1 /* Generated by Cython 0.29.21 */
2 
3 /* BEGIN: Cython Metadata
4 {
5     "distutils": {
6         "depends": [
7             "gensim/models/voidptr.h"
8         ],
9         "include_dirs": [
10             "gensim/models",
11             "./gensim/models"
12         ],
13         "language": "c",
14         "name": "gensim.models.fasttext_inner",
15         "sources": [
16             "gensim/models/fasttext_inner.pyx"
17         ]
18     },
19     "module_name": "gensim.models.fasttext_inner"
20 }
21 END: Cython Metadata */
22 
23 #define PY_SSIZE_T_CLEAN
24 #include "Python.h"
25 #ifndef Py_PYTHON_H
26     #error Python headers needed to compile C extensions, please install development version of Python.
27 #elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
28     #error Cython requires Python 2.6+ or Python 3.3+.
29 #else
30 #define CYTHON_ABI "0_29_21"
31 #define CYTHON_HEX_VERSION 0x001D15F0
32 #define CYTHON_FUTURE_DIVISION 0
33 #include <stddef.h>
34 #ifndef offsetof
35   #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
36 #endif
37 #if !defined(WIN32) && !defined(MS_WINDOWS)
38   #ifndef __stdcall
39     #define __stdcall
40   #endif
41   #ifndef __cdecl
42     #define __cdecl
43   #endif
44   #ifndef __fastcall
45     #define __fastcall
46   #endif
47 #endif
48 #ifndef DL_IMPORT
49   #define DL_IMPORT(t) t
50 #endif
51 #ifndef DL_EXPORT
52   #define DL_EXPORT(t) t
53 #endif
54 #define __PYX_COMMA ,
55 #ifndef HAVE_LONG_LONG
56   #if PY_VERSION_HEX >= 0x02070000
57     #define HAVE_LONG_LONG
58   #endif
59 #endif
60 #ifndef PY_LONG_LONG
61   #define PY_LONG_LONG LONG_LONG
62 #endif
63 #ifndef Py_HUGE_VAL
64   #define Py_HUGE_VAL HUGE_VAL
65 #endif
66 #ifdef PYPY_VERSION
67   #define CYTHON_COMPILING_IN_PYPY 1
68   #define CYTHON_COMPILING_IN_PYSTON 0
69   #define CYTHON_COMPILING_IN_CPYTHON 0
70   #undef CYTHON_USE_TYPE_SLOTS
71   #define CYTHON_USE_TYPE_SLOTS 0
72   #undef CYTHON_USE_PYTYPE_LOOKUP
73   #define CYTHON_USE_PYTYPE_LOOKUP 0
74   #if PY_VERSION_HEX < 0x03050000
75     #undef CYTHON_USE_ASYNC_SLOTS
76     #define CYTHON_USE_ASYNC_SLOTS 0
77   #elif !defined(CYTHON_USE_ASYNC_SLOTS)
78     #define CYTHON_USE_ASYNC_SLOTS 1
79   #endif
80   #undef CYTHON_USE_PYLIST_INTERNALS
81   #define CYTHON_USE_PYLIST_INTERNALS 0
82   #undef CYTHON_USE_UNICODE_INTERNALS
83   #define CYTHON_USE_UNICODE_INTERNALS 0
84   #undef CYTHON_USE_UNICODE_WRITER
85   #define CYTHON_USE_UNICODE_WRITER 0
86   #undef CYTHON_USE_PYLONG_INTERNALS
87   #define CYTHON_USE_PYLONG_INTERNALS 0
88   #undef CYTHON_AVOID_BORROWED_REFS
89   #define CYTHON_AVOID_BORROWED_REFS 1
90   #undef CYTHON_ASSUME_SAFE_MACROS
91   #define CYTHON_ASSUME_SAFE_MACROS 0
92   #undef CYTHON_UNPACK_METHODS
93   #define CYTHON_UNPACK_METHODS 0
94   #undef CYTHON_FAST_THREAD_STATE
95   #define CYTHON_FAST_THREAD_STATE 0
96   #undef CYTHON_FAST_PYCALL
97   #define CYTHON_FAST_PYCALL 0
98   #undef CYTHON_PEP489_MULTI_PHASE_INIT
99   #define CYTHON_PEP489_MULTI_PHASE_INIT 0
100   #undef CYTHON_USE_TP_FINALIZE
101   #define CYTHON_USE_TP_FINALIZE 0
102   #undef CYTHON_USE_DICT_VERSIONS
103   #define CYTHON_USE_DICT_VERSIONS 0
104   #undef CYTHON_USE_EXC_INFO_STACK
105   #define CYTHON_USE_EXC_INFO_STACK 0
106 #elif defined(PYSTON_VERSION)
107   #define CYTHON_COMPILING_IN_PYPY 0
108   #define CYTHON_COMPILING_IN_PYSTON 1
109   #define CYTHON_COMPILING_IN_CPYTHON 0
110   #ifndef CYTHON_USE_TYPE_SLOTS
111     #define CYTHON_USE_TYPE_SLOTS 1
112   #endif
113   #undef CYTHON_USE_PYTYPE_LOOKUP
114   #define CYTHON_USE_PYTYPE_LOOKUP 0
115   #undef CYTHON_USE_ASYNC_SLOTS
116   #define CYTHON_USE_ASYNC_SLOTS 0
117   #undef CYTHON_USE_PYLIST_INTERNALS
118   #define CYTHON_USE_PYLIST_INTERNALS 0
119   #ifndef CYTHON_USE_UNICODE_INTERNALS
120     #define CYTHON_USE_UNICODE_INTERNALS 1
121   #endif
122   #undef CYTHON_USE_UNICODE_WRITER
123   #define CYTHON_USE_UNICODE_WRITER 0
124   #undef CYTHON_USE_PYLONG_INTERNALS
125   #define CYTHON_USE_PYLONG_INTERNALS 0
126   #ifndef CYTHON_AVOID_BORROWED_REFS
127     #define CYTHON_AVOID_BORROWED_REFS 0
128   #endif
129   #ifndef CYTHON_ASSUME_SAFE_MACROS
130     #define CYTHON_ASSUME_SAFE_MACROS 1
131   #endif
132   #ifndef CYTHON_UNPACK_METHODS
133     #define CYTHON_UNPACK_METHODS 1
134   #endif
135   #undef CYTHON_FAST_THREAD_STATE
136   #define CYTHON_FAST_THREAD_STATE 0
137   #undef CYTHON_FAST_PYCALL
138   #define CYTHON_FAST_PYCALL 0
139   #undef CYTHON_PEP489_MULTI_PHASE_INIT
140   #define CYTHON_PEP489_MULTI_PHASE_INIT 0
141   #undef CYTHON_USE_TP_FINALIZE
142   #define CYTHON_USE_TP_FINALIZE 0
143   #undef CYTHON_USE_DICT_VERSIONS
144   #define CYTHON_USE_DICT_VERSIONS 0
145   #undef CYTHON_USE_EXC_INFO_STACK
146   #define CYTHON_USE_EXC_INFO_STACK 0
147 #else
148   #define CYTHON_COMPILING_IN_PYPY 0
149   #define CYTHON_COMPILING_IN_PYSTON 0
150   #define CYTHON_COMPILING_IN_CPYTHON 1
151   #ifndef CYTHON_USE_TYPE_SLOTS
152     #define CYTHON_USE_TYPE_SLOTS 1
153   #endif
154   #if PY_VERSION_HEX < 0x02070000
155     #undef CYTHON_USE_PYTYPE_LOOKUP
156     #define CYTHON_USE_PYTYPE_LOOKUP 0
157   #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
158     #define CYTHON_USE_PYTYPE_LOOKUP 1
159   #endif
160   #if PY_MAJOR_VERSION < 3
161     #undef CYTHON_USE_ASYNC_SLOTS
162     #define CYTHON_USE_ASYNC_SLOTS 0
163   #elif !defined(CYTHON_USE_ASYNC_SLOTS)
164     #define CYTHON_USE_ASYNC_SLOTS 1
165   #endif
166   #if PY_VERSION_HEX < 0x02070000
167     #undef CYTHON_USE_PYLONG_INTERNALS
168     #define CYTHON_USE_PYLONG_INTERNALS 0
169   #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
170     #define CYTHON_USE_PYLONG_INTERNALS 1
171   #endif
172   #ifndef CYTHON_USE_PYLIST_INTERNALS
173     #define CYTHON_USE_PYLIST_INTERNALS 1
174   #endif
175   #ifndef CYTHON_USE_UNICODE_INTERNALS
176     #define CYTHON_USE_UNICODE_INTERNALS 1
177   #endif
178   #if PY_VERSION_HEX < 0x030300F0
179     #undef CYTHON_USE_UNICODE_WRITER
180     #define CYTHON_USE_UNICODE_WRITER 0
181   #elif !defined(CYTHON_USE_UNICODE_WRITER)
182     #define CYTHON_USE_UNICODE_WRITER 1
183   #endif
184   #ifndef CYTHON_AVOID_BORROWED_REFS
185     #define CYTHON_AVOID_BORROWED_REFS 0
186   #endif
187   #ifndef CYTHON_ASSUME_SAFE_MACROS
188     #define CYTHON_ASSUME_SAFE_MACROS 1
189   #endif
190   #ifndef CYTHON_UNPACK_METHODS
191     #define CYTHON_UNPACK_METHODS 1
192   #endif
193   #ifndef CYTHON_FAST_THREAD_STATE
194     #define CYTHON_FAST_THREAD_STATE 1
195   #endif
196   #ifndef CYTHON_FAST_PYCALL
197     #define CYTHON_FAST_PYCALL 1
198   #endif
199   #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
200     #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
201   #endif
202   #ifndef CYTHON_USE_TP_FINALIZE
203     #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
204   #endif
205   #ifndef CYTHON_USE_DICT_VERSIONS
206     #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
207   #endif
208   #ifndef CYTHON_USE_EXC_INFO_STACK
209     #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
210   #endif
211 #endif
212 #if !defined(CYTHON_FAST_PYCCALL)
213 #define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
214 #endif
215 #if CYTHON_USE_PYLONG_INTERNALS
216   #include "longintrepr.h"
217   #undef SHIFT
218   #undef BASE
219   #undef MASK
220   #ifdef SIZEOF_VOID_P
221     enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
222   #endif
223 #endif
224 #ifndef __has_attribute
225   #define __has_attribute(x) 0
226 #endif
227 #ifndef __has_cpp_attribute
228   #define __has_cpp_attribute(x) 0
229 #endif
230 #ifndef CYTHON_RESTRICT
231   #if defined(__GNUC__)
232     #define CYTHON_RESTRICT __restrict__
233   #elif defined(_MSC_VER) && _MSC_VER >= 1400
234     #define CYTHON_RESTRICT __restrict
235   #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
236     #define CYTHON_RESTRICT restrict
237   #else
238     #define CYTHON_RESTRICT
239   #endif
240 #endif
241 #ifndef CYTHON_UNUSED
242 # if defined(__GNUC__)
243 #   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
244 #     define CYTHON_UNUSED __attribute__ ((__unused__))
245 #   else
246 #     define CYTHON_UNUSED
247 #   endif
248 # elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
249 #   define CYTHON_UNUSED __attribute__ ((__unused__))
250 # else
251 #   define CYTHON_UNUSED
252 # endif
253 #endif
254 #ifndef CYTHON_MAYBE_UNUSED_VAR
255 #  if defined(__cplusplus)
CYTHON_MAYBE_UNUSED_VAR(const T &)256      template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
257 #  else
258 #    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
259 #  endif
260 #endif
261 #ifndef CYTHON_NCP_UNUSED
262 # if CYTHON_COMPILING_IN_CPYTHON
263 #  define CYTHON_NCP_UNUSED
264 # else
265 #  define CYTHON_NCP_UNUSED CYTHON_UNUSED
266 # endif
267 #endif
268 #define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
269 #ifdef _MSC_VER
270     #ifndef _MSC_STDINT_H_
271         #if _MSC_VER < 1300
272            typedef unsigned char     uint8_t;
273            typedef unsigned int      uint32_t;
274         #else
275            typedef unsigned __int8   uint8_t;
276            typedef unsigned __int32  uint32_t;
277         #endif
278     #endif
279 #else
280    #include <stdint.h>
281 #endif
282 #ifndef CYTHON_FALLTHROUGH
283   #if defined(__cplusplus) && __cplusplus >= 201103L
284     #if __has_cpp_attribute(fallthrough)
285       #define CYTHON_FALLTHROUGH [[fallthrough]]
286     #elif __has_cpp_attribute(clang::fallthrough)
287       #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
288     #elif __has_cpp_attribute(gnu::fallthrough)
289       #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
290     #endif
291   #endif
292   #ifndef CYTHON_FALLTHROUGH
293     #if __has_attribute(fallthrough)
294       #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
295     #else
296       #define CYTHON_FALLTHROUGH
297     #endif
298   #endif
299   #if defined(__clang__ ) && defined(__apple_build_version__)
300     #if __apple_build_version__ < 7000000
301       #undef  CYTHON_FALLTHROUGH
302       #define CYTHON_FALLTHROUGH
303     #endif
304   #endif
305 #endif
306 
307 #ifndef CYTHON_INLINE
308   #if defined(__clang__)
309     #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
310   #elif defined(__GNUC__)
311     #define CYTHON_INLINE __inline__
312   #elif defined(_MSC_VER)
313     #define CYTHON_INLINE __inline
314   #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
315     #define CYTHON_INLINE inline
316   #else
317     #define CYTHON_INLINE
318   #endif
319 #endif
320 
321 #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
322   #define Py_OptimizeFlag 0
323 #endif
324 #define __PYX_BUILD_PY_SSIZE_T "n"
325 #define CYTHON_FORMAT_SSIZE_T "z"
326 #if PY_MAJOR_VERSION < 3
327   #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
328   #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
329           PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
330   #define __Pyx_DefaultClassType PyClass_Type
331 #else
332   #define __Pyx_BUILTIN_MODULE_NAME "builtins"
333 #if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2
334   #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
335           PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
336 #else
337   #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
338           PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
339 #endif
340   #define __Pyx_DefaultClassType PyType_Type
341 #endif
342 #ifndef Py_TPFLAGS_CHECKTYPES
343   #define Py_TPFLAGS_CHECKTYPES 0
344 #endif
345 #ifndef Py_TPFLAGS_HAVE_INDEX
346   #define Py_TPFLAGS_HAVE_INDEX 0
347 #endif
348 #ifndef Py_TPFLAGS_HAVE_NEWBUFFER
349   #define Py_TPFLAGS_HAVE_NEWBUFFER 0
350 #endif
351 #ifndef Py_TPFLAGS_HAVE_FINALIZE
352   #define Py_TPFLAGS_HAVE_FINALIZE 0
353 #endif
354 #ifndef METH_STACKLESS
355   #define METH_STACKLESS 0
356 #endif
357 #if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
358   #ifndef METH_FASTCALL
359      #define METH_FASTCALL 0x80
360   #endif
361   typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
362   typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
363                                                           Py_ssize_t nargs, PyObject *kwnames);
364 #else
365   #define __Pyx_PyCFunctionFast _PyCFunctionFast
366   #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
367 #endif
368 #if CYTHON_FAST_PYCCALL
369 #define __Pyx_PyFastCFunction_Check(func)\
370     ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)))))
371 #else
372 #define __Pyx_PyFastCFunction_Check(func) 0
373 #endif
374 #if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
375   #define PyObject_Malloc(s)   PyMem_Malloc(s)
376   #define PyObject_Free(p)     PyMem_Free(p)
377   #define PyObject_Realloc(p)  PyMem_Realloc(p)
378 #endif
379 #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1
380   #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
381   #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
382   #define PyMem_RawFree(p)             PyMem_Free(p)
383 #endif
384 #if CYTHON_COMPILING_IN_PYSTON
385   #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
386   #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
387 #else
388   #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
389   #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
390 #endif
391 #if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
392   #define __Pyx_PyThreadState_Current PyThreadState_GET()
393 #elif PY_VERSION_HEX >= 0x03060000
394   #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
395 #elif PY_VERSION_HEX >= 0x03000000
396   #define __Pyx_PyThreadState_Current PyThreadState_GET()
397 #else
398   #define __Pyx_PyThreadState_Current _PyThreadState_Current
399 #endif
400 #if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
401 #include "pythread.h"
402 #define Py_tss_NEEDS_INIT 0
403 typedef int Py_tss_t;
PyThread_tss_create(Py_tss_t * key)404 static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
405   *key = PyThread_create_key();
406   return 0;
407 }
PyThread_tss_alloc(void)408 static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
409   Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
410   *key = Py_tss_NEEDS_INIT;
411   return key;
412 }
PyThread_tss_free(Py_tss_t * key)413 static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
414   PyObject_Free(key);
415 }
PyThread_tss_is_created(Py_tss_t * key)416 static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
417   return *key != Py_tss_NEEDS_INIT;
418 }
PyThread_tss_delete(Py_tss_t * key)419 static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
420   PyThread_delete_key(*key);
421   *key = Py_tss_NEEDS_INIT;
422 }
PyThread_tss_set(Py_tss_t * key,void * value)423 static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
424   return PyThread_set_key_value(*key, value);
425 }
PyThread_tss_get(Py_tss_t * key)426 static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
427   return PyThread_get_key_value(*key);
428 }
429 #endif
430 #if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
431 #define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
432 #else
433 #define __Pyx_PyDict_NewPresized(n)  PyDict_New()
434 #endif
435 #if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
436   #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
437   #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
438 #else
439   #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
440   #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
441 #endif
442 #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
443 #define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
444 #else
445 #define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
446 #endif
447 #if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
448   #define CYTHON_PEP393_ENABLED 1
449   #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
450                                               0 : _PyUnicode_Ready((PyObject *)(op)))
451   #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
452   #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
453   #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
454   #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
455   #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
456   #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
457   #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
458   #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
459   #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
460   #else
461   #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
462   #endif
463 #else
464   #define CYTHON_PEP393_ENABLED 0
465   #define PyUnicode_1BYTE_KIND  1
466   #define PyUnicode_2BYTE_KIND  2
467   #define PyUnicode_4BYTE_KIND  4
468   #define __Pyx_PyUnicode_READY(op)       (0)
469   #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
470   #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
