_t_5spacy_7structs_SpanC __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::get_ent(void) const {
struct __pyx_t_5spacy_7structs_SpanC __pyx_v_ent;
struct __pyx_t_5spacy_7structs_SpanC __pyx_r;
int __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":378
* SpanC get_ent() nogil const:
* cdef SpanC ent
* if this._ents.size() == 0: # <<<<<<<<<<<<<<
* ent.start = 0
* ent.end = 0
*/
__pyx_t_1 = ((this->_ents.size() == 0) != 0);
if (__pyx_t_1) {
/* "pipeline/_parser_internals/_state.pxd":379
* cdef SpanC ent
* if this._ents.size() == 0:
* ent.start = 0 # <<<<<<<<<<<<<<
* ent.end = 0
* ent.label = 0
*/
__pyx_v_ent.start = 0;
/* "pipeline/_parser_internals/_state.pxd":380
* if this._ents.size() == 0:
* ent.start = 0
* ent.end = 0 # <<<<<<<<<<<<<<
* ent.label = 0
* return ent
*/
__pyx_v_ent.end = 0;
/* "pipeline/_parser_internals/_state.pxd":381
* ent.start = 0
* ent.end = 0
* ent.label = 0 # <<<<<<<<<<<<<<
* return ent
* else:
*/
__pyx_v_ent.label = 0;
/* "pipeline/_parser_internals/_state.pxd":382
* ent.end = 0
* ent.label = 0
* return ent # <<<<<<<<<<<<<<
* else:
* return this._ents.back()
*/
__pyx_r = __pyx_v_ent;
goto __pyx_L0;
/* "pipeline/_parser_internals/_state.pxd":378
* SpanC get_ent() nogil const:
* cdef SpanC ent
* if this._ents.size() == 0: # <<<<<<<<<<<<<<
* ent.start = 0
* ent.end = 0
*/
}
/* "pipeline/_parser_internals/_state.pxd":384
* return ent
* else:
* return this._ents.back() # <<<<<<<<<<<<<<
*
* void open_ent(attr_t label) nogil:
*/
/*else*/ {
__pyx_r = this->_ents.back();
goto __pyx_L0;
}
/* "pipeline/_parser_internals/_state.pxd":376
* this.map_del_arc(&this._right_arcs, h_i, c_i)
*
* SpanC get_ent() nogil const: # <<<<<<<<<<<<<<
* cdef SpanC ent
* if this._ents.size() == 0:
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "pipeline/_parser_internals/_state.pxd":386
* return this._ents.back()
*
* void open_ent(attr_t label) nogil: # <<<<<<<<<<<<<<
* cdef SpanC ent
* ent.start = this.B(0)
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::open_ent(__pyx_t_5spacy_8typedefs_attr_t __pyx_v_label) {
struct __pyx_t_5spacy_7structs_SpanC __pyx_v_ent;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
/* "pipeline/_parser_internals/_state.pxd":388
* void open_ent(attr_t label) nogil:
* cdef SpanC ent
* ent.start = this.B(0) # <<<<<<<<<<<<<<
* ent.label = label
* ent.end = -1
*/
__pyx_v_ent.start = this->B(0);
/* "pipeline/_parser_internals/_state.pxd":389
* cdef SpanC ent
* ent.start = this.B(0)
* ent.label = label # <<<<<<<<<<<<<<
* ent.end = -1
* this._ents.push_back(ent)
*/
__pyx_v_ent.label = __pyx_v_label;
/* "pipeline/_parser_internals/_state.pxd":390
* ent.start = this.B(0)
* ent.label = label
* ent.end = -1 # <<<<<<<<<<<<<<
* this._ents.push_back(ent)
*
*/
__pyx_v_ent.end = -1;
/* "pipeline/_parser_internals/_state.pxd":391
* ent.label = label
* ent.end = -1
* this._ents.push_back(ent) # <<<<<<<<<<<<<<
*
* void close_ent() nogil:
*/
try {
this->_ents.push_back(__pyx_v_ent);
} catch(...) {
#ifdef WITH_THREAD
PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
#endif
__Pyx_CppExn2PyErr();
#ifdef WITH_THREAD
__Pyx_PyGILState_Release(__pyx_gilstate_save);
#endif
__PYX_ERR(4, 391, __pyx_L1_error)
}
/* "pipeline/_parser_internals/_state.pxd":386
* return this._ents.back()
*
* void open_ent(attr_t label) nogil: # <<<<<<<<<<<<<<
* cdef SpanC ent
* ent.start = this.B(0)
*/
/* function exit code */
goto __pyx_L0;
__pyx_L1_error:;
__Pyx_WriteUnraisable("StateC.open_ent", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
__pyx_L0:;
}
/* "pipeline/_parser_internals/_state.pxd":393
* this._ents.push_back(ent)
*
* void close_ent() nogil: # <<<<<<<<<<<<<<
* this._ents.back().end = this.B(0)+1
*
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::close_ent(void) {
/* "pipeline/_parser_internals/_state.pxd":394
*
* void close_ent() nogil:
* this._ents.back().end = this.B(0)+1 # <<<<<<<<<<<<<<
*
* void clone(const StateC* src) nogil:
*/
this->_ents.back().end = (this->B(0) + 1);
/* "pipeline/_parser_internals/_state.pxd":393
* this._ents.push_back(ent)
*
* void close_ent() nogil: # <<<<<<<<<<<<<<
* this._ents.back().end = this.B(0)+1
*
*/
/* function exit code */
}
/* "pipeline/_parser_internals/_state.pxd":396
* this._ents.back().end = this.B(0)+1
*
* void clone(const StateC* src) nogil: # <<<<<<<<<<<<<<
* this.length = src.length
* this._sent = src._sent
*/
void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::clone(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *__pyx_v_src) {
int __pyx_t_1;
struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_2;
std::vector<int> __pyx_t_3;
std::set<int> __pyx_t_4;
std::vector<bool> __pyx_t_5;
std::vector<struct __pyx_t_5spacy_7structs_SpanC> __pyx_t_6;
std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > __pyx_t_7;
struct __pyx_t_5spacy_7structs_TokenC __pyx_t_8;
/* "pipeline/_parser_internals/_state.pxd":397
*
* void clone(const StateC* src) nogil:
* this.length = src.length # <<<<<<<<<<<<<<
* this._sent = src._sent
* this._stack = src._stack
*/
__pyx_t_1 = __pyx_v_src->length;
this->length = __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":398
* void clone(const StateC* src) nogil:
* this.length = src.length
* this._sent = src._sent # <<<<<<<<<<<<<<
* this._stack = src._stack
* this._rebuffer = src._rebuffer
*/
__pyx_t_2 = __pyx_v_src->_sent;
this->_sent = __pyx_t_2;
/* "pipeline/_parser_internals/_state.pxd":399
* this.length = src.length
* this._sent = src._sent
* this._stack = src._stack # <<<<<<<<<<<<<<
* this._rebuffer = src._rebuffer
* this._sent_starts = src._sent_starts
*/
__pyx_t_3 = __pyx_v_src->_stack;
this->_stack = __pyx_t_3;
/* "pipeline/_parser_internals/_state.pxd":400
* this._sent = src._sent
* this._stack = src._stack
* this._rebuffer = src._rebuffer # <<<<<<<<<<<<<<
* this._sent_starts = src._sent_starts
* this._unshiftable = src._unshiftable
*/
__pyx_t_3 = __pyx_v_src->_rebuffer;
this->_rebuffer = __pyx_t_3;
/* "pipeline/_parser_internals/_state.pxd":401
* this._stack = src._stack
* this._rebuffer = src._rebuffer
* this._sent_starts = src._sent_starts # <<<<<<<<<<<<<<
* this._unshiftable = src._unshiftable
* memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
*/
__pyx_t_4 = __pyx_v_src->_sent_starts;
this->_sent_starts = __pyx_t_4;
/* "pipeline/_parser_internals/_state.pxd":402
* this._rebuffer = src._rebuffer
* this._sent_starts = src._sent_starts
* this._unshiftable = src._unshiftable # <<<<<<<<<<<<<<
* memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
* this._ents = src._ents
*/
__pyx_t_5 = __pyx_v_src->_unshiftable;
this->_unshiftable = __pyx_t_5;
/* "pipeline/_parser_internals/_state.pxd":403
* this._sent_starts = src._sent_starts
* this._unshiftable = src._unshiftable
* memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0])) # <<<<<<<<<<<<<<
* this._ents = src._ents
* this._left_arcs = src._left_arcs
*/
(void)(memcpy(this->_heads, __pyx_v_src->_heads, (this->length * (sizeof((this->_heads[0]))))));
/* "pipeline/_parser_internals/_state.pxd":404
* this._unshiftable = src._unshiftable
* memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
* this._ents = src._ents # <<<<<<<<<<<<<<
* this._left_arcs = src._left_arcs
* this._right_arcs = src._right_arcs
*/
__pyx_t_6 = __pyx_v_src->_ents;
this->_ents = __pyx_t_6;
/* "pipeline/_parser_internals/_state.pxd":405
* memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
* this._ents = src._ents
* this._left_arcs = src._left_arcs # <<<<<<<<<<<<<<
* this._right_arcs = src._right_arcs
* this._b_i = src._b_i
*/
__pyx_t_7 = __pyx_v_src->_left_arcs;
this->_left_arcs = __pyx_t_7;
/* "pipeline/_parser_internals/_state.pxd":406
* this._ents = src._ents
* this._left_arcs = src._left_arcs
* this._right_arcs = src._right_arcs # <<<<<<<<<<<<<<
* this._b_i = src._b_i
* this.offset = src.offset
*/
__pyx_t_7 = __pyx_v_src->_right_arcs;
this->_right_arcs = __pyx_t_7;
/* "pipeline/_parser_internals/_state.pxd":407
* this._left_arcs = src._left_arcs
* this._right_arcs = src._right_arcs
* this._b_i = src._b_i # <<<<<<<<<<<<<<
* this.offset = src.offset
* this._empty_token = src._empty_token
*/
__pyx_t_1 = __pyx_v_src->_b_i;
this->_b_i = __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":408
* this._right_arcs = src._right_arcs
* this._b_i = src._b_i
* this.offset = src.offset # <<<<<<<<<<<<<<
* this._empty_token = src._empty_token
*/
__pyx_t_1 = __pyx_v_src->offset;
this->offset = __pyx_t_1;
/* "pipeline/_parser_internals/_state.pxd":409
* this._b_i = src._b_i
* this.offset = src.offset
* this._empty_token = src._empty_token # <<<<<<<<<<<<<<
*/
__pyx_t_8 = __pyx_v_src->_empty_token;
this->_empty_token = __pyx_t_8;
/* "pipeline/_parser_internals/_state.pxd":396
* this._ents.back().end = this.B(0)+1
*
* void clone(const StateC* src) nogil: # <<<<<<<<<<<<<<
* this.length = src.length
* this._sent = src._sent
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":32
* cdef class Vec:
* @staticmethod
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil: # <<<<<<<<<<<<<<
* if n_classes == 2:
* return 0 if scores[0] > scores[1] else 1
*/
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const __pyx_v_n_classes) {
int __pyx_v_i;
int __pyx_v_best;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_mode;
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":33
* @staticmethod
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil:
* if n_classes == 2: # <<<<<<<<<<<<<<
* return 0 if scores[0] > scores[1] else 1
* cdef int i
*/
__pyx_t_1 = ((__pyx_v_n_classes == 2) != 0);
if (__pyx_t_1) {
/* "thinc/backends/linalg.pxd":34
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil:
* if n_classes == 2:
* return 0 if scores[0] > scores[1] else 1 # <<<<<<<<<<<<<<
* cdef int i
* cdef int best = 0
*/
if ((((__pyx_v_scores[0]) > (__pyx_v_scores[1])) != 0)) {
__pyx_t_2 = 0;
} else {
__pyx_t_2 = 1;
}
__pyx_r = __pyx_t_2;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":33
* @staticmethod
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil:
* if n_classes == 2: # <<<<<<<<<<<<<<
* return 0 if scores[0] > scores[1] else 1
* cdef int i
*/
}
/* "thinc/backends/linalg.pxd":36
* return 0 if scores[0] > scores[1] else 1
* cdef int i
* cdef int best = 0 # <<<<<<<<<<<<<<
* cdef weight_t mode = scores[0]
* for i in range(1, n_classes):
*/
__pyx_v_best = 0;
/* "thinc/backends/linalg.pxd":37
* cdef int i
* cdef int best = 0
* cdef weight_t mode = scores[0] # <<<<<<<<<<<<<<
* for i in range(1, n_classes):
* if scores[i] > mode:
*/
__pyx_v_mode = (__pyx_v_scores[0]);
/* "thinc/backends/linalg.pxd":38
* cdef int best = 0
* cdef weight_t mode = scores[0]
* for i in range(1, n_classes): # <<<<<<<<<<<<<<
* if scores[i] > mode:
* mode = scores[i]
*/
__pyx_t_2 = __pyx_v_n_classes;
__pyx_t_3 = __pyx_t_2;
for (__pyx_t_4 = 1; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
__pyx_v_i = __pyx_t_4;
/* "thinc/backends/linalg.pxd":39
* cdef weight_t mode = scores[0]
* for i in range(1, n_classes):
* if scores[i] > mode: # <<<<<<<<<<<<<<
* mode = scores[i]
* best = i
*/
__pyx_t_1 = (((__pyx_v_scores[__pyx_v_i]) > __pyx_v_mode) != 0);
if (__pyx_t_1) {
/* "thinc/backends/linalg.pxd":40
* for i in range(1, n_classes):
* if scores[i] > mode:
* mode = scores[i] # <<<<<<<<<<<<<<
* best = i
* return best
*/
__pyx_v_mode = (__pyx_v_scores[__pyx_v_i]);
/* "thinc/backends/linalg.pxd":41
* if scores[i] > mode:
* mode = scores[i]
* best = i # <<<<<<<<<<<<<<
* return best
*
*/
__pyx_v_best = __pyx_v_i;
/* "thinc/backends/linalg.pxd":39
* cdef weight_t mode = scores[0]
* for i in range(1, n_classes):
* if scores[i] > mode: # <<<<<<<<<<<<<<
* mode = scores[i]
* best = i
*/
}
}
/* "thinc/backends/linalg.pxd":42
* mode = scores[i]
* best = i
* return best # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = __pyx_v_best;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":32
* cdef class Vec:
* @staticmethod
* cdef inline int arg_max(const weight_t* scores, const int n_classes) nogil: # <<<<<<<<<<<<<<
* if n_classes == 2:
* return 0 if scores[0] > scores[1] else 1
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":45
*
* @staticmethod
* cdef inline weight_t max(const weight_t* x, int32_t nr) nogil: # <<<<<<<<<<<<<<
* if nr == 0:
* return 0
*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, int32_t __pyx_v_nr) {
int __pyx_v_i;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_mode;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r;
int __pyx_t_1;
int32_t __pyx_t_2;
int32_t __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":46
* @staticmethod
* cdef inline weight_t max(const weight_t* x, int32_t nr) nogil:
* if nr == 0: # <<<<<<<<<<<<<<
* return 0
* cdef int i
*/
__pyx_t_1 = ((__pyx_v_nr == 0) != 0);
if (__pyx_t_1) {
/* "thinc/backends/linalg.pxd":47
* cdef inline weight_t max(const weight_t* x, int32_t nr) nogil:
* if nr == 0:
* return 0 # <<<<<<<<<<<<<<
* cdef int i
* cdef weight_t mode = x[0]
*/
__pyx_r = 0.0;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":46
* @staticmethod
* cdef inline weight_t max(const weight_t* x, int32_t nr) nogil:
* if nr == 0: # <<<<<<<<<<<<<<
* return 0
* cdef int i
*/
}
/* "thinc/backends/linalg.pxd":49
* return 0
* cdef int i
* cdef weight_t mode = x[0] # <<<<<<<<<<<<<<
* for i in range(1, nr):
* if x[i] > mode:
*/
__pyx_v_mode = (__pyx_v_x[0]);
/* "thinc/backends/linalg.pxd":50
* cdef int i
* cdef weight_t mode = x[0]
* for i in range(1, nr): # <<<<<<<<<<<<<<
* if x[i] > mode:
* mode = x[i]
*/
__pyx_t_2 = __pyx_v_nr;
__pyx_t_3 = __pyx_t_2;
for (__pyx_t_4 = 1; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
__pyx_v_i = __pyx_t_4;
/* "thinc/backends/linalg.pxd":51
* cdef weight_t mode = x[0]
* for i in range(1, nr):
* if x[i] > mode: # <<<<<<<<<<<<<<
* mode = x[i]
* return mode
*/
__pyx_t_1 = (((__pyx_v_x[__pyx_v_i]) > __pyx_v_mode) != 0);
if (__pyx_t_1) {
/* "thinc/backends/linalg.pxd":52
* for i in range(1, nr):
* if x[i] > mode:
* mode = x[i] # <<<<<<<<<<<<<<
* return mode
*
*/
__pyx_v_mode = (__pyx_v_x[__pyx_v_i]);
/* "thinc/backends/linalg.pxd":51
* cdef weight_t mode = x[0]
* for i in range(1, nr):
* if x[i] > mode: # <<<<<<<<<<<<<<
* mode = x[i]
* return mode
*/
}
}
/* "thinc/backends/linalg.pxd":53
* if x[i] > mode:
* mode = x[i]
* return mode # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = __pyx_v_mode;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":45
*
* @staticmethod
* cdef inline weight_t max(const weight_t* x, int32_t nr) nogil: # <<<<<<<<<<<<<<
* if nr == 0:
* return 0
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":56
*
* @staticmethod
* cdef inline weight_t sum(const weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* cdef weight_t total = 0
*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_sum(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr) {
int __pyx_v_i;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_total;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
/* "thinc/backends/linalg.pxd":58
* cdef inline weight_t sum(const weight_t* vec, int32_t nr) nogil:
* cdef int i
* cdef weight_t total = 0 # <<<<<<<<<<<<<<
* for i in range(nr):
* total += vec[i]
*/
__pyx_v_total = 0.0;
/* "thinc/backends/linalg.pxd":59
* cdef int i
* cdef weight_t total = 0
* for i in range(nr): # <<<<<<<<<<<<<<
* total += vec[i]
* return total
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":60
* cdef weight_t total = 0
* for i in range(nr):
* total += vec[i] # <<<<<<<<<<<<<<
* return total
*
*/
__pyx_v_total = (__pyx_v_total + (__pyx_v_vec[__pyx_v_i]));
}
/* "thinc/backends/linalg.pxd":61
* for i in range(nr):
* total += vec[i]
* return total # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = __pyx_v_total;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":56
*
* @staticmethod
* cdef inline weight_t sum(const weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* cdef weight_t total = 0
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":64
*
* @staticmethod
* cdef inline weight_t norm(const weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef weight_t total = 0
* for i in range(nr):
*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_norm(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr) {
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_total;
int32_t __pyx_v_i;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int32_t __pyx_t_3;
/* "thinc/backends/linalg.pxd":65
* @staticmethod
* cdef inline weight_t norm(const weight_t* vec, int32_t nr) nogil:
* cdef weight_t total = 0 # <<<<<<<<<<<<<<
* for i in range(nr):
* total += vec[i] ** 2
*/
__pyx_v_total = 0.0;
/* "thinc/backends/linalg.pxd":66
* cdef inline weight_t norm(const weight_t* vec, int32_t nr) nogil:
* cdef weight_t total = 0
* for i in range(nr): # <<<<<<<<<<<<<<
* total += vec[i] ** 2
* return sqrt(total)
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":67
* cdef weight_t total = 0
* for i in range(nr):
* total += vec[i] ** 2 # <<<<<<<<<<<<<<
* return sqrt(total)
*
*/
__pyx_v_total = (__pyx_v_total + powf(((__pyx_t_5thinc_8backends_6linalg_weight_t)(__pyx_v_vec[__pyx_v_i])), 2.0));
}
/* "thinc/backends/linalg.pxd":68
* for i in range(nr):
* total += vec[i] ** 2
* return sqrt(total) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = sqrt(__pyx_v_total);
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":64
*
* @staticmethod
* cdef inline weight_t norm(const weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef weight_t total = 0
* for i in range(nr):
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":71
*
* @staticmethod
* cdef inline void add(weight_t* output, const weight_t* x, # <<<<<<<<<<<<<<
* weight_t inc, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":73
* cdef inline void add(weight_t* output, const weight_t* x,
* weight_t inc, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* Vec.add_i(output, inc, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":74
* weight_t inc, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
* Vec.add_i(output, inc, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_v_output, __pyx_v_inc, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":71
*
* @staticmethod
* cdef inline void add(weight_t* output, const weight_t* x, # <<<<<<<<<<<<<<
* weight_t inc, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":77
*
* @staticmethod
* cdef inline void add_i(weight_t* vec, weight_t inc, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":79
* cdef inline void add_i(weight_t* vec, weight_t inc, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* vec[i] += inc
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":80
* cdef int i
* for i in range(nr):
* vec[i] += inc # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_vec[__pyx_t_4]) = ((__pyx_v_vec[__pyx_t_4]) + __pyx_v_inc);
}
/* "thinc/backends/linalg.pxd":77
*
* @staticmethod
* cdef inline void add_i(weight_t* vec, weight_t inc, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":83
*
* @staticmethod
* cdef inline void mul(weight_t* output, const weight_t* vec, weight_t scal, # <<<<<<<<<<<<<<
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":85
* cdef inline void mul(weight_t* output, const weight_t* vec, weight_t scal,
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* Vec.mul_i(output, scal, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":86
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
* Vec.mul_i(output, scal, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_v_output, __pyx_v_scal, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":83
*
* @staticmethod
* cdef inline void mul(weight_t* output, const weight_t* vec, weight_t scal, # <<<<<<<<<<<<<<
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":89
*
* @staticmethod
* cdef inline void mul_i(weight_t* vec, weight_t scal, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* IF USE_BLAS:
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":94
* blis.cy.scalv(BLIS_NO_CONJUGATE, nr, scal, vec, 1)
* ELSE:
* for i in range(nr): # <<<<<<<<<<<<<<
* vec[i] *= scal
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":95
* ELSE:
* for i in range(nr):
* vec[i] *= scal # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_vec[__pyx_t_4]) = ((__pyx_v_vec[__pyx_t_4]) * __pyx_v_scal);
}
/* "thinc/backends/linalg.pxd":89
*
* @staticmethod
* cdef inline void mul_i(weight_t* vec, weight_t scal, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* IF USE_BLAS:
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":98
*
* @staticmethod
* cdef inline void pow(weight_t* output, const weight_t* vec, weight_t scal, # <<<<<<<<<<<<<<
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":100
* cdef inline void pow(weight_t* output, const weight_t* vec, weight_t scal,
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* Vec.pow_i(output, scal, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":101
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
* Vec.pow_i(output, scal, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_v_output, __pyx_v_scal, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":98
*
* @staticmethod
* cdef inline void pow(weight_t* output, const weight_t* vec, weight_t scal, # <<<<<<<<<<<<<<
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":104
*
* @staticmethod
* cdef inline void pow_i(weight_t* vec, const weight_t scal, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":106
* cdef inline void pow_i(weight_t* vec, const weight_t scal, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* vec[i] **= scal
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":107
* cdef int i
* for i in range(nr):
* vec[i] **= scal # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_vec[__pyx_t_4]) = powf((__pyx_v_vec[__pyx_t_4]), ((__pyx_t_5thinc_8backends_6linalg_weight_t)__pyx_v_scal));
}
/* "thinc/backends/linalg.pxd":104
*
* @staticmethod
* cdef inline void pow_i(weight_t* vec, const weight_t scal, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":111
* @staticmethod
* @cython.cdivision(True)
* cdef inline void div(weight_t* output, const weight_t* vec, weight_t scal, # <<<<<<<<<<<<<<
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":113
* cdef inline void div(weight_t* output, const weight_t* vec, weight_t scal,
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* Vec.div_i(output, scal, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":114
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
* Vec.div_i(output, scal, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_v_output, __pyx_v_scal, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":111
* @staticmethod
* @cython.cdivision(True)
* cdef inline void div(weight_t* output, const weight_t* vec, weight_t scal, # <<<<<<<<<<<<<<
* int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":118
* @staticmethod
* @cython.cdivision(True)
* cdef inline void div_i(weight_t* vec, const weight_t scal, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":120
* cdef inline void div_i(weight_t* vec, const weight_t scal, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* vec[i] /= scal
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":121
* cdef int i
* for i in range(nr):
* vec[i] /= scal # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_vec[__pyx_t_4]) = ((__pyx_v_vec[__pyx_t_4]) / __pyx_v_scal);
}
/* "thinc/backends/linalg.pxd":118
* @staticmethod
* @cython.cdivision(True)
* cdef inline void div_i(weight_t* vec, const weight_t scal, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":124
*
* @staticmethod
* cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* memcpy(output, vec, sizeof(output[0]) * nr)
* Vec.exp_i(output, nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":125
* @staticmethod
* cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* Vec.exp_i(output, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":126
* cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) nogil:
* memcpy(output, vec, sizeof(output[0]) * nr)
* Vec.exp_i(output, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_v_output, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":124
*
* @staticmethod
* cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* memcpy(output, vec, sizeof(output[0]) * nr)
* Vec.exp_i(output, nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":129
*
* @staticmethod
* cdef inline void exp_i(weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
/* "thinc/backends/linalg.pxd":131
* cdef inline void exp_i(weight_t* vec, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* vec[i] = exp(vec[i])
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":132
* cdef int i
* for i in range(nr):
* vec[i] = exp(vec[i]) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
(__pyx_v_vec[__pyx_v_i]) = exp((__pyx_v_vec[__pyx_v_i]));
}
/* "thinc/backends/linalg.pxd":129
*
* @staticmethod
* cdef inline void exp_i(weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":135
*
* @staticmethod
* cdef inline void reciprocal_i(weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_reciprocal_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
/* "thinc/backends/linalg.pxd":137
* cdef inline void reciprocal_i(weight_t* vec, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* vec[i] = 1.0 / vec[i]
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":138
* cdef int i
* for i in range(nr):
* vec[i] = 1.0 / vec[i] # <<<<<<<<<<<<<<
*
* @staticmethod
*/
(__pyx_v_vec[__pyx_v_i]) = (1.0 / (__pyx_v_vec[__pyx_v_i]));
}
/* "thinc/backends/linalg.pxd":135
*
* @staticmethod
* cdef inline void reciprocal_i(weight_t* vec, int32_t nr) nogil: # <<<<<<<<<<<<<<
* cdef int i
* for i in range(nr):
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":141
*
* @staticmethod
* cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) nogil: # <<<<<<<<<<<<<<
* cdef weight_t mean = 0.