471   #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
472   #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
473   #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
474   #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
475   #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
476   #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
477 #endif
478 #if CYTHON_COMPILING_IN_PYPY
479   #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
480   #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
481 #else
482   #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
483   #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
484       PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
485 #endif
486 #if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
487   #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
488 #endif
489 #if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
490   #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
491 #endif
492 #if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
493   #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
494 #endif
495 #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))
496 #define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
497 #if PY_MAJOR_VERSION >= 3
498   #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
499 #else
500   #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
501 #endif
502 #if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
503   #define PyObject_ASCII(o)            PyObject_Repr(o)
504 #endif
505 #if PY_MAJOR_VERSION >= 3
506   #define PyBaseString_Type            PyUnicode_Type
507   #define PyStringObject               PyUnicodeObject
508   #define PyString_Type                PyUnicode_Type
509   #define PyString_Check               PyUnicode_Check
510   #define PyString_CheckExact          PyUnicode_CheckExact
511 #ifndef PyObject_Unicode
512   #define PyObject_Unicode             PyObject_Str
513 #endif
514 #endif
515 #if PY_MAJOR_VERSION >= 3
516   #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
517   #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
518 #else
519   #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
520   #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
521 #endif
522 #ifndef PySet_CheckExact
523   #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
524 #endif
525 #if PY_VERSION_HEX >= 0x030900A4
526   #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
527   #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
528 #else
529   #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
530   #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
531 #endif
532 #if CYTHON_ASSUME_SAFE_MACROS
533   #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
534 #else
535   #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
536 #endif
537 #if PY_MAJOR_VERSION >= 3
538   #define PyIntObject                  PyLongObject
539   #define PyInt_Type                   PyLong_Type
540   #define PyInt_Check(op)              PyLong_Check(op)
541   #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
542   #define PyInt_FromString             PyLong_FromString
543   #define PyInt_FromUnicode            PyLong_FromUnicode
544   #define PyInt_FromLong               PyLong_FromLong
545   #define PyInt_FromSize_t             PyLong_FromSize_t
546   #define PyInt_FromSsize_t            PyLong_FromSsize_t
547   #define PyInt_AsLong                 PyLong_AsLong
548   #define PyInt_AS_LONG                PyLong_AS_LONG
549   #define PyInt_AsSsize_t              PyLong_AsSsize_t
550   #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
551   #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
552   #define PyNumber_Int                 PyNumber_Long
553 #endif
554 #if PY_MAJOR_VERSION >= 3
555   #define PyBoolObject                 PyLongObject
556 #endif
557 #if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
558   #ifndef PyUnicode_InternFromString
559     #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
560   #endif
561 #endif
562 #if PY_VERSION_HEX < 0x030200A4
563   typedef long Py_hash_t;
564   #define __Pyx_PyInt_FromHash_t PyInt_FromLong
565   #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
566 #else
567   #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
568   #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
569 #endif
570 #if PY_MAJOR_VERSION >= 3
571   #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
572 #else
573   #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
574 #endif
575 #if CYTHON_USE_ASYNC_SLOTS
576   #if PY_VERSION_HEX >= 0x030500B1
577     #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
578     #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
579   #else
580     #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
581   #endif
582 #else
583   #define __Pyx_PyType_AsAsync(obj) NULL
584 #endif
585 #ifndef __Pyx_PyAsyncMethodsStruct
586     typedef struct {
587         unaryfunc am_await;
588         unaryfunc am_aiter;
589         unaryfunc am_anext;
590     } __Pyx_PyAsyncMethodsStruct;
591 #endif
592 
593 #if defined(WIN32) || defined(MS_WINDOWS)
594   #define _USE_MATH_DEFINES
595 #endif
596 #include <math.h>
597 #ifdef NAN
598 #define __PYX_NAN() ((float) NAN)
599 #else
__PYX_NAN()600 static CYTHON_INLINE float __PYX_NAN() {
601   float value;
602   memset(&value, 0xFF, sizeof(value));
603   return value;
604 }
605 #endif
606 #if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
607 #define __Pyx_truncl trunc
608 #else
609 #define __Pyx_truncl truncl
610 #endif
611 
612 #define __PYX_MARK_ERR_POS(f_index, lineno) \
613     { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
614 #define __PYX_ERR(f_index, lineno, Ln_error) \
615     { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
616 
617 #ifndef __PYX_EXTERN_C
618   #ifdef __cplusplus
619     #define __PYX_EXTERN_C extern "C"
620   #else
621     #define __PYX_EXTERN_C extern
622   #endif
623 #endif
624 
625 #define __PYX_HAVE__gensim__models__fasttext_inner
626 #define __PYX_HAVE_API__gensim__models__fasttext_inner
627 /* Early includes */
628 #include <string.h>
629 #include <stdio.h>
630 #include "numpy/arrayobject.h"
631 #include "numpy/ufuncobject.h"
632 
633     /* NumPy API declarations from "numpy/__init__.pxd" */
634 
635 #include "voidptr.h"
636 #include <math.h>
637 #ifdef _OPENMP
638 #include <omp.h>
639 #endif /* _OPENMP */
640 
641 #if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
642 #define CYTHON_WITHOUT_ASSERTIONS
643 #endif
644 
645 typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
646                 const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
647 
648 #define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
649 #define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
650 #define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
651 #define __PYX_DEFAULT_STRING_ENCODING ""
652 #define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
653 #define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
654 #define __Pyx_uchar_cast(c) ((unsigned char)c)
655 #define __Pyx_long_cast(x) ((long)x)
656 #define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
657     (sizeof(type) < sizeof(Py_ssize_t))  ||\
658     (sizeof(type) > sizeof(Py_ssize_t) &&\
659           likely(v < (type)PY_SSIZE_T_MAX ||\
660                  v == (type)PY_SSIZE_T_MAX)  &&\
661           (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
662                                 v == (type)PY_SSIZE_T_MIN)))  ||\
663     (sizeof(type) == sizeof(Py_ssize_t) &&\
664           (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
665                                v == (type)PY_SSIZE_T_MAX)))  )
__Pyx_is_valid_index(Py_ssize_t i,Py_ssize_t limit)666 static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
667     return (size_t) i < (size_t) limit;
668 }
669 #if defined (__cplusplus) && __cplusplus >= 201103L
670     #include <cstdlib>
671     #define __Pyx_sst_abs(value) std::abs(value)
672 #elif SIZEOF_INT >= SIZEOF_SIZE_T
673     #define __Pyx_sst_abs(value) abs(value)
674 #elif SIZEOF_LONG >= SIZEOF_SIZE_T
675     #define __Pyx_sst_abs(value) labs(value)
676 #elif defined (_MSC_VER)
677     #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
678 #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
679     #define __Pyx_sst_abs(value) llabs(value)
680 #elif defined (__GNUC__)
681     #define __Pyx_sst_abs(value) __builtin_llabs(value)
682 #else
683     #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
684 #endif
685 static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
686 static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
687 #define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
688 #define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
689 #define __Pyx_PyBytes_FromString        PyBytes_FromString
690 #define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
691 static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
692 #if PY_MAJOR_VERSION < 3
693     #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
694     #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
695 #else
696     #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
697     #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
698 #endif
699 #define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
700 #define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
701 #define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
702 #define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
703 #define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
704 #define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
705 #define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
706 #define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
707 #define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
708 #define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
709 #define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
710 #define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
711 #define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
712 #define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
713 #define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
714 #define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
__Pyx_Py_UNICODE_strlen(const Py_UNICODE * u)715 static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
716     const Py_UNICODE *u_end = u;
717     while (*u_end++) ;
718     return (size_t)(u_end - u - 1);
719 }
720 #define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
721 #define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
722 #define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
723 #define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
724 #define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
725 static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
726 static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
727 static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
728 static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
729 #define __Pyx_PySequence_Tuple(obj)\
730     (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
731 static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
732 static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
733 #if CYTHON_ASSUME_SAFE_MACROS
734 #define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
735 #else
736 #define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
737 #endif
738 #define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
739 #if PY_MAJOR_VERSION >= 3
740 #define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
741 #else
742 #define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
743 #endif
744 #define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
745 #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
746 static int __Pyx_sys_getdefaultencoding_not_ascii;
__Pyx_init_sys_getdefaultencoding_params(void)747 static int __Pyx_init_sys_getdefaultencoding_params(void) {
748     PyObject* sys;
749     PyObject* default_encoding = NULL;
750     PyObject* ascii_chars_u = NULL;
751     PyObject* ascii_chars_b = NULL;
752     const char* default_encoding_c;
753     sys = PyImport_ImportModule("sys");
754     if (!sys) goto bad;
755     default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
756     Py_DECREF(sys);
757     if (!default_encoding) goto bad;
758     default_encoding_c = PyBytes_AsString(default_encoding);
759     if (!default_encoding_c) goto bad;
760     if (strcmp(default_encoding_c, "ascii") == 0) {
761         __Pyx_sys_getdefaultencoding_not_ascii = 0;
762     } else {
763         char ascii_chars[128];
764         int c;
765         for (c = 0; c < 128; c++) {
766             ascii_chars[c] = c;
767         }
768         __Pyx_sys_getdefaultencoding_not_ascii = 1;
769         ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
770         if (!ascii_chars_u) goto bad;
771         ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
772         if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
773             PyErr_Format(
774                 PyExc_ValueError,
775                 "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
776                 default_encoding_c);
777             goto bad;
778         }
779         Py_DECREF(ascii_chars_u);
780         Py_DECREF(ascii_chars_b);
781     }
782     Py_DECREF(default_encoding);
783     return 0;
784 bad:
785     Py_XDECREF(default_encoding);
786     Py_XDECREF(ascii_chars_u);
787     Py_XDECREF(ascii_chars_b);
788     return -1;
789 }
790 #endif
791 #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
792 #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
793 #else
794 #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
795 #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
796 static char* __PYX_DEFAULT_STRING_ENCODING;
__Pyx_init_sys_getdefaultencoding_params(void)797 static int __Pyx_init_sys_getdefaultencoding_params(void) {
798     PyObject* sys;
799     PyObject* default_encoding = NULL;
800     char* default_encoding_c;
801     sys = PyImport_ImportModule("sys");
802     if (!sys) goto bad;
803     default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
804     Py_DECREF(sys);
805     if (!default_encoding) goto bad;
806     default_encoding_c = PyBytes_AsString(default_encoding);
807     if (!default_encoding_c) goto bad;
808     __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
809     if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
810     strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
811     Py_DECREF(default_encoding);
812     return 0;
813 bad:
814     Py_XDECREF(default_encoding);
815     return -1;
816 }
817 #endif
818 #endif
819 
820 
821 /* Test for GCC > 2.95 */
822 #if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
823   #define likely(x)   __builtin_expect(!!(x), 1)
824   #define unlikely(x) __builtin_expect(!!(x), 0)
825 #else /* !__GNUC__ or GCC < 2.95 */
826   #define likely(x)   (x)
827   #define unlikely(x) (x)
828 #endif /* __GNUC__ */
__Pyx_pretend_to_initialize(void * ptr)829 static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
830 
831 static PyObject *__pyx_m = NULL;
832 static PyObject *__pyx_d;
833 static PyObject *__pyx_b;
834 static PyObject *__pyx_cython_runtime = NULL;
835 static PyObject *__pyx_empty_tuple;
836 static PyObject *__pyx_empty_bytes;
837 static PyObject *__pyx_empty_unicode;
838 static int __pyx_lineno;
839 static int __pyx_clineno = 0;
840 static const char * __pyx_cfilenm= __FILE__;
841 static const char *__pyx_filename;
842 
843 /* Header.proto */
844 #if !defined(CYTHON_CCOMPLEX)
845   #if defined(__cplusplus)
846     #define CYTHON_CCOMPLEX 1
847   #elif defined(_Complex_I)
848     #define CYTHON_CCOMPLEX 1
849   #else
850     #define CYTHON_CCOMPLEX 0
851   #endif
852 #endif
853 #if CYTHON_CCOMPLEX
854   #ifdef __cplusplus
855     #include <complex>
856   #else
857     #include <complex.h>
858   #endif
859 #endif
860 #if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
861   #undef _Complex_I
862   #define _Complex_I 1.0fj
863 #endif
864 
865 
866 static const char *__pyx_f[] = {
867   "gensim/models/fasttext_inner.pyx",
868   "__init__.pxd",
869   "type.pxd",
870 };
871 /* NoFastGil.proto */
872 #define __Pyx_PyGILState_Ensure PyGILState_Ensure
873 #define __Pyx_PyGILState_Release PyGILState_Release
874 #define __Pyx_FastGIL_Remember()
875 #define __Pyx_FastGIL_Forget()
876 #define __Pyx_FastGilFuncInit()
877 
878 /* ForceInitThreads.proto */
879 #ifndef __PYX_FORCE_INIT_THREADS
880   #define __PYX_FORCE_INIT_THREADS 0
881 #endif
882 
883 
884 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":689
885  * # in Cython to enable them only on the right systems.
886  *
887  * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
888  * ctypedef npy_int16      int16_t
889  * ctypedef npy_int32      int32_t
890  */
891 typedef npy_int8 __pyx_t_5numpy_int8_t;
892 
893 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":690
894  *
895  * ctypedef npy_int8       int8_t
896  * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
897  * ctypedef npy_int32      int32_t
898  * ctypedef npy_int64      int64_t
899  */
900 typedef npy_int16 __pyx_t_5numpy_int16_t;
901 
902 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":691
903  * ctypedef npy_int8       int8_t
904  * ctypedef npy_int16      int16_t
905  * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
906  * ctypedef npy_int64      int64_t
907  * #ctypedef npy_int96      int96_t
908  */
909 typedef npy_int32 __pyx_t_5numpy_int32_t;
910 
911 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":692
912  * ctypedef npy_int16      int16_t
913  * ctypedef npy_int32      int32_t
914  * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
915  * #ctypedef npy_int96      int96_t
916  * #ctypedef npy_int128     int128_t
917  */
918 typedef npy_int64 __pyx_t_5numpy_int64_t;
919 
920 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":696
921  * #ctypedef npy_int128     int128_t
922  *
923  * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
924  * ctypedef npy_uint16     uint16_t
925  * ctypedef npy_uint32     uint32_t
926  */
927 typedef npy_uint8 __pyx_t_5numpy_uint8_t;
928 
929 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":697
930  *
931  * ctypedef npy_uint8      uint8_t
932  * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
933  * ctypedef npy_uint32     uint32_t
934  * ctypedef npy_uint64     uint64_t
935  */
936 typedef npy_uint16 __pyx_t_5numpy_uint16_t;
937 
938 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":698
939  * ctypedef npy_uint8      uint8_t
940  * ctypedef npy_uint16     uint16_t
941  * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
942  * ctypedef npy_uint64     uint64_t
943  * #ctypedef npy_uint96     uint96_t
944  */
945 typedef npy_uint32 __pyx_t_5numpy_uint32_t;
946 
947 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":699
948  * ctypedef npy_uint16     uint16_t
949  * ctypedef npy_uint32     uint32_t
950  * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
951  * #ctypedef npy_uint96     uint96_t
952  * #ctypedef npy_uint128    uint128_t
953  */
954 typedef npy_uint64 __pyx_t_5numpy_uint64_t;
955 
956 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":703
957  * #ctypedef npy_uint128    uint128_t
958  *
959  * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
960  * ctypedef npy_float64    float64_t
961  * #ctypedef npy_float80    float80_t
962  */
963 typedef npy_float32 __pyx_t_5numpy_float32_t;
964 
965 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":704
966  *
967  * ctypedef npy_float32    float32_t
968  * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
969  * #ctypedef npy_float80    float80_t
970  * #ctypedef npy_float128   float128_t
971  */
972 typedef npy_float64 __pyx_t_5numpy_float64_t;
973 
974 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":713
975  * # The int types are mapped a bit surprising --
976  * # numpy.int corresponds to 'l' and numpy.long to 'q'
977  * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
978  * ctypedef npy_longlong   long_t
979  * ctypedef npy_longlong   longlong_t
980  */
981 typedef npy_long __pyx_t_5numpy_int_t;
982 
983 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":714
984  * # numpy.int corresponds to 'l' and numpy.long to 'q'
985  * ctypedef npy_long       int_t
986  * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
987  * ctypedef npy_longlong   longlong_t
988  *
989  */
990 typedef npy_longlong __pyx_t_5numpy_long_t;
991 
992 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":715
993  * ctypedef npy_long       int_t
994  * ctypedef npy_longlong   long_t
995  * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
996  *
997  * ctypedef npy_ulong      uint_t
998  */
999 typedef npy_longlong __pyx_t_5numpy_longlong_t;
1000 
1001 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":717
1002  * ctypedef npy_longlong   longlong_t
1003  *
1004  * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
1005  * ctypedef npy_ulonglong  ulong_t
1006  * ctypedef npy_ulonglong  ulonglong_t
1007  */
1008 typedef npy_ulong __pyx_t_5numpy_uint_t;
1009 
1010 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":718
1011  *
1012  * ctypedef npy_ulong      uint_t
1013  * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
1014  * ctypedef npy_ulonglong  ulonglong_t
1015  *
1016  */
1017 typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
1018 
1019 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":719
1020  * ctypedef npy_ulong      uint_t
1021  * ctypedef npy_ulonglong  ulong_t
1022  * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
1023  *
1024  * ctypedef npy_intp       intp_t
1025  */
1026 typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
1027 
1028 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":721
1029  * ctypedef npy_ulonglong  ulonglong_t
1030  *
1031  * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
1032  * ctypedef npy_uintp      uintp_t
1033  *
1034  */
1035 typedef npy_intp __pyx_t_5numpy_intp_t;
1036 
1037 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":722
1038  *
1039  * ctypedef npy_intp       intp_t
1040  * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
1041  *
1042  * ctypedef npy_double     float_t
1043  */
1044 typedef npy_uintp __pyx_t_5numpy_uintp_t;
1045 
1046 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":724
1047  * ctypedef npy_uintp      uintp_t
1048  *
1049  * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
1050  * ctypedef npy_double     double_t
1051  * ctypedef npy_longdouble longdouble_t
1052  */
1053 typedef npy_double __pyx_t_5numpy_float_t;
1054 
1055 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":725
1056  *
1057  * ctypedef npy_double     float_t
1058  * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
1059  * ctypedef npy_longdouble longdouble_t
1060  *
1061  */
1062 typedef npy_double __pyx_t_5numpy_double_t;
1063 
1064 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":726
1065  * ctypedef npy_double     float_t
1066  * ctypedef npy_double     double_t
1067  * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
1068  *
1069  * ctypedef npy_cfloat      cfloat_t
1070  */
1071 typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
1072 
1073 /* "word2vec_inner.pxd":19
1074  *     void* PyCObject_AsVoidPtr(object obj)
1075  *
1076  * ctypedef np.float32_t REAL_t             # <<<<<<<<<<<<<<
1077  *
1078  * # BLAS routine signatures
1079  */
1080 typedef __pyx_t_5numpy_float32_t __pyx_t_6gensim_6models_14word2vec_inner_REAL_t;
1081 /* Declarations.proto */
1082 #if CYTHON_CCOMPLEX
1083   #ifdef __cplusplus
1084     typedef ::std::complex< float > __pyx_t_float_complex;
1085   #else
1086     typedef float _Complex __pyx_t_float_complex;
1087   #endif
1088 #else
1089     typedef struct { float real, imag; } __pyx_t_float_complex;
1090 #endif
1091 static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);
1092 
1093 /* Declarations.proto */
1094 #if CYTHON_CCOMPLEX
1095   #ifdef __cplusplus
1096     typedef ::std::complex< double > __pyx_t_double_complex;
1097   #else
1098     typedef double _Complex __pyx_t_double_complex;
1099   #endif
1100 #else
1101     typedef struct { double real, imag; } __pyx_t_double_complex;
1102 #endif
1103 static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);
1104 
1105 
1106 /*--- Type declarations ---*/
1107 
1108 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":728
1109  * ctypedef npy_longdouble longdouble_t
1110  *
1111  * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
1112  * ctypedef npy_cdouble     cdouble_t
1113  * ctypedef npy_clongdouble clongdouble_t
1114  */
1115 typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
1116 
1117 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":729
1118  *
1119  * ctypedef npy_cfloat      cfloat_t
1120  * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
1121  * ctypedef npy_clongdouble clongdouble_t
1122  *
1123  */
1124 typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
1125 
1126 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":730
1127  * ctypedef npy_cfloat      cfloat_t
1128  * ctypedef npy_cdouble     cdouble_t
1129  * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
1130  *
1131  * ctypedef npy_cdouble     complex_t
1132  */
1133 typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;
1134 
1135 /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":732
1136  * ctypedef npy_clongdouble clongdouble_t
1137  *
1138  * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
1139  *
1140  * cdef inline object PyArray_MultiIterNew1(a):
1141  */
1142 typedef npy_cdouble __pyx_t_5numpy_complex_t;
1143 struct __pyx_t_6gensim_6models_14word2vec_inner_Word2VecConfig;
1144 struct __pyx_opt_args_6gensim_6models_14word2vec_inner_init_w2v_config;
1145 
1146 /* "word2vec_inner.pxd":22
1147  *
1148  * # BLAS routine signatures
1149  * ctypedef void (*scopy_ptr) (const int *N, const float *X, const int *incX, float *Y, const int *incY) nogil             # <<<<<<<<<<<<<<
1150  * ctypedef void (*saxpy_ptr) (const int *N, const float *alpha, const float *X, const int *incX, float *Y, const int *incY) nogil
1151  * ctypedef float (*sdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1152  */
1153 typedef void (*__pyx_t_6gensim_6models_14word2vec_inner_scopy_ptr)(int const *, float const *, int const *, float *, int const *);
1154 
1155 /* "word2vec_inner.pxd":23
1156  * # BLAS routine signatures
1157  * ctypedef void (*scopy_ptr) (const int *N, const float *X, const int *incX, float *Y, const int *incY) nogil
1158  * ctypedef void (*saxpy_ptr) (const int *N, const float *alpha, const float *X, const int *incX, float *Y, const int *incY) nogil             # <<<<<<<<<<<<<<
1159  * ctypedef float (*sdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1160  * ctypedef double (*dsdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1161  */
1162 typedef void (*__pyx_t_6gensim_6models_14word2vec_inner_saxpy_ptr)(int const *, float const *, float const *, int const *, float *, int const *);
1163 
1164 /* "word2vec_inner.pxd":24
1165  * ctypedef void (*scopy_ptr) (const int *N, const float *X, const int *incX, float *Y, const int *incY) nogil
1166  * ctypedef void (*saxpy_ptr) (const int *N, const float *alpha, const float *X, const int *incX, float *Y, const int *incY) nogil
1167  * ctypedef float (*sdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil             # <<<<<<<<<<<<<<
1168  * ctypedef double (*dsdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1169  * ctypedef double (*snrm2_ptr) (const int *N, const float *X, const int *incX) nogil
1170  */
1171 typedef float (*__pyx_t_6gensim_6models_14word2vec_inner_sdot_ptr)(int const *, float const *, int const *, float const *, int const *);
1172 
1173 /* "word2vec_inner.pxd":25
1174  * ctypedef void (*saxpy_ptr) (const int *N, const float *alpha, const float *X, const int *incX, float *Y, const int *incY) nogil
1175  * ctypedef float (*sdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1176  * ctypedef double (*dsdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil             # <<<<<<<<<<<<<<
1177  * ctypedef double (*snrm2_ptr) (const int *N, const float *X, const int *incX) nogil
1178  * ctypedef void (*sscal_ptr) (const int *N, const float *alpha, const float *X, const int *incX) nogil
1179  */
1180 typedef double (*__pyx_t_6gensim_6models_14word2vec_inner_dsdot_ptr)(int const *, float const *, int const *, float const *, int const *);
1181 
1182 /* "word2vec_inner.pxd":26
1183  * ctypedef float (*sdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1184  * ctypedef double (*dsdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1185  * ctypedef double (*snrm2_ptr) (const int *N, const float *X, const int *incX) nogil             # <<<<<<<<<<<<<<
1186  * ctypedef void (*sscal_ptr) (const int *N, const float *alpha, const float *X, const int *incX) nogil
1187  *
1188  */
1189 typedef double (*__pyx_t_6gensim_6models_14word2vec_inner_snrm2_ptr)(int const *, float const *, int const *);
1190 
1191 /* "word2vec_inner.pxd":27
1192  * ctypedef double (*dsdot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1193  * ctypedef double (*snrm2_ptr) (const int *N, const float *X, const int *incX) nogil
1194  * ctypedef void (*sscal_ptr) (const int *N, const float *alpha, const float *X, const int *incX) nogil             # <<<<<<<<<<<<<<
1195  *
1196  * cdef scopy_ptr scopy
1197  */
1198 typedef void (*__pyx_t_6gensim_6models_14word2vec_inner_sscal_ptr)(int const *, float const *, float const *, int const *);
1199 
1200 /* "word2vec_inner.pxd":44
1201  *
1202  * # function implementations swapped based on BLAS detected in word2vec_inner.pyx init()
1203  * ctypedef REAL_t (*our_dot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil             # <<<<<<<<<<<<<<
1204  * ctypedef void (*our_saxpy_ptr) (const int *N, const float *alpha, const float *X, const int *incX, float *Y, const int *incY) nogil
1205  *
1206  */
1207 typedef __pyx_t_6gensim_6models_14word2vec_inner_REAL_t (*__pyx_t_6gensim_6models_14word2vec_inner_our_dot_ptr)(int const *, float const *, int const *, float const *, int const *);
1208 
1209 /* "word2vec_inner.pxd":45
1210  * # function implementations swapped based on BLAS detected in word2vec_inner.pyx init()
1211  * ctypedef REAL_t (*our_dot_ptr) (const int *N, const float *X, const int *incX, const float *Y, const int *incY) nogil
1212  * ctypedef void (*our_saxpy_ptr) (const int *N, const float *alpha, const float *X, const int *incX, float *Y, const int *incY) nogil             # <<<<<<<<<<<<<<
1213  *
1214  * cdef our_dot_ptr our_dot
1215  */
1216 typedef void (*__pyx_t_6gensim_6models_14word2vec_inner_our_saxpy_ptr)(int const *, float const *, float const *, int const *, float *, int const *);
1217 
1218 /* "word2vec_inner.pxd":51
1219  *
1220  *
1221  * cdef struct Word2VecConfig:             # <<<<<<<<<<<<<<
1222  *     int hs, negative, sample, compute_loss, size, window, cbow_mean, workers
1223  *     REAL_t running_training_loss, alpha
1224  */
1225 struct __pyx_t_6gensim_6models_14word2vec_inner_Word2VecConfig {
1226   int hs;
1227   int negative;
1228   int sample;
1229   int compute_loss;
1230   int size;
1231   int window;
1232   int cbow_mean;
1233   int workers;
1234   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t running_training_loss;
1235   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t alpha;
1236   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn0;
1237   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *words_lockf;
1238   __pyx_t_5numpy_uint32_t words_lockf_len;
1239   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *work;
1240   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *neu1;
1241   int codelens[0x2710];
1242   __pyx_t_5numpy_uint32_t indexes[0x2710];
1243   __pyx_t_5numpy_uint32_t reduced_windows[0x2710];
1244   int sentence_idx[(0x2710 + 1)];
1245   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn1;
1246   __pyx_t_5numpy_uint32_t *points[0x2710];
1247   __pyx_t_5numpy_uint8_t *codes[0x2710];
1248   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn1neg;
1249   __pyx_t_5numpy_uint32_t *cum_table;
1250   unsigned PY_LONG_LONG cum_table_len;
1251   unsigned PY_LONG_LONG next_random;
1252 };
1253 
1254 /* "word2vec_inner.pxd":126
1255  *
1256  *
1257  * cdef init_w2v_config(Word2VecConfig *c, model, alpha, compute_loss, _work, _neu1=*)             # <<<<<<<<<<<<<<
1258  */
1259 struct __pyx_opt_args_6gensim_6models_14word2vec_inner_init_w2v_config {
1260   int __pyx_n;
1261   PyObject *_neu1;
1262 };
1263 struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig;
1264 
1265 /* "gensim/models/fasttext_inner.pxd":22
1266  *
1267  *
1268  * cdef struct FastTextConfig:             # <<<<<<<<<<<<<<
1269  *     #
1270  *     # Contains model parameters and indices required for training.