* for x in X[:nr_dim]:
*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_mean(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim) {
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_mean;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_x;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r;
__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_t_1;
__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_t_2;
__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_t_3;
/* "thinc/backends/linalg.pxd":142
* @staticmethod
* cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) nogil:
* cdef weight_t mean = 0. # <<<<<<<<<<<<<<
* for x in X[:nr_dim]:
* mean += x
*/
__pyx_v_mean = 0.;
/* "thinc/backends/linalg.pxd":143
* cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) nogil:
* cdef weight_t mean = 0.
* for x in X[:nr_dim]: # <<<<<<<<<<<<<<
* mean += x
* return mean / nr_dim
*/
__pyx_t_2 = (__pyx_v_X + __pyx_v_nr_dim);
for (__pyx_t_3 = __pyx_v_X; __pyx_t_3 < __pyx_t_2; __pyx_t_3++) {
__pyx_t_1 = __pyx_t_3;
__pyx_v_x = (__pyx_t_1[0]);
/* "thinc/backends/linalg.pxd":144
* cdef weight_t mean = 0.
* for x in X[:nr_dim]:
* mean += x # <<<<<<<<<<<<<<
* return mean / nr_dim
*
*/
__pyx_v_mean = (__pyx_v_mean + __pyx_v_x);
}
/* "thinc/backends/linalg.pxd":145
* for x in X[:nr_dim]:
* mean += x
* return mean / nr_dim # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = (__pyx_v_mean / __pyx_v_nr_dim);
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":141
*
* @staticmethod
* cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) nogil: # <<<<<<<<<<<<<<
* cdef weight_t mean = 0.
* for x in X[:nr_dim]:
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":148
*
* @staticmethod
* cdef inline weight_t variance(const weight_t* X, int32_t nr_dim) nogil: # <<<<<<<<<<<<<<
* # See https://www.johndcook.com/blog/standard_deviation/
* cdef double m = X[0]
*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_variance(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim) {
double __pyx_v_m;
double __pyx_v_v;
long __pyx_v_i;
double __pyx_v_diff;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
long __pyx_t_3;
/* "thinc/backends/linalg.pxd":150
* cdef inline weight_t variance(const weight_t* X, int32_t nr_dim) nogil:
* # See https://www.johndcook.com/blog/standard_deviation/
* cdef double m = X[0] # <<<<<<<<<<<<<<
* cdef double v = 0.
* for i in range(1, nr_dim):
*/
__pyx_v_m = (__pyx_v_X[0]);
/* "thinc/backends/linalg.pxd":151
* # See https://www.johndcook.com/blog/standard_deviation/
* cdef double m = X[0]
* cdef double v = 0. # <<<<<<<<<<<<<<
* for i in range(1, nr_dim):
* diff = X[i]-m
*/
__pyx_v_v = 0.;
/* "thinc/backends/linalg.pxd":152
* cdef double m = X[0]
* cdef double v = 0.
* for i in range(1, nr_dim): # <<<<<<<<<<<<<<
* diff = X[i]-m
* m += diff / (i+1)
*/
__pyx_t_1 = __pyx_v_nr_dim;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 1; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":153
* cdef double v = 0.
* for i in range(1, nr_dim):
* diff = X[i]-m # <<<<<<<<<<<<<<
* m += diff / (i+1)
* v += diff * (X[i] - m)
*/
__pyx_v_diff = ((__pyx_v_X[__pyx_v_i]) - __pyx_v_m);
/* "thinc/backends/linalg.pxd":154
* for i in range(1, nr_dim):
* diff = X[i]-m
* m += diff / (i+1) # <<<<<<<<<<<<<<
* v += diff * (X[i] - m)
* return v / nr_dim
*/
__pyx_v_m = (__pyx_v_m + (__pyx_v_diff / (__pyx_v_i + 1)));
/* "thinc/backends/linalg.pxd":155
* diff = X[i]-m
* m += diff / (i+1)
* v += diff * (X[i] - m) # <<<<<<<<<<<<<<
* return v / nr_dim
*
*/
__pyx_v_v = (__pyx_v_v + (__pyx_v_diff * ((__pyx_v_X[__pyx_v_i]) - __pyx_v_m)));
}
/* "thinc/backends/linalg.pxd":156
* m += diff / (i+1)
* v += diff * (X[i] - m)
* return v / nr_dim # <<<<<<<<<<<<<<
*
*
*/
__pyx_r = (__pyx_v_v / __pyx_v_nr_dim);
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":148
*
* @staticmethod
* cdef inline weight_t variance(const weight_t* X, int32_t nr_dim) nogil: # <<<<<<<<<<<<<<
* # See https://www.johndcook.com/blog/standard_deviation/
* cdef double m = X[0]
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":161
* cdef class VecVec:
* @staticmethod
* cdef inline void add(weight_t* output, # <<<<<<<<<<<<<<
* const weight_t* x,
* const weight_t* y,
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":166
* weight_t scale,
* int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* VecVec.add_i(output, y, scale, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":167
* int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
* VecVec.add_i(output, y, scale, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_v_output, __pyx_v_y, __pyx_v_scale, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":161
* cdef class VecVec:
* @staticmethod
* cdef inline void add(weight_t* output, # <<<<<<<<<<<<<<
* const weight_t* x,
* const weight_t* y,
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":170
*
* @staticmethod
* cdef inline void add_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y,
* weight_t scale,
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":178
* blis.cy.axpyv(BLIS_NO_CONJUGATE, nr, scale, y, 1, x, 1)
* ELSE:
* for i in range(nr): # <<<<<<<<<<<<<<
* x[i] += y[i] * scale
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":179
* ELSE:
* for i in range(nr):
* x[i] += y[i] * scale # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_x[__pyx_t_4]) = ((__pyx_v_x[__pyx_t_4]) + ((__pyx_v_y[__pyx_v_i]) * __pyx_v_scale));
}
/* "thinc/backends/linalg.pxd":170
*
* @staticmethod
* cdef inline void add_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y,
* weight_t scale,
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":182
*
* @staticmethod
* cdef inline void batch_add_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y,
* weight_t scale,
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_batch_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr, int32_t __pyx_v_nr_batch) {
CYTHON_UNUSED int __pyx_v__;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
/* "thinc/backends/linalg.pxd":188
* # For fixed x, matrix of y
* cdef int i, _
* for _ in range(nr_batch): # <<<<<<<<<<<<<<
* VecVec.add_i(x,
* y, scale, nr)
*/
__pyx_t_1 = __pyx_v_nr_batch;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v__ = __pyx_t_3;
/* "thinc/backends/linalg.pxd":189
* cdef int i, _
* for _ in range(nr_batch):
* VecVec.add_i(x, # <<<<<<<<<<<<<<
* y, scale, nr)
* y += nr
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_v_x, __pyx_v_y, __pyx_v_scale, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":191
* VecVec.add_i(x,
* y, scale, nr)
* y += nr # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_v_y = (__pyx_v_y + __pyx_v_nr);
}
/* "thinc/backends/linalg.pxd":182
*
* @staticmethod
* cdef inline void batch_add_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y,
* weight_t scale,
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":194
*
* @staticmethod
* cdef inline void add_pow(weight_t* output, # <<<<<<<<<<<<<<
* const weight_t* x, const weight_t* y, weight_t power, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":196
* cdef inline void add_pow(weight_t* output,
* const weight_t* x, const weight_t* y, weight_t power, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* VecVec.add_pow_i(output, y, power, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":197
* const weight_t* x, const weight_t* y, weight_t power, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
* VecVec.add_pow_i(output, y, power, nr) # <<<<<<<<<<<<<<
*
*
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_v_output, __pyx_v_y, __pyx_v_power, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":194
*
* @staticmethod
* cdef inline void add_pow(weight_t* output, # <<<<<<<<<<<<<<
* const weight_t* x, const weight_t* y, weight_t power, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":201
*
* @staticmethod
* cdef inline void add_pow_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y, weight_t power, int32_t nr) nogil:
* cdef int i
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":204
* const weight_t* y, weight_t power, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* x[i] += y[i] ** power
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":205
* cdef int i
* for i in range(nr):
* x[i] += y[i] ** power # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_x[__pyx_t_4]) = ((__pyx_v_x[__pyx_t_4]) + powf(((__pyx_t_5thinc_8backends_6linalg_weight_t)(__pyx_v_y[__pyx_v_i])), __pyx_v_power));
}
/* "thinc/backends/linalg.pxd":201
*
* @staticmethod
* cdef inline void add_pow_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y, weight_t power, int32_t nr) nogil:
* cdef int i
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":208
*
* @staticmethod
* cdef inline void mul(weight_t* output, # <<<<<<<<<<<<<<
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr) {
/* "thinc/backends/linalg.pxd":210
* cdef inline void mul(weight_t* output,
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<<
* VecVec.mul_i(output, y, nr)
*
*/
(void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr)));
/* "thinc/backends/linalg.pxd":211
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
* VecVec.mul_i(output, y, nr) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_v_output, __pyx_v_y, __pyx_v_nr);
/* "thinc/backends/linalg.pxd":208
*
* @staticmethod
* cdef inline void mul(weight_t* output, # <<<<<<<<<<<<<<
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* memcpy(output, x, sizeof(output[0]) * nr)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":214
*
* @staticmethod
* cdef inline void mul_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y, int32_t nr) nogil:
* cdef int i
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr) {
int __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "thinc/backends/linalg.pxd":217
* const weight_t* y, int32_t nr) nogil:
* cdef int i
* for i in range(nr): # <<<<<<<<<<<<<<
* x[i] *= y[i]
*
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":218
* cdef int i
* for i in range(nr):
* x[i] *= y[i] # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_t_4 = __pyx_v_i;
(__pyx_v_x[__pyx_t_4]) = ((__pyx_v_x[__pyx_t_4]) * (__pyx_v_y[__pyx_v_i]));
}
/* "thinc/backends/linalg.pxd":214
*
* @staticmethod
* cdef inline void mul_i(weight_t* x, # <<<<<<<<<<<<<<
* const weight_t* y, int32_t nr) nogil:
* cdef int i
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":221
*
* @staticmethod
* cdef inline weight_t dot( # <<<<<<<<<<<<<<
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* cdef int i
*/
static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_6VecVec_dot(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr) {
int __pyx_v_i;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_total;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int __pyx_t_3;
/* "thinc/backends/linalg.pxd":224
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* cdef int i
* cdef weight_t total = 0 # <<<<<<<<<<<<<<
* for i in range(nr):
* total += x[i] * y[i]
*/
__pyx_v_total = 0.0;
/* "thinc/backends/linalg.pxd":225
* cdef int i
* cdef weight_t total = 0
* for i in range(nr): # <<<<<<<<<<<<<<
* total += x[i] * y[i]
* return total
*/
__pyx_t_1 = __pyx_v_nr;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":226
* cdef weight_t total = 0
* for i in range(nr):
* total += x[i] * y[i] # <<<<<<<<<<<<<<
* return total
*
*/
__pyx_v_total = (__pyx_v_total + ((__pyx_v_x[__pyx_v_i]) * (__pyx_v_y[__pyx_v_i])));
}
/* "thinc/backends/linalg.pxd":227
* for i in range(nr):
* total += x[i] * y[i]
* return total # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = __pyx_v_total;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":221
*
* @staticmethod
* cdef inline weight_t dot( # <<<<<<<<<<<<<<
* const weight_t* x, const weight_t* y, int32_t nr) nogil:
* cdef int i
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":230
*
* @staticmethod
* cdef inline int arg_max_if_true( # <<<<<<<<<<<<<<
* const weight_t* scores, const int* is_valid, const int n_classes) nogil:
* cdef int i
*/
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_true(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const *__pyx_v_is_valid, int const __pyx_v_n_classes) {
int __pyx_v_i;
int __pyx_v_best;
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
/* "thinc/backends/linalg.pxd":233
* const weight_t* scores, const int* is_valid, const int n_classes) nogil:
* cdef int i
* cdef int best = -1 # <<<<<<<<<<<<<<
* for i in range(n_classes):
* if is_valid[i] and (best == -1 or scores[i] > scores[best]):
*/
__pyx_v_best = -1;
/* "thinc/backends/linalg.pxd":234
* cdef int i
* cdef int best = -1
* for i in range(n_classes): # <<<<<<<<<<<<<<
* if is_valid[i] and (best == -1 or scores[i] > scores[best]):
* best = i
*/
__pyx_t_1 = __pyx_v_n_classes;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":235
* cdef int best = -1
* for i in range(n_classes):
* if is_valid[i] and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<<
* best = i
* return best
*/
__pyx_t_5 = ((__pyx_v_is_valid[__pyx_v_i]) != 0);
if (__pyx_t_5) {
} else {
__pyx_t_4 = __pyx_t_5;
goto __pyx_L6_bool_binop_done;
}
__pyx_t_5 = ((__pyx_v_best == -1L) != 0);
if (!__pyx_t_5) {
} else {
__pyx_t_4 = __pyx_t_5;
goto __pyx_L6_bool_binop_done;
}
__pyx_t_5 = (((__pyx_v_scores[__pyx_v_i]) > (__pyx_v_scores[__pyx_v_best])) != 0);
__pyx_t_4 = __pyx_t_5;
__pyx_L6_bool_binop_done:;
if (__pyx_t_4) {
/* "thinc/backends/linalg.pxd":236
* for i in range(n_classes):
* if is_valid[i] and (best == -1 or scores[i] > scores[best]):
* best = i # <<<<<<<<<<<<<<
* return best
*
*/
__pyx_v_best = __pyx_v_i;
/* "thinc/backends/linalg.pxd":235
* cdef int best = -1
* for i in range(n_classes):
* if is_valid[i] and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<<
* best = i
* return best
*/
}
}
/* "thinc/backends/linalg.pxd":237
* if is_valid[i] and (best == -1 or scores[i] > scores[best]):
* best = i
* return best # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_r = __pyx_v_best;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":230
*
* @staticmethod
* cdef inline int arg_max_if_true( # <<<<<<<<<<<<<<
* const weight_t* scores, const int* is_valid, const int n_classes) nogil:
* cdef int i
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":240
*
* @staticmethod
* cdef inline int arg_max_if_zero( # <<<<<<<<<<<<<<
* const weight_t* scores, const weight_t* costs, const int n_classes) nogil:
* cdef int i
*/
static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_zero(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_costs, int const __pyx_v_n_classes) {
int __pyx_v_i;
int __pyx_v_best;
int __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
int __pyx_t_5;
/* "thinc/backends/linalg.pxd":243
* const weight_t* scores, const weight_t* costs, const int n_classes) nogil:
* cdef int i
* cdef int best = -1 # <<<<<<<<<<<<<<
* for i in range(n_classes):
* if costs[i] == 0 and (best == -1 or scores[i] > scores[best]):
*/
__pyx_v_best = -1;
/* "thinc/backends/linalg.pxd":244
* cdef int i
* cdef int best = -1
* for i in range(n_classes): # <<<<<<<<<<<<<<
* if costs[i] == 0 and (best == -1 or scores[i] > scores[best]):
* best = i
*/
__pyx_t_1 = __pyx_v_n_classes;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":245
* cdef int best = -1
* for i in range(n_classes):
* if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<<
* best = i
* return best
*/
__pyx_t_5 = (((__pyx_v_costs[__pyx_v_i]) == 0.0) != 0);
if (__pyx_t_5) {
} else {
__pyx_t_4 = __pyx_t_5;
goto __pyx_L6_bool_binop_done;
}
__pyx_t_5 = ((__pyx_v_best == -1L) != 0);
if (!__pyx_t_5) {
} else {
__pyx_t_4 = __pyx_t_5;
goto __pyx_L6_bool_binop_done;
}
__pyx_t_5 = (((__pyx_v_scores[__pyx_v_i]) > (__pyx_v_scores[__pyx_v_best])) != 0);
__pyx_t_4 = __pyx_t_5;
__pyx_L6_bool_binop_done:;
if (__pyx_t_4) {
/* "thinc/backends/linalg.pxd":246
* for i in range(n_classes):
* if costs[i] == 0 and (best == -1 or scores[i] > scores[best]):
* best = i # <<<<<<<<<<<<<<
* return best
*
*/
__pyx_v_best = __pyx_v_i;
/* "thinc/backends/linalg.pxd":245
* cdef int best = -1
* for i in range(n_classes):
* if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<<
* best = i
* return best
*/
}
}
/* "thinc/backends/linalg.pxd":247
* if costs[i] == 0 and (best == -1 or scores[i] > scores[best]):
* best = i
* return best # <<<<<<<<<<<<<<
*
*
*/
__pyx_r = __pyx_v_best;
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":240
*
* @staticmethod
* cdef inline int arg_max_if_zero( # <<<<<<<<<<<<<<
* const weight_t* scores, const weight_t* costs, const int n_classes) nogil:
* cdef int i
*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
}
/* "thinc/backends/linalg.pxd":252
* cdef class Mat:
* @staticmethod
* cdef inline void mean_row(weight_t* Ex, # <<<<<<<<<<<<<<
* const weight_t* mat, int32_t nr_row, int32_t nr_col) nogil:
* memset(Ex, 0, sizeof(Ex[0]) * nr_col)
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_mean_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Ex, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col) {
int32_t __pyx_v_i;
int32_t __pyx_t_1;
int32_t __pyx_t_2;
int32_t __pyx_t_3;
/* "thinc/backends/linalg.pxd":254
* cdef inline void mean_row(weight_t* Ex,
* const weight_t* mat, int32_t nr_row, int32_t nr_col) nogil:
* memset(Ex, 0, sizeof(Ex[0]) * nr_col) # <<<<<<<<<<<<<<
* for i in range(nr_row):
* VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col)
*/
(void)(memset(__pyx_v_Ex, 0, ((sizeof((__pyx_v_Ex[0]))) * __pyx_v_nr_col)));
/* "thinc/backends/linalg.pxd":255
* const weight_t* mat, int32_t nr_row, int32_t nr_col) nogil:
* memset(Ex, 0, sizeof(Ex[0]) * nr_col)
* for i in range(nr_row): # <<<<<<<<<<<<<<
* VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col)
* Vec.mul_i(Ex, 1.0 / nr_row, nr_col)
*/
__pyx_t_1 = __pyx_v_nr_row;
__pyx_t_2 = __pyx_t_1;
for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
__pyx_v_i = __pyx_t_3;
/* "thinc/backends/linalg.pxd":256
* memset(Ex, 0, sizeof(Ex[0]) * nr_col)
* for i in range(nr_row):
* VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col) # <<<<<<<<<<<<<<
* Vec.mul_i(Ex, 1.0 / nr_row, nr_col)
*
*/
__pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_v_Ex, (&(__pyx_v_mat[(__pyx_v_i * __pyx_v_nr_col)])), 1.0, __pyx_v_nr_col);
}
/* "thinc/backends/linalg.pxd":257
* for i in range(nr_row):
* VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col)
* Vec.mul_i(Ex, 1.0 / nr_row, nr_col) # <<<<<<<<<<<<<<
*
* @staticmethod
*/
__pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_v_Ex, (1.0 / __pyx_v_nr_row), __pyx_v_nr_col);
/* "thinc/backends/linalg.pxd":252
* cdef class Mat:
* @staticmethod
* cdef inline void mean_row(weight_t* Ex, # <<<<<<<<<<<<<<
* const weight_t* mat, int32_t nr_row, int32_t nr_col) nogil:
* memset(Ex, 0, sizeof(Ex[0]) * nr_col)
*/
/* function exit code */
}
/* "thinc/backends/linalg.pxd":260
*
* @staticmethod
* cdef inline void var_row(weight_t* Vx, # <<<<<<<<<<<<<<
* const weight_t* mat, const weight_t* Ex,
* int32_t nr_row, int32_t nr_col, weight_t eps) nogil:
*/
static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_var_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Vx, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_Ex, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_eps) {
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_sum_;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_sum2;
int32_t __pyx_v_i;
int32_t __pyx_v_j;
__pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_x;
int __pyx_t_1;
int __pyx_t_2;
int32_t __pyx_t_3;
int32_t __pyx_t_4;
int32_t __pyx_t_5;
int32_t __pyx_t_6;
int32_t __pyx_t_7;
int32_t __pyx_t_8;
/* "thinc/backends/linalg.pxd":264
* int32_t nr_row, int32_t nr_col, weight_t eps) nogil:
* # From https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance
* if nr_row == 0 or nr_col == 0: # <<<<<<<<<<<<<<
* return
* cdef weight_t sum_, sum2
*/
__pyx_t_2 = ((__pyx_v_nr_row == 0) != 0);
if (!__pyx_t_2) {
} else {
__pyx_t_1 = __pyx_t_2;
goto __pyx_L4_bool_binop_done;
}
__pyx_t_2 = ((__pyx_v_nr_col == 0) != 0);
__pyx_t_1 = __pyx_t_2;
__pyx_L4_bool_binop_done:;
if (__pyx_t_1) {
/* "thinc/backends/linalg.pxd":265
* # From https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance
* if nr_row == 0 or nr_col == 0:
* return # <<<<<<<<<<<<<<
* cdef weight_t sum_, sum2
* for i in range(nr_col):
*/
goto __pyx_L0;
/* "thinc/backends/linalg.pxd":264
* int32_t nr_row, int32_t nr_col, weight_t eps) nogil:
* # From https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance
* if nr_row == 0 or nr_col == 0: # <<<<<<<<<<<<<<
* return
* cdef weight_t sum_, sum2
*/
}
/* "thinc/backends/linalg.pxd":267
* return
* cdef weight_t sum_, sum2
* for i in range(nr_col): # <<<<<<<<<<<<<<
* sum_ = 0.0
* sum2 = 0.0
*/
__pyx_t_3 = __pyx_v_nr_col;
__pyx_t_4 = __pyx_t_3;
for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
__pyx_v_i = __pyx_t_5;
/* "thinc/backends/linalg.pxd":268
* cdef weight_t sum_, sum2
* for i in range(nr_col):
* sum_ = 0.0 # <<<<<<<<<<<<<<
* sum2 = 0.0
* for j in range(nr_row):
*/
__pyx_v_sum_ = 0.0;
/* "thinc/backends/linalg.pxd":269
* for i in range(nr_col):
* sum_ = 0.0
* sum2 = 0.0 # <<<<<<<<<<<<<<
* for j in range(nr_row):
* x = mat[j * nr_col + i]
*/
__pyx_v_sum2 = 0.0;
/* "thinc/backends/linalg.pxd":270
* sum_ = 0.0
* sum2 = 0.0
* for j in range(nr_row): # <<<<<<<<<<<<<<
* x = mat[j * nr_col + i]
* sum2 += (x - Ex[i]) ** 2
*/
__pyx_t_6 = __pyx_v_nr_row;
__pyx_t_7 = __pyx_t_6;
for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) {
__pyx_v_j = __pyx_t_8;
/* "thinc/backends/linalg.pxd":271
* sum2 = 0.0
* for j in range(nr_row):
* x = mat[j * nr_col + i] # <<<<<<<<<<<<<<
* sum2 += (x - Ex[i]) ** 2
* sum_ += x - Ex[i]
*/
__pyx_v_x = (__pyx_v_mat[((__pyx_v_j * __pyx_v_nr_col) + __pyx_v_i)]);
/* "thinc/backends/linalg.pxd":272
* for j in range(nr_row):
* x = mat[j * nr_col + i]
* sum2 += (x - Ex[i]) ** 2 # <<<<<<<<<<<<<<
* sum_ += x - Ex[i]
* Vx[i] = (sum2 - sum_**2 / nr_row) / nr_row
*/
__pyx_v_sum2 = (__pyx_v_sum2 + powf((__pyx_v_x - (__pyx_v_Ex[__pyx_v_i])), 2.0));
/* "thinc/backends/linalg.pxd":273
* x = mat[j * nr_col + i]
* sum2 += (x - Ex[i]) ** 2
* sum_ += x - Ex[i] # <<<<<<<<<<<<<<
* Vx[i] = (sum2 - sum_**2 / nr_row) / nr_row
* Vx[i] += eps
*/
__pyx_v_sum_ = (__pyx_v_sum_ + (__pyx_v_x - (__pyx_v_Ex[__pyx_v_i])));
}
/* "thinc/backends/linalg.pxd":274
* sum2 += (x - Ex[i]) ** 2
* sum_ += x - Ex[i]
* Vx[i] = (sum2 - sum_**2 / nr_row) / nr_row # <<<<<<<<<<<<<<
* Vx[i] += eps
*/
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/* "View.MemoryView":852
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*
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goto __pyx_L11;
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__pyx_L15:;
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__pyx_L11:;
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/* "View.MemoryView":1112
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/* "View.MemoryView":1118
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/* "View.MemoryView":1128
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/* "View.MemoryView":1127
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/* "View.MemoryView":1132
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goto __pyx_L7_break;
/* "View.MemoryView":1132
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/* "View.MemoryView":1118
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/* "View.MemoryView":1142
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CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent;
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Py_ssize_t __pyx_v_src_stride;
Py_ssize_t __pyx_v_dst_stride;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
Py_ssize_t __pyx_t_4;
Py_ssize_t __pyx_t_5;
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/* "View.MemoryView":1150
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/* "View.MemoryView":1151
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/* "View.MemoryView":1152
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/* "View.MemoryView":1155
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/* "View.MemoryView":1157
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(void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)));
/* "View.MemoryView":1155
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/* "View.MemoryView":1159
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__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_i = __pyx_t_6;
/* "View.MemoryView":1160
* else:
* for i in range(dst_extent):
* memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<<
* src_data += src_stride
* dst_data += dst_stride
*/
(void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize));
/* "View.MemoryView":1161
* for i in range(dst_extent):
* memcpy(dst_data, src_data, itemsize)
* src_data += src_stride # <<<<<<<<<<<<<<
* dst_data += dst_stride
* else:
*/
__pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);
/* "View.MemoryView":1162
* memcpy(dst_data, src_data, itemsize)
* src_data += src_stride
* dst_data += dst_stride # <<<<<<<<<<<<<<
* else:
* for i in range(dst_extent):
*/
__pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
}
}
__pyx_L4:;
/* "View.MemoryView":1154
* cdef Py_ssize_t dst_stride = dst_strides[0]
*
* if ndim == 1: # <<<<<<<<<<<<<<
* if (src_stride > 0 and dst_stride > 0 and
* <size_t> src_stride == itemsize == <size_t> dst_stride):
*/
goto __pyx_L3;
}
/* "View.MemoryView":1164
* dst_data += dst_stride
* else:
* for i in range(dst_extent): # <<<<<<<<<<<<<<
* _copy_strided_to_strided(src_data, src_strides + 1,
* dst_data, dst_strides + 1,
*/
/*else*/ {
__pyx_t_4 = __pyx_v_dst_extent;
__pyx_t_5 = __pyx_t_4;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_i = __pyx_t_6;
/* "View.MemoryView":1165
* else:
* for i in range(dst_extent):