1271  */
1272 struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig {
1273   int sg;
1274   int hs;
1275   int negative;
1276   int sample;
1277   int size;
1278   int window;
1279   int cbow_mean;
1280   int workers;
1281   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t alpha;
1282   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn0_vocab;
1283   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn0_ngrams;
1284   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *vocab_lockf;
1285   __pyx_t_5numpy_uint32_t vocab_lockf_len;
1286   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *ngrams_lockf;
1287   __pyx_t_5numpy_uint32_t ngrams_lockf_len;
1288   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *work;
1289   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *neu1;
1290   __pyx_t_5numpy_uint32_t indexes[0x2710];
1291   __pyx_t_5numpy_uint32_t reduced_windows[0x2710];
1292   int sentence_idx[(0x2710 + 1)];
1293   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn1;
1294   __pyx_t_5numpy_uint32_t *points[0x2710];
1295   __pyx_t_5numpy_uint8_t *codes[0x2710];
1296   int codelens[0x2710];
1297   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t *syn1neg;
1298   __pyx_t_5numpy_uint32_t *cum_table;
1299   unsigned PY_LONG_LONG cum_table_len;
1300   unsigned PY_LONG_LONG next_random;
1301   int subwords_idx_len[0x2710];
1302   __pyx_t_5numpy_uint32_t *subwords_idx[0x2710];
1303 };
1304 
1305 /* --- Runtime support code (head) --- */
1306 /* Refnanny.proto */
1307 #ifndef CYTHON_REFNANNY
1308   #define CYTHON_REFNANNY 0
1309 #endif
1310 #if CYTHON_REFNANNY
1311   typedef struct {
1312     void (*INCREF)(void*, PyObject*, int);
1313     void (*DECREF)(void*, PyObject*, int);
1314     void (*GOTREF)(void*, PyObject*, int);
1315     void (*GIVEREF)(void*, PyObject*, int);
1316     void* (*SetupContext)(const char*, int, const char*);
1317     void (*FinishContext)(void**);
1318   } __Pyx_RefNannyAPIStruct;
1319   static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
1320   static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
1321   #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
1322 #ifdef WITH_THREAD
1323   #define __Pyx_RefNannySetupContext(name, acquire_gil)\
1324           if (acquire_gil) {\
1325               PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
1326               __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
1327               PyGILState_Release(__pyx_gilstate_save);\
1328           } else {\
1329               __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
1330           }
1331 #else
1332   #define __Pyx_RefNannySetupContext(name, acquire_gil)\
1333           __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
1334 #endif
1335   #define __Pyx_RefNannyFinishContext()\
1336           __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
1337   #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
1338   #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
1339   #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
1340   #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
1341   #define __Pyx_XINCREF(r)  do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
1342   #define __Pyx_XDECREF(r)  do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
1343   #define __Pyx_XGOTREF(r)  do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
1344   #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
1345 #else
1346   #define __Pyx_RefNannyDeclarations
1347   #define __Pyx_RefNannySetupContext(name, acquire_gil)
1348   #define __Pyx_RefNannyFinishContext()
1349   #define __Pyx_INCREF(r) Py_INCREF(r)
1350   #define __Pyx_DECREF(r) Py_DECREF(r)
1351   #define __Pyx_GOTREF(r)
1352   #define __Pyx_GIVEREF(r)
1353   #define __Pyx_XINCREF(r) Py_XINCREF(r)
1354   #define __Pyx_XDECREF(r) Py_XDECREF(r)
1355   #define __Pyx_XGOTREF(r)
1356   #define __Pyx_XGIVEREF(r)
1357 #endif
1358 #define __Pyx_XDECREF_SET(r, v) do {\
1359         PyObject *tmp = (PyObject *) r;\
1360         r = v; __Pyx_XDECREF(tmp);\
1361     } while (0)
1362 #define __Pyx_DECREF_SET(r, v) do {\
1363         PyObject *tmp = (PyObject *) r;\
1364         r = v; __Pyx_DECREF(tmp);\
1365     } while (0)
1366 #define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
1367 #define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
1368 
1369 /* PyObjectGetAttrStr.proto */
1370 #if CYTHON_USE_TYPE_SLOTS
1371 static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
1372 #else
1373 #define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
1374 #endif
1375 
1376 /* GetBuiltinName.proto */
1377 static PyObject *__Pyx_GetBuiltinName(PyObject *name);
1378 
1379 /* PyIntCompare.proto */
1380 static CYTHON_INLINE PyObject* __Pyx_PyInt_NeObjC(PyObject *op1, PyObject *op2, long intval, long inplace);
1381 
1382 /* ExtTypeTest.proto */
1383 static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);
1384 
1385 /* PyObjectCall.proto */
1386 #if CYTHON_COMPILING_IN_CPYTHON
1387 static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
1388 #else
1389 #define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
1390 #endif
1391 
1392 /* PyThreadStateGet.proto */
1393 #if CYTHON_FAST_THREAD_STATE
1394 #define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
1395 #define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
1396 #define __Pyx_PyErr_Occurred()  __pyx_tstate->curexc_type
1397 #else
1398 #define __Pyx_PyThreadState_declare
1399 #define __Pyx_PyThreadState_assign
1400 #define __Pyx_PyErr_Occurred()  PyErr_Occurred()
1401 #endif
1402 
1403 /* PyErrFetchRestore.proto */
1404 #if CYTHON_FAST_THREAD_STATE
1405 #define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
1406 #define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
1407 #define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
1408 #define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
1409 #define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
1410 static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
1411 static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
1412 #if CYTHON_COMPILING_IN_CPYTHON
1413 #define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
1414 #else
1415 #define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
1416 #endif
1417 #else
1418 #define __Pyx_PyErr_Clear() PyErr_Clear()
1419 #define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
1420 #define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
1421 #define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
1422 #define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
1423 #define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
1424 #define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
1425 #define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
1426 #endif
1427 
1428 /* WriteUnraisableException.proto */
1429 static void __Pyx_WriteUnraisable(const char *name, int clineno,
1430                                   int lineno, const char *filename,
1431                                   int full_traceback, int nogil);
1432 
1433 /* DictGetItem.proto */
1434 #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
1435 static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
1436 #define __Pyx_PyObject_Dict_GetItem(obj, name)\
1437     (likely(PyDict_CheckExact(obj)) ?\
1438      __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
1439 #else
1440 #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
1441 #define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
1442 #endif
1443 
1444 /* PyFunctionFastCall.proto */
1445 #if CYTHON_FAST_PYCALL
1446 #define __Pyx_PyFunction_FastCall(func, args, nargs)\
1447     __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
1448 #if 1 || PY_VERSION_HEX < 0x030600B1
1449 static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs);
1450 #else
1451 #define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
1452 #endif
1453 #define __Pyx_BUILD_ASSERT_EXPR(cond)\
1454     (sizeof(char [1 - 2*!(cond)]) - 1)
1455 #ifndef Py_MEMBER_SIZE
1456 #define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
1457 #endif
1458   static size_t __pyx_pyframe_localsplus_offset = 0;
1459   #include "frameobject.h"
1460   #define __Pxy_PyFrame_Initialize_Offsets()\
1461     ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
1462      (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
1463   #define __Pyx_PyFrame_GetLocalsplus(frame)\
1464     (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
1465 #endif
1466 
1467 /* PyCFunctionFastCall.proto */
1468 #if CYTHON_FAST_PYCCALL
1469 static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
1470 #else
1471 #define __Pyx_PyCFunction_FastCall(func, args, nargs)  (assert(0), NULL)
1472 #endif
1473 
1474 /* GetItemInt.proto */
1475 #define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
1476     (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
1477     __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
1478     (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
1479                __Pyx_GetItemInt_Generic(o, to_py_func(i))))
1480 #define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
1481     (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
1482     __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
1483     (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
1484 static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
1485                                                               int wraparound, int boundscheck);
1486 #define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
1487     (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
1488     __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
1489     (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
1490 static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
1491                                                               int wraparound, int boundscheck);
1492 static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
1493 static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
1494                                                      int is_list, int wraparound, int boundscheck);
1495 
1496 /* ObjectGetItem.proto */
1497 #if CYTHON_USE_TYPE_SLOTS
1498 static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key);
1499 #else
1500 #define __Pyx_PyObject_GetItem(obj, key)  PyObject_GetItem(obj, key)
1501 #endif
1502 
1503 /* None.proto */
1504 static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);
1505 
1506 /* RaiseArgTupleInvalid.proto */
1507 static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
1508     Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
1509 
1510 /* RaiseDoubleKeywords.proto */
1511 static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
1512 
1513 /* ParseKeywords.proto */
1514 static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
1515     PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
1516     const char* function_name);
1517 
1518 /* RaiseTooManyValuesToUnpack.proto */
1519 static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
1520 
1521 /* RaiseNeedMoreValuesToUnpack.proto */
1522 static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
1523 
1524 /* IterFinish.proto */
1525 static CYTHON_INLINE int __Pyx_IterFinish(void);
1526 
1527 /* UnpackItemEndCheck.proto */
1528 static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);
1529 
1530 /* PyIntBinop.proto */
1531 #if !CYTHON_COMPILING_IN_PYPY
1532 static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
1533 #else
1534 #define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
1535     (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
1536 #endif
1537 
1538 /* ArgTypeTest.proto */
1539 #define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
1540     ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\
1541         __Pyx__ArgTypeTest(obj, type, name, exact))
1542 static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);
1543 
1544 /* PyObjectFormatSimple.proto */
1545 #if CYTHON_COMPILING_IN_PYPY
1546     #define __Pyx_PyObject_FormatSimple(s, f) (\
1547         likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
1548         PyObject_Format(s, f))
1549 #elif PY_MAJOR_VERSION < 3
1550     #define __Pyx_PyObject_FormatSimple(s, f) (\
1551         likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
1552         likely(PyString_CheckExact(s)) ? PyUnicode_FromEncodedObject(s, NULL, "strict") :\
1553         PyObject_Format(s, f))
1554 #elif CYTHON_USE_TYPE_SLOTS
1555     #define __Pyx_PyObject_FormatSimple(s, f) (\
1556         likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
1557         likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_str(s) :\
1558         likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_str(s) :\
1559         PyObject_Format(s, f))
1560 #else
1561     #define __Pyx_PyObject_FormatSimple(s, f) (\
1562         likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
1563         PyObject_Format(s, f))
1564 #endif
1565 
1566 /* IncludeStringH.proto */
1567 #include <string.h>
1568 
1569 /* JoinPyUnicode.proto */
1570 static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
1571                                       Py_UCS4 max_char);
1572 
1573 /* ListAppend.proto */
1574 #if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
__Pyx_PyList_Append(PyObject * list,PyObject * x)1575 static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
1576     PyListObject* L = (PyListObject*) list;
1577     Py_ssize_t len = Py_SIZE(list);
1578     if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
1579         Py_INCREF(x);
1580         PyList_SET_ITEM(list, len, x);
1581         __Pyx_SET_SIZE(list, len + 1);
1582         return 0;
1583     }
1584     return PyList_Append(list, x);
1585 }
1586 #else
1587 #define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
1588 #endif
1589 
1590 /* PyUnicode_Substring.proto */
1591 static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Substring(
1592             PyObject* text, Py_ssize_t start, Py_ssize_t stop);
1593 
1594 /* PyObjectCall2Args.proto */
1595 static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);
1596 
1597 /* PyObjectCallMethO.proto */
1598 #if CYTHON_COMPILING_IN_CPYTHON
1599 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
1600 #endif
1601 
1602 /* PyObjectCallOneArg.proto */
1603 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
1604 
1605 /* GetTopmostException.proto */
1606 #if CYTHON_USE_EXC_INFO_STACK
1607 static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
1608 #endif
1609 
1610 /* SaveResetException.proto */
1611 #if CYTHON_FAST_THREAD_STATE
1612 #define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
1613 static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
1614 #define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
1615 static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
1616 #else
1617 #define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
1618 #define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
1619 #endif
1620 
1621 /* PyErrExceptionMatches.proto */
1622 #if CYTHON_FAST_THREAD_STATE
1623 #define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
1624 static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
1625 #else
1626 #define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
1627 #endif
1628 
1629 /* GetException.proto */
1630 #if CYTHON_FAST_THREAD_STATE
1631 #define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
1632 static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
1633 #else
1634 static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
1635 #endif
1636 
1637 /* RaiseException.proto */
1638 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
1639 
1640 /* TypeImport.proto */
1641 #ifndef __PYX_HAVE_RT_ImportType_proto
1642 #define __PYX_HAVE_RT_ImportType_proto
1643 enum __Pyx_ImportType_CheckSize {
1644    __Pyx_ImportType_CheckSize_Error = 0,
1645    __Pyx_ImportType_CheckSize_Warn = 1,
1646    __Pyx_ImportType_CheckSize_Ignore = 2
1647 };
1648 static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size);
1649 #endif
1650 
1651 /* Import.proto */
1652 static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
1653 
1654 /* PyDictVersioning.proto */
1655 #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
1656 #define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
1657 #define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
1658 #define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
1659     (version_var) = __PYX_GET_DICT_VERSION(dict);\
1660     (cache_var) = (value);
1661 #define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
1662     static PY_UINT64_T __pyx_dict_version = 0;\
1663     static PyObject *__pyx_dict_cached_value = NULL;\
1664     if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
1665         (VAR) = __pyx_dict_cached_value;\
1666     } else {\
1667         (VAR) = __pyx_dict_cached_value = (LOOKUP);\
1668         __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
1669     }\
1670 }
1671 static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
1672 static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
1673 static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
1674 #else
1675 #define __PYX_GET_DICT_VERSION(dict)  (0)
1676 #define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
1677 #define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
1678 #endif
1679 
1680 /* GetModuleGlobalName.proto */
1681 #if CYTHON_USE_DICT_VERSIONS
1682 #define __Pyx_GetModuleGlobalName(var, name)  {\
1683     static PY_UINT64_T __pyx_dict_version = 0;\
1684     static PyObject *__pyx_dict_cached_value = NULL;\
1685     (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
1686         (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
1687         __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
1688 }
1689 #define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
1690     PY_UINT64_T __pyx_dict_version;\
1691     PyObject *__pyx_dict_cached_value;\
1692     (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
1693 }
1694 static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
1695 #else
1696 #define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
1697 #define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
1698 static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
1699 #endif
1700 
1701 /* PyObjectCallNoArg.proto */
1702 #if CYTHON_COMPILING_IN_CPYTHON
1703 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
1704 #else
1705 #define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
1706 #endif
1707 
1708 /* CLineInTraceback.proto */
1709 #ifdef CYTHON_CLINE_IN_TRACEBACK
1710 #define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
1711 #else
1712 static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
1713 #endif
1714 
1715 /* CodeObjectCache.proto */
1716 typedef struct {
1717     PyCodeObject* code_object;
1718     int code_line;
1719 } __Pyx_CodeObjectCacheEntry;
1720 struct __Pyx_CodeObjectCache {
1721     int count;
1722     int max_count;
1723     __Pyx_CodeObjectCacheEntry* entries;
1724 };
1725 static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
1726 static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
1727 static PyCodeObject *__pyx_find_code_object(int code_line);
1728 static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
1729 
1730 /* AddTraceback.proto */
1731 static void __Pyx_AddTraceback(const char *funcname, int c_line,
1732                                int py_line, const char *filename);
1733 
1734 /* CIntToPy.proto */
1735 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_uint32(npy_uint32 value);
1736 
1737 /* CIntToPy.proto */
1738 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
1739 
1740 /* CIntToPy.proto */
1741 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
1742 
1743 /* CIntToPy.proto */
1744 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value);
1745 
1746 /* RealImag.proto */
1747 #if CYTHON_CCOMPLEX
1748   #ifdef __cplusplus
1749     #define __Pyx_CREAL(z) ((z).real())
1750     #define __Pyx_CIMAG(z) ((z).imag())
1751   #else
1752     #define __Pyx_CREAL(z) (__real__(z))
1753     #define __Pyx_CIMAG(z) (__imag__(z))
1754   #endif
1755 #else
1756     #define __Pyx_CREAL(z) ((z).real)
1757     #define __Pyx_CIMAG(z) ((z).imag)
1758 #endif
1759 #if defined(__cplusplus) && CYTHON_CCOMPLEX\
1760         && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
1761     #define __Pyx_SET_CREAL(z,x) ((z).real(x))
1762     #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
1763 #else
1764     #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
1765     #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
1766 #endif
1767 
1768 /* Arithmetic.proto */
1769 #if CYTHON_CCOMPLEX
1770     #define __Pyx_c_eq_float(a, b)   ((a)==(b))
1771     #define __Pyx_c_sum_float(a, b)  ((a)+(b))
1772     #define __Pyx_c_diff_float(a, b) ((a)-(b))
1773     #define __Pyx_c_prod_float(a, b) ((a)*(b))
1774     #define __Pyx_c_quot_float(a, b) ((a)/(b))
1775     #define __Pyx_c_neg_float(a)     (-(a))
1776   #ifdef __cplusplus
1777     #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
1778     #define __Pyx_c_conj_float(z)    (::std::conj(z))
1779     #if 1
1780         #define __Pyx_c_abs_float(z)     (::std::abs(z))
1781         #define __Pyx_c_pow_float(a, b)  (::std::pow(a, b))
1782     #endif
1783   #else
1784     #define __Pyx_c_is_zero_float(z) ((z)==0)
1785     #define __Pyx_c_conj_float(z)    (conjf(z))
1786     #if 1
1787         #define __Pyx_c_abs_float(z)     (cabsf(z))
1788         #define __Pyx_c_pow_float(a, b)  (cpowf(a, b))
1789     #endif
1790  #endif
1791 #else
1792     static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
1793     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
1794     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
1795     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
1796     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
1797     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
1798     static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
1799     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
1800     #if 1
1801         static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
1802         static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
1803     #endif
1804 #endif
1805 
1806 /* Arithmetic.proto */
1807 #if CYTHON_CCOMPLEX
1808     #define __Pyx_c_eq_double(a, b)   ((a)==(b))
1809     #define __Pyx_c_sum_double(a, b)  ((a)+(b))
1810     #define __Pyx_c_diff_double(a, b) ((a)-(b))
1811     #define __Pyx_c_prod_double(a, b) ((a)*(b))
1812     #define __Pyx_c_quot_double(a, b) ((a)/(b))
1813     #define __Pyx_c_neg_double(a)     (-(a))
1814   #ifdef __cplusplus
1815     #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
1816     #define __Pyx_c_conj_double(z)    (::std::conj(z))
1817     #if 1
1818         #define __Pyx_c_abs_double(z)     (::std::abs(z))
1819         #define __Pyx_c_pow_double(a, b)  (::std::pow(a, b))
1820     #endif
1821   #else
1822     #define __Pyx_c_is_zero_double(z) ((z)==0)
1823     #define __Pyx_c_conj_double(z)    (conj(z))
1824     #if 1
1825         #define __Pyx_c_abs_double(z)     (cabs(z))
1826         #define __Pyx_c_pow_double(a, b)  (cpow(a, b))
1827     #endif
1828  #endif
1829 #else
1830     static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
1831     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
1832     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
1833     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
1834     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
1835     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
1836     static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
1837     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
1838     #if 1
1839         static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
1840         static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
1841     #endif
1842 #endif
1843 
1844 /* CIntFromPy.proto */
1845 static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *);
1846 
1847 /* CIntFromPy.proto */
1848 static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
1849 
1850 /* CIntFromPy.proto */
1851 static CYTHON_INLINE npy_uint32 __Pyx_PyInt_As_npy_uint32(PyObject *);
1852 
1853 /* CIntFromPy.proto */
1854 static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_As_PY_LONG_LONG(PyObject *);
1855 
1856 /* CIntFromPy.proto */
1857 static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_As_unsigned_PY_LONG_LONG(PyObject *);
1858 
1859 /* CIntFromPy.proto */
1860 static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *);
1861 
1862 /* CIntFromPy.proto */
1863 static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *);
1864 
1865 /* CIntFromPy.proto */
1866 static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
1867 
1868 /* FastTypeChecks.proto */
1869 #if CYTHON_COMPILING_IN_CPYTHON
1870 #define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
1871 static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
1872 static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
1873 static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
1874 #else
1875 #define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
1876 #define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
1877 #define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
1878 #endif
1879 #define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
1880 
1881 /* CheckBinaryVersion.proto */
1882 static int __Pyx_check_binary_version(void);
1883 
1884 /* FunctionExport.proto */
1885 static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig);
1886 
1887 /* VoidPtrImport.proto */
1888 static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig);
1889 
1890 /* FunctionImport.proto */
1891 static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig);
1892 
1893 /* InitStrings.proto */
1894 static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
1895 
1896 
1897 /* Module declarations from 'cpython.buffer' */
1898 
1899 /* Module declarations from 'libc.string' */
1900 
1901 /* Module declarations from 'libc.stdio' */
1902 
1903 /* Module declarations from '__builtin__' */
1904 
1905 /* Module declarations from 'cpython.type' */
1906 static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;
1907 
1908 /* Module declarations from 'cpython' */
1909 
1910 /* Module declarations from 'cpython.object' */
1911 
1912 /* Module declarations from 'cpython.ref' */
1913 
1914 /* Module declarations from 'cpython.mem' */
1915 
1916 /* Module declarations from 'numpy' */
1917 
1918 /* Module declarations from 'numpy' */
1919 static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
1920 static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
1921 static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
1922 static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
1923 static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;
1924 
1925 /* Module declarations from 'gensim.models.word2vec_inner' */
1926 static __pyx_t_6gensim_6models_14word2vec_inner_scopy_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_scopy = 0;
1927 #define __pyx_v_6gensim_6models_14word2vec_inner_scopy (*__pyx_vp_6gensim_6models_14word2vec_inner_scopy)
1928 static __pyx_t_6gensim_6models_14word2vec_inner_saxpy_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_saxpy = 0;
1929 #define __pyx_v_6gensim_6models_14word2vec_inner_saxpy (*__pyx_vp_6gensim_6models_14word2vec_inner_saxpy)
1930 static __pyx_t_6gensim_6models_14word2vec_inner_sdot_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_sdot = 0;
1931 #define __pyx_v_6gensim_6models_14word2vec_inner_sdot (*__pyx_vp_6gensim_6models_14word2vec_inner_sdot)
1932 static __pyx_t_6gensim_6models_14word2vec_inner_dsdot_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_dsdot = 0;
1933 #define __pyx_v_6gensim_6models_14word2vec_inner_dsdot (*__pyx_vp_6gensim_6models_14word2vec_inner_dsdot)
1934 static __pyx_t_6gensim_6models_14word2vec_inner_snrm2_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_snrm2 = 0;
1935 #define __pyx_v_6gensim_6models_14word2vec_inner_snrm2 (*__pyx_vp_6gensim_6models_14word2vec_inner_snrm2)
1936 static __pyx_t_6gensim_6models_14word2vec_inner_sscal_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_sscal = 0;
1937 #define __pyx_v_6gensim_6models_14word2vec_inner_sscal (*__pyx_vp_6gensim_6models_14word2vec_inner_sscal)
1938 static __pyx_t_6gensim_6models_14word2vec_inner_REAL_t (*__pyx_vp_6gensim_6models_14word2vec_inner_EXP_TABLE)[0x3E8] = 0;
1939 #define __pyx_v_6gensim_6models_14word2vec_inner_EXP_TABLE (*__pyx_vp_6gensim_6models_14word2vec_inner_EXP_TABLE)
1940 static __pyx_t_6gensim_6models_14word2vec_inner_our_dot_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_our_dot = 0;
1941 #define __pyx_v_6gensim_6models_14word2vec_inner_our_dot (*__pyx_vp_6gensim_6models_14word2vec_inner_our_dot)
1942 static __pyx_t_6gensim_6models_14word2vec_inner_our_saxpy_ptr *__pyx_vp_6gensim_6models_14word2vec_inner_our_saxpy = 0;
1943 #define __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy (*__pyx_vp_6gensim_6models_14word2vec_inner_our_saxpy)
1944 static unsigned PY_LONG_LONG (*__pyx_f_6gensim_6models_14word2vec_inner_bisect_left)(__pyx_t_5numpy_uint32_t *, unsigned PY_LONG_LONG, unsigned PY_LONG_LONG, unsigned PY_LONG_LONG); /*proto*/
1945 static unsigned PY_LONG_LONG (*__pyx_f_6gensim_6models_14word2vec_inner_random_int32)(unsigned PY_LONG_LONG *); /*proto*/
1946 
1947 /* Module declarations from 'cython' */
1948 
1949 /* Module declarations from 'libc.math' */
1950 
1951 /* Module declarations from 'gensim.models.fasttext_inner' */
1952 static __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_6gensim_6models_14fasttext_inner_EXP_TABLE[0x200];
1953 static __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_6gensim_6models_14fasttext_inner_LOG_TABLE[0x200];
1954 static int __pyx_v_6gensim_6models_14fasttext_inner_ONE;
1955 static __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_6gensim_6models_14fasttext_inner_ONEF;
1956 static unsigned char __pyx_v_6gensim_6models_14fasttext_inner__MB_MASK;
1957 static unsigned char __pyx_v_6gensim_6models_14fasttext_inner__MB_START;
1958 static void __pyx_f_6gensim_6models_14fasttext_inner_init_ft_config(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, PyObject *, PyObject *, PyObject *, PyObject *); /*proto*/
1959 static PyObject *__pyx_f_6gensim_6models_14fasttext_inner_populate_ft_config(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, PyObject *, PyObject *, PyObject *); /*proto*/
1960 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_neg(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, int, int); /*proto*/
1961 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_hs(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, int, int); /*proto*/
1962 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_neg(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, int, int, int); /*proto*/
1963 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_hs(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, int, int, int); /*proto*/
1964 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_train_any(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *, int); /*proto*/
1965 static PyObject *__pyx_f_6gensim_6models_14fasttext_inner_ft_hash_bytes(PyObject *, int __pyx_skip_dispatch); /*proto*/
1966 static PyObject *__pyx_f_6gensim_6models_14fasttext_inner_compute_ngrams(PyObject *, unsigned int, unsigned int, int __pyx_skip_dispatch); /*proto*/
1967 static PyObject *__pyx_f_6gensim_6models_14fasttext_inner_compute_ngrams_bytes(PyObject *, unsigned int, unsigned int, int __pyx_skip_dispatch); /*proto*/
1968 #define __Pyx_MODULE_NAME "gensim.models.fasttext_inner"
1969 extern int __pyx_module_is_main_gensim__models__fasttext_inner;
1970 int __pyx_module_is_main_gensim__models__fasttext_inner = 0;
1971 
1972 /* Implementation of 'gensim.models.fasttext_inner' */
1973 static PyObject *__pyx_builtin_range;
1974 static PyObject *__pyx_builtin_enumerate;
1975 static PyObject *__pyx_builtin_ImportError;
1976 static const char __pyx_k_c[] = "c";
1977 static const char __pyx_k_i[] = "i";
1978 static const char __pyx_k_s[] = "<%s>";
1979 static const char __pyx_k__2[] = "<";
1980 static const char __pyx_k__3[] = ">";
1981 static const char __pyx_k_hs[] = "hs";
1982 static const char __pyx_k_np[] = "np";
1983 static const char __pyx_k_sg[] = "sg";
1984 static const char __pyx_k_wv[] = "wv";
1985 static const char __pyx_k_get[] = "get";
1986 static const char __pyx_k_code[] = "code";
1987 static const char __pyx_k_init[] = "init";
1988 static const char __pyx_k_main[] = "__main__";
1989 static const char __pyx_k_name[] = "__name__";
1990 static const char __pyx_k_neu1[] = "_neu1";
1991 static const char __pyx_k_syn1[] = "syn1";
1992 static const char __pyx_k_test[] = "__test__";
1993 static const char __pyx_k_word[] = "word";
1994 static const char __pyx_k_work[] = "_work";
1995 static const char __pyx_k_alpha[] = "alpha";
1996 static const char __pyx_k_max_n[] = "max_n";
1997 static const char __pyx_k_min_n[] = "min_n";
1998 static const char __pyx_k_model[] = "model";
1999 static const char __pyx_k_numpy[] = "numpy";
2000 static const char __pyx_k_point[] = "point";
2001 static const char __pyx_k_range[] = "range";
2002 static const char __pyx_k_utf_8[] = "utf-8";
2003 static const char __pyx_k_bucket[] = "bucket";
2004 static const char __pyx_k_encode[] = "encode";
2005 static const char __pyx_k_import[] = "__import__";
2006 static const char __pyx_k_random[] = "random";
2007 static const char __pyx_k_sample[] = "sample";
2008 static const char __pyx_k_window[] = "window";
2009 static const char __pyx_k_randint[] = "randint";
2010 static const char __pyx_k_syn1neg[] = "syn1neg";
2011 static const char __pyx_k_workers[] = "workers";
2012 static const char __pyx_k_expandos[] = "expandos";
2013 static const char __pyx_k_negative[] = "negative";
2014 static const char __pyx_k_cbow_mean[] = "cbow_mean";
2015 static const char __pyx_k_cum_table[] = "cum_table";
2016 static const char __pyx_k_enumerate[] = "enumerate";
2017 static const char __pyx_k_num_words[] = "num_words";
2018 static const char __pyx_k_sentences[] = "sentences";
2019 static const char __pyx_k_sample_int[] = "sample_int";
2020 static const char __pyx_k_ImportError[] = "ImportError";
2021 static const char __pyx_k_vector_size[] = "vector_size";
2022 static const char __pyx_k_buckets_word[] = "buckets_word";
2023 static const char __pyx_k_key_to_index[] = "key_to_index";
2024 static const char __pyx_k_num_sentences[] = "num_sentences";
2025 static const char __pyx_k_vectors_vocab[] = "vectors_vocab";
2026 static const char __pyx_k_vectors_ngrams[] = "vectors_ngrams";
2027 static const char __pyx_k_train_batch_any[] = "train_batch_any";
2028 static const char __pyx_k_MAX_WORDS_IN_BATCH[] = "MAX_WORDS_IN_BATCH";
2029 static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
2030 static const char __pyx_k_vectors_vocab_lockf[] = "vectors_vocab_lockf";
2031 static const char __pyx_k_vectors_ngrams_lockf[] = "vectors_ngrams_lockf";
2032 static const char __pyx_k_gensim_models_fasttext_inner[] = "gensim.models.fasttext_inner";
2033 static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
2034 static const char __pyx_k_Optimized_Cython_functions_for_t[] = "Optimized Cython functions for training a :class:`~gensim.models.fasttext.FastText` model.\n\nThe main entry point is :func:`~gensim.models.fasttext_inner.train_batch_any`\nwhich may be called directly from Python code.\n\nNotes\n-----\nThe implementation of the above functions heavily depends on the\nFastTextConfig struct defined in :file:`gensim/models/fasttext_inner.pxd`.\n\nThe gensim.models.word2vec.FAST_VERSION value reports what flavor of BLAS\nwe're currently using:\n\n    0: double\n    1: float\n    2: no BLAS, use Cython loops instead\n\nSee Also\n--------\n`Basic Linear Algebra Subprograms <http://www.netlib.org/blas/>`_\n\n";
2035 static const char __pyx_k_gensim_models_fasttext_inner_pyx[] = "gensim/models/fasttext_inner.pyx";
2036 static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
2037 static PyObject *__pyx_n_s_ImportError;
2038 static PyObject *__pyx_n_s_MAX_WORDS_IN_BATCH;
2039 static PyObject *__pyx_kp_u__2;
2040 static PyObject *__pyx_kp_u__3;
2041 static PyObject *__pyx_n_s_alpha;
2042 static PyObject *__pyx_n_s_bucket;
2043 static PyObject *__pyx_n_s_buckets_word;
2044 static PyObject *__pyx_n_s_c;
2045 static PyObject *__pyx_n_s_cbow_mean;
2046 static PyObject *__pyx_n_s_cline_in_traceback;
2047 static PyObject *__pyx_n_s_code;
2048 static PyObject *__pyx_n_s_cum_table;
2049 static PyObject *__pyx_n_s_encode;
2050 static PyObject *__pyx_n_s_enumerate;
2051 static PyObject *__pyx_n_s_expandos;
2052 static PyObject *__pyx_n_s_gensim_models_fasttext_inner;
2053 static PyObject *__pyx_kp_s_gensim_models_fasttext_inner_pyx;
2054 static PyObject *__pyx_n_s_get;
2055 static PyObject *__pyx_n_s_hs;
2056 static PyObject *__pyx_n_s_i;
2057 static PyObject *__pyx_n_s_import;
2058 static PyObject *__pyx_n_s_init;
2059 static PyObject *__pyx_n_s_key_to_index;
2060 static PyObject *__pyx_n_s_main;
2061 static PyObject *__pyx_n_s_max_n;
2062 static PyObject *__pyx_n_s_min_n;
2063 static PyObject *__pyx_n_s_model;
2064 static PyObject *__pyx_n_s_name;
2065 static PyObject *__pyx_n_s_negative;
2066 static PyObject *__pyx_n_s_neu1;
2067 static PyObject *__pyx_n_s_np;
2068 static PyObject *__pyx_n_s_num_sentences;
2069 static PyObject *__pyx_n_s_num_words;
2070 static PyObject *__pyx_n_s_numpy;
2071 static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to;
2072 static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor;
2073 static PyObject *__pyx_n_s_point;
2074 static PyObject *__pyx_n_s_randint;
2075 static PyObject *__pyx_n_s_random;
2076 static PyObject *__pyx_n_s_range;
2077 static PyObject *__pyx_kp_s_s;
2078 static PyObject *__pyx_n_s_sample;
2079 static PyObject *__pyx_n_s_sample_int;
2080 static PyObject *__pyx_n_s_sentences;
2081 static PyObject *__pyx_n_s_sg;
2082 static PyObject *__pyx_n_s_syn1;
2083 static PyObject *__pyx_n_s_syn1neg;
2084 static PyObject *__pyx_n_s_test;
2085 static PyObject *__pyx_n_s_train_batch_any;
2086 static PyObject *__pyx_kp_s_utf_8;
2087 static PyObject *__pyx_n_s_vector_size;
2088 static PyObject *__pyx_n_s_vectors_ngrams;
2089 static PyObject *__pyx_n_s_vectors_ngrams_lockf;
2090 static PyObject *__pyx_n_s_vectors_vocab;
2091 static PyObject *__pyx_n_s_vectors_vocab_lockf;
2092 static PyObject *__pyx_n_s_window;
2093 static PyObject *__pyx_n_s_word;
2094 static PyObject *__pyx_n_s_work;
2095 static PyObject *__pyx_n_s_workers;
2096 static PyObject *__pyx_n_s_wv;
2097 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_train_batch_any(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_model, PyObject *__pyx_v_sentences, PyObject *__pyx_v_alpha, PyObject *__pyx_v__work, PyObject *__pyx_v__neu1); /* proto */
2098 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_2ft_hash_bytes(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_bytez); /* proto */
2099 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_4compute_ngrams(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_word, unsigned int __pyx_v_min_n, unsigned int __pyx_v_max_n); /* proto */
2100 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_6compute_ngrams_bytes(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_word, unsigned int __pyx_v_min_n, unsigned int __pyx_v_max_n); /* proto */
2101 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_8init(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
2102 static PyObject *__pyx_int_0;
2103 static PyObject *__pyx_int_1;
2104 static PyObject *__pyx_int_10000;
2105 static PyObject *__pyx_int_16777216;
2106 static PyObject *__pyx_tuple_;
2107 static PyObject *__pyx_tuple__4;
2108 static PyObject *__pyx_tuple__5;
2109 static PyObject *__pyx_tuple__6;
2110 static PyObject *__pyx_tuple__8;
2111 static PyObject *__pyx_codeobj__7;
2112 static PyObject *__pyx_codeobj__9;
2113 /* Late includes */
2114 
2115 /* "gensim/models/fasttext_inner.pyx":74
2116  *
2117  *
2118  * cdef void fasttext_fast_sentence_sg_neg(FastTextConfig *c, int i, int j) nogil:             # <<<<<<<<<<<<<<
2119  *     """Perform skipgram training with negative sampling.