* _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<<
* dst_data, dst_strides + 1,
* src_shape + 1, dst_shape + 1,
*/
_copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);
/* "View.MemoryView":1169
* src_shape + 1, dst_shape + 1,
* ndim - 1, itemsize)
* src_data += src_stride # <<<<<<<<<<<<<<
* dst_data += dst_stride
*
*/
__pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);
/* "View.MemoryView":1170
* ndim - 1, itemsize)
* src_data += src_stride
* dst_data += dst_stride # <<<<<<<<<<<<<<
*
* cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
*/
__pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
}
}
__pyx_L3:;
/* "View.MemoryView":1142
*
* @cython.cdivision(True)
* cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, # <<<<<<<<<<<<<<
* char *dst_data, Py_ssize_t *dst_strides,
* Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
*/
/* function exit code */
}
/* "View.MemoryView":1172
* dst_data += dst_stride
*
* cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<<
* __Pyx_memviewslice *dst,
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*/
static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
/* "View.MemoryView":1175
* __Pyx_memviewslice *dst,
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* src.shape, dst.shape, ndim, itemsize)
*
*/
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/* "View.MemoryView":1172
* dst_data += dst_stride
*
* cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<<
* __Pyx_memviewslice *dst,
* int ndim, size_t itemsize) nogil:
*/
/* function exit code */
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/* "View.MemoryView":1179
*
* @cname('__pyx_memoryview_slice_get_size')
* cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<<
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* cdef Py_ssize_t shape, size = src.memview.view.itemsize
*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
Py_ssize_t __pyx_v_shape;
Py_ssize_t __pyx_v_size;
Py_ssize_t __pyx_r;
Py_ssize_t __pyx_t_1;
Py_ssize_t *__pyx_t_2;
Py_ssize_t *__pyx_t_3;
Py_ssize_t *__pyx_t_4;
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*
* for shape in src.shape[:ndim]:
*/
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__pyx_v_size = __pyx_t_1;
/* "View.MemoryView":1183
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*
* for shape in src.shape[:ndim]: # <<<<<<<<<<<<<<
* size *= shape
*
*/
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for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {
__pyx_t_2 = __pyx_t_4;
__pyx_v_shape = (__pyx_t_2[0]);
/* "View.MemoryView":1184
*
* for shape in src.shape[:ndim]:
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*
* return size
*/
__pyx_v_size = (__pyx_v_size * __pyx_v_shape);
}
/* "View.MemoryView":1186
* size *= shape
*
* return size # <<<<<<<<<<<<<<
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* @cname('__pyx_fill_contig_strides_array')
*/
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goto __pyx_L0;
/* "View.MemoryView":1179
*
* @cname('__pyx_memoryview_slice_get_size')
* cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil: # <<<<<<<<<<<<<<
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*/
/* function exit code */
__pyx_L0:;
return __pyx_r;
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/* "View.MemoryView":1189
*
* @cname('__pyx_fill_contig_strides_array')
* cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<<
* Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
* int ndim, char order) nogil:
*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
int __pyx_v_idx;
Py_ssize_t __pyx_r;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
int __pyx_t_4;
/* "View.MemoryView":1198
* cdef int idx
*
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*/
__pyx_t_1 = ((__pyx_v_order == 'F') != 0);
if (__pyx_t_1) {
/* "View.MemoryView":1199
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* if order == 'F':
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* stride *= shape[idx]
*/
__pyx_t_2 = __pyx_v_ndim;
__pyx_t_3 = __pyx_t_2;
for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
__pyx_v_idx = __pyx_t_4;
/* "View.MemoryView":1200
* if order == 'F':
* for idx in range(ndim):
* strides[idx] = stride # <<<<<<<<<<<<<<
* stride *= shape[idx]
* else:
*/
(__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;
/* "View.MemoryView":1201
* for idx in range(ndim):
* strides[idx] = stride
* stride *= shape[idx] # <<<<<<<<<<<<<<
* else:
* for idx in range(ndim - 1, -1, -1):
*/
__pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
}
/* "View.MemoryView":1198
* cdef int idx
*
* if order == 'F': # <<<<<<<<<<<<<<
* for idx in range(ndim):
* strides[idx] = stride
*/
goto __pyx_L3;
}
/* "View.MemoryView":1203
* stride *= shape[idx]
* else:
* for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<<
* strides[idx] = stride
* stride *= shape[idx]
*/
/*else*/ {
for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) {
__pyx_v_idx = __pyx_t_2;
/* "View.MemoryView":1204
* else:
* for idx in range(ndim - 1, -1, -1):
* strides[idx] = stride # <<<<<<<<<<<<<<
* stride *= shape[idx]
*
*/
(__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;
/* "View.MemoryView":1205
* for idx in range(ndim - 1, -1, -1):
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* return stride
*/
__pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
}
}
__pyx_L3:;
/* "View.MemoryView":1207
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*
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*
* @cname('__pyx_memoryview_copy_data_to_temp')
*/
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goto __pyx_L0;
/* "View.MemoryView":1189
*
* @cname('__pyx_fill_contig_strides_array')
* cdef Py_ssize_t fill_contig_strides_array( # <<<<<<<<<<<<<<
* Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
* int ndim, char order) nogil:
*/
/* function exit code */
__pyx_L0:;
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/* "View.MemoryView":1210
*
* @cname('__pyx_memoryview_copy_data_to_temp')
* cdef void *copy_data_to_temp(__Pyx_memviewslice *src, # <<<<<<<<<<<<<<
* __Pyx_memviewslice *tmpslice,
* char order,
*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) {
int __pyx_v_i;
void *__pyx_v_result;
size_t __pyx_v_itemsize;
size_t __pyx_v_size;
void *__pyx_r;
Py_ssize_t __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
struct __pyx_memoryview_obj *__pyx_t_4;
int __pyx_t_5;
int __pyx_t_6;
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
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* cdef void *result
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*
*/
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/* "View.MemoryView":1222
*
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* cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<<
*
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*/
__pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);
/* "View.MemoryView":1224
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*
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/* "View.MemoryView":1225
*
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*
*/
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/* "View.MemoryView":1226
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*
*/
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/* "View.MemoryView":1225
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*
*/
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*
*
* tmpslice.data = <char *> result # <<<<<<<<<<<<<<
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* for i in range(ndim):
*/
__pyx_v_tmpslice->data = ((char *)__pyx_v_result);
/* "View.MemoryView":1230
*
* tmpslice.data = <char *> result
* tmpslice.memview = src.memview # <<<<<<<<<<<<<<
* for i in range(ndim):
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*/
__pyx_t_4 = __pyx_v_src->memview;
__pyx_v_tmpslice->memview = __pyx_t_4;
/* "View.MemoryView":1231
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* tmpslice.memview = src.memview
* for i in range(ndim): # <<<<<<<<<<<<<<
* tmpslice.shape[i] = src.shape[i]
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__pyx_t_3 = __pyx_v_ndim;
__pyx_t_5 = __pyx_t_3;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_i = __pyx_t_6;
/* "View.MemoryView":1232
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*
*/
(__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);
/* "View.MemoryView":1233
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*
* fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,
*/
(__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;
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/* "View.MemoryView":1235
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*
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*
*/
(void)(__pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order));
/* "View.MemoryView":1239
*
*
* for i in range(ndim): # <<<<<<<<<<<<<<
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__pyx_t_3 = __pyx_v_ndim;
__pyx_t_5 = __pyx_t_3;
for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
__pyx_v_i = __pyx_t_6;
/* "View.MemoryView":1240
*
* for i in range(ndim):
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*
*/
__pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0);
if (__pyx_t_2) {
/* "View.MemoryView":1241
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*
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/* "View.MemoryView":1240
*
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*/
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/* "View.MemoryView":1243
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__pyx_t_2 = (__pyx_memviewslice_is_contig((__pyx_v_src[0]), __pyx_v_order, __pyx_v_ndim) != 0);
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/* "View.MemoryView":1244
*
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(void)(memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size));
/* "View.MemoryView":1243
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*
* if slice_is_contig(src[0], order, ndim): # <<<<<<<<<<<<<<
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goto __pyx_L9;
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/* "View.MemoryView":1246
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copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize);
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/* "View.MemoryView":1210
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* if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<<
* direct_copy = slice_is_contig(dst, 'C', ndim)
* elif slice_is_contig(src, 'F', ndim):
*/
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if (__pyx_t_2) {
/* "View.MemoryView":1316
*
* if slice_is_contig(src, 'C', ndim):
* direct_copy = slice_is_contig(dst, 'C', ndim) # <<<<<<<<<<<<<<
* elif slice_is_contig(src, 'F', ndim):
* direct_copy = slice_is_contig(dst, 'F', ndim)
*/
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/* "View.MemoryView":1315
*
*
* if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<<
* direct_copy = slice_is_contig(dst, 'C', ndim)
* elif slice_is_contig(src, 'F', ndim):
*/
goto __pyx_L12;
}
/* "View.MemoryView":1317
* if slice_is_contig(src, 'C', ndim):
* direct_copy = slice_is_contig(dst, 'C', ndim)
* elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<<
* direct_copy = slice_is_contig(dst, 'F', ndim)
*
*/
__pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0);
if (__pyx_t_2) {
/* "View.MemoryView":1318
* direct_copy = slice_is_contig(dst, 'C', ndim)
* elif slice_is_contig(src, 'F', ndim):
* direct_copy = slice_is_contig(dst, 'F', ndim) # <<<<<<<<<<<<<<
*
* if direct_copy:
*/
__pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);
/* "View.MemoryView":1317
* if slice_is_contig(src, 'C', ndim):
* direct_copy = slice_is_contig(dst, 'C', ndim)
* elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<<
* direct_copy = slice_is_contig(dst, 'F', ndim)
*
*/
}
__pyx_L12:;
/* "View.MemoryView":1320
* direct_copy = slice_is_contig(dst, 'F', ndim)
*
* if direct_copy: # <<<<<<<<<<<<<<
*
* refcount_copying(&dst, dtype_is_object, ndim, False)
*/
__pyx_t_2 = (__pyx_v_direct_copy != 0);
if (__pyx_t_2) {
/* "View.MemoryView":1322
* if direct_copy:
*
* refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<<
* memcpy(dst.data, src.data, slice_get_size(&src, ndim))
* refcount_copying(&dst, dtype_is_object, ndim, True)
*/
__pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);
/* "View.MemoryView":1323
*
* refcount_copying(&dst, dtype_is_object, ndim, False)
* memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<<
* refcount_copying(&dst, dtype_is_object, ndim, True)
* free(tmpdata)
*/
(void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)));
/* "View.MemoryView":1324
* refcount_copying(&dst, dtype_is_object, ndim, False)
* memcpy(dst.data, src.data, slice_get_size(&src, ndim))
* refcount_copying(&dst, dtype_is_object, ndim, True) # <<<<<<<<<<<<<<
* free(tmpdata)
* return 0
*/
__pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);
/* "View.MemoryView":1325
* memcpy(dst.data, src.data, slice_get_size(&src, ndim))
* refcount_copying(&dst, dtype_is_object, ndim, True)
* free(tmpdata) # <<<<<<<<<<<<<<
* return 0
*
*/
free(__pyx_v_tmpdata);
/* "View.MemoryView":1326
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* free(tmpdata)
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* if order == 'F' == get_best_order(&dst, ndim):
*/
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*
* if direct_copy: # <<<<<<<<<<<<<<
*
* refcount_copying(&dst, dtype_is_object, ndim, False)
*/
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/* "View.MemoryView":1312
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*
* if not broadcasting: # <<<<<<<<<<<<<<
*
*
*/
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/* "View.MemoryView":1328
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*
* if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<<
*
*
*/
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if (__pyx_t_2) {
__pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));
}
__pyx_t_8 = (__pyx_t_2 != 0);
if (__pyx_t_8) {
/* "View.MemoryView":1331
*
*
* transpose_memslice(&src) # <<<<<<<<<<<<<<
* transpose_memslice(&dst)
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*/
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/* "View.MemoryView":1332
*
* transpose_memslice(&src)
* transpose_memslice(&dst) # <<<<<<<<<<<<<<
*
* refcount_copying(&dst, dtype_is_object, ndim, False)
*/
__pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)0))) __PYX_ERR(1, 1332, __pyx_L1_error)
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*
* if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<<
*
*
*/
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/* "View.MemoryView":1334
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*
* refcount_copying(&dst, dtype_is_object, ndim, False) # <<<<<<<<<<<<<<
* copy_strided_to_strided(&src, &dst, ndim, itemsize)
* refcount_copying(&dst, dtype_is_object, ndim, True)
*/
__pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);
/* "View.MemoryView":1335
*
* refcount_copying(&dst, dtype_is_object, ndim, False)
* copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<<
* refcount_copying(&dst, dtype_is_object, ndim, True)
*
*/
copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);
/* "View.MemoryView":1336
* refcount_copying(&dst, dtype_is_object, ndim, False)
* copy_strided_to_strided(&src, &dst, ndim, itemsize)
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*
* free(tmpdata)
*/
__pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);
/* "View.MemoryView":1338
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*
* free(tmpdata) # <<<<<<<<<<<<<<
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* free(tmpdata)
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/* "View.MemoryView":1270
*
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/* function exit code */
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/* "View.MemoryView":1342
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int __pyx_v_i;
int __pyx_v_offset;
int __pyx_t_1;
int __pyx_t_2;
int __pyx_t_3;
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* for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<<
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for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {
__pyx_v_i = __pyx_t_1;
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* for i in range(ndim - 1, -1, -1):
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(__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);
/* "View.MemoryView":1350
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*/
(__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]);
/* "View.MemoryView":1351
* mslice.shape[i + offset] = mslice.shape[i]
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*
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(__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);
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/* "View.MemoryView":1353
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*
* for i in range(offset): # <<<<<<<<<<<<<<
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__pyx_t_1 = __pyx_v_offset;
__pyx_t_2 = __pyx_t_1;
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__pyx_v_i = __pyx_t_3;
/* "View.MemoryView":1354
*
* for i in range(offset):
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/* "View.MemoryView":1355
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/* "View.MemoryView":1356
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/* function exit code */
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/* "View.MemoryView":1364
*
* @cname('__pyx_memoryview_refcount_copying')
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*
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/* "View.MemoryView":1369
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__pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc);
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/* "View.MemoryView":1364
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/* "View.MemoryView":1373
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* @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
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* Py_ssize_t *strides, int ndim,
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__pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);
/* "View.MemoryView":1373
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* @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
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/* "View.MemoryView":1379
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/* "View.MemoryView":1399
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/* "View.MemoryView":1402
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__pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);
/* "View.MemoryView":1403
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__pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);
/* "View.MemoryView":1405
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*
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__pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);
/* "View.MemoryView":1399
*
* @cname('__pyx_memoryview_slice_assign_scalar')
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/* function exit code */
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/* "View.MemoryView":1409
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{"__reduce_cython__", (PyCFunction)__pyx_pw_5spacy_2ml_12parser_model_18precompute_hiddens_21__reduce_cython__, METH_NOARGS, __pyx_doc_5spacy_2ml_12parser_model_18precompute_hiddens_20__reduce_cython__},
{"__setstate_cython__", (PyCFunction)__pyx_pw_5spacy_2ml_12parser_model_18precompute_hiddens_23__setstate_cython__, METH_O, __pyx_doc_5spacy_2ml_12parser_model_18precompute_hiddens_22__setstate_cython__},
{0, 0, 0, 0}
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{(char *)"nO", __pyx_getprop_5spacy_2ml_12parser_model_18precompute_hiddens_nO, 0, (char *)0, 0},
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{0, 0, 0, 0, 0}
};
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"precompute_hiddens(batch_size, tokvecs, lower_model, cuda_stream=None, activation='maxout', train=False)\nAllow a model to be \"primed\" by pre-computing input features in bulk.\n\n This is used for the parser, where we want to take a batch of documents,\n and compute vectors for each (token, position) pair. These vectors can then\n be reused, especially for beam-search.\n\n Let's say we're using 12 features for each state, e.g. word at start of\n buffer, three words on stack, their children, etc. In the normal arc-eager\n system, a document of length N is processed in 2*N states. This means we'll\n create 2*N*12 feature vectors --- but if we pre-compute, we only need\n N*12 vector computations. The saving for beam-search is much better:\n if we have a beam of k, we'll normally make 2*N*12*K computations --\n so we can save the factor k. This also gives a nice CPU/GPU division:\n we can do all our hard maths up front, packed into large multiplications,\n and do the hard-to-program parsing on the CPU.\n ", /*tp_doc*/
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Py_XDECREF(tmp);
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memset(o, 0, sizeof(struct __pyx_obj_5spacy_2ml_12parser_model___pyx_scope_struct_2__maxout_nonlinearity));
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PyObject_GC_Track(o);
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int e;
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Py_XDECREF(tmp);
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Py_XDECREF(tmp);
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PyObject_GC_Track(o);
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PyObject_GC_UnTrack(o);
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PyObject* tmp;
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tmp = ((PyObject*)p->__pyx_v_mask);
p->__pyx_v_mask = Py_None; Py_INCREF(Py_None);
Py_XDECREF(tmp);
return 0;
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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_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity, /*tp_traverse*/
__pyx_tp_clear_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity, /*tp_clear*/
0, /*tp_richcompare*/
0, /*tp_weaklistoffset*/
0, /*tp_iter*/
0, /*tp_iternext*/
0, /*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_5spacy_2ml_12parser_model___pyx_scope_struct_3__relu_nonlinearity, /*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*/
0, /*tp_version_tag*/
#if PY_VERSION_HEX >= 0x030400a1
0, /*tp_finalize*/
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
0, /*tp_vectorcall*/
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
0, /*tp_print*/
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
0, /*tp_pypy_flags*/
#endif
};
static struct __pyx_vtabstruct_array __pyx_vtable_array;
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {
struct __pyx_array_obj *p;
PyObject *o;
if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
o = (*t->tp_alloc)(t, 0);
} else {
o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
}
if (unlikely(!o)) return 0;
p = ((struct __pyx_array_obj *)o);
p->__pyx_vtab = __pyx_vtabptr_array;
p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);
p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);
if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) goto bad;
return o;
bad:
Py_DECREF(o); o = 0;
return NULL;
}
static void __pyx_tp_dealloc_array(PyObject *o) {
struct __pyx_array_obj *p = (struct __pyx_array_obj *)o;
#if CYTHON_USE_TP_FINALIZE
if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !__Pyx_PyObject_GC_IsFinalized(o))) {
if (PyObject_CallFinalizerFromDealloc(o)) return;
}
#endif
{
PyObject *etype, *eval, *etb;
PyErr_Fetch(&etype, &eval, &etb);
__Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
__pyx_array___dealloc__(o);
__Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
PyErr_Restore(etype, eval, etb);
}
Py_CLEAR(p->mode);
Py_CLEAR(p->_format);
(*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_array(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_array(PyObject *o, PyObject *i, PyObject *v) {
if (v) {
return __pyx_array___setitem__(o, i, v);
}
else {
PyErr_Format(PyExc_NotImplementedError,
"Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
return -1;
}
}
static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
PyObject *v = __Pyx_PyObject_GenericGetAttr(o, n);
if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {
PyErr_Clear();
v = __pyx_array___getattr__(o, n);
}
return v;
}
static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o);
}
static PyMethodDef __pyx_methods_array[] = {
{"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},
{"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_array_1__reduce_cython__, METH_NOARGS, 0},
{"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_array_3__setstate_cython__, METH_O, 0},
{0, 0, 0, 0}
};
static struct PyGetSetDef __pyx_getsets_array[] = {
{(char *)"memview", __pyx_getprop___pyx_array_memview, 0, (char *)0, 0},
{0, 0, 0, 0, 0}
};
static PySequenceMethods __pyx_tp_as_sequence_array = {
__pyx_array___len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
__pyx_sq_item_array, /*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_array = {
__pyx_array___len__, /*mp_length*/
__pyx_array___getitem__, /*mp_subscript*/
__pyx_mp_ass_subscript_array, /*mp_ass_subscript*/
};
static PyBufferProcs __pyx_tp_as_buffer_array = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