2120  *
2121  */
2122 
__pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_neg(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig * __pyx_v_c,int __pyx_v_i,int __pyx_v_j)2123 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_neg(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *__pyx_v_c, int __pyx_v_i, int __pyx_v_j) {
2124   __pyx_t_5numpy_uint32_t __pyx_v_word_index;
2125   __pyx_t_5numpy_uint32_t __pyx_v_word2_index;
2126   __pyx_t_5numpy_uint32_t *__pyx_v_subwords_index;
2127   __pyx_t_5numpy_uint32_t __pyx_v_subwords_len;
2128   PY_LONG_LONG __pyx_v_row1;
2129   PY_LONG_LONG __pyx_v_row2;
2130   unsigned PY_LONG_LONG __pyx_v_modulo;
2131   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f;
2132   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_g;
2133   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_label;
2134   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f_dot;
2135   __pyx_t_5numpy_uint32_t __pyx_v_target_index;
2136   int __pyx_v_d;
2137   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_norm_factor;
2138   int __pyx_t_1;
2139   __pyx_t_5numpy_uint32_t __pyx_t_2;
2140   __pyx_t_5numpy_uint32_t __pyx_t_3;
2141   int __pyx_t_4;
2142   long __pyx_t_5;
2143   long __pyx_t_6;
2144   int __pyx_t_7;
2145 
2146   /* "gensim/models/fasttext_inner.pyx":95
2147  *
2148  *     cdef:
2149  *         np.uint32_t word_index = c.indexes[j]             # <<<<<<<<<<<<<<
2150  *         np.uint32_t word2_index = c.indexes[i]
2151  *         np.uint32_t *subwords_index = c.subwords_idx[i]
2152  */
2153   __pyx_v_word_index = (__pyx_v_c->indexes[__pyx_v_j]);
2154 
2155   /* "gensim/models/fasttext_inner.pyx":96
2156  *     cdef:
2157  *         np.uint32_t word_index = c.indexes[j]
2158  *         np.uint32_t word2_index = c.indexes[i]             # <<<<<<<<<<<<<<
2159  *         np.uint32_t *subwords_index = c.subwords_idx[i]
2160  *         np.uint32_t subwords_len = c.subwords_idx_len[i]
2161  */
2162   __pyx_v_word2_index = (__pyx_v_c->indexes[__pyx_v_i]);
2163 
2164   /* "gensim/models/fasttext_inner.pyx":97
2165  *         np.uint32_t word_index = c.indexes[j]
2166  *         np.uint32_t word2_index = c.indexes[i]
2167  *         np.uint32_t *subwords_index = c.subwords_idx[i]             # <<<<<<<<<<<<<<
2168  *         np.uint32_t subwords_len = c.subwords_idx_len[i]
2169  *
2170  */
2171   __pyx_v_subwords_index = (__pyx_v_c->subwords_idx[__pyx_v_i]);
2172 
2173   /* "gensim/models/fasttext_inner.pyx":98
2174  *         np.uint32_t word2_index = c.indexes[i]
2175  *         np.uint32_t *subwords_index = c.subwords_idx[i]
2176  *         np.uint32_t subwords_len = c.subwords_idx_len[i]             # <<<<<<<<<<<<<<
2177  *
2178  *     cdef long long row1 = word2_index * c.size, row2
2179  */
2180   __pyx_v_subwords_len = (__pyx_v_c->subwords_idx_len[__pyx_v_i]);
2181 
2182   /* "gensim/models/fasttext_inner.pyx":100
2183  *         np.uint32_t subwords_len = c.subwords_idx_len[i]
2184  *
2185  *     cdef long long row1 = word2_index * c.size, row2             # <<<<<<<<<<<<<<
2186  *     cdef unsigned long long modulo = 281474976710655ULL
2187  *     cdef REAL_t f, g, label, f_dot
2188  */
2189   __pyx_v_row1 = (__pyx_v_word2_index * __pyx_v_c->size);
2190 
2191   /* "gensim/models/fasttext_inner.pyx":101
2192  *
2193  *     cdef long long row1 = word2_index * c.size, row2
2194  *     cdef unsigned long long modulo = 281474976710655ULL             # <<<<<<<<<<<<<<
2195  *     cdef REAL_t f, g, label, f_dot
2196  *     cdef np.uint32_t target_index
2197  */
2198   __pyx_v_modulo = 281474976710655ULL;
2199 
2200   /* "gensim/models/fasttext_inner.pyx":106
2201  *     cdef int d
2202  *
2203  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
2204  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2205  *
2206  */
2207   (void)(memset(__pyx_v_c->work, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
2208 
2209   /* "gensim/models/fasttext_inner.pyx":107
2210  *
2211  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
2212  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
2213  *
2214  *     scopy(&c.size, &c.syn0_vocab[row1], &ONE, c.neu1, &ONE)
2215  */
2216   (void)(memset(__pyx_v_c->neu1, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
2217 
2218   /* "gensim/models/fasttext_inner.pyx":109
2219  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2220  *
2221  *     scopy(&c.size, &c.syn0_vocab[row1], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
2222  *
2223  *     #
2224  */
2225   __pyx_v_6gensim_6models_14word2vec_inner_scopy((&__pyx_v_c->size), (&(__pyx_v_c->syn0_vocab[__pyx_v_row1])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2226 
2227   /* "gensim/models/fasttext_inner.pyx":115
2228  *     #
2229  *     cdef REAL_t norm_factor
2230  *     if subwords_len:             # <<<<<<<<<<<<<<
2231  *         for d in range(subwords_len):
2232  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[subwords_index[d] * c.size], &ONE, c.neu1, &ONE)
2233  */
2234   __pyx_t_1 = (__pyx_v_subwords_len != 0);
2235   if (__pyx_t_1) {
2236 
2237     /* "gensim/models/fasttext_inner.pyx":116
2238  *     cdef REAL_t norm_factor
2239  *     if subwords_len:
2240  *         for d in range(subwords_len):             # <<<<<<<<<<<<<<
2241  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[subwords_index[d] * c.size], &ONE, c.neu1, &ONE)
2242  *         norm_factor = ONEF / subwords_len
2243  */
2244     __pyx_t_2 = __pyx_v_subwords_len;
2245     __pyx_t_3 = __pyx_t_2;
2246     for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
2247       __pyx_v_d = __pyx_t_4;
2248 
2249       /* "gensim/models/fasttext_inner.pyx":117
2250  *     if subwords_len:
2251  *         for d in range(subwords_len):
2252  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[subwords_index[d] * c.size], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
2253  *         norm_factor = ONEF / subwords_len
2254  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)
2255  */
2256       __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_6gensim_6models_14fasttext_inner_ONEF), (&(__pyx_v_c->syn0_ngrams[((__pyx_v_subwords_index[__pyx_v_d]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2257     }
2258 
2259     /* "gensim/models/fasttext_inner.pyx":118
2260  *         for d in range(subwords_len):
2261  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[subwords_index[d] * c.size], &ONE, c.neu1, &ONE)
2262  *         norm_factor = ONEF / subwords_len             # <<<<<<<<<<<<<<
2263  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)
2264  *
2265  */
2266     __pyx_v_norm_factor = (__pyx_v_6gensim_6models_14fasttext_inner_ONEF / __pyx_v_subwords_len);
2267 
2268     /* "gensim/models/fasttext_inner.pyx":119
2269  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[subwords_index[d] * c.size], &ONE, c.neu1, &ONE)
2270  *         norm_factor = ONEF / subwords_len
2271  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)             # <<<<<<<<<<<<<<
2272  *
2273  *     for d in range(c.negative+1):
2274  */
2275     __pyx_v_6gensim_6models_14word2vec_inner_sscal((&__pyx_v_c->size), (&__pyx_v_norm_factor), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2276 
2277     /* "gensim/models/fasttext_inner.pyx":115
2278  *     #
2279  *     cdef REAL_t norm_factor
2280  *     if subwords_len:             # <<<<<<<<<<<<<<
2281  *         for d in range(subwords_len):
2282  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[subwords_index[d] * c.size], &ONE, c.neu1, &ONE)
2283  */
2284   }
2285 
2286   /* "gensim/models/fasttext_inner.pyx":121
2287  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)
2288  *
2289  *     for d in range(c.negative+1):             # <<<<<<<<<<<<<<
2290  *         if d == 0:
2291  *             target_index = word_index
2292  */
2293   __pyx_t_5 = (__pyx_v_c->negative + 1);
2294   __pyx_t_6 = __pyx_t_5;
2295   for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_6; __pyx_t_4+=1) {
2296     __pyx_v_d = __pyx_t_4;
2297 
2298     /* "gensim/models/fasttext_inner.pyx":122
2299  *
2300  *     for d in range(c.negative+1):
2301  *         if d == 0:             # <<<<<<<<<<<<<<
2302  *             target_index = word_index
2303  *             label = ONEF
2304  */
2305     __pyx_t_1 = ((__pyx_v_d == 0) != 0);
2306     if (__pyx_t_1) {
2307 
2308       /* "gensim/models/fasttext_inner.pyx":123
2309  *     for d in range(c.negative+1):
2310  *         if d == 0:
2311  *             target_index = word_index             # <<<<<<<<<<<<<<
2312  *             label = ONEF
2313  *         else:
2314  */
2315       __pyx_v_target_index = __pyx_v_word_index;
2316 
2317       /* "gensim/models/fasttext_inner.pyx":124
2318  *         if d == 0:
2319  *             target_index = word_index
2320  *             label = ONEF             # <<<<<<<<<<<<<<
2321  *         else:
2322  *             target_index = bisect_left(
2323  */
2324       __pyx_v_label = __pyx_v_6gensim_6models_14fasttext_inner_ONEF;
2325 
2326       /* "gensim/models/fasttext_inner.pyx":122
2327  *
2328  *     for d in range(c.negative+1):
2329  *         if d == 0:             # <<<<<<<<<<<<<<
2330  *             target_index = word_index
2331  *             label = ONEF
2332  */
2333       goto __pyx_L8;
2334     }
2335 
2336     /* "gensim/models/fasttext_inner.pyx":126
2337  *             label = ONEF
2338  *         else:
2339  *             target_index = bisect_left(             # <<<<<<<<<<<<<<
2340  *                 c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
2341  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
2342  */
2343     /*else*/ {
2344 
2345       /* "gensim/models/fasttext_inner.pyx":127
2346  *         else:
2347  *             target_index = bisect_left(
2348  *                 c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)             # <<<<<<<<<<<<<<
2349  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
2350  *             if target_index == word_index:
2351  */
2352       __pyx_v_target_index = __pyx_f_6gensim_6models_14word2vec_inner_bisect_left(__pyx_v_c->cum_table, ((__pyx_v_c->next_random >> 16) % (__pyx_v_c->cum_table[(__pyx_v_c->cum_table_len - 1)])), 0, __pyx_v_c->cum_table_len);
2353 
2354       /* "gensim/models/fasttext_inner.pyx":128
2355  *             target_index = bisect_left(
2356  *                 c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
2357  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo             # <<<<<<<<<<<<<<
2358  *             if target_index == word_index:
2359  *                 continue
2360  */
2361       __pyx_v_c->next_random = (((__pyx_v_c->next_random * ((unsigned PY_LONG_LONG)25214903917ULL)) + 11) & __pyx_v_modulo);
2362 
2363       /* "gensim/models/fasttext_inner.pyx":129
2364  *                 c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
2365  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
2366  *             if target_index == word_index:             # <<<<<<<<<<<<<<
2367  *                 continue
2368  *             label = <REAL_t>0.0
2369  */
2370       __pyx_t_1 = ((__pyx_v_target_index == __pyx_v_word_index) != 0);
2371       if (__pyx_t_1) {
2372 
2373         /* "gensim/models/fasttext_inner.pyx":130
2374  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
2375  *             if target_index == word_index:
2376  *                 continue             # <<<<<<<<<<<<<<
2377  *             label = <REAL_t>0.0
2378  *
2379  */
2380         goto __pyx_L6_continue;
2381 
2382         /* "gensim/models/fasttext_inner.pyx":129
2383  *                 c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
2384  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
2385  *             if target_index == word_index:             # <<<<<<<<<<<<<<
2386  *                 continue
2387  *             label = <REAL_t>0.0
2388  */
2389       }
2390 
2391       /* "gensim/models/fasttext_inner.pyx":131
2392  *             if target_index == word_index:
2393  *                 continue
2394  *             label = <REAL_t>0.0             # <<<<<<<<<<<<<<
2395  *
2396  *         row2 = target_index * c.size
2397  */
2398       __pyx_v_label = ((__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)0.0);
2399     }
2400     __pyx_L8:;
2401 
2402     /* "gensim/models/fasttext_inner.pyx":133
2403  *             label = <REAL_t>0.0
2404  *
2405  *         row2 = target_index * c.size             # <<<<<<<<<<<<<<
2406  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2407  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2408  */
2409     __pyx_v_row2 = (__pyx_v_target_index * __pyx_v_c->size);
2410 
2411     /* "gensim/models/fasttext_inner.pyx":134
2412  *
2413  *         row2 = target_index * c.size
2414  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)             # <<<<<<<<<<<<<<
2415  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2416  *             continue
2417  */
2418     __pyx_v_f_dot = __pyx_v_6gensim_6models_14word2vec_inner_our_dot((&__pyx_v_c->size), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1neg[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2419 
2420     /* "gensim/models/fasttext_inner.pyx":135
2421  *         row2 = target_index * c.size
2422  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2423  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
2424  *             continue
2425  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2426  */
2427     __pyx_t_7 = ((__pyx_v_f_dot <= -8.0) != 0);
2428     if (!__pyx_t_7) {
2429     } else {
2430       __pyx_t_1 = __pyx_t_7;
2431       goto __pyx_L11_bool_binop_done;
2432     }
2433     __pyx_t_7 = ((__pyx_v_f_dot >= 8.0) != 0);
2434     __pyx_t_1 = __pyx_t_7;
2435     __pyx_L11_bool_binop_done:;
2436     if (__pyx_t_1) {
2437 
2438       /* "gensim/models/fasttext_inner.pyx":136
2439  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2440  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2441  *             continue             # <<<<<<<<<<<<<<
2442  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2443  *         g = (label - f) * c.alpha
2444  */
2445       goto __pyx_L6_continue;
2446 
2447       /* "gensim/models/fasttext_inner.pyx":135
2448  *         row2 = target_index * c.size
2449  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2450  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
2451  *             continue
2452  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2453  */
2454     }
2455 
2456     /* "gensim/models/fasttext_inner.pyx":137