#if PY_MAJOR_VERSION < 3
0, /*bf_getwritebuffer*/
#endif
#if PY_MAJOR_VERSION < 3
0, /*bf_getsegcount*/
#endif
#if PY_MAJOR_VERSION < 3
0, /*bf_getcharbuffer*/
#endif
__pyx_array_getbuffer, /*bf_getbuffer*/
0, /*bf_releasebuffer*/
};
static PyTypeObject __pyx_type___pyx_array = {
PyVarObject_HEAD_INIT(0, 0)
"spacy.ml.parser_model.array", /*tp_name*/
sizeof(struct __pyx_array_obj), /*tp_basicsize*/
0, /*tp_itemsize*/
__pyx_tp_dealloc_array, /*tp_dealloc*/
#if PY_VERSION_HEX < 0x030800b4
0, /*tp_print*/
#endif
#if PY_VERSION_HEX >= 0x030800b4
0, /*tp_vectorcall_offset*/
#endif
0, /*tp_getattr*/
0, /*tp_setattr*/
#if PY_MAJOR_VERSION < 3
0, /*tp_compare*/
#endif
#if PY_MAJOR_VERSION >= 3
0, /*tp_as_async*/
#endif
0, /*tp_repr*/
0, /*tp_as_number*/
&__pyx_tp_as_sequence_array, /*tp_as_sequence*/
&__pyx_tp_as_mapping_array, /*tp_as_mapping*/
0, /*tp_hash*/
0, /*tp_call*/
0, /*tp_str*/
__pyx_tp_getattro_array, /*tp_getattro*/
0, /*tp_setattro*/
&__pyx_tp_as_buffer_array, /*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_array, /*tp_methods*/
0, /*tp_members*/
__pyx_getsets_array, /*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_array, /*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*/
0, /*tp_version_tag*/
#if PY_VERSION_HEX >= 0x030400a1
0, /*tp_finalize*/
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
0, /*tp_vectorcall*/
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
0, /*tp_print*/
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
0, /*tp_pypy_flags*/
#endif
};
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
struct __pyx_MemviewEnum_obj *p;
PyObject *o;
if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
o = (*t->tp_alloc)(t, 0);
} else {
o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
}
if (unlikely(!o)) return 0;
p = ((struct __pyx_MemviewEnum_obj *)o);
p->name = Py_None; Py_INCREF(Py_None);
return o;
}
static void __pyx_tp_dealloc_Enum(PyObject *o) {
struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
#if CYTHON_USE_TP_FINALIZE
if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !__Pyx_PyObject_GC_IsFinalized(o)) {
if (PyObject_CallFinalizerFromDealloc(o)) return;
}
#endif
PyObject_GC_UnTrack(o);
Py_CLEAR(p->name);
(*Py_TYPE(o)->tp_free)(o);
}
static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {
int e;
struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
if (p->name) {
e = (*v)(p->name, a); if (e) return e;
}
return 0;
}
static int __pyx_tp_clear_Enum(PyObject *o) {
PyObject* tmp;
struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
tmp = ((PyObject*)p->name);
p->name = Py_None; Py_INCREF(Py_None);
Py_XDECREF(tmp);
return 0;
}
static PyMethodDef __pyx_methods_Enum[] = {
{"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, METH_NOARGS, 0},
{"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, METH_O, 0},
{0, 0, 0, 0}
};
static PyTypeObject __pyx_type___pyx_MemviewEnum = {
PyVarObject_HEAD_INIT(0, 0)
"spacy.ml.parser_model.Enum", /*tp_name*/
sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
0, /*tp_itemsize*/
__pyx_tp_dealloc_Enum, /*tp_dealloc*/
#if PY_VERSION_HEX < 0x030800b4
0, /*tp_print*/
#endif
#if PY_VERSION_HEX >= 0x030800b4
0, /*tp_vectorcall_offset*/
#endif
0, /*tp_getattr*/
0, /*tp_setattr*/
#if PY_MAJOR_VERSION < 3
0, /*tp_compare*/
#endif
#if PY_MAJOR_VERSION >= 3
0, /*tp_as_async*/
#endif
__pyx_MemviewEnum___repr__, /*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_Enum, /*tp_traverse*/
__pyx_tp_clear_Enum, /*tp_clear*/
0, /*tp_richcompare*/
0, /*tp_weaklistoffset*/
0, /*tp_iter*/
0, /*tp_iternext*/
__pyx_methods_Enum, /*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_MemviewEnum___init__, /*tp_init*/
0, /*tp_alloc*/
__pyx_tp_new_Enum, /*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*/
0, /*tp_version_tag*/
#if PY_VERSION_HEX >= 0x030400a1
0, /*tp_finalize*/
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
0, /*tp_vectorcall*/
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
0, /*tp_print*/
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
0, /*tp_pypy_flags*/
#endif
};
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {
struct __pyx_memoryview_obj *p;
PyObject *o;
if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
o = (*t->tp_alloc)(t, 0);
} else {
o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
}
if (unlikely(!o)) return 0;
p = ((struct __pyx_memoryview_obj *)o);
p->__pyx_vtab = __pyx_vtabptr_memoryview;
p->obj = Py_None; Py_INCREF(Py_None);
p->_size = Py_None; Py_INCREF(Py_None);
p->_array_interface = Py_None; Py_INCREF(Py_None);
p->view.obj = NULL;
if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;
return o;
bad:
Py_DECREF(o); o = 0;
return NULL;
}
static void __pyx_tp_dealloc_memoryview(PyObject *o) {
struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
#if CYTHON_USE_TP_FINALIZE
if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !__Pyx_PyObject_GC_IsFinalized(o)) {
if (PyObject_CallFinalizerFromDealloc(o)) return;
}
#endif
PyObject_GC_UnTrack(o);
{
PyObject *etype, *eval, *etb;
PyErr_Fetch(&etype, &eval, &etb);
__Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
__pyx_memoryview___dealloc__(o);
__Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
PyErr_Restore(etype, eval, etb);
}
Py_CLEAR(p->obj);
Py_CLEAR(p->_size);
Py_CLEAR(p->_array_interface);
(*Py_TYPE(o)->tp_free)(o);
}
static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {
int e;
struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
if (p->obj) {
e = (*v)(p->obj, a); if (e) return e;
}
if (p->_size) {
e = (*v)(p->_size, a); if (e) return e;
}
if (p->_array_interface) {
e = (*v)(p->_array_interface, a); if (e) return e;
}
if (p->view.obj) {
e = (*v)(p->view.obj, a); if (e) return e;
}
return 0;
}
static int __pyx_tp_clear_memoryview(PyObject *o) {
PyObject* tmp;
struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
tmp = ((PyObject*)p->obj);
p->obj = Py_None; Py_INCREF(Py_None);
Py_XDECREF(tmp);
tmp = ((PyObject*)p->_size);
p->_size = Py_None; Py_INCREF(Py_None);
Py_XDECREF(tmp);
tmp = ((PyObject*)p->_array_interface);
p->_array_interface = Py_None; Py_INCREF(Py_None);
Py_XDECREF(tmp);
Py_CLEAR(p->view.obj);
return 0;
}
static PyObject *__pyx_sq_item_memoryview(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_memoryview(PyObject *o, PyObject *i, PyObject *v) {
if (v) {
return __pyx_memoryview___setitem__(o, i, v);
}
else {
PyErr_Format(PyExc_NotImplementedError,
"Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
return -1;
}
}
static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);
}
static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);
}
static PyMethodDef __pyx_methods_memoryview[] = {
{"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},
{"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},
{"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},
{"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},
{"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0},
{"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 0},
{0, 0, 0, 0}
};
static struct PyGetSetDef __pyx_getsets_memoryview[] = {
{(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0},
{(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0},
{(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0},
{(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0},
{(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0},
{(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0},
{(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0},
{(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0},
{(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0},
{0, 0, 0, 0, 0}
};
static PySequenceMethods __pyx_tp_as_sequence_memoryview = {
__pyx_memoryview___len__, /*sq_length*/
0, /*sq_concat*/
0, /*sq_repeat*/
__pyx_sq_item_memoryview, /*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_memoryview = {
__pyx_memoryview___len__, /*mp_length*/
__pyx_memoryview___getitem__, /*mp_subscript*/
__pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/
};
static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
#if PY_MAJOR_VERSION < 3
0, /*bf_getreadbuffer*/
#endif
#if PY_MAJOR_VERSION < 3
0, /*bf_getwritebuffer*/
#endif
#if PY_MAJOR_VERSION < 3
0, /*bf_getsegcount*/
#endif
#if PY_MAJOR_VERSION < 3
0, /*bf_getcharbuffer*/
#endif
__pyx_memoryview_getbuffer, /*bf_getbuffer*/
0, /*bf_releasebuffer*/
};
static PyTypeObject __pyx_type___pyx_memoryview = {
PyVarObject_HEAD_INIT(0, 0)
"spacy.ml.parser_model.memoryview", /*tp_name*/
sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
0, /*tp_itemsize*/
__pyx_tp_dealloc_memoryview, /*tp_dealloc*/
#if PY_VERSION_HEX < 0x030800b4
0, /*tp_print*/
#endif
#if PY_VERSION_HEX >= 0x030800b4
0, /*tp_vectorcall_offset*/
#endif
0, /*tp_getattr*/
0, /*tp_setattr*/
#if PY_MAJOR_VERSION < 3
0, /*tp_compare*/
#endif
#if PY_MAJOR_VERSION >= 3
0, /*tp_as_async*/
#endif
__pyx_memoryview___repr__, /*tp_repr*/
0, /*tp_as_number*/
&__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
&__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
0, /*tp_hash*/
0, /*tp_call*/
__pyx_memoryview___str__, /*tp_str*/
0, /*tp_getattro*/
0, /*tp_setattro*/
&__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
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struct __pyx_memoryviewslice_obj *p;
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PyObject *etype, *eval, *etb;
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__pyx_memoryviewslice___dealloc__(o);
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PyErr_Restore(etype, eval, etb);
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#if PY_MAJOR_VERSION < 3
if (likely(tp->tp_getattr))
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return PyObject_GetAttr(obj, attr_name);
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PyErr_Format(PyExc_NameError,
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"name '%.200s' is not defined", PyString_AS_STRING(name));
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}
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/* ExtTypeTest */
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PyErr_SetString(PyExc_SystemError, "Missing type object");
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if (likely(__Pyx_TypeCheck(obj, type)))
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PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
PyCFunction meth = PyCFunction_GET_FUNCTION(func);
PyObject *self = PyCFunction_GET_SELF(func);
int flags = PyCFunction_GET_FLAGS(func);
assert(PyCFunction_Check(func));
assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
assert(nargs >= 0);
assert(nargs == 0 || args != NULL);
/* _PyCFunction_FastCallDict() must not be called with an exception set,
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assert(!PyErr_Occurred());
if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
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static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
PyObject *globals) {
PyFrameObject *f;
PyThreadState *tstate = __Pyx_PyThreadState_Current;
PyObject **fastlocals;
Py_ssize_t i;
PyObject *result;
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assert(tstate != NULL);
f = PyFrame_New(tstate, co, globals, NULL);
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fastlocals = __Pyx_PyFrame_GetLocalsplus(f);
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Py_INCREF(*args);
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result = PyEval_EvalFrameEx(f,0);
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#if 1 || PY_VERSION_HEX < 0x030600B1
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) {
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PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
PyObject *closure;
#if PY_MAJOR_VERSION >= 3
PyObject *kwdefs;
#endif
PyObject *kwtuple, **k;
PyObject **d;
Py_ssize_t nd;
Py_ssize_t nk;
PyObject *result;
assert(kwargs == NULL || PyDict_Check(kwargs));
nk = kwargs ? PyDict_Size(kwargs) : 0;
if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
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if (
#if PY_MAJOR_VERSION >= 3
co->co_kwonlyargcount == 0 &&
#endif
likely(kwargs == NULL || nk == 0) &&
co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
if (argdefs == NULL && co->co_argcount == nargs) {
result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
goto done;
}
else if (nargs == 0 && argdefs != NULL
&& co->co_argcount == Py_SIZE(argdefs)) {
/* function called with no arguments, but all parameters have
a default value: use default values as arguments .*/
args = &PyTuple_GET_ITEM(argdefs, 0);
result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
goto done;
}
}
if (kwargs != NULL) {
Py_ssize_t pos, i;
kwtuple = PyTuple_New(2 * nk);
if (kwtuple == NULL) {
result = NULL;
goto done;
}
k = &PyTuple_GET_ITEM(kwtuple, 0);
pos = i = 0;
while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
Py_INCREF(k[i]);
Py_INCREF(k[i+1]);
i += 2;
}
nk = i / 2;
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else {
kwtuple = NULL;
k = NULL;
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closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
if (argdefs != NULL) {
d = &PyTuple_GET_ITEM(argdefs, 0);
nd = Py_SIZE(argdefs);
}
else {
d = NULL;
nd = 0;
}
#if PY_MAJOR_VERSION >= 3
result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
args, (int)nargs,
k, (int)nk,
d, (int)nd, kwdefs, closure);
#else
result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
args, (int)nargs,
k, (int)nk,
d, (int)nd, closure);
#endif
Py_XDECREF(kwtuple);
done:
Py_LeaveRecursiveCall();
return result;
}
#endif
#endif
/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
PyObject *result;
ternaryfunc call = Py_TYPE(func)->tp_call;
if (unlikely(!call))
return PyObject_Call(func, arg, kw);
if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
return NULL;
result = (*call)(func, arg, kw);
Py_LeaveRecursiveCall();
if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
PyErr_SetString(
PyExc_SystemError,
"NULL result without error in PyObject_Call");
}
return result;
}
#endif
/* PyObjectCall2Args */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
PyObject *args, *result = NULL;
#if CYTHON_FAST_PYCALL
if (PyFunction_Check(function)) {
PyObject *args[2] = {arg1, arg2};
return __Pyx_PyFunction_FastCall(function, args, 2);
}
#endif
#if CYTHON_FAST_PYCCALL
if (__Pyx_PyFastCFunction_Check(function)) {
PyObject *args[2] = {arg1, arg2};
return __Pyx_PyCFunction_FastCall(function, args, 2);
}
#endif
args = PyTuple_New(2);
if (unlikely(!args)) goto done;
Py_INCREF(arg1);
PyTuple_SET_ITEM(args, 0, arg1);
Py_INCREF(arg2);
PyTuple_SET_ITEM(args, 1, arg2);
Py_INCREF(function);
result = __Pyx_PyObject_Call(function, args, NULL);
Py_DECREF(args);
Py_DECREF(function);
done:
return result;
}
/* PyObjectCallMethO */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
PyObject *self, *result;
PyCFunction cfunc;
cfunc = PyCFunction_GET_FUNCTION(func);
self = PyCFunction_GET_SELF(func);
if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
return NULL;
result = cfunc(self, arg);
Py_LeaveRecursiveCall();
if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
PyErr_SetString(
PyExc_SystemError,
"NULL result without error in PyObject_Call");
}
return result;
}
#endif
/* PyObjectCallOneArg */
#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
PyObject *result;
PyObject *args = PyTuple_New(1);
if (unlikely(!args)) return NULL;
Py_INCREF(arg);
PyTuple_SET_ITEM(args, 0, arg);
result = __Pyx_PyObject_Call(func, args, NULL);
Py_DECREF(args);
return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#if CYTHON_FAST_PYCALL
if (PyFunction_Check(func)) {
return __Pyx_PyFunction_FastCall(func, &arg, 1);
}
#endif
if (likely(PyCFunction_Check(func))) {
if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
return __Pyx_PyObject_CallMethO(func, arg);
#if CYTHON_FAST_PYCCALL
} else if (__Pyx_PyFastCFunction_Check(func)) {
return __Pyx_PyCFunction_FastCall(func, &arg, 1);
#endif
}
}
return __Pyx__PyObject_CallOneArg(func, arg);
}
#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
PyObject *result;
PyObject *args = PyTuple_Pack(1, arg);
if (unlikely(!args)) return NULL;
result = __Pyx_PyObject_Call(func, args, NULL);
Py_DECREF(args);
return result;
}
#endif
/* GetItemInt */
static 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,
CYTHON_NCP_UNUSED int wraparound,
CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
Py_ssize_t wrapped_i = i;
if (wraparound & unlikely(i < 0)) {
wrapped_i += PyList_GET_SIZE(o);
}
if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
PyObject *r = PyList_GET_ITEM(o, wrapped_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,
CYTHON_NCP_UNUSED int wraparound,
CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
Py_ssize_t wrapped_i = i;
if (wraparound & unlikely(i < 0)) {
wrapped_i += PyTuple_GET_SIZE(o);
}
if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
PyObject *r = PyTuple_GET_ITEM(o, wrapped_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,
CYTHON_NCP_UNUSED int wraparound,
CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
if (is_list || PyList_CheckExact(o)) {
Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
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PyObject *r = PyList_GET_ITEM(o, n);
Py_INCREF(r);
return r;
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Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
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PyObject *r = PyTuple_GET_ITEM(o, n);
Py_INCREF(r);
return r;
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} 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))
return NULL;
PyErr_Clear();
}
}
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));
}
/* RaiseArgTupleInvalid */
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,
"%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
func_name, more_or_less, num_expected,
(num_expected == 1) ? "" : "s", num_found);
}
/* RaiseKeywordRequired */
static void __Pyx_RaiseKeywordRequired(const char* func_name, PyObject* kw_name) {
PyErr_Format(PyExc_TypeError,
#if PY_MAJOR_VERSION >= 3
"%s() needs keyword-only argument %U", func_name, kw_name);
#else
"%s() needs keyword-only argument %s", func_name,
PyString_AS_STRING(kw_name));
#endif
}
/* RaiseDoubleKeywords */
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
}
/* ParseKeywords */
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_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;
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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
(__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
#endif
PyUnicode_Compare(**name, key);
if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
if (cmp == 0) {
values[name-argnames] = value;
break;
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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
(__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
#endif
PyUnicode_Compare(**argname, key);
if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
if (cmp == 0) goto arg_passed_twice;
argname++;
}
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} 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,
"%.200s() keywords must be strings", function_name);
goto bad;
invalid_keyword:
PyErr_Format(PyExc_TypeError,
#if PY_MAJOR_VERSION < 3
"%.200s() got an unexpected keyword argument '%.200s'",
function_name, PyString_AsString(key));
#else
"%s() got an unexpected keyword argument '%U'",
function_name, key);
#endif
bad:
return -1;
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static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
PyObject *dict = Py_TYPE(obj)->tp_dict;
return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
PyObject **dictptr = NULL;
Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
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#if CYTHON_COMPILING_IN_CPYTHON
dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
dictptr = _PyObject_GetDictPtr(obj);
#endif
}
return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
PyObject *dict = Py_TYPE(obj)->tp_dict;
if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
return 0;
return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif
/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
__PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
if (likely(result)) {
return __Pyx_NewRef(result);
} else if (unlikely(PyErr_Occurred())) {
return NULL;
}
#else
result = PyDict_GetItem(__pyx_d, name);
__PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
if (likely(result)) {
return __Pyx_NewRef(result);
}
#endif
#else
result = PyObject_GetItem(__pyx_d, name);
__PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
if (likely(result)) {
return __Pyx_NewRef(result);
}
PyErr_Clear();
#endif
return __Pyx_GetBuiltinName(name);
}
/* RaiseTooManyValuesToUnpack */
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);
}
/* RaiseNeedMoreValuesToUnpack */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
PyErr_Format(PyExc_ValueError,
"need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
index, (index == 1) ? "" : "s");
}
/* IterFinish */
static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_FAST_THREAD_STATE
PyThreadState *tstate = __Pyx_PyThreadState_Current;
PyObject* exc_type = tstate->curexc_type;
if (unlikely(exc_type)) {
if (likely(__Pyx_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
}
/* UnpackItemEndCheck */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
if (unlikely(retval)) {
Py_DECREF(retval);
__Pyx_RaiseTooManyValuesError(expected);
return -1;
}
return __Pyx_IterFinish();
}
/* PyObjectSetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
PyTypeObject* tp = Py_TYPE(obj);
if (likely(tp->tp_setattro))
return tp->tp_setattro(obj, attr_name, value);
#if PY_MAJOR_VERSION < 3
if (likely(tp->tp_setattr))
return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
#endif
return PyObject_SetAttr(obj, attr_name, value);
}
#endif
/* DictGetItem */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
PyObject *value;
value = PyDict_GetItemWithError(d, key);
if (unlikely(!value)) {
if (!PyErr_Occurred()) {
if (unlikely(PyTuple_Check(key))) {
PyObject* args = PyTuple_Pack(1, key);
if (likely(args)) {
PyErr_SetObject(PyExc_KeyError, args);
Py_DECREF(args);
}
} else {
PyErr_SetObject(PyExc_KeyError, key);
}
}
return NULL;
}
Py_INCREF(value);
return value;
}
#endif
/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
PyObject *runerr = NULL;
Py_ssize_t key_value;
PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
if (unlikely(!(m && m->sq_item))) {
PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
return NULL;
}
key_value = __Pyx_PyIndex_AsSsize_t(index);
if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
}
if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
PyErr_Clear();
PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
}
return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
if (likely(m && m->mp_subscript)) {
return m->mp_subscript(obj, key);
}
return __Pyx_PyObject_GetIndex(obj, key);
}
#endif
/* PyObjectCallNoArg */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#if CYTHON_FAST_PYCALL
if (PyFunction_Check(func)) {
return __Pyx_PyFunction_FastCall(func, NULL, 0);
}
#endif
#if defined(__Pyx_CyFunction_USED) && defined(NDEBUG)
if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
#else
if (likely(PyCFunction_Check(func)))
#endif
{
if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
return __Pyx_PyObject_CallMethO(func, NULL);
}
}
return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif
/* PyObjectGetMethod */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
PyTypeObject *tp = Py_TYPE(obj);
PyObject *descr;
descrgetfunc f = NULL;
PyObject **dictptr, *dict;
int meth_found = 0;
assert (*method == NULL);
if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
attr = __Pyx_PyObject_GetAttrStr(obj, name);
goto try_unpack;
}
if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
return 0;
}
descr = _PyType_Lookup(tp, name);
if (likely(descr != NULL)) {
Py_INCREF(descr);
#if PY_MAJOR_VERSION >= 3
#ifdef __Pyx_CyFunction_USED
if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
#else
if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type)))
#endif
#else
#ifdef __Pyx_CyFunction_USED
if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
#else
if (likely(PyFunction_Check(descr)))
#endif
#endif
{
meth_found = 1;
} else {
f = Py_TYPE(descr)->tp_descr_get;
if (f != NULL && PyDescr_IsData(descr)) {
attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
Py_DECREF(descr);
goto try_unpack;
}
}
}
dictptr = _PyObject_GetDictPtr(obj);
if (dictptr != NULL && (dict = *dictptr) != NULL) {
Py_INCREF(dict);
attr = __Pyx_PyDict_GetItemStr(dict, name);
if (attr != NULL) {
Py_INCREF(attr);
Py_DECREF(dict);
Py_XDECREF(descr);
goto try_unpack;
}
Py_DECREF(dict);
}
if (meth_found) {
*method = descr;
return 1;
}
if (f != NULL) {
attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
Py_DECREF(descr);
goto try_unpack;
}
if (descr != NULL) {
*method = descr;
return 0;
}
PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
"'%.50s' object has no attribute '%U'",
tp->tp_name, name);
#else
"'%.50s' object has no attribute '%.400s'",
tp->tp_name, PyString_AS_STRING(name));
#endif
return 0;
#else
attr = __Pyx_PyObject_GetAttrStr(obj, name);
goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
PyObject *function = PyMethod_GET_FUNCTION(attr);
Py_INCREF(function);
Py_DECREF(attr);
*method = function;
return 1;
}
#endif
*method = attr;
return 0;
}
/* PyObjectCallMethod1 */
static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
Py_DECREF(method);
return result;
}
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
PyObject *method = NULL, *result;
int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
if (likely(is_method)) {
result = __Pyx_PyObject_Call2Args(method, obj, arg);
Py_DECREF(method);
return result;
}
if (unlikely(!method)) return NULL;
return __Pyx__PyObject_CallMethod1(method, arg);
}
/* append */
static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
if (likely(PyList_CheckExact(L))) {
if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1;
} else {
PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x);
if (unlikely(!retval))
return -1;
Py_DECREF(retval);
}
return 0;
}
/* PyIntBinop */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
(void)inplace;
(void)zerodivision_check;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_CheckExact(op1))) {
const long b = intval;
long x;
long a = PyInt_AS_LONG(op1);
x = (long)((unsigned long)a + b);
if (likely((x^a) >= 0 || (x^b) >= 0))
return PyInt_FromLong(x);
return PyLong_Type.tp_as_number->nb_add(op1, op2);
}
#endif
#if CYTHON_USE_PYLONG_INTERNALS
if (likely(PyLong_CheckExact(op1))) {
const long b = intval;
long a, x;
#ifdef HAVE_LONG_LONG
const PY_LONG_LONG llb = intval;
PY_LONG_LONG lla, llx;
#endif
const digit* digits = ((PyLongObject*)op1)->ob_digit;
const Py_ssize_t size = Py_SIZE(op1);
if (likely(__Pyx_sst_abs(size) <= 1)) {
a = likely(size) ? digits[0] : 0;
if (size == -1) a = -a;
} else {
switch (size) {
case -2:
if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
break;
#ifdef HAVE_LONG_LONG
} else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
goto long_long;
#endif
}
CYTHON_FALLTHROUGH;
case 2:
if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
break;
#ifdef HAVE_LONG_LONG
} else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
goto long_long;
#endif
}
CYTHON_FALLTHROUGH;
case -3:
if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
break;
#ifdef HAVE_LONG_LONG
} else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
goto long_long;
#endif
}
CYTHON_FALLTHROUGH;
case 3:
if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
break;
#ifdef HAVE_LONG_LONG
} else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
goto long_long;
#endif
}
CYTHON_FALLTHROUGH;
case -4:
if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
break;
#ifdef HAVE_LONG_LONG
} else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
goto long_long;
#endif
}
CYTHON_FALLTHROUGH;
case 4:
if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
break;
#ifdef HAVE_LONG_LONG
} else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
goto long_long;
#endif
}
CYTHON_FALLTHROUGH;
default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
}
}
x = a + b;
return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
long_long:
llx = lla + llb;
return PyLong_FromLongLong(llx);
#endif
}
#endif
if (PyFloat_CheckExact(op1)) {
const long b = intval;
double a = PyFloat_AS_DOUBLE(op1);
double result;
PyFPE_START_PROTECT("add", return NULL)
result = ((double)a) + (double)b;
PyFPE_END_PROTECT(result)
return PyFloat_FromDouble(result);
}
return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif
/* SliceObject */
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_USE_TYPE_SLOTS
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))
goto bad;
PyErr_Clear();
}
}
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_USE_TYPE_SLOTS
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;
}
/* None */
static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}
/* FetchCommonType */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
PyObject* fake_module;
PyTypeObject* cached_type = NULL;
fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
if (!fake_module) return NULL;
Py_INCREF(fake_module);
cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
if (cached_type) {
if (!PyType_Check((PyObject*)cached_type)) {
PyErr_Format(PyExc_TypeError,
"Shared Cython type %.200s is not a type object",
type->tp_name);
goto bad;
}
if (cached_type->tp_basicsize != type->tp_basicsize) {
PyErr_Format(PyExc_TypeError,
"Shared Cython type %.200s has the wrong size, try recompiling",
type->tp_name);
goto bad;
}
} else {
if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
PyErr_Clear();
if (PyType_Ready(type) < 0) goto bad;
if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
goto bad;
Py_INCREF(type);
cached_type = type;
}
done:
Py_DECREF(fake_module);
return cached_type;
bad:
Py_XDECREF(cached_type);
cached_type = NULL;
goto done;
}
/* CythonFunctionShared */
#include <structmember.h>
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, CYTHON_UNUSED void *context)
{
PyObject *tmp = op->func_doc;
if (value == NULL) {
value = Py_None;
}
Py_INCREF(value);
op->func_doc = value;
Py_XDECREF(tmp);
return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
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, CYTHON_UNUSED void *context)
{
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, CYTHON_UNUSED void *context)
{
Py_INCREF(op->func_qualname);
return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
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, CYTHON_UNUSED void *context)
{
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, CYTHON_UNUSED void *context)
{
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(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
Py_INCREF(op->func_globals);
return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
Py_INCREF(Py_None);
return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
PyObject* result = (op->func_code) ? op->func_code : Py_None;
Py_INCREF(result);
return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
int result = 0;
PyObject *res = op->defaults_getter((PyObject *) op);
if (unlikely(!res))
return -1;
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
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);
#else
op->defaults_tuple = PySequence_ITEM(res, 0);
if (unlikely(!op->defaults_tuple)) result = -1;
else {
op->defaults_kwdict = PySequence_ITEM(res, 1);
if (unlikely(!op->defaults_kwdict)) result = -1;
}
#endif
Py_DECREF(res);
return result;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
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, CYTHON_UNUSED void *context) {
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, CYTHON_UNUSED void *context) {
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, CYTHON_UNUSED void *context) {
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, CYTHON_UNUSED void *context) {
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, CYTHON_UNUSED void *context) {
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}
};
static PyMemberDef __pyx_CyFunction_members[] = {
{(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, 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
Py_INCREF(m->func_qualname);
return m->func_qualname;
#else
return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
{"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
{0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
if (unlikely(op == NULL))
return NULL;
op->flags = flags;
__Pyx_CyFunction_weakreflist(op) = 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;
op->func_globals = globals;
Py_INCREF(op->func_globals);
Py_XINCREF(code);
op->func_code = code;
op->defaults_pyobjects = 0;
op->defaults_size = 0;
op->defaults = NULL;
op->defaults_tuple = NULL;
op->defaults_kwdict = NULL;
op->defaults_getter = NULL;
op->func_annotations = NULL;
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_globals);
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]);
PyObject_Free(m->defaults);
m->defaults = NULL;
}
return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
if (__Pyx_CyFunction_weakreflist(m) != NULL)
PyObject_ClearWeakRefs((PyObject *) m);
__Pyx_CyFunction_clear(m);
PyObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
PyObject_GC_UnTrack(m);
__Pyx__CyFunction_dealloc(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_globals);
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)
{
#if PY_MAJOR_VERSION < 3
__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 __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
}
if (obj == Py_None)
obj = NULL;
#endif
return __Pyx_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
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
PyCFunctionObject* f = (PyCFunctionObject*)func;
PyCFunction meth = f->m_ml->ml_meth;
Py_ssize_t size;
switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
case METH_VARARGS:
if (likely(kw == NULL || PyDict_Size(kw) == 0))
return (*meth)(self, arg);
break;
case METH_VARARGS | METH_KEYWORDS:
return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw);
case METH_NOARGS:
if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
size = PyTuple_GET_SIZE(arg);
if (likely(size == 0))
return (*meth)(self, NULL);
PyErr_Format(PyExc_TypeError,
"%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d 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 (likely(size == 1)) {
PyObject *result, *arg0;
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
arg0 = PyTuple_GET_ITEM(arg, 0);
#else
arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
#endif
result = (*meth)(self, arg0);
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
Py_DECREF(arg0);
#endif
return result;
}
PyErr_Format(PyExc_TypeError,
"%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d 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;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
PyObject *result;
__pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
Py_ssize_t argc;
PyObject *new_args;
PyObject *self;
argc = PyTuple_GET_SIZE(args);
new_args = PyTuple_GetSlice(args, 1, argc);
if (unlikely(!new_args))
return NULL;
self = PyTuple_GetItem(args, 0);
if (unlikely(!self)) {
Py_DECREF(new_args);
#if PY_MAJOR_VERSION > 2
PyErr_Format(PyExc_TypeError,
"unbound method %.200S() needs an argument",
cyfunc->func_qualname);
#else
PyErr_SetString(PyExc_TypeError,
"unbound method needs an argument");
#endif
return NULL;
}
result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
Py_DECREF(new_args);
} else {
result = __Pyx_CyFunction_Call(func, args, kw);
}
return result;
}
static PyTypeObject __pyx_CyFunctionType_type = {
PyVarObject_HEAD_INIT(0, 0)
"cython_function_or_method",
sizeof(__pyx_CyFunctionObject),
0,
(destructor) __Pyx_CyFunction_dealloc,
0,
0,
0,
#if PY_MAJOR_VERSION < 3
0,
#else
0,
#endif
(reprfunc) __Pyx_CyFunction_repr,
0,
0,
0,
0,
__Pyx_CyFunction_CallAsMethod,
0,
0,
0,
0,
Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
0,
(traverseproc) __Pyx_CyFunction_traverse,
(inquiry) __Pyx_CyFunction_clear,
0,
#if PY_VERSION_HEX < 0x030500A0
offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
offsetof(PyCFunctionObject, m_weakreflist),
#endif
0,
0,
__pyx_CyFunction_methods,
__pyx_CyFunction_members,
__pyx_CyFunction_getsets,
0,
0,
__Pyx_CyFunction_descr_get,
0,
offsetof(__pyx_CyFunctionObject, func_dict),
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
#if PY_VERSION_HEX >= 0x030400a1
0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
0,
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
0,
#endif
#if PY_VERSION_HEX >= 0x030C0000
0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
0,
#endif
};
static int __pyx_CyFunction_init(void) {
__pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
if (unlikely(__pyx_CyFunctionType == NULL)) {
return -1;
}
return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
__pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
m->defaults = PyObject_Malloc(size);
if (unlikely(!m->defaults))
return PyErr_NoMemory();
memset(m->defaults, 0, size);
m->defaults_pyobjects = pyobjects;
m->defaults_size = size;
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);
}
/* CythonFunction */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
PyObject *op = __Pyx_CyFunction_Init(
PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
ml, flags, qualname, closure, module, globals, code
);
if (likely(op)) {
PyObject_GC_Track(op);
}
return op;
}
/* PyIntCompare */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
if (op1 == op2) {
Py_RETURN_TRUE;
}
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_CheckExact(op1))) {
const long b = intval;
long a = PyInt_AS_LONG(op1);
if (a == b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
}
#endif
#if CYTHON_USE_PYLONG_INTERNALS
if (likely(PyLong_CheckExact(op1))) {
int unequal;
unsigned long uintval;
Py_ssize_t size = Py_SIZE(op1);
const digit* digits = ((PyLongObject*)op1)->ob_digit;
if (intval == 0) {
if (size == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
} else if (intval < 0) {
if (size >= 0)
Py_RETURN_FALSE;
intval = -intval;
size = -size;
} else {
if (size <= 0)
Py_RETURN_FALSE;
}
uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
if (uintval >> (PyLong_SHIFT * 4)) {
unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
| (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
} else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
if (uintval >> (PyLong_SHIFT * 3)) {
unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
| (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
} else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
if (uintval >> (PyLong_SHIFT * 2)) {
unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
| (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
} else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
if (uintval >> (PyLong_SHIFT * 1)) {
unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
| (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
} else
#endif
unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
}
#endif
if (PyFloat_CheckExact(op1)) {
const long b = intval;
double a = PyFloat_AS_DOUBLE(op1);
if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
}
return (
PyObject_RichCompare(op1, op2, Py_EQ));
}
/* BytesEquals */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
return PyObject_RichCompareBool(s1, s2, equals);
#else
if (s1 == s2) {
return (equals == Py_EQ);
} else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
const char *ps1, *ps2;
Py_ssize_t length = PyBytes_GET_SIZE(s1);
if (length != PyBytes_GET_SIZE(s2))
return (equals == Py_NE);
ps1 = PyBytes_AS_STRING(s1);
ps2 = PyBytes_AS_STRING(s2);
if (ps1[0] != ps2[0]) {
return (equals == Py_NE);
} else if (length == 1) {
return (equals == Py_EQ);
} else {
int result;
#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
Py_hash_t hash1, hash2;
hash1 = ((PyBytesObject*)s1)->ob_shash;
hash2 = ((PyBytesObject*)s2)->ob_shash;
if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
return (equals == Py_NE);
}
#endif
result = memcmp(ps1, ps2, (size_t)length);
return (equals == Py_EQ) ? (result == 0) : (result != 0);
}
} else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
return (equals == Py_NE);
} else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
return (equals == Py_NE);
} else {
int result;
PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
if (!py_result)
return -1;
result = __Pyx_PyObject_IsTrue(py_result);
Py_DECREF(py_result);
return result;
}
#endif
}
/* UnicodeEquals */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
PyObject* owned_ref = NULL;
#endif
int s1_is_unicode, s2_is_unicode;
if (s1 == s2) {
goto return_eq;
}
s1_is_unicode = PyUnicode_CheckExact(s1);
s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
owned_ref = PyUnicode_FromObject(s2);
if (unlikely(!owned_ref))
return -1;
s2 = owned_ref;
s2_is_unicode = 1;
} else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
owned_ref = PyUnicode_FromObject(s1);
if (unlikely(!owned_ref))
return -1;
s1 = owned_ref;
s1_is_unicode = 1;
} else if (((!s2_is_unicode) & (!s1_is_unicode))) {
return __Pyx_PyBytes_Equals(s1, s2, equals);
}
#endif
if (s1_is_unicode & s2_is_unicode) {
Py_ssize_t length;
int kind;
void *data1, *data2;
if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
return -1;
length = __Pyx_PyUnicode_GET_LENGTH(s1);
if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
goto return_ne;
}
#if CYTHON_USE_UNICODE_INTERNALS
{
Py_hash_t hash1, hash2;
#if CYTHON_PEP393_ENABLED
hash1 = ((PyASCIIObject*)s1)->hash;
hash2 = ((PyASCIIObject*)s2)->hash;
#else
hash1 = ((PyUnicodeObject*)s1)->hash;
hash2 = ((PyUnicodeObject*)s2)->hash;
#endif
if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
goto return_ne;
}
}
#endif
kind = __Pyx_PyUnicode_KIND(s1);
if (kind != __Pyx_PyUnicode_KIND(s2)) {
goto return_ne;
}
data1 = __Pyx_PyUnicode_DATA(s1);
data2 = __Pyx_PyUnicode_DATA(s2);
if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
goto return_ne;
} else if (length == 1) {
goto return_eq;
} else {
int result = memcmp(data1, data2, (size_t)(length * kind));
#if PY_MAJOR_VERSION < 3
Py_XDECREF(owned_ref);
#endif
return (equals == Py_EQ) ? (result == 0) : (result != 0);
}
} else if ((s1 == Py_None) & s2_is_unicode) {
goto return_ne;
} else if ((s2 == Py_None) & s1_is_unicode) {
goto return_ne;
} else {
int result;
PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
#if PY_MAJOR_VERSION < 3
Py_XDECREF(owned_ref);
#endif
if (!py_result)
return -1;
result = __Pyx_PyObject_IsTrue(py_result);
Py_DECREF(py_result);
return result;
}
return_eq:
#if PY_MAJOR_VERSION < 3
Py_XDECREF(owned_ref);
#endif
return (equals == Py_EQ);
return_ne:
#if PY_MAJOR_VERSION < 3
Py_XDECREF(owned_ref);
#endif
return (equals == Py_NE);
#endif
}
/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
PyObject *tmp_type, *tmp_value, *tmp_tb;
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);
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
*type = tstate->curexc_type;
*value = tstate->curexc_value;
*tb = tstate->curexc_traceback;
tstate->curexc_type = 0;
tstate->curexc_value = 0;
tstate->curexc_traceback = 0;
}
#endif
/* RaiseException */
#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
CYTHON_UNUSED PyObject *cause) {
__Pyx_PyThreadState_declare
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 (PyType_Check(type)) {
#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;
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;
}
}
__Pyx_PyThreadState_assign
__Pyx_ErrRestore(type, value, tb);
return;
raise_error:
Py_XDECREF(value);
Py_XDECREF(type);
Py_XDECREF(tb);
return;
}
#else
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 *instance_class = NULL;
if (value && PyExceptionInstance_Check(value)) {
instance_class = (PyObject*) Py_TYPE(value);
if (instance_class != type) {
int is_subclass = PyObject_IsSubclass(instance_class, type);
if (!is_subclass) {
instance_class = NULL;
} else if (unlikely(is_subclass == -1)) {
goto bad;
} else {
type = instance_class;
}
}
}
if (!instance_class) {
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 = PyObject_Call(type, args, NULL);
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 (cause) {
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) {
#if CYTHON_FAST_THREAD_STATE
PyThreadState *tstate = __Pyx_PyThreadState_Current;
PyObject* tmp_tb = tstate->curexc_traceback;
if (tb != tmp_tb) {
Py_INCREF(tb);
tstate->curexc_traceback = tb;
Py_XDECREF(tmp_tb);
}
#else
PyObject *tmp_type, *tmp_value, *tmp_tb;
PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
Py_INCREF(tb);
PyErr_Restore(tmp_type, tmp_value, tb);
Py_XDECREF(tmp_tb);
#endif
}
bad:
Py_XDECREF(owned_instance);
return;
}
#endif
/* MemviewSliceInit */
static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
int ndim,
__Pyx_memviewslice *memviewslice,
int memview_is_new_reference)
{
__Pyx_RefNannyDeclarations
int i, retval=-1;
Py_buffer *buf = &memview->view;
__Pyx_RefNannySetupContext("init_memviewslice", 0);
if (unlikely(memviewslice->memview || memviewslice->data)) {
PyErr_SetString(PyExc_ValueError,
"memviewslice is already initialized!");
goto fail;
}
if (buf->strides) {
for (i = 0; i < ndim; i++) {
memviewslice->strides[i] = buf->strides[i];
}
} else {
Py_ssize_t stride = buf->itemsize;
for (i = ndim - 1; i >= 0; i--) {
memviewslice->strides[i] = stride;
stride *= buf->shape[i];
}
}
for (i = 0; i < ndim; i++) {
memviewslice->shape[i] = buf->shape[i];
if (buf->suboffsets) {
memviewslice->suboffsets[i] = buf->suboffsets[i];
} else {
memviewslice->suboffsets[i] = -1;
}
}
memviewslice->memview = memview;
memviewslice->data = (char *)buf->buf;
if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
Py_INCREF(memview);
}
retval = 0;
goto no_fail;
fail:
memviewslice->memview = 0;
memviewslice->data = 0;
retval = -1;
no_fail:
__Pyx_RefNannyFinishContext();
return retval;
}
#ifndef Py_NO_RETURN
#define Py_NO_RETURN
#endif
static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN {
va_list vargs;
char msg[200];
#if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES)
va_start(vargs, fmt);
#else
va_start(vargs);
#endif
vsnprintf(msg, 200, fmt, vargs);
va_end(vargs);
Py_FatalError(msg);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
PyThread_type_lock lock)
{
int result;
PyThread_acquire_lock(lock, 1);
result = (*acquisition_count)++;
PyThread_release_lock(lock);
return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
PyThread_type_lock lock)
{
int result;
PyThread_acquire_lock(lock, 1);
result = (*acquisition_count)--;
PyThread_release_lock(lock);
return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
int first_time;
struct __pyx_memoryview_obj *memview = memslice->memview;
if (unlikely(!memview || (PyObject *) memview == Py_None))
return;
if (unlikely(__pyx_get_slice_count(memview) < 0))
__pyx_fatalerror("Acquisition count is %d (line %d)",
__pyx_get_slice_count(memview), lineno);
first_time = __pyx_add_acquisition_count(memview) == 0;
if (unlikely(first_time)) {
if (have_gil) {
Py_INCREF((PyObject *) memview);
} else {
PyGILState_STATE _gilstate = PyGILState_Ensure();
Py_INCREF((PyObject *) memview);
PyGILState_Release(_gilstate);
}
}
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
int have_gil, int lineno) {
int last_time;
struct __pyx_memoryview_obj *memview = memslice->memview;
if (unlikely(!memview || (PyObject *) memview == Py_None)) {
memslice->memview = NULL;
return;
}
if (unlikely(__pyx_get_slice_count(memview) <= 0))
__pyx_fatalerror("Acquisition count is %d (line %d)",
__pyx_get_slice_count(memview), lineno);
last_time = __pyx_sub_acquisition_count(memview) == 1;
memslice->data = NULL;
if (unlikely(last_time)) {
if (have_gil) {
Py_CLEAR(memslice->memview);
} else {
PyGILState_STATE _gilstate = PyGILState_Ensure();
Py_CLEAR(memslice->memview);
PyGILState_Release(_gilstate);
}
} else {
memslice->memview = NULL;
}
}
/* PyErrExceptionMatches */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
Py_ssize_t i, n;
n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
for (i=0; i<n; i++) {
if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
}
#endif
for (i=0; i<n; i++) {
if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
}
return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
PyObject *exc_type = tstate->curexc_type;
if (exc_type == err) return 1;
if (unlikely(!exc_type)) return 0;
if (unlikely(PyTuple_Check(err)))
return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
}
#endif
/* GetAttr */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
#if PY_MAJOR_VERSION >= 3
if (likely(PyUnicode_Check(n)))
#else
if (likely(PyString_Check(n)))
#endif
return __Pyx_PyObject_GetAttrStr(o, n);
#endif
return PyObject_GetAttr(o, n);
}
/* GetAttr3 */
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
__Pyx_PyThreadState_declare
__Pyx_PyThreadState_assign
if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
return NULL;
__Pyx_PyErr_Clear();
Py_INCREF(d);
return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
PyObject *r = __Pyx_GetAttr(o, n);
return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
}
/* Import */
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_MAJOR_VERSION < 3
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_MAJOR_VERSION >= 3
if (level == -1) {
if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
module = PyImport_ImportModuleLevelObject(
name, global_dict, empty_dict, list, 1);
if (!module) {
if (!PyErr_ExceptionMatches(PyExc_ImportError))
goto bad;
PyErr_Clear();
}
}
level = 0;
}
#endif
if (!module) {
#if PY_MAJOR_VERSION < 3
PyObject *py_level = PyInt_FromLong(level);
if (!py_level)
goto bad;
module = PyObject_CallFunctionObjArgs(py_import,
name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
Py_DECREF(py_level);
#else
module = PyImport_ImportModuleLevelObject(
name, global_dict, empty_dict, list, level);
#endif
}
}
bad:
#if PY_MAJOR_VERSION < 3
Py_XDECREF(py_import);
#endif
Py_XDECREF(empty_list);
Py_XDECREF(empty_dict);
return module;
}
/* ImportFrom */
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;
}
/* HasAttr */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
PyObject *r;
if (unlikely(!__Pyx_PyBaseString_Check(n))) {
PyErr_SetString(PyExc_TypeError,
"hasattr(): attribute name must be string");
return -1;
}
r = __Pyx_GetAttr(o, n);
if (unlikely(!r)) {
PyErr_Clear();
return 0;
} else {
Py_DECREF(r);
return 1;
}
}
/* WriteUnraisableException */
static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
int full_traceback, CYTHON_UNUSED int nogil) {
PyObject *old_exc, *old_val, *old_tb;
PyObject *ctx;
__Pyx_PyThreadState_declare
#ifdef WITH_THREAD
PyGILState_STATE state;
if (nogil)
state = PyGILState_Ensure();
else state = (PyGILState_STATE)0;
#endif
__Pyx_PyThreadState_assign
__Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
if (full_traceback) {
Py_XINCREF(old_exc);
Py_XINCREF(old_val);
Py_XINCREF(old_tb);
__Pyx_ErrRestore(old_exc, old_val, old_tb);
PyErr_PrintEx(1);
}
#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);
}
#ifdef WITH_THREAD
if (nogil)
PyGILState_Release(state);
#endif
}