2457  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2458  *             continue
2459  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]             # <<<<<<<<<<<<<<
2460  *         g = (label - f) * c.alpha
2461  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)
2462  */
2463     __pyx_v_f = (__pyx_v_6gensim_6models_14fasttext_inner_EXP_TABLE[((int)((__pyx_v_f_dot + 8.0) * 32.0))]);
2464 
2465     /* "gensim/models/fasttext_inner.pyx":138
2466  *             continue
2467  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2468  *         g = (label - f) * c.alpha             # <<<<<<<<<<<<<<
2469  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)
2470  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2471  */
2472     __pyx_v_g = ((__pyx_v_label - __pyx_v_f) * __pyx_v_c->alpha);
2473 
2474     /* "gensim/models/fasttext_inner.pyx":139
2475  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2476  *         g = (label - f) * c.alpha
2477  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)             # <<<<<<<<<<<<<<
2478  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2479  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2480  */
2481     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), (&(__pyx_v_c->syn1neg[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2482 
2483     /* "gensim/models/fasttext_inner.pyx":140
2484  *         g = (label - f) * c.alpha
2485  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)
2486  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)             # <<<<<<<<<<<<<<
2487  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2488  *     for d in range(subwords_len):
2489  */
2490     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1neg[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2491     __pyx_L6_continue:;
2492   }
2493 
2494   /* "gensim/models/fasttext_inner.pyx":141
2495  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)
2496  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2497  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)             # <<<<<<<<<<<<<<
2498  *     for d in range(subwords_len):
2499  *         our_saxpy(&c.size, &c.ngrams_lockf[subwords_index[d] % c.ngrams_lockf_len],
2500  */
2501   __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->vocab_lockf[(__pyx_v_word2_index % __pyx_v_c->vocab_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_vocab[__pyx_v_row1])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2502 
2503   /* "gensim/models/fasttext_inner.pyx":142
2504  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
2505  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2506  *     for d in range(subwords_len):             # <<<<<<<<<<<<<<
2507  *         our_saxpy(&c.size, &c.ngrams_lockf[subwords_index[d] % c.ngrams_lockf_len],
2508  *                   c.work, &ONE, &c.syn0_ngrams[subwords_index[d]*c.size], &ONE)
2509  */
2510   __pyx_t_2 = __pyx_v_subwords_len;
2511   __pyx_t_3 = __pyx_t_2;
2512   for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
2513     __pyx_v_d = __pyx_t_4;
2514 
2515     /* "gensim/models/fasttext_inner.pyx":143
2516  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2517  *     for d in range(subwords_len):
2518  *         our_saxpy(&c.size, &c.ngrams_lockf[subwords_index[d] % c.ngrams_lockf_len],             # <<<<<<<<<<<<<<
2519  *                   c.work, &ONE, &c.syn0_ngrams[subwords_index[d]*c.size], &ONE)
2520  *
2521  */
2522     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->ngrams_lockf[((__pyx_v_subwords_index[__pyx_v_d]) % __pyx_v_c->ngrams_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_ngrams[((__pyx_v_subwords_index[__pyx_v_d]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2523   }
2524 
2525   /* "gensim/models/fasttext_inner.pyx":74
2526  *
2527  *
2528  * cdef void fasttext_fast_sentence_sg_neg(FastTextConfig *c, int i, int j) nogil:             # <<<<<<<<<<<<<<
2529  *     """Perform skipgram training with negative sampling.
2530  *
2531  */
2532 
2533   /* function exit code */
2534 }
2535 
2536 /* "gensim/models/fasttext_inner.pyx":147
2537  *
2538  *
2539  * cdef void fasttext_fast_sentence_sg_hs(FastTextConfig *c, int i, int j) nogil:             # <<<<<<<<<<<<<<
2540  *     """Perform skipgram training with hierarchical sampling.
2541  *
2542  */
2543 
__pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_hs(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig * __pyx_v_c,int __pyx_v_i,int __pyx_v_j)2544 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_hs(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *__pyx_v_c, int __pyx_v_i, int __pyx_v_j) {
2545   __pyx_t_5numpy_uint32_t *__pyx_v_word_point;
2546   __pyx_t_5numpy_uint8_t *__pyx_v_word_code;
2547   int __pyx_v_codelen;
2548   __pyx_t_5numpy_uint32_t __pyx_v_word2_index;
2549   __pyx_t_5numpy_uint32_t *__pyx_v_subwords_index;
2550   __pyx_t_5numpy_uint32_t __pyx_v_subwords_len;
2551   PY_LONG_LONG __pyx_v_b;
2552   PY_LONG_LONG __pyx_v_row1;
2553   PY_LONG_LONG __pyx_v_row2;
2554   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f;
2555   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_g;
2556   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f_dot;
2557   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_norm_factor;
2558   __pyx_t_5numpy_uint32_t __pyx_v_d;
2559   int __pyx_t_1;
2560   __pyx_t_5numpy_uint32_t __pyx_t_2;
2561   __pyx_t_5numpy_uint32_t __pyx_t_3;
2562   __pyx_t_5numpy_uint32_t __pyx_t_4;
2563   int __pyx_t_5;
2564   int __pyx_t_6;
2565   PY_LONG_LONG __pyx_t_7;
2566   int __pyx_t_8;
2567 
2568   /* "gensim/models/fasttext_inner.pyx":163
2569  *     """
2570  *     cdef:
2571  *         np.uint32_t *word_point = c.points[j]             # <<<<<<<<<<<<<<
2572  *         np.uint8_t *word_code = c.codes[j]
2573  *         int codelen = c.codelens[j]
2574  */
2575   __pyx_v_word_point = (__pyx_v_c->points[__pyx_v_j]);
2576 
2577   /* "gensim/models/fasttext_inner.pyx":164
2578  *     cdef:
2579  *         np.uint32_t *word_point = c.points[j]
2580  *         np.uint8_t *word_code = c.codes[j]             # <<<<<<<<<<<<<<
2581  *         int codelen = c.codelens[j]
2582  *         np.uint32_t word2_index = c.indexes[i]
2583  */
2584   __pyx_v_word_code = (__pyx_v_c->codes[__pyx_v_j]);
2585 
2586   /* "gensim/models/fasttext_inner.pyx":165
2587  *         np.uint32_t *word_point = c.points[j]
2588  *         np.uint8_t *word_code = c.codes[j]
2589  *         int codelen = c.codelens[j]             # <<<<<<<<<<<<<<
2590  *         np.uint32_t word2_index = c.indexes[i]
2591  *         np.uint32_t *subwords_index = c.subwords_idx[i]
2592  */
2593   __pyx_v_codelen = (__pyx_v_c->codelens[__pyx_v_j]);
2594 
2595   /* "gensim/models/fasttext_inner.pyx":166
2596  *         np.uint8_t *word_code = c.codes[j]
2597  *         int codelen = c.codelens[j]
2598  *         np.uint32_t word2_index = c.indexes[i]             # <<<<<<<<<<<<<<
2599  *         np.uint32_t *subwords_index = c.subwords_idx[i]
2600  *         np.uint32_t subwords_len = c.subwords_idx_len[i]
2601  */
2602   __pyx_v_word2_index = (__pyx_v_c->indexes[__pyx_v_i]);
2603 
2604   /* "gensim/models/fasttext_inner.pyx":167
2605  *         int codelen = c.codelens[j]
2606  *         np.uint32_t word2_index = c.indexes[i]
2607  *         np.uint32_t *subwords_index = c.subwords_idx[i]             # <<<<<<<<<<<<<<
2608  *         np.uint32_t subwords_len = c.subwords_idx_len[i]
2609  *
2610  */
2611   __pyx_v_subwords_index = (__pyx_v_c->subwords_idx[__pyx_v_i]);
2612 
2613   /* "gensim/models/fasttext_inner.pyx":168
2614  *         np.uint32_t word2_index = c.indexes[i]
2615  *         np.uint32_t *subwords_index = c.subwords_idx[i]
2616  *         np.uint32_t subwords_len = c.subwords_idx_len[i]             # <<<<<<<<<<<<<<
2617  *
2618  *     #
2619  */
2620   __pyx_v_subwords_len = (__pyx_v_c->subwords_idx_len[__pyx_v_i]);
2621 
2622   /* "gensim/models/fasttext_inner.pyx":185
2623  *     #
2624  *     cdef long long b
2625  *     cdef long long row1 = word2_index * c.size, row2             # <<<<<<<<<<<<<<
2626  *     cdef REAL_t f, g, f_dot
2627  *
2628  */
2629   __pyx_v_row1 = (__pyx_v_word2_index * __pyx_v_c->size);
2630 
2631   /* "gensim/models/fasttext_inner.pyx":188
2632  *     cdef REAL_t f, g, f_dot
2633  *
2634  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
2635  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2636  *
2637  */
2638   (void)(memset(__pyx_v_c->work, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
2639 
2640   /* "gensim/models/fasttext_inner.pyx":189
2641  *
2642  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
2643  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
2644  *
2645  *     scopy(&c.size, &c.syn0_vocab[row1], &ONE, c.neu1, &ONE)
2646  */
2647   (void)(memset(__pyx_v_c->neu1, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
2648 
2649   /* "gensim/models/fasttext_inner.pyx":191
2650  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2651  *
2652  *     scopy(&c.size, &c.syn0_vocab[row1], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
2653  *
2654  *     #
2655  */
2656   __pyx_v_6gensim_6models_14word2vec_inner_scopy((&__pyx_v_c->size), (&(__pyx_v_c->syn0_vocab[__pyx_v_row1])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2657 
2658   /* "gensim/models/fasttext_inner.pyx":197
2659  *     #
2660  *     cdef REAL_t norm_factor
2661  *     if subwords_len:             # <<<<<<<<<<<<<<
2662  *         for d in range(subwords_len):
2663  *             row2 = subwords_index[d] * c.size
2664  */
2665   __pyx_t_1 = (__pyx_v_subwords_len != 0);
2666   if (__pyx_t_1) {
2667 
2668     /* "gensim/models/fasttext_inner.pyx":198
2669  *     cdef REAL_t norm_factor
2670  *     if subwords_len:
2671  *         for d in range(subwords_len):             # <<<<<<<<<<<<<<
2672  *             row2 = subwords_index[d] * c.size
2673  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[row2], &ONE, c.neu1, &ONE)
2674  */
2675     __pyx_t_2 = __pyx_v_subwords_len;
2676     __pyx_t_3 = __pyx_t_2;
2677     for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
2678       __pyx_v_d = __pyx_t_4;
2679 
2680       /* "gensim/models/fasttext_inner.pyx":199
2681  *     if subwords_len:
2682  *         for d in range(subwords_len):
2683  *             row2 = subwords_index[d] * c.size             # <<<<<<<<<<<<<<
2684  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[row2], &ONE, c.neu1, &ONE)
2685  *         norm_factor = ONEF / subwords_len
2686  */
2687       __pyx_v_row2 = ((__pyx_v_subwords_index[__pyx_v_d]) * __pyx_v_c->size);
2688 
2689       /* "gensim/models/fasttext_inner.pyx":200
2690  *         for d in range(subwords_len):
2691  *             row2 = subwords_index[d] * c.size
2692  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[row2], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
2693  *         norm_factor = ONEF / subwords_len
2694  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)
2695  */
2696       __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_6gensim_6models_14fasttext_inner_ONEF), (&(__pyx_v_c->syn0_ngrams[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2697     }
2698 
2699     /* "gensim/models/fasttext_inner.pyx":201
2700  *             row2 = subwords_index[d] * c.size
2701  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[row2], &ONE, c.neu1, &ONE)
2702  *         norm_factor = ONEF / subwords_len             # <<<<<<<<<<<<<<
2703  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)
2704  *
2705  */
2706     __pyx_v_norm_factor = (__pyx_v_6gensim_6models_14fasttext_inner_ONEF / __pyx_v_subwords_len);
2707 
2708     /* "gensim/models/fasttext_inner.pyx":202
2709  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[row2], &ONE, c.neu1, &ONE)
2710  *         norm_factor = ONEF / subwords_len
2711  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)             # <<<<<<<<<<<<<<
2712  *
2713  *     for b in range(codelen):
2714  */
2715     __pyx_v_6gensim_6models_14word2vec_inner_sscal((&__pyx_v_c->size), (&__pyx_v_norm_factor), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2716 
2717     /* "gensim/models/fasttext_inner.pyx":197
2718  *     #
2719  *     cdef REAL_t norm_factor
2720  *     if subwords_len:             # <<<<<<<<<<<<<<
2721  *         for d in range(subwords_len):
2722  *             row2 = subwords_index[d] * c.size
2723  */
2724   }
2725 
2726   /* "gensim/models/fasttext_inner.pyx":204
2727  *         sscal(&c.size, &norm_factor, c.neu1, &ONE)
2728  *
2729  *     for b in range(codelen):             # <<<<<<<<<<<<<<
2730  *         row2 = word_point[b] * c.size
2731  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
2732  */
2733   __pyx_t_5 = __pyx_v_codelen;
2734   __pyx_t_6 = __pyx_t_5;
2735   for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
2736     __pyx_v_b = __pyx_t_7;
2737 
2738     /* "gensim/models/fasttext_inner.pyx":205
2739  *
2740  *     for b in range(codelen):
2741  *         row2 = word_point[b] * c.size             # <<<<<<<<<<<<<<
2742  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
2743  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2744  */
2745     __pyx_v_row2 = ((__pyx_v_word_point[__pyx_v_b]) * __pyx_v_c->size);
2746 
2747     /* "gensim/models/fasttext_inner.pyx":206
2748  *     for b in range(codelen):
2749  *         row2 = word_point[b] * c.size
2750  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)             # <<<<<<<<<<<<<<
2751  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2752  *             continue
2753  */
2754     __pyx_v_f_dot = __pyx_v_6gensim_6models_14word2vec_inner_our_dot((&__pyx_v_c->size), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2755 
2756     /* "gensim/models/fasttext_inner.pyx":207
2757  *         row2 = word_point[b] * c.size
2758  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
2759  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
2760  *             continue
2761  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2762  */
2763     __pyx_t_8 = ((__pyx_v_f_dot <= -8.0) != 0);
2764     if (!__pyx_t_8) {
2765     } else {
2766       __pyx_t_1 = __pyx_t_8;
2767       goto __pyx_L9_bool_binop_done;
2768     }
2769     __pyx_t_8 = ((__pyx_v_f_dot >= 8.0) != 0);
2770     __pyx_t_1 = __pyx_t_8;
2771     __pyx_L9_bool_binop_done:;
2772     if (__pyx_t_1) {
2773 
2774       /* "gensim/models/fasttext_inner.pyx":208
2775  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