/* GetTopmostException */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
_PyErr_StackItem *exc_info = tstate->exc_info;
while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
exc_info->previous_item != NULL)
{
exc_info = exc_info->previous_item;
}
return exc_info;
}
#endif
/* SaveResetException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_USE_EXC_INFO_STACK
_PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
*type = exc_info->exc_type;
*value = exc_info->exc_value;
*tb = exc_info->exc_traceback;
#else
*type = tstate->exc_type;
*value = tstate->exc_value;
*tb = tstate->exc_traceback;
#endif
Py_XINCREF(*type);
Py_XINCREF(*value);
Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
PyObject *tmp_type, *tmp_value, *tmp_tb;
#if CYTHON_USE_EXC_INFO_STACK
_PyErr_StackItem *exc_info = tstate->exc_info;
tmp_type = exc_info->exc_type;
tmp_value = exc_info->exc_value;
tmp_tb = exc_info->exc_traceback;
exc_info->exc_type = type;
exc_info->exc_value = value;
exc_info->exc_traceback = tb;
#else
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;
#endif
Py_XDECREF(tmp_type);
Py_XDECREF(tmp_value);
Py_XDECREF(tmp_tb);
}
#endif
/* GetException */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
#endif
{
PyObject *local_type, *local_value, *local_tb;
#if CYTHON_FAST_THREAD_STATE
PyObject *tmp_type, *tmp_value, *tmp_tb;
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_FAST_THREAD_STATE
if (unlikely(tstate->curexc_type))
#else
if (unlikely(PyErr_Occurred()))
#endif
goto bad;
#if PY_MAJOR_VERSION >= 3
if (local_tb) {
if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
goto bad;
}
#endif
Py_XINCREF(local_tb);
Py_XINCREF(local_type);
Py_XINCREF(local_value);
*type = local_type;
*value = local_value;
*tb = local_tb;
#if CYTHON_FAST_THREAD_STATE
#if CYTHON_USE_EXC_INFO_STACK
{
_PyErr_StackItem *exc_info = tstate->exc_info;
tmp_type = exc_info->exc_type;
tmp_value = exc_info->exc_value;
tmp_tb = exc_info->exc_traceback;
exc_info->exc_type = local_type;
exc_info->exc_value = local_value;
exc_info->exc_traceback = local_tb;
}
#else
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;
#endif
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;
}
/* ArgTypeTest */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
{
if (unlikely(!type)) {
PyErr_SetString(PyExc_SystemError, "Missing type object");
return 0;
}
else if (exact) {
#if PY_MAJOR_VERSION == 2
if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
#endif
}
else {
if (likely(__Pyx_TypeCheck(obj, type))) return 1;
}
PyErr_Format(PyExc_TypeError,
"Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
name, type->tp_name, Py_TYPE(obj)->tp_name);
return 0;
}
/* decode_c_string */
static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
const char* cstring, Py_ssize_t start, Py_ssize_t stop,
const char* encoding, const char* errors,
PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
Py_ssize_t length;
if (unlikely((start < 0) | (stop < 0))) {
size_t slen = strlen(cstring);
if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) {
PyErr_SetString(PyExc_OverflowError,
"c-string too long to convert to Python");
return NULL;
}
length = (Py_ssize_t) slen;
if (start < 0) {
start += length;
if (start < 0)
start = 0;
}
if (stop < 0)
stop += length;
}
if (unlikely(stop <= start))
return __Pyx_NewRef(__pyx_empty_unicode);
length = stop - start;
cstring += start;
if (decode_func) {
return decode_func(cstring, length, errors);
} else {
return PyUnicode_Decode(cstring, length, encoding, errors);
}
}
/* RaiseNoneIterError */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}
/* SwapException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
PyObject *tmp_type, *tmp_value, *tmp_tb;
#if CYTHON_USE_EXC_INFO_STACK
_PyErr_StackItem *exc_info = tstate->exc_info;
tmp_type = exc_info->exc_type;
tmp_value = exc_info->exc_value;
tmp_tb = exc_info->exc_traceback;
exc_info->exc_type = *type;
exc_info->exc_value = *value;
exc_info->exc_traceback = *tb;
#else
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;
#endif
*type = tmp_type;
*value = tmp_value;
*tb = tmp_tb;
}
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
PyObject *tmp_type, *tmp_value, *tmp_tb;
PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
PyErr_SetExcInfo(*type, *value, *tb);
*type = tmp_type;
*value = tmp_value;
*tb = tmp_tb;
}
#endif
/* FastTypeChecks */
#if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
while (a) {
a = a->tp_base;
if (a == b)
return 1;
}
return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
PyObject *mro;
if (a == b) return 1;
mro = a->tp_mro;
if (likely(mro)) {
Py_ssize_t i, n;
n = PyTuple_GET_SIZE(mro);
for (i = 0; i < n; i++) {
if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
return 1;
}
return 0;
}
return __Pyx_InBases(a, b);
}
#if PY_MAJOR_VERSION == 2
static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
PyObject *exception, *value, *tb;
int res;
__Pyx_PyThreadState_declare
__Pyx_PyThreadState_assign
__Pyx_ErrFetch(&exception, &value, &tb);
res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
if (unlikely(res == -1)) {
PyErr_WriteUnraisable(err);
res = 0;
}
if (!res) {
res = PyObject_IsSubclass(err, exc_type2);
if (unlikely(res == -1)) {
PyErr_WriteUnraisable(err);
res = 0;
}
}
__Pyx_ErrRestore(exception, value, tb);
return res;
}
#else
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
if (!res) {
res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
}
return res;
}
#endif
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
Py_ssize_t i, n;
assert(PyExceptionClass_Check(exc_type));
n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
for (i=0; i<n; i++) {
if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
}
#endif
for (i=0; i<n; i++) {
PyObject *t = PyTuple_GET_ITEM(tuple, i);
#if PY_MAJOR_VERSION < 3
if (likely(exc_type == t)) return 1;
#endif
if (likely(PyExceptionClass_Check(t))) {
if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
} else {
}
}
return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
if (likely(err == exc_type)) return 1;
if (likely(PyExceptionClass_Check(err))) {
if (likely(PyExceptionClass_Check(exc_type))) {
return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
} else if (likely(PyTuple_Check(exc_type))) {
return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
} else {
}
}
return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
assert(PyExceptionClass_Check(exc_type1));
assert(PyExceptionClass_Check(exc_type2));
if (likely(err == exc_type1 || err == exc_type2)) return 1;
if (likely(PyExceptionClass_Check(err))) {
return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
}
return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif
/* None */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}
/* PyObject_GenericGetAttrNoDict */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
"'%.50s' object has no attribute '%U'",
tp->tp_name, attr_name);
#else
"'%.50s' object has no attribute '%.400s'",
tp->tp_name, PyString_AS_STRING(attr_name));
#endif
return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
PyObject *descr;
PyTypeObject *tp = Py_TYPE(obj);
if (unlikely(!PyString_Check(attr_name))) {
return PyObject_GenericGetAttr(obj, attr_name);
}
assert(!tp->tp_dictoffset);
descr = _PyType_Lookup(tp, attr_name);
if (unlikely(!descr)) {
return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
}
Py_INCREF(descr);
#if PY_MAJOR_VERSION < 3
if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
#endif
{
descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
if (unlikely(f)) {
PyObject *res = f(descr, obj, (PyObject *)tp);
Py_DECREF(descr);
return res;
}
}
return descr;
}
#endif
/* PyObject_GenericGetAttr */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
return PyObject_GenericGetAttr(obj, attr_name);
}
return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
}
#endif
/* SetVTable */
static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000
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;
}
/* PyObjectGetAttrStrNoError */
static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
__Pyx_PyThreadState_declare
__Pyx_PyThreadState_assign
if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
__Pyx_PyErr_Clear();
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
PyTypeObject* tp = Py_TYPE(obj);
if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
}
#endif
result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
if (unlikely(!result)) {
__Pyx_PyObject_GetAttrStr_ClearAttributeError();
}
return result;
}
/* SetupReduce */
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
int ret;
PyObject *name_attr;
name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name_2);
if (likely(name_attr)) {
ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
} else {
ret = -1;
}
if (unlikely(ret < 0)) {
PyErr_Clear();
ret = 0;
}
Py_XDECREF(name_attr);
return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
int ret = 0;
PyObject *object_reduce = NULL;
PyObject *object_getstate = NULL;
PyObject *object_reduce_ex = NULL;
PyObject *reduce = NULL;
PyObject *reduce_ex = NULL;
PyObject *reduce_cython = NULL;
PyObject *setstate = NULL;
PyObject *setstate_cython = NULL;
PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
#else
getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
if (!getstate && PyErr_Occurred()) {
goto __PYX_BAD;
}
#endif
if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
#else
object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
if (!object_getstate && PyErr_Occurred()) {
goto __PYX_BAD;
}
#endif
if (object_getstate != getstate) {
goto __PYX_GOOD;
}
}
#if CYTHON_USE_PYTYPE_LOOKUP
object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#else
object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
if (likely(reduce_cython)) {
ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
} else if (reduce == object_reduce || PyErr_Occurred()) {
goto __PYX_BAD;
}
setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
if (!setstate) PyErr_Clear();
if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
if (likely(setstate_cython)) {
ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
} else if (!setstate || PyErr_Occurred()) {
goto __PYX_BAD;
}
}
PyType_Modified((PyTypeObject*)type_obj);
}
}
goto __PYX_GOOD;
__PYX_BAD:
if (!PyErr_Occurred())
PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
Py_XDECREF(object_reduce);
Py_XDECREF(object_reduce_ex);
Py_XDECREF(object_getstate);
Py_XDECREF(getstate);
#endif
Py_XDECREF(reduce);
Py_XDECREF(reduce_ex);
Py_XDECREF(reduce_cython);
Py_XDECREF(setstate);
Py_XDECREF(setstate_cython);
return ret;
}
/* TypeImport */
#ifndef __PYX_HAVE_RT_ImportType_0_29_37
#define __PYX_HAVE_RT_ImportType_0_29_37
static PyTypeObject *__Pyx_ImportType_0_29_37(PyObject *module, const char *module_name, const char *class_name,
size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_0_29_37 check_size)
{
PyObject *result = 0;
char warning[200];
Py_ssize_t basicsize;
Py_ssize_t itemsize;
#ifdef Py_LIMITED_API
PyObject *py_basicsize;
PyObject *py_itemsize;
#endif
result = PyObject_GetAttrString(module, class_name);
if (!result)
goto bad;
if (!PyType_Check(result)) {
PyErr_Format(PyExc_TypeError,
"%.200s.%.200s is not a type object",
module_name, class_name);
goto bad;
}
#ifndef Py_LIMITED_API
basicsize = ((PyTypeObject *)result)->tp_basicsize;
itemsize = ((PyTypeObject *)result)->tp_itemsize;
#else
py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
if (!py_basicsize)
goto bad;
basicsize = PyLong_AsSsize_t(py_basicsize);
Py_DECREF(py_basicsize);
py_basicsize = 0;
if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
goto bad;
py_itemsize = PyObject_GetAttrString(result, "__itemsize__");
if (!py_itemsize)
goto bad;
itemsize = PyLong_AsSsize_t(py_itemsize);
Py_DECREF(py_itemsize);
py_itemsize = 0;
if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred())
goto bad;
#endif
if (itemsize) {
if (size % alignment) {
alignment = size % alignment;
}
if (itemsize < (Py_ssize_t)alignment)
itemsize = (Py_ssize_t)alignment;
}
if ((size_t)(basicsize + itemsize) < size) {
PyErr_Format(PyExc_ValueError,
"%.200s.%.200s size changed, may indicate binary incompatibility. "
"Expected %zd from C header, got %zd from PyObject",
module_name, class_name, size, basicsize);
goto bad;
}
if (check_size == __Pyx_ImportType_CheckSize_Error_0_29_37 && (size_t)basicsize != size) {
PyErr_Format(PyExc_ValueError,
"%.200s.%.200s size changed, may indicate binary incompatibility. "
"Expected %zd from C header, got %zd from PyObject",
module_name, class_name, size, basicsize);
goto bad;
}
else if (check_size == __Pyx_ImportType_CheckSize_Warn_0_29_37 && (size_t)basicsize > size) {
PyOS_snprintf(warning, sizeof(warning),
"%s.%s size changed, may indicate binary incompatibility. "
"Expected %zd from C header, got %zd from PyObject",
module_name, class_name, size, basicsize);
if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
}
return (PyTypeObject *)result;
bad:
Py_XDECREF(result);
return NULL;
}
#endif
/* GetVTable */
static void* __Pyx_GetVtable(PyObject *dict) {
void* ptr;
PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable);
if (!ob)
goto bad;
#if PY_VERSION_HEX >= 0x02070000
ptr = PyCapsule_GetPointer(ob, 0);
#else
ptr = PyCObject_AsVoidPtr(ob);
#endif
if (!ptr && !PyErr_Occurred())
PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type");
Py_DECREF(ob);
return ptr;
bad:
Py_XDECREF(ob);
return NULL;
}
/* CalculateMetaclass */
static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) {
Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases);
for (i=0; i < nbases; i++) {
PyTypeObject *tmptype;
PyObject *tmp = PyTuple_GET_ITEM(bases, i);
tmptype = Py_TYPE(tmp);
#if PY_MAJOR_VERSION < 3
if (tmptype == &PyClass_Type)
continue;
#endif
if (!metaclass) {
metaclass = tmptype;
continue;
}
if (PyType_IsSubtype(metaclass, tmptype))
continue;
if (PyType_IsSubtype(tmptype, metaclass)) {
metaclass = tmptype;
continue;
}
PyErr_SetString(PyExc_TypeError,
"metaclass conflict: "
"the metaclass of a derived class "
"must be a (non-strict) subclass "
"of the metaclasses of all its bases");
return NULL;
}
if (!metaclass) {
#if PY_MAJOR_VERSION < 3
metaclass = &PyClass_Type;
#else
metaclass = &PyType_Type;
#endif
}
Py_INCREF((PyObject*) metaclass);
return (PyObject*) metaclass;
}
/* Py3ClassCreate */
static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name,
PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) {
PyObject *ns;
if (metaclass) {
PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare);
if (prep) {
PyObject *pargs = PyTuple_Pack(2, name, bases);
if (unlikely(!pargs)) {
Py_DECREF(prep);
return NULL;
}
ns = PyObject_Call(prep, pargs, mkw);
Py_DECREF(prep);
Py_DECREF(pargs);
} else {
if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError)))
return NULL;
PyErr_Clear();
ns = PyDict_New();
}
} else {
ns = PyDict_New();
}
if (unlikely(!ns))
return NULL;
if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad;
if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad;
if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad;
return ns;
bad:
Py_DECREF(ns);
return NULL;
}
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases,
PyObject *dict, PyObject *mkw,
int calculate_metaclass, int allow_py2_metaclass) {
PyObject *result, *margs;
PyObject *owned_metaclass = NULL;
if (allow_py2_metaclass) {
owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass);
if (owned_metaclass) {
metaclass = owned_metaclass;
} else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) {
PyErr_Clear();
} else {
return NULL;
}
}
if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) {
metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases);
Py_XDECREF(owned_metaclass);
if (unlikely(!metaclass))
return NULL;
owned_metaclass = metaclass;
}
margs = PyTuple_Pack(3, name, bases, dict);
if (unlikely(!margs)) {
result = NULL;
} else {
result = PyObject_Call(metaclass, margs, mkw);
Py_DECREF(margs);
}
Py_XDECREF(owned_metaclass);
return result;
}
/* CLineInTraceback */
#ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_UNUSED PyThreadState *tstate, int c_line) {
PyObject *use_cline;
PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
PyObject **cython_runtime_dict;
#endif
if (unlikely(!__pyx_cython_runtime)) {
return c_line;
}
__Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
if (likely(cython_runtime_dict)) {
__PYX_PY_DICT_LOOKUP_IF_MODIFIED(
use_cline, *cython_runtime_dict,
__Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
} else
#endif
{
PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
if (use_cline_obj) {
use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
Py_DECREF(use_cline_obj);
} else {
PyErr_Clear();
use_cline = NULL;
}
}
if (!use_cline) {
c_line = 0;
(void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
}
else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
c_line = 0;
}
__Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
return c_line;
}
#endif
/* CodeObjectCache */
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 - start) / 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, ((size_t)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);
}
/* AddTraceback */
#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6
#ifndef Py_BUILD_CORE
#define Py_BUILD_CORE 1
#endif
#include "internal/pycore_frame.h"
#endif
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
const char *funcname, int c_line,
int py_line, const char *filename) {
PyCodeObject *py_code = NULL;
PyObject *py_funcname = NULL;
#if PY_MAJOR_VERSION < 3
PyObject *py_srcfile = NULL;
py_srcfile = PyString_FromString(filename);
if (!py_srcfile) goto bad;
#endif
if (c_line) {
#if PY_MAJOR_VERSION < 3
py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
if (!py_funcname) goto bad;
#else
py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
if (!py_funcname) goto bad;
funcname = PyUnicode_AsUTF8(py_funcname);
if (!funcname) goto bad;
#endif
}
else {
#if PY_MAJOR_VERSION < 3
py_funcname = PyString_FromString(funcname);
if (!py_funcname) goto bad;
#endif
}
#if PY_MAJOR_VERSION < 3
py_code = __Pyx_PyCode_New(
0,
0,
0,
0,
0,
__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,
__pyx_empty_bytes /*PyObject *lnotab*/
);
Py_DECREF(py_srcfile);
#else
py_code = PyCode_NewEmpty(filename, funcname, py_line);
#endif
Py_XDECREF(py_funcname); // XDECREF since it's only set on Py3 if cline
return py_code;
bad:
Py_XDECREF(py_funcname);
#if PY_MAJOR_VERSION < 3
Py_XDECREF(py_srcfile);
#endif
return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
int py_line, const char *filename) {
PyCodeObject *py_code = 0;
PyFrameObject *py_frame = 0;
PyThreadState *tstate = __Pyx_PyThreadState_Current;
PyObject *ptype, *pvalue, *ptraceback;
if (c_line) {
c_line = __Pyx_CLineForTraceback(tstate, c_line);
}
py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
if (!py_code) {
__Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
py_code = __Pyx_CreateCodeObjectForTraceback(
funcname, c_line, py_line, filename);
if (!py_code) {
/* If the code object creation fails, then we should clear the
fetched exception references and propagate the new exception */
Py_XDECREF(ptype);
Py_XDECREF(pvalue);
Py_XDECREF(ptraceback);
goto bad;
}
__Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
__pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
}
py_frame = PyFrame_New(
tstate, /*PyThreadState *tstate,*/
py_code, /*PyCodeObject *code,*/
__pyx_d, /*PyObject *globals,*/
0 /*PyObject *locals*/
);
if (!py_frame) goto bad;
__Pyx_PyFrame_SetLineNumber(py_frame, py_line);
PyTraceBack_Here(py_frame);
bad:
Py_XDECREF(py_code);
Py_XDECREF(py_frame);
}
#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
if (__Pyx_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
if (__Pyx_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags);
PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
PyObject *obj = view->obj;
if (!obj) return;
if (PyObject_CheckBuffer(obj)) {
PyBuffer_Release(view);
return;
}
if ((0)) {}
view->obj = NULL;
Py_DECREF(obj);
}
#endif
/* MemviewSliceIsContig */
static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim)
{
int i, index, step, start;
Py_ssize_t itemsize = mvs.memview->view.itemsize;
if (order == 'F') {
step = 1;
start = 0;
} else {
step = -1;
start = ndim - 1;
}
for (i = 0; i < ndim; i++) {
index = start + step * i;
if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize)
return 0;
itemsize *= mvs.shape[index];
}
return 1;
}
/* OverlappingSlices */
static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
void **out_start, void **out_end,
int ndim, size_t itemsize)
{
char *start, *end;
int i;
start = end = slice->data;
for (i = 0; i < ndim; i++) {
Py_ssize_t stride = slice->strides[i];
Py_ssize_t extent = slice->shape[i];
if (extent == 0) {
*out_start = *out_end = start;
return;
} else {
if (stride > 0)
end += stride * (extent - 1);
else
start += stride * (extent - 1);
}
}
*out_start = start;
*out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
__Pyx_memviewslice *slice2,
int ndim, size_t itemsize)
{
void *start1, *end1, *start2, *end2;
__pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
__pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
return (start1 < end2) && (start2 < end1);
}
/* Capsule */
static CYTHON_INLINE PyObject *
__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig)
{
PyObject *cobj;
#if PY_VERSION_HEX >= 0x02070000
cobj = PyCapsule_New(p, sig, NULL);
#else
cobj = PyCObject_FromVoidPtr(p, NULL);
#endif
return cobj;
}
/* CIntFromPyVerify */
#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
__PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
__PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
{\
func_type value = func_value;\
if (sizeof(target_type) < sizeof(func_type)) {\
if (unlikely(value != (func_type) (target_type) value)) {\
func_type zero = 0;\
if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
return (target_type) -1;\
if (is_unsigned && unlikely(value < zero))\
goto raise_neg_overflow;\
else\
goto raise_overflow;\
}\
}\
return (target_type) value;\
}
/* IsLittleEndian */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
{
union {
uint32_t u32;
uint8_t u8[4];
} S;
S.u32 = 0x01020304;
return S.u8[0] == 4;
}
/* BufferFormatCheck */
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
__Pyx_BufFmt_StackElem* stack,
__Pyx_TypeInfo* type) {
stack[0].field = &ctx->root;
stack[0].parent_offset = 0;
ctx->root.type = type;
ctx->root.name = "buffer dtype";
ctx->root.offset = 0;
ctx->head = stack;
ctx->head->field = &ctx->root;
ctx->fmt_offset = 0;
ctx->head->parent_offset = 0;
ctx->new_packmode = '@';
ctx->enc_packmode = '@';
ctx->new_count = 1;
ctx->enc_count = 0;
ctx->enc_type = 0;
ctx->is_complex = 0;
ctx->is_valid_array = 0;
ctx->struct_alignment = 0;
while (type->typegroup == 'S') {
++ctx->head;
ctx->head->field = type->fields;
ctx->head->parent_offset = 0;
type = type->fields->type;
}
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
int count;
const char* t = *ts;
if (*t < '0' || *t > '9') {
return -1;
} else {
count = *t++ - '0';
while (*t >= '0' && *t <= '9') {
count *= 10;
count += *t++ - '0';
}
}
*ts = t;
return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
int number = __Pyx_BufFmt_ParseNumber(ts);
if (number == -1)
PyErr_Format(PyExc_ValueError,\
"Does not understand character buffer dtype format string ('%c')", **ts);
return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
PyErr_Format(PyExc_ValueError,
"Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
switch (ch) {
case '?': return "'bool'";
case 'c': return "'char'";
case 'b': return "'signed char'";
case 'B': return "'unsigned char'";
case 'h': return "'short'";
case 'H': return "'unsigned short'";
case 'i': return "'int'";
case 'I': return "'unsigned int'";
case 'l': return "'long'";
case 'L': return "'unsigned long'";
case 'q': return "'long long'";
case 'Q': return "'unsigned long long'";
case 'f': return (is_complex ? "'complex float'" : "'float'");
case 'd': return (is_complex ? "'complex double'" : "'double'");
case 'g': return (is_complex ? "'complex long double'" : "'long double'");
case 'T': return "a struct";
case 'O': return "Python object";
case 'P': return "a pointer";
case 's': case 'p': return "a string";
case 0: return "end";
default: return "unparseable format string";
}
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
switch (ch) {
case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
case 'h': case 'H': return 2;
case 'i': case 'I': case 'l': case 'L': return 4;
case 'q': case 'Q': return 8;
case 'f': return (is_complex ? 8 : 4);
case 'd': return (is_complex ? 16 : 8);
case 'g': {
PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
return 0;
}
case 'O': case 'P': return sizeof(void*);
default:
__Pyx_BufFmt_RaiseUnexpectedChar(ch);
return 0;
}
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
switch (ch) {
case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
case 'h': case 'H': return sizeof(short);
case 'i': case 'I': return sizeof(int);
case 'l': case 'L': return sizeof(long);
#ifdef HAVE_LONG_LONG
case 'q': case 'Q': return sizeof(PY_LONG_LONG);
#endif
case 'f': return sizeof(float) * (is_complex ? 2 : 1);
case 'd': return sizeof(double) * (is_complex ? 2 : 1);
case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
case 'O': case 'P': return sizeof(void*);
default: {
__Pyx_BufFmt_RaiseUnexpectedChar(ch);
return 0;
}
}
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
switch (ch) {
case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
default:
__Pyx_BufFmt_RaiseUnexpectedChar(ch);
return 0;
}
}
/* These are for computing the padding at the end of the struct to align
on the first member of the struct. This will probably the same as above,
but we don't have any guarantees.
*/
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
switch (ch) {
case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
default:
__Pyx_BufFmt_RaiseUnexpectedChar(ch);
return 0;
}
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
switch (ch) {
case 'c':
return 'H';
case 'b': case 'h': case 'i':
case 'l': case 'q': case 's': case 'p':
return 'I';
case '?': case 'B': case 'H': case 'I': case 'L': case 'Q':
return 'U';
case 'f': case 'd': case 'g':
return (is_complex ? 'C' : 'R');
case 'O':
return 'O';
case 'P':
return 'P';
default: {
__Pyx_BufFmt_RaiseUnexpectedChar(ch);
return 0;
}
}
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
if (ctx->head == NULL || ctx->head->field == &ctx->root) {
const char* expected;
const char* quote;
if (ctx->head == NULL) {
expected = "end";
quote = "";
} else {
expected = ctx->head->field->type->name;
quote = "'";
}
PyErr_Format(PyExc_ValueError,
"Buffer dtype mismatch, expected %s%s%s but got %s",
quote, expected, quote,
__Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
} else {
__Pyx_StructField* field = ctx->head->field;
__Pyx_StructField* parent = (ctx->head - 1)->field;
PyErr_Format(PyExc_ValueError,
"Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
parent->type->name, field->name);
}
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
char group;
size_t size, offset, arraysize = 1;
if (ctx->enc_type == 0) return 0;
if (ctx->head->field->type->arraysize[0]) {
int i, ndim = 0;
if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
ctx->is_valid_array = ctx->head->field->type->ndim == 1;
ndim = 1;
if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
PyErr_Format(PyExc_ValueError,
"Expected a dimension of size %zu, got %zu",
ctx->head->field->type->arraysize[0], ctx->enc_count);
return -1;
}
}
if (!ctx->is_valid_array) {
PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
ctx->head->field->type->ndim, ndim);
return -1;
}
for (i = 0; i < ctx->head->field->type->ndim; i++) {
arraysize *= ctx->head->field->type->arraysize[i];
}
ctx->is_valid_array = 0;
ctx->enc_count = 1;
}
group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
do {
__Pyx_StructField* field = ctx->head->field;
__Pyx_TypeInfo* type = field->type;
if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
} else {
size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
}
if (ctx->enc_packmode == '@') {
size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
size_t align_mod_offset;
if (align_at == 0) return -1;
align_mod_offset = ctx->fmt_offset % align_at;
if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
if (ctx->struct_alignment == 0)
ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
ctx->is_complex);
}
if (type->size != size || type->typegroup != group) {
if (type->typegroup == 'C' && type->fields != NULL) {
size_t parent_offset = ctx->head->parent_offset + field->offset;
++ctx->head;
ctx->head->field = type->fields;
ctx->head->parent_offset = parent_offset;
continue;
}
if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
} else {
__Pyx_BufFmt_RaiseExpected(ctx);
return -1;
}
}
offset = ctx->head->parent_offset + field->offset;
if (ctx->fmt_offset != offset) {
PyErr_Format(PyExc_ValueError,
"Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
(Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
return -1;
}
ctx->fmt_offset += size;
if (arraysize)
ctx->fmt_offset += (arraysize - 1) * size;
--ctx->enc_count;
while (1) {
if (field == &ctx->root) {
ctx->head = NULL;
if (ctx->enc_count != 0) {
__Pyx_BufFmt_RaiseExpected(ctx);
return -1;
}
break;
}
ctx->head->field = ++field;
if (field->type == NULL) {
--ctx->head;
field = ctx->head->field;
continue;
} else if (field->type->typegroup == 'S') {
size_t parent_offset = ctx->head->parent_offset + field->offset;
if (field->type->fields->type == NULL) continue;
field = field->type->fields;
++ctx->head;
ctx->head->field = field;
ctx->head->parent_offset = parent_offset;
break;
} else {
break;
}
}
} while (ctx->enc_count);
ctx->enc_type = 0;
ctx->is_complex = 0;
return 0;
}
static PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
const char *ts = *tsp;
int i = 0, number, ndim;
++ts;
if (ctx->new_count != 1) {
PyErr_SetString(PyExc_ValueError,
"Cannot handle repeated arrays in format string");
return NULL;
}
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
ndim = ctx->head->field->type->ndim;
while (*ts && *ts != ')') {
switch (*ts) {
case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue;
default: break;
}
number = __Pyx_BufFmt_ExpectNumber(&ts);
if (number == -1) return NULL;
if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
return PyErr_Format(PyExc_ValueError,
"Expected a dimension of size %zu, got %d",
ctx->head->field->type->arraysize[i], number);
if (*ts != ',' && *ts != ')')
return PyErr_Format(PyExc_ValueError,
"Expected a comma in format string, got '%c'", *ts);
if (*ts == ',') ts++;
i++;
}
if (i != ndim)
return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
ctx->head->field->type->ndim, i);
if (!*ts) {
PyErr_SetString(PyExc_ValueError,
"Unexpected end of format string, expected ')'");
return NULL;
}
ctx->is_valid_array = 1;
ctx->new_count = 1;
*tsp = ++ts;
return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
int got_Z = 0;
while (1) {
switch(*ts) {
case 0:
if (ctx->enc_type != 0 && ctx->head == NULL) {
__Pyx_BufFmt_RaiseExpected(ctx);
return NULL;
}
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
if (ctx->head != NULL) {
__Pyx_BufFmt_RaiseExpected(ctx);
return NULL;
}
return ts;
case ' ':
case '\r':
case '\n':
++ts;
break;
case '<':
if (!__Pyx_Is_Little_Endian()) {
PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
return NULL;
}
ctx->new_packmode = '=';
++ts;
break;
case '>':
case '!':
if (__Pyx_Is_Little_Endian()) {
PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
return NULL;
}
ctx->new_packmode = '=';
++ts;
break;
case '=':
case '@':
case '^':
ctx->new_packmode = *ts++;
break;
case 'T':
{
const char* ts_after_sub;
size_t i, struct_count = ctx->new_count;
size_t struct_alignment = ctx->struct_alignment;
ctx->new_count = 1;
++ts;
if (*ts != '{') {
PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
return NULL;
}
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
ctx->enc_type = 0;
ctx->enc_count = 0;
ctx->struct_alignment = 0;
++ts;
ts_after_sub = ts;
for (i = 0; i != struct_count; ++i) {
ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
if (!ts_after_sub) return NULL;
}
ts = ts_after_sub;
if (struct_alignment) ctx->struct_alignment = struct_alignment;
}
break;
case '}':
{
size_t alignment = ctx->struct_alignment;
++ts;
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
ctx->enc_type = 0;
if (alignment && ctx->fmt_offset % alignment) {
ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
}
}
return ts;
case 'x':
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
ctx->fmt_offset += ctx->new_count;
ctx->new_count = 1;
ctx->enc_count = 0;
ctx->enc_type = 0;
ctx->enc_packmode = ctx->new_packmode;
++ts;
break;
case 'Z':
got_Z = 1;
++ts;
if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
__Pyx_BufFmt_RaiseUnexpectedChar('Z');
return NULL;
}
CYTHON_FALLTHROUGH;
case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
case 'l': case 'L': case 'q': case 'Q':
case 'f': case 'd': case 'g':
case 'O': case 'p':
if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) &&
(ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) {
ctx->enc_count += ctx->new_count;
ctx->new_count = 1;
got_Z = 0;
++ts;
break;
}
CYTHON_FALLTHROUGH;
case 's':
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
ctx->enc_count = ctx->new_count;
ctx->enc_packmode = ctx->new_packmode;
ctx->enc_type = *ts;
ctx->is_complex = got_Z;
++ts;
ctx->new_count = 1;
got_Z = 0;
break;
case ':':
++ts;
while(*ts != ':') ++ts;
++ts;
break;
case '(':
if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
break;
default:
{
int number = __Pyx_BufFmt_ExpectNumber(&ts);
if (number == -1) return NULL;
ctx->new_count = (size_t)number;
}
}
}
}
/* TypeInfoCompare */
static int
__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b)
{
int i;
if (!a || !b)
return 0;
if (a == b)
return 1;
if (a->size != b->size || a->typegroup != b->typegroup ||
a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) {
if (a->typegroup == 'H' || b->typegroup == 'H') {
return a->size == b->size;
} else {
return 0;
}
}
if (a->ndim) {
for (i = 0; i < a->ndim; i++)
if (a->arraysize[i] != b->arraysize[i])
return 0;
}
if (a->typegroup == 'S') {
if (a->flags != b->flags)
return 0;
if (a->fields || b->fields) {
if (!(a->fields && b->fields))
return 0;
for (i = 0; a->fields[i].type && b->fields[i].type; i++) {
__Pyx_StructField *field_a = a->fields + i;
__Pyx_StructField *field_b = b->fields + i;
if (field_a->offset != field_b->offset ||
!__pyx_typeinfo_cmp(field_a->type, field_b->type))
return 0;
}
return !a->fields[i].type && !b->fields[i].type;
}
}
return 1;
}
/* MemviewSliceValidateAndInit */
static int
__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec)
{
if (buf->shape[dim] <= 1)
return 1;
if (buf->strides) {
if (spec & __Pyx_MEMVIEW_CONTIG) {
if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) {
if (unlikely(buf->strides[dim] != sizeof(void *))) {
PyErr_Format(PyExc_ValueError,
"Buffer is not indirectly contiguous "
"in dimension %d.", dim);
goto fail;
}
} else if (unlikely(buf->strides[dim] != buf->itemsize)) {
PyErr_SetString(PyExc_ValueError,
"Buffer and memoryview are not contiguous "
"in the same dimension.");
goto fail;
}
}
if (spec & __Pyx_MEMVIEW_FOLLOW) {
Py_ssize_t stride = buf->strides[dim];
if (stride < 0)
stride = -stride;
if (unlikely(stride < buf->itemsize)) {
PyErr_SetString(PyExc_ValueError,
"Buffer and memoryview are not contiguous "
"in the same dimension.");
goto fail;
}
}
} else {
if (unlikely(spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1)) {
PyErr_Format(PyExc_ValueError,
"C-contiguous buffer is not contiguous in "
"dimension %d", dim);
goto fail;
} else if (unlikely(spec & (__Pyx_MEMVIEW_PTR))) {
PyErr_Format(PyExc_ValueError,
"C-contiguous buffer is not indirect in "
"dimension %d", dim);
goto fail;
} else if (unlikely(buf->suboffsets)) {
PyErr_SetString(PyExc_ValueError,
"Buffer exposes suboffsets but no strides");
goto fail;
}
}
return 1;
fail:
return 0;
}
static int
__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec)
{
if (spec & __Pyx_MEMVIEW_DIRECT) {
if (unlikely(buf->suboffsets && buf->suboffsets[dim] >= 0)) {
PyErr_Format(PyExc_ValueError,
"Buffer not compatible with direct access "
"in dimension %d.", dim);
goto fail;
}
}
if (spec & __Pyx_MEMVIEW_PTR) {
if (unlikely(!buf->suboffsets || (buf->suboffsets[dim] < 0))) {
PyErr_Format(PyExc_ValueError,
"Buffer is not indirectly accessible "
"in dimension %d.", dim);
goto fail;
}
}
return 1;
fail:
return 0;
}
static int
__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag)
{
int i;
if (c_or_f_flag & __Pyx_IS_F_CONTIG) {
Py_ssize_t stride = 1;
for (i = 0; i < ndim; i++) {
if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) {
PyErr_SetString(PyExc_ValueError,
"Buffer not fortran contiguous.");
goto fail;
}
stride = stride * buf->shape[i];
}
} else if (c_or_f_flag & __Pyx_IS_C_CONTIG) {
Py_ssize_t stride = 1;
for (i = ndim - 1; i >- 1; i--) {
if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) {
PyErr_SetString(PyExc_ValueError,
"Buffer not C contiguous.");
goto fail;
}
stride = stride * buf->shape[i];
}
}
return 1;
fail:
return 0;
}
static int __Pyx_ValidateAndInit_memviewslice(
int *axes_specs,
int c_or_f_flag,
int buf_flags,
int ndim,
__Pyx_TypeInfo *dtype,
__Pyx_BufFmt_StackElem stack[],
__Pyx_memviewslice *memviewslice,
PyObject *original_obj)
{
struct __pyx_memoryview_obj *memview, *new_memview;
__Pyx_RefNannyDeclarations
Py_buffer *buf;
int i, spec = 0, retval = -1;
__Pyx_BufFmt_Context ctx;
int from_memoryview = __pyx_memoryview_check(original_obj);
__Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0);
if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *)
original_obj)->typeinfo)) {
memview = (struct __pyx_memoryview_obj *) original_obj;
new_memview = NULL;
} else {
memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
original_obj, buf_flags, 0, dtype);
new_memview = memview;
if (unlikely(!memview))
goto fail;
}
buf = &memview->view;
if (unlikely(buf->ndim != ndim)) {
PyErr_Format(PyExc_ValueError,
"Buffer has wrong number of dimensions (expected %d, got %d)",
ndim, buf->ndim);
goto fail;
}
if (new_memview) {
__Pyx_BufFmt_Init(&ctx, stack, dtype);
if (unlikely(!__Pyx_BufFmt_CheckString(&ctx, buf->format))) goto fail;
}
if (unlikely((unsigned) buf->itemsize != dtype->size)) {
PyErr_Format(PyExc_ValueError,
"Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) "
"does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)",
buf->itemsize,
(buf->itemsize > 1) ? "s" : "",
dtype->name,
dtype->size,
(dtype->size > 1) ? "s" : "");
goto fail;
}
if (buf->len > 0) {
for (i = 0; i < ndim; i++) {
spec = axes_specs[i];
if (unlikely(!__pyx_check_strides(buf, i, ndim, spec)))
goto fail;
if (unlikely(!__pyx_check_suboffsets(buf, i, ndim, spec)))
goto fail;
}
if (unlikely(buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag)))
goto fail;
}
if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice,
new_memview != NULL) == -1)) {
goto fail;
}
retval = 0;
goto no_fail;
fail:
Py_XDECREF(new_memview);
retval = -1;
no_fail:
__Pyx_RefNannyFinishContext();
return retval;
}
/* ObjectToMemviewSlice */
static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_int(PyObject *obj, int writable_flag) {
__Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
__Pyx_BufFmt_StackElem stack[1];
int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) };
int retcode;
if (obj == Py_None) {
result.memview = (struct __pyx_memoryview_obj *) Py_None;
return result;
}
retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG,
(PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2,
&__Pyx_TypeInfo_int, stack,
&result, obj);
if (unlikely(retcode == -1))
goto __pyx_fail;
return result;
__pyx_fail:
result.memview = NULL;
result.data = NULL;
return result;
}
/* Declarations */
#if CYTHON_CCOMPLEX
#ifdef __cplusplus
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
return ::std::complex< float >(x, y);
}
#else
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
return x + y*(__pyx_t_float_complex)_Complex_I;
}
#endif
#else
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
__pyx_t_float_complex z;
z.real = x;
z.imag = y;
return z;
}
#endif
/* Arithmetic */
#if CYTHON_CCOMPLEX
#else
static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
return (a.real == b.real) && (a.imag == b.imag);
}
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
__pyx_t_float_complex z;
z.real = a.real + b.real;
z.imag = a.imag + b.imag;
return z;
}
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
__pyx_t_float_complex z;
z.real = a.real - b.real;
z.imag = a.imag - b.imag;
return z;
}
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
__pyx_t_float_complex z;
z.real = a.real * b.real - a.imag * b.imag;
z.imag = a.real * b.imag + a.imag * b.real;
return z;
}
#if 1
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
if (b.imag == 0) {
return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
} else if (fabsf(b.real) >= fabsf(b.imag)) {
if (b.real == 0 && b.imag == 0) {
return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
} else {
float r = b.imag / b.real;
float s = (float)(1.0) / (b.real + b.imag * r);
return __pyx_t_float_complex_from_parts(
(a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
}
} else {
float r = b.real / b.imag;
float s = (float)(1.0) / (b.imag + b.real * r);
return __pyx_t_float_complex_from_parts(
(a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
}
}
#else
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
if (b.imag == 0) {
return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
} else {
float denom = b.real * b.real + b.imag * b.imag;
return __pyx_t_float_complex_from_parts(
(a.real * b.real + a.imag * b.imag) / denom,
(a.imag * b.real - a.real * b.imag) / denom);
}
}
#endif
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
__pyx_t_float_complex z;
z.real = -a.real;
z.imag = -a.imag;
return z;
}
static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
return (a.real == 0) && (a.imag == 0);
}
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
__pyx_t_float_complex z;
z.real = a.real;
z.imag = -a.imag;
return z;
}
#if 1
static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
#if !defined(HAVE_HYPOT) || defined(_MSC_VER)
return sqrtf(z.real*z.real + z.imag*z.imag);
#else
return hypotf(z.real, z.imag);
#endif
}
static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
__pyx_t_float_complex z;
float r, lnr, theta, z_r, z_theta;
if (b.imag == 0 && b.real == (int)b.real) {
if (b.real < 0) {
float denom = a.real * a.real + a.imag * a.imag;
a.real = a.real / denom;
a.imag = -a.imag / denom;
b.real = -b.real;
}
switch ((int)b.real) {
case 0:
z.real = 1;
z.imag = 0;
return z;
case 1:
return a;
case 2:
return __Pyx_c_prod_float(a, a);
case 3:
z = __Pyx_c_prod_float(a, a);
return __Pyx_c_prod_float(z, a);
case 4:
z = __Pyx_c_prod_float(a, a);
return __Pyx_c_prod_float(z, z);
}
}
if (a.imag == 0) {
if (a.real == 0) {
return a;
} else if ((b.imag == 0) && (a.real >= 0)) {
z.real = powf(a.real, b.real);
z.imag = 0;
return z;
} else if (a.real > 0) {
r = a.real;
theta = 0;
} else {
r = -a.real;
theta = atan2f(0.0, -1.0);
}
} else {
r = __Pyx_c_abs_float(a);
theta = atan2f(a.imag, a.real);
}
lnr = logf(r);
z_r = expf(lnr * b.real - theta * b.imag);
z_theta = theta * b.real + lnr * b.imag;
z.real = z_r * cosf(z_theta);
z.imag = z_r * sinf(z_theta);
return z;
}
#endif
#endif
/* Declarations */
#if CYTHON_CCOMPLEX
#ifdef __cplusplus
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
return ::std::complex< double >(x, y);
}
#else
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
return x + y*(__pyx_t_double_complex)_Complex_I;
}
#endif
#else
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
__pyx_t_double_complex z;
z.real = x;
z.imag = y;
return z;
}
#endif
/* Arithmetic */
#if CYTHON_CCOMPLEX
#else
static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
return (a.real == b.real) && (a.imag == b.imag);
}
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
__pyx_t_double_complex z;
z.real = a.real + b.real;
z.imag = a.imag + b.imag;
return z;
}
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
__pyx_t_double_complex z;
z.real = a.real - b.real;
z.imag = a.imag - b.imag;
return z;
}
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
__pyx_t_double_complex z;
z.real = a.real * b.real - a.imag * b.imag;
z.imag = a.real * b.imag + a.imag * b.real;
return z;
}
#if 1
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
if (b.imag == 0) {
return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
} else if (fabs(b.real) >= fabs(b.imag)) {
if (b.real == 0 && b.imag == 0) {
return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
} else {
double r = b.imag / b.real;
double s = (double)(1.0) / (b.real + b.imag * r);
return __pyx_t_double_complex_from_parts(
(a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
}
} else {
double r = b.real / b.imag;
double s = (double)(1.0) / (b.imag + b.real * r);
return __pyx_t_double_complex_from_parts(
(a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
}
}
#else
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
if (b.imag == 0) {
return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
} else {
double denom = b.real * b.real + b.imag * b.imag;
return __pyx_t_double_complex_from_parts(
(a.real * b.real + a.imag * b.imag) / denom,
(a.imag * b.real - a.real * b.imag) / denom);
}
}
#endif
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
__pyx_t_double_complex z;
z.real = -a.real;
z.imag = -a.imag;
return z;
}
static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
return (a.real == 0) && (a.imag == 0);
}
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
__pyx_t_double_complex z;
z.real = a.real;
z.imag = -a.imag;
return z;
}
#if 1
static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
#if !defined(HAVE_HYPOT) || defined(_MSC_VER)
return sqrt(z.real*z.real + z.imag*z.imag);
#else
return hypot(z.real, z.imag);
#endif
}
static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
__pyx_t_double_complex z;
double r, lnr, theta, z_r, z_theta;
if (b.imag == 0 && b.real == (int)b.real) {
if (b.real < 0) {
double denom = a.real * a.real + a.imag * a.imag;
a.real = a.real / denom;
a.imag = -a.imag / denom;
b.real = -b.real;
}
switch ((int)b.real) {
case 0:
z.real = 1;
z.imag = 0;
return z;
case 1:
return a;
case 2:
return __Pyx_c_prod_double(a, a);
case 3:
z = __Pyx_c_prod_double(a, a);
return __Pyx_c_prod_double(z, a);
case 4:
z = __Pyx_c_prod_double(a, a);
return __Pyx_c_prod_double(z, z);
}
}
if (a.imag == 0) {
if (a.real == 0) {
return a;
} else if ((b.imag == 0) && (a.real >= 0)) {
z.real = pow(a.real, b.real);
z.imag = 0;
return z;
} else if (a.real > 0) {
r = a.real;
theta = 0;
} else {
r = -a.real;
theta = atan2(0.0, -1.0);
}
} else {
r = __Pyx_c_abs_double(a);
theta = atan2(a.imag, a.real);
}
lnr = log(r);
z_r = exp(lnr * b.real - theta * b.imag);
z_theta = theta * b.real + lnr * b.imag;
z.real = z_r * cos(z_theta);
z.imag = z_r * sin(z_theta);
return z;
}
#endif
#endif
/* MemviewSliceCopyTemplate */
static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
const char *mode, int ndim,
size_t sizeof_dtype, int contig_flag,
int dtype_is_object)
{
__Pyx_RefNannyDeclarations
int i;
__Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
Py_buffer *buf = &from_memview->view;
PyObject *shape_tuple = NULL;
PyObject *temp_int = NULL;
struct __pyx_array_obj *array_obj = NULL;
struct __pyx_memoryview_obj *memview_obj = NULL;
__Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
for (i = 0; i < ndim; i++) {
if (unlikely(from_mvs->suboffsets[i] >= 0)) {
PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
"indirect dimensions (axis %d)", i);
goto fail;
}
}
shape_tuple = PyTuple_New(ndim);
if (unlikely(!shape_tuple)) {
goto fail;
}
__Pyx_GOTREF(shape_tuple);
for(i = 0; i < ndim; i++) {
temp_int = PyInt_FromSsize_t(from_mvs->shape[i]);
if(unlikely(!temp_int)) {
goto fail;
} else {
PyTuple_SET_ITEM(shape_tuple, i, temp_int);
temp_int = NULL;
}
}
array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL);
if (unlikely(!array_obj)) {
goto fail;
}
__Pyx_GOTREF(array_obj);
memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
(PyObject *) array_obj, contig_flag,
dtype_is_object,
from_mvs->memview->typeinfo);
if (unlikely(!memview_obj))
goto fail;
if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
goto fail;
if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
dtype_is_object) < 0))
goto fail;
goto no_fail;
fail:
__Pyx_XDECREF(new_mvs.memview);
new_mvs.memview = NULL;
new_mvs.data = NULL;
no_fail:
__Pyx_XDECREF(shape_tuple);
__Pyx_XDECREF(temp_int);
__Pyx_XDECREF(array_obj);
__Pyx_RefNannyFinishContext();
return new_mvs;
}
/* CIntToPy */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
if (is_unsigned) {
if (sizeof(int) < sizeof(long)) {
return PyInt_FromLong((long) value);
} else if (sizeof(int) <= sizeof(unsigned long)) {
return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
}
} else {
if (sizeof(int) <= sizeof(long)) {
return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
}
}
{
int one = 1; int little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&value;
return _PyLong_FromByteArray(bytes, sizeof(int),
little, !is_unsigned);
}
}
/* CIntFromPy */
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_Check(x))) {
if (sizeof(int) < sizeof(long)) {
__PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
} else {
long val = PyInt_AS_LONG(x);
if (is_unsigned && unlikely(val < 0)) {
goto raise_neg_overflow;
}
return (int) val;
}
} else
#endif
if (likely(PyLong_Check(x))) {
if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (int) 0;
case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
case 2:
if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
}
}
break;
case 3:
if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
}
}
break;
case 4:
if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
}
}
break;
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
if (unlikely(Py_SIZE(x) < 0)) {
goto raise_neg_overflow;
}
#else
{
int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
if (unlikely(result < 0))
return (int) -1;
if (unlikely(result == 1))
goto raise_neg_overflow;
}
#endif
if (sizeof(int) <= sizeof(unsigned long)) {
__PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
}
} else {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (int) 0;
case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0])
case -2:
if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
}
}
break;
case 2:
if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
}
}
break;
case -3:
if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
}
}
break;
case 3:
if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
}
}
break;
case -4:
if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
}
}
break;
case 4:
if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
}
}
break;
}
#endif
if (sizeof(int) <= sizeof(long)) {
__PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
}
}
{
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
PyErr_SetString(PyExc_RuntimeError,
"_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
int val;
PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
if (likely(v) && !PyLong_Check(v)) {
PyObject *tmp = v;
v = PyNumber_Long(tmp);
Py_DECREF(tmp);
}
#endif
if (likely(v)) {
int one = 1; int is_little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&val;
int ret = _PyLong_AsByteArray((PyLongObject *)v,
bytes, sizeof(val),
is_little, !is_unsigned);
Py_DECREF(v);
if (likely(!ret))
return val;
}
#endif
return (int) -1;
}
} else {
int val;
PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
if (!tmp) return (int) -1;
val = __Pyx_PyInt_As_int(tmp);
Py_DECREF(tmp);
return val;
}
raise_overflow:
PyErr_SetString(PyExc_OverflowError,
"value too large to convert to int");
return (int) -1;
raise_neg_overflow:
PyErr_SetString(PyExc_OverflowError,
"can't convert negative value to int");
return (int) -1;
}
/* CIntFromPy */
static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_Check(x))) {
if (sizeof(long) < sizeof(long)) {
__PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
} else {
long val = PyInt_AS_LONG(x);
if (is_unsigned && unlikely(val < 0)) {
goto raise_neg_overflow;
}
return (long) val;
}
} else
#endif
if (likely(PyLong_Check(x))) {
if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (long) 0;
case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
case 2:
if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
}
}
break;
case 3:
if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
}
}
break;
case 4:
if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
}
}
break;
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
if (unlikely(Py_SIZE(x) < 0)) {
goto raise_neg_overflow;
}
#else
{
int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
if (unlikely(result < 0))
return (long) -1;
if (unlikely(result == 1))
goto raise_neg_overflow;
}
#endif
if (sizeof(long) <= sizeof(unsigned long)) {
__PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
}
} else {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (long) 0;
case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0])
case -2:
if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
}
}
break;
case 2:
if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
}
}
break;
case -3:
if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
}
}
break;
case 3:
if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
}
}
break;
case -4:
if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
}
}
break;
case 4:
if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
}
}
break;
}
#endif
if (sizeof(long) <= sizeof(long)) {
__PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
}
}
{
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
PyErr_SetString(PyExc_RuntimeError,
"_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
long val;
PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
if (likely(v) && !PyLong_Check(v)) {
PyObject *tmp = v;
v = PyNumber_Long(tmp);
Py_DECREF(tmp);
}
#endif
if (likely(v)) {
int one = 1; int is_little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&val;
int ret = _PyLong_AsByteArray((PyLongObject *)v,
bytes, sizeof(val),
is_little, !is_unsigned);
Py_DECREF(v);
if (likely(!ret))
return val;
}
#endif
return (long) -1;
}
} else {
long val;
PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
if (!tmp) return (long) -1;
val = __Pyx_PyInt_As_long(tmp);
Py_DECREF(tmp);
return val;
}
raise_overflow:
PyErr_SetString(PyExc_OverflowError,
"value too large to convert to long");
return (long) -1;
raise_neg_overflow:
PyErr_SetString(PyExc_OverflowError,
"can't convert negative value to long");
return (long) -1;
}
/* CIntToPy */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
if (is_unsigned) {
if (sizeof(long) < sizeof(long)) {
return PyInt_FromLong((long) value);
} else if (sizeof(long) <= sizeof(unsigned long)) {
return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
}
} else {
if (sizeof(long) <= sizeof(long)) {
return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
}
}
{
int one = 1; int little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&value;
return _PyLong_FromByteArray(bytes, sizeof(long),
little, !is_unsigned);
}
}
/* CIntToPy */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
if (is_unsigned) {
if (sizeof(uint64_t) < sizeof(long)) {
return PyInt_FromLong((long) value);
} else if (sizeof(uint64_t) <= sizeof(unsigned long)) {
return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG)) {
return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
}
} else {
if (sizeof(uint64_t) <= sizeof(long)) {
return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(uint64_t) <= sizeof(PY_LONG_LONG)) {
return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
}
}
{
int one = 1; int little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&value;
return _PyLong_FromByteArray(bytes, sizeof(uint64_t),
little, !is_unsigned);
}
}
/* CIntFromPy */
static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const size_t neg_one = (size_t) -1, const_zero = (size_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_Check(x))) {
if (sizeof(size_t) < sizeof(long)) {
__PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
} else {
long val = PyInt_AS_LONG(x);
if (is_unsigned && unlikely(val < 0)) {
goto raise_neg_overflow;
}
return (size_t) val;
}
} else
#endif
if (likely(PyLong_Check(x))) {
if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (size_t) 0;
case 1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0])
case 2:
if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) >= 2 * PyLong_SHIFT) {
return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
}
break;
case 3:
if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) >= 3 * PyLong_SHIFT) {
return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
}
break;
case 4:
if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) >= 4 * PyLong_SHIFT) {
return (size_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
}
break;
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
if (unlikely(Py_SIZE(x) < 0)) {
goto raise_neg_overflow;
}
#else
{
int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
if (unlikely(result < 0))
return (size_t) -1;
if (unlikely(result == 1))
goto raise_neg_overflow;
}
#endif
if (sizeof(size_t) <= sizeof(unsigned long)) {
__PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
}
} else {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (size_t) 0;
case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, (sdigit) (-(sdigit)digits[0]))
case 1: __PYX_VERIFY_RETURN_INT(size_t, digit, +digits[0])
case -2:
if (8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
}
}
break;
case 2:
if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
}
}
break;
case -3:
if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
}
}
break;
case 3:
if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
}
}
break;
case -4:
if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
return (size_t) (((size_t)-1)*(((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
}
}
break;
case 4:
if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
return (size_t) ((((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
}
}
break;
}
#endif
if (sizeof(size_t) <= sizeof(long)) {
__PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
}
}
{
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
PyErr_SetString(PyExc_RuntimeError,
"_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
size_t val;
PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
if (likely(v) && !PyLong_Check(v)) {
PyObject *tmp = v;
v = PyNumber_Long(tmp);
Py_DECREF(tmp);
}
#endif
if (likely(v)) {
int one = 1; int is_little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&val;
int ret = _PyLong_AsByteArray((PyLongObject *)v,
bytes, sizeof(val),
is_little, !is_unsigned);
Py_DECREF(v);
if (likely(!ret))
return val;
}
#endif
return (size_t) -1;
}
} else {
size_t val;
PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
if (!tmp) return (size_t) -1;
val = __Pyx_PyInt_As_size_t(tmp);
Py_DECREF(tmp);
return val;
}
raise_overflow:
PyErr_SetString(PyExc_OverflowError,
"value too large to convert to size_t");
return (size_t) -1;
raise_neg_overflow:
PyErr_SetString(PyExc_OverflowError,
"can't convert negative value to size_t");
return (size_t) -1;
}
/* CIntToPy */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const int32_t neg_one = (int32_t) -1, const_zero = (int32_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
if (is_unsigned) {
if (sizeof(int32_t) < sizeof(long)) {
return PyInt_FromLong((long) value);
} else if (sizeof(int32_t) <= sizeof(unsigned long)) {
return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG)) {
return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
}
} else {
if (sizeof(int32_t) <= sizeof(long)) {
return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
} else if (sizeof(int32_t) <= sizeof(PY_LONG_LONG)) {
return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
}
}
{
int one = 1; int little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&value;
return _PyLong_FromByteArray(bytes, sizeof(int32_t),
little, !is_unsigned);
}
}
/* CIntFromPy */
static CYTHON_INLINE int32_t __Pyx_PyInt_As_int32_t(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const int32_t neg_one = (int32_t) -1, const_zero = (int32_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_Check(x))) {
if (sizeof(int32_t) < sizeof(long)) {
__PYX_VERIFY_RETURN_INT(int32_t, long, PyInt_AS_LONG(x))
} else {
long val = PyInt_AS_LONG(x);
if (is_unsigned && unlikely(val < 0)) {
goto raise_neg_overflow;
}
return (int32_t) val;
}
} else
#endif
if (likely(PyLong_Check(x))) {
if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (int32_t) 0;
case 1: __PYX_VERIFY_RETURN_INT(int32_t, digit, digits[0])
case 2:
if (8 * sizeof(int32_t) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) >= 2 * PyLong_SHIFT) {
return (int32_t) (((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]));
}
}
break;
case 3:
if (8 * sizeof(int32_t) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) >= 3 * PyLong_SHIFT) {
return (int32_t) (((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]));
}
}
break;
case 4:
if (8 * sizeof(int32_t) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) >= 4 * PyLong_SHIFT) {
return (int32_t) (((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]));
}
}
break;
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
if (unlikely(Py_SIZE(x) < 0)) {
goto raise_neg_overflow;
}
#else
{
int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
if (unlikely(result < 0))
return (int32_t) -1;
if (unlikely(result == 1))
goto raise_neg_overflow;
}
#endif
if (sizeof(int32_t) <= sizeof(unsigned long)) {
__PYX_VERIFY_RETURN_INT_EXC(int32_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(int32_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
}
} else {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (int32_t) 0;
case -1: __PYX_VERIFY_RETURN_INT(int32_t, sdigit, (sdigit) (-(sdigit)digits[0]))
case 1: __PYX_VERIFY_RETURN_INT(int32_t, digit, +digits[0])
case -2:
if (8 * sizeof(int32_t) - 1 > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT) {
return (int32_t) (((int32_t)-1)*(((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
}
}
break;
case 2:
if (8 * sizeof(int32_t) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT) {
return (int32_t) ((((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
}
}
break;
case -3:
if (8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT) {
return (int32_t) (((int32_t)-1)*(((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
}
}
break;
case 3:
if (8 * sizeof(int32_t) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT) {
return (int32_t) ((((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
}
}
break;
case -4:
if (8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) - 1 > 4 * PyLong_SHIFT) {
return (int32_t) (((int32_t)-1)*(((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
}
}
break;
case 4:
if (8 * sizeof(int32_t) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(int32_t) - 1 > 4 * PyLong_SHIFT) {
return (int32_t) ((((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
}
}
break;
}
#endif
if (sizeof(int32_t) <= sizeof(long)) {
__PYX_VERIFY_RETURN_INT_EXC(int32_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(int32_t) <= sizeof(PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(int32_t, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
}
}
{
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
PyErr_SetString(PyExc_RuntimeError,
"_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
int32_t val;
PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
if (likely(v) && !PyLong_Check(v)) {
PyObject *tmp = v;
v = PyNumber_Long(tmp);
Py_DECREF(tmp);
}
#endif
if (likely(v)) {
int one = 1; int is_little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&val;
int ret = _PyLong_AsByteArray((PyLongObject *)v,
bytes, sizeof(val),
is_little, !is_unsigned);
Py_DECREF(v);
if (likely(!ret))
return val;
}
#endif
return (int32_t) -1;
}
} else {
int32_t val;
PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
if (!tmp) return (int32_t) -1;
val = __Pyx_PyInt_As_int32_t(tmp);
Py_DECREF(tmp);
return val;
}
raise_overflow:
PyErr_SetString(PyExc_OverflowError,
"value too large to convert to int32_t");
return (int32_t) -1;
raise_neg_overflow:
PyErr_SetString(PyExc_OverflowError,
"can't convert negative value to int32_t");
return (int32_t) -1;
}
/* CIntFromPy */
static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
const char neg_one = (char) -1, const_zero = (char) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_Check(x))) {
if (sizeof(char) < sizeof(long)) {
__PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
} else {
long val = PyInt_AS_LONG(x);
if (is_unsigned && unlikely(val < 0)) {
goto raise_neg_overflow;
}
return (char) val;
}
} else
#endif
if (likely(PyLong_Check(x))) {
if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (char) 0;
case 1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0])
case 2:
if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) {
return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
}
}
break;
case 3:
if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) {
return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
}
}
break;
case 4:
if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) {
return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
}
}
break;
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
if (unlikely(Py_SIZE(x) < 0)) {
goto raise_neg_overflow;
}
#else
{
int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
if (unlikely(result < 0))
return (char) -1;
if (unlikely(result == 1))
goto raise_neg_overflow;
}
#endif
if (sizeof(char) <= sizeof(unsigned long)) {
__PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
}
} else {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)x)->ob_digit;
switch (Py_SIZE(x)) {
case 0: return (char) 0;
case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0]))
case 1: __PYX_VERIFY_RETURN_INT(char, digit, +digits[0])
case -2:
if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
}
}
break;
case 2:
if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
}
}
break;
case -3:
if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
}
}
break;
case 3:
if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
}
}
break;
case -4:
if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
}
}
break;
case 4:
if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
__PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
} else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
}
}
break;
}
#endif
if (sizeof(char) <= sizeof(long)) {
__PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
} else if (sizeof(char) <= sizeof(PY_LONG_LONG)) {
__PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
}
}
{
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
PyErr_SetString(PyExc_RuntimeError,
"_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
char val;
PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
if (likely(v) && !PyLong_Check(v)) {
PyObject *tmp = v;
v = PyNumber_Long(tmp);
Py_DECREF(tmp);
}
#endif
if (likely(v)) {
int one = 1; int is_little = (int)*(unsigned char *)&one;
unsigned char *bytes = (unsigned char *)&val;
int ret = _PyLong_AsByteArray((PyLongObject *)v,
bytes, sizeof(val),
is_little, !is_unsigned);
Py_DECREF(v);
if (likely(!ret))
return val;
}
#endif
return (char) -1;
}
} else {
char val;
PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
if (!tmp) return (char) -1;
val = __Pyx_PyInt_As_char(tmp);
Py_DECREF(tmp);
return val;
}
raise_overflow:
PyErr_SetString(PyExc_OverflowError,
"value too large to convert to char");
return (char) -1;
raise_neg_overflow:
PyErr_SetString(PyExc_OverflowError,
"can't convert negative value to char");
return (char) -1;
}
/* CheckBinaryVersion */
static int __Pyx_check_binary_version(void) {
char ctversion[5];
int same=1, i, found_dot;
const char* rt_from_call = Py_GetVersion();
PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
found_dot = 0;
for (i = 0; i < 4; i++) {
if (!ctversion[i]) {
same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
break;
}
if (rt_from_call[i] != ctversion[i]) {
same = 0;
break;
}
}
if (!same) {
char rtversion[5] = {'\0'};
char message[200];
for (i=0; i<4; ++i) {
if (rt_from_call[i] == '.') {
if (found_dot) break;
found_dot = 1;
} else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
break;
}
rtversion[i] = rt_from_call[i];
}
PyOS_snprintf(message, sizeof(message),
"compiletime version %s of module '%.100s' "
"does not match runtime version %s",
ctversion, __Pyx_MODULE_NAME, rtversion);
return PyErr_WarnEx(NULL, message, 1);
}
return 0;
}
/* FunctionExport */
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
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;
}
/* VoidPtrImport */
#ifndef __PYX_HAVE_RT_ImportVoidPtr_0_29_37
#define __PYX_HAVE_RT_ImportVoidPtr_0_29_37
static int __Pyx_ImportVoidPtr_0_29_37(PyObject *module, const char *name, void **p, const char *sig) {
PyObject *d = 0;
PyObject *cobj = 0;
d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
if (!d)
goto bad;
cobj = PyDict_GetItemString(d, name);
if (!cobj) {
PyErr_Format(PyExc_ImportError,
"%.200s does not export expected C variable %.200s",
PyModule_GetName(module), name);
goto bad;
}
#if PY_VERSION_HEX >= 0x02070000
if (!PyCapsule_IsValid(cobj, sig)) {
PyErr_Format(PyExc_TypeError,
"C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
goto bad;
}
*p = PyCapsule_GetPointer(cobj, sig);
#else
{const char *desc, *s1, *s2;
desc = (const char *)PyCObject_GetDesc(cobj);
if (!desc)
goto bad;
s1 = desc; s2 = sig;
while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
if (*s1 != *s2) {
PyErr_Format(PyExc_TypeError,
"C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
PyModule_GetName(module), name, sig, desc);
goto bad;
}
*p = PyCObject_AsVoidPtr(cobj);}
#endif
if (!(*p))
goto bad;
Py_DECREF(d);
return 0;
bad:
Py_XDECREF(d);
return -1;
}
#endif
/* FunctionImport */
#ifndef __PYX_HAVE_RT_ImportFunction_0_29_37
#define __PYX_HAVE_RT_ImportFunction_0_29_37
static int __Pyx_ImportFunction_0_29_37(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
PyObject *d = 0;
PyObject *cobj = 0;
union {
void (*fp)(void);
void *p;
} tmp;
d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
if (!d)
goto bad;
cobj = PyDict_GetItemString(d, funcname);
if (!cobj) {
PyErr_Format(PyExc_ImportError,
"%.200s does not export expected C function %.200s",
PyModule_GetName(module), funcname);
goto bad;
}
#if PY_VERSION_HEX >= 0x02070000
if (!PyCapsule_IsValid(cobj, sig)) {
PyErr_Format(PyExc_TypeError,
"C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
goto bad;
}
tmp.p = PyCapsule_GetPointer(cobj, sig);
#else
{const char *desc, *s1, *s2;
desc = (const char *)PyCObject_GetDesc(cobj);
if (!desc)
goto bad;
s1 = desc; s2 = sig;
while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
if (*s1 != *s2) {
PyErr_Format(PyExc_TypeError,
"C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
PyModule_GetName(module), funcname, sig, desc);
goto bad;
}
tmp.p = PyCObject_AsVoidPtr(cobj);}
#endif
*f = tmp.fp;
if (!(*f))
goto bad;
Py_DECREF(d);
return 0;
bad:
Py_XDECREF(d);
return -1;
}
#endif
/* InitStrings */
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
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;
if (PyObject_Hash(*t->p) == -1)
return -1;
++t;
}
return 0;
}
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
Py_ssize_t ignore;
return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
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
*length = PyBytes_GET_SIZE(defenc);
return defenc_c;
}
#else
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
if (likely(PyUnicode_IS_ASCII(o))) {
*length = PyUnicode_GET_LENGTH(o);
return PyUnicode_AsUTF8(o);
} else {
PyUnicode_AsASCIIString(o);
return NULL;
}
#else
return PyUnicode_AsUTF8AndSize(o, length);
#endif
}
#endif
#endif
static CYTHON_INLINE const 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)) {
return __Pyx_PyUnicode_AsStringAndSize(o, length);
} else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
if (PyByteArray_Check(o)) {
*length = PyByteArray_GET_SIZE(o);
return PyByteArray_AS_STRING(o);
} else
#endif
{
char* result;
int r = PyBytes_AsStringAndSize(o, &result, length);
if (unlikely(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 int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
int retval;
if (unlikely(!x)) return -1;
retval = __Pyx_PyObject_IsTrue(x);
Py_DECREF(x);
return retval;
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
#if PY_MAJOR_VERSION >= 3
if (PyLong_Check(result)) {
if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
"__int__ returned non-int (type %.200s). "
"The ability to return an instance of a strict subclass of int "
"is deprecated, and may be removed in a future version of Python.",
Py_TYPE(result)->tp_name)) {
Py_DECREF(result);
return NULL;
}
return result;
}
#endif
PyErr_Format(PyExc_TypeError,
"__%.4s__ returned non-%.4s (type %.200s)",
type_name, type_name, Py_TYPE(result)->tp_name);
Py_DECREF(result);
return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
PyNumberMethods *m;
#endif
const char *name = NULL;
PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
if (likely(PyLong_Check(x)))
#endif
return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
m = Py_TYPE(x)->tp_as_number;
#if PY_MAJOR_VERSION < 3
if (m && m->nb_int) {
name = "int";
res = m->nb_int(x);
}
else if (m && m->nb_long) {
name = "long";
res = m->nb_long(x);
}
#else
if (likely(m && m->nb_int)) {
name = "int";
res = m->nb_int(x);
}
#endif
#else
if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
res = PyNumber_Int(x);
}
#endif
if (likely(res)) {
#if PY_MAJOR_VERSION < 3
if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
if (unlikely(!PyLong_CheckExact(res))) {
#endif
return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
}
}
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;
#if PY_MAJOR_VERSION < 3
if (likely(PyInt_CheckExact(b))) {
if (sizeof(Py_ssize_t) >= sizeof(long))
return PyInt_AS_LONG(b);
else
return PyInt_AsSsize_t(b);
}
#endif
if (likely(PyLong_CheckExact(b))) {
#if CYTHON_USE_PYLONG_INTERNALS
const digit* digits = ((PyLongObject*)b)->ob_digit;
const Py_ssize_t size = Py_SIZE(b);
if (likely(__Pyx_sst_abs(size) <= 1)) {
ival = likely(size) ? digits[0] : 0;
if (size == -1) ival = -ival;
return ival;
} else {
switch (size) {
case 2:
if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
break;
case -2:
if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
break;
case 3:
if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
break;
case -3:
if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
break;
case 4:
if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
break;
case -4:
if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
}
break;
}
}
#endif
return PyLong_AsSsize_t(b);
}
x = PyNumber_Index(b);
if (!x) return -1;
ival = PyInt_AsSsize_t(x);
Py_DECREF(x);
return ival;
}
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
#if PY_MAJOR_VERSION < 3
} else if (likely(PyInt_CheckExact(o))) {
return PyInt_AS_LONG(o);
#endif
} else {
Py_ssize_t ival;
PyObject *x;
x = PyNumber_Index(o);
if (!x) return -1;
ival = PyInt_AsLong(x);
Py_DECREF(x);
return ival;
}
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
return PyInt_FromSize_t(ival);
}
#endif /* Py_PYTHON_H */