2776  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2777  *             continue             # <<<<<<<<<<<<<<
2778  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2779  *         g = (1 - word_code[b] - f) * c.alpha
2780  */
2781       goto __pyx_L6_continue;
2782 
2783       /* "gensim/models/fasttext_inner.pyx":207
2784  *         row2 = word_point[b] * c.size
2785  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
2786  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
2787  *             continue
2788  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2789  */
2790     }
2791 
2792     /* "gensim/models/fasttext_inner.pyx":209
2793  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
2794  *             continue
2795  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]             # <<<<<<<<<<<<<<
2796  *         g = (1 - word_code[b] - f) * c.alpha
2797  *
2798  */
2799     __pyx_v_f = (__pyx_v_6gensim_6models_14fasttext_inner_EXP_TABLE[((int)((__pyx_v_f_dot + 8.0) * 32.0))]);
2800 
2801     /* "gensim/models/fasttext_inner.pyx":210
2802  *             continue
2803  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
2804  *         g = (1 - word_code[b] - f) * c.alpha             # <<<<<<<<<<<<<<
2805  *
2806  *         our_saxpy(&c.size, &g, &c.syn1[row2], &ONE, c.work, &ONE)
2807  */
2808     __pyx_v_g = (((1 - (__pyx_v_word_code[__pyx_v_b])) - __pyx_v_f) * __pyx_v_c->alpha);
2809 
2810     /* "gensim/models/fasttext_inner.pyx":212
2811  *         g = (1 - word_code[b] - f) * c.alpha
2812  *
2813  *         our_saxpy(&c.size, &g, &c.syn1[row2], &ONE, c.work, &ONE)             # <<<<<<<<<<<<<<
2814  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)
2815  *
2816  */
2817     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), (&(__pyx_v_c->syn1[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2818 
2819     /* "gensim/models/fasttext_inner.pyx":213
2820  *
2821  *         our_saxpy(&c.size, &g, &c.syn1[row2], &ONE, c.work, &ONE)
2822  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)             # <<<<<<<<<<<<<<
2823  *
2824  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2825  */
2826     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2827     __pyx_L6_continue:;
2828   }
2829 
2830   /* "gensim/models/fasttext_inner.pyx":215
2831  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)
2832  *
2833  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)             # <<<<<<<<<<<<<<
2834  *     for d in range(subwords_len):
2835  *         row2 = subwords_index[d] * c.size
2836  */
2837   __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->vocab_lockf[(__pyx_v_word2_index % __pyx_v_c->vocab_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_vocab[__pyx_v_row1])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2838 
2839   /* "gensim/models/fasttext_inner.pyx":216
2840  *
2841  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2842  *     for d in range(subwords_len):             # <<<<<<<<<<<<<<
2843  *         row2 = subwords_index[d] * c.size
2844  *         our_saxpy(
2845  */
2846   __pyx_t_2 = __pyx_v_subwords_len;
2847   __pyx_t_3 = __pyx_t_2;
2848   for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
2849     __pyx_v_d = __pyx_t_4;
2850 
2851     /* "gensim/models/fasttext_inner.pyx":217
2852  *     our_saxpy(&c.size, &c.vocab_lockf[word2_index % c.vocab_lockf_len], c.work, &ONE, &c.syn0_vocab[row1], &ONE)
2853  *     for d in range(subwords_len):
2854  *         row2 = subwords_index[d] * c.size             # <<<<<<<<<<<<<<
2855  *         our_saxpy(
2856  *             &c.size, &c.ngrams_lockf[subwords_index[d] % c.ngrams_lockf_len], c.work, &ONE,
2857  */
2858     __pyx_v_row2 = ((__pyx_v_subwords_index[__pyx_v_d]) * __pyx_v_c->size);
2859 
2860     /* "gensim/models/fasttext_inner.pyx":218
2861  *     for d in range(subwords_len):
2862  *         row2 = subwords_index[d] * c.size
2863  *         our_saxpy(             # <<<<<<<<<<<<<<
2864  *             &c.size, &c.ngrams_lockf[subwords_index[d] % c.ngrams_lockf_len], c.work, &ONE,
2865  *             &c.syn0_ngrams[row2], &ONE)
2866  */
2867     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->ngrams_lockf[((__pyx_v_subwords_index[__pyx_v_d]) % __pyx_v_c->ngrams_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_ngrams[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
2868   }
2869 
2870   /* "gensim/models/fasttext_inner.pyx":147
2871  *
2872  *
2873  * cdef void fasttext_fast_sentence_sg_hs(FastTextConfig *c, int i, int j) nogil:             # <<<<<<<<<<<<<<
2874  *     """Perform skipgram training with hierarchical sampling.
2875  *
2876  */
2877 
2878   /* function exit code */
2879 }
2880 
2881 /* "gensim/models/fasttext_inner.pyx":223
2882  *
2883  *
2884  * cdef void fasttext_fast_sentence_cbow_neg(FastTextConfig *c, int i, int j, int k) nogil:             # <<<<<<<<<<<<<<
2885  *     """Perform CBOW training with negative sampling.
2886  *
2887  */
2888 
__pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_neg(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig * __pyx_v_c,int __pyx_v_i,int __pyx_v_j,int __pyx_v_k)2889 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_neg(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *__pyx_v_c, int __pyx_v_i, int __pyx_v_j, int __pyx_v_k) {
2890   PY_LONG_LONG __pyx_v_row2;
2891   unsigned PY_LONG_LONG __pyx_v_modulo;
2892   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f;
2893   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_g;
2894   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_count;
2895   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_inv_count;
2896   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_label;
2897   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f_dot;
2898   __pyx_t_5numpy_uint32_t __pyx_v_target_index;
2899   __pyx_t_5numpy_uint32_t __pyx_v_word_index;
2900   int __pyx_v_d;
2901   int __pyx_v_m;
2902   int __pyx_t_1;
2903   int __pyx_t_2;
2904   int __pyx_t_3;
2905   int __pyx_t_4;
2906   int __pyx_t_5;
2907   int __pyx_t_6;
2908   int __pyx_t_7;
2909   long __pyx_t_8;
2910   long __pyx_t_9;
2911 
2912   /* "gensim/models/fasttext_inner.pyx":244
2913  *
2914  *     cdef long long row2
2915  *     cdef unsigned long long modulo = 281474976710655ULL             # <<<<<<<<<<<<<<
2916  *     cdef REAL_t f, g, count, inv_count = 1.0, label, f_dot
2917  *     cdef np.uint32_t target_index, word_index
2918  */
2919   __pyx_v_modulo = 281474976710655ULL;
2920 
2921   /* "gensim/models/fasttext_inner.pyx":245
2922  *     cdef long long row2
2923  *     cdef unsigned long long modulo = 281474976710655ULL
2924  *     cdef REAL_t f, g, count, inv_count = 1.0, label, f_dot             # <<<<<<<<<<<<<<
2925  *     cdef np.uint32_t target_index, word_index
2926  *     cdef int d, m
2927  */
2928   __pyx_v_inv_count = 1.0;
2929 
2930   /* "gensim/models/fasttext_inner.pyx":249
2931  *     cdef int d, m
2932  *
2933  *     word_index = c.indexes[i]             # <<<<<<<<<<<<<<
2934  *
2935  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2936  */
2937   __pyx_v_word_index = (__pyx_v_c->indexes[__pyx_v_i]);
2938 
2939   /* "gensim/models/fasttext_inner.pyx":251
2940  *     word_index = c.indexes[i]
2941  *
2942  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
2943  *     count = <REAL_t>0.0
2944  *     for m in range(j, k):
2945  */
2946   (void)(memset(__pyx_v_c->neu1, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
2947 
2948   /* "gensim/models/fasttext_inner.pyx":252
2949  *
2950  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2951  *     count = <REAL_t>0.0             # <<<<<<<<<<<<<<
2952  *     for m in range(j, k):
2953  *         if m == i:
2954  */
2955   __pyx_v_count = ((__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)0.0);
2956 
2957   /* "gensim/models/fasttext_inner.pyx":253
2958  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
2959  *     count = <REAL_t>0.0
2960  *     for m in range(j, k):             # <<<<<<<<<<<<<<
2961  *         if m == i:
2962  *             continue
2963  */
2964   __pyx_t_1 = __pyx_v_k;
2965   __pyx_t_2 = __pyx_t_1;
2966   for (__pyx_t_3 = __pyx_v_j; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
2967     __pyx_v_m = __pyx_t_3;
2968 
2969     /* "gensim/models/fasttext_inner.pyx":254
2970  *     count = <REAL_t>0.0
2971  *     for m in range(j, k):
2972  *         if m == i:             # <<<<<<<<<<<<<<
2973  *             continue
2974  *         count += ONEF
2975  */
2976     __pyx_t_4 = ((__pyx_v_m == __pyx_v_i) != 0);
2977     if (__pyx_t_4) {
2978 
2979       /* "gensim/models/fasttext_inner.pyx":255
2980  *     for m in range(j, k):
2981  *         if m == i:
2982  *             continue             # <<<<<<<<<<<<<<
2983  *         count += ONEF
2984  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
2985  */
2986       goto __pyx_L3_continue;
2987 
2988       /* "gensim/models/fasttext_inner.pyx":254
2989  *     count = <REAL_t>0.0
2990  *     for m in range(j, k):
2991  *         if m == i:             # <<<<<<<<<<<<<<
2992  *             continue
2993  *         count += ONEF
2994  */
2995     }
2996 
2997     /* "gensim/models/fasttext_inner.pyx":256
2998  *         if m == i:
2999  *             continue
3000  *         count += ONEF             # <<<<<<<<<<<<<<
3001  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3002  *         for d in range(c.subwords_idx_len[m]):
3003  */
3004     __pyx_v_count = (__pyx_v_count + __pyx_v_6gensim_6models_14fasttext_inner_ONEF);
3005 
3006     /* "gensim/models/fasttext_inner.pyx":257
3007  *             continue
3008  *         count += ONEF
3009  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
3010  *         for d in range(c.subwords_idx_len[m]):
3011  *             count += ONEF
3012  */
3013     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_6gensim_6models_14fasttext_inner_ONEF), (&(__pyx_v_c->syn0_vocab[((__pyx_v_c->indexes[__pyx_v_m]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3014 
3015     /* "gensim/models/fasttext_inner.pyx":258
3016  *         count += ONEF
3017  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3018  *         for d in range(c.subwords_idx_len[m]):             # <<<<<<<<<<<<<<
3019  *             count += ONEF
3020  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3021  */
3022     __pyx_t_5 = (__pyx_v_c->subwords_idx_len[__pyx_v_m]);
3023     __pyx_t_6 = __pyx_t_5;
3024     for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
3025       __pyx_v_d = __pyx_t_7;
3026 
3027       /* "gensim/models/fasttext_inner.pyx":259
3028  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3029  *         for d in range(c.subwords_idx_len[m]):
3030  *             count += ONEF             # <<<<<<<<<<<<<<
3031  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3032  *
3033  */
3034       __pyx_v_count = (__pyx_v_count + __pyx_v_6gensim_6models_14fasttext_inner_ONEF);
3035 
3036       /* "gensim/models/fasttext_inner.pyx":260
3037  *         for d in range(c.subwords_idx_len[m]):
3038  *             count += ONEF
3039  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
3040  *
3041  *     if count > (<REAL_t>0.5):
3042  */
3043       __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_6gensim_6models_14fasttext_inner_ONEF), (&(__pyx_v_c->syn0_ngrams[(((__pyx_v_c->subwords_idx[__pyx_v_m])[__pyx_v_d]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3044     }
3045     __pyx_L3_continue:;
3046   }
3047 
3048   /* "gensim/models/fasttext_inner.pyx":262
3049  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3050  *
3051  *     if count > (<REAL_t>0.5):             # <<<<<<<<<<<<<<
3052  *         inv_count = ONEF / count
3053  *     if c.cbow_mean:
3054  */
3055   __pyx_t_4 = ((__pyx_v_count > ((__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)0.5)) != 0);
3056   if (__pyx_t_4) {
3057 
3058     /* "gensim/models/fasttext_inner.pyx":263
3059  *
3060  *     if count > (<REAL_t>0.5):
3061  *         inv_count = ONEF / count             # <<<<<<<<<<<<<<
3062  *     if c.cbow_mean:
3063  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3064  */
3065     __pyx_v_inv_count = (__pyx_v_6gensim_6models_14fasttext_inner_ONEF / __pyx_v_count);
3066 
3067     /* "gensim/models/fasttext_inner.pyx":262
3068  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3069  *
3070  *     if count > (<REAL_t>0.5):             # <<<<<<<<<<<<<<
3071  *         inv_count = ONEF / count
3072  *     if c.cbow_mean:
3073  */
3074   }
3075 
3076   /* "gensim/models/fasttext_inner.pyx":264
3077  *     if count > (<REAL_t>0.5):
3078  *         inv_count = ONEF / count
3079  *     if c.cbow_mean:             # <<<<<<<<<<<<<<
3080  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3081  *
3082  */
3083   __pyx_t_4 = (__pyx_v_c->cbow_mean != 0);
3084   if (__pyx_t_4) {
3085 
3086     /* "gensim/models/fasttext_inner.pyx":265
3087  *         inv_count = ONEF / count
3088  *     if c.cbow_mean:
3089  *         sscal(&c.size, &inv_count, c.neu1, &ONE)             # <<<<<<<<<<<<<<
3090  *
3091  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
3092  */
3093     __pyx_v_6gensim_6models_14word2vec_inner_sscal((&__pyx_v_c->size), (&__pyx_v_inv_count), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3094 
3095     /* "gensim/models/fasttext_inner.pyx":264
3096  *     if count > (<REAL_t>0.5):
3097  *         inv_count = ONEF / count
3098  *     if c.cbow_mean:             # <<<<<<<<<<<<<<
3099  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3100  *
3101  */
3102   }
3103 
3104   /* "gensim/models/fasttext_inner.pyx":267
3105  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3106  *
3107  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
3108  *
3109  *     for d in range(c.negative+1):
3110  */
3111   (void)(memset(__pyx_v_c->work, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
3112 
3113   /* "gensim/models/fasttext_inner.pyx":269
3114  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
3115  *
3116  *     for d in range(c.negative+1):             # <<<<<<<<<<<<<<
3117  *         if d == 0:
3118  *             target_index = word_index
3119  */
3120   __pyx_t_8 = (__pyx_v_c->negative + 1);
3121   __pyx_t_9 = __pyx_t_8;
3122   for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_9; __pyx_t_1+=1) {
3123     __pyx_v_d = __pyx_t_1;
3124 
3125     /* "gensim/models/fasttext_inner.pyx":270
3126  *
3127  *     for d in range(c.negative+1):
3128  *         if d == 0:             # <<<<<<<<<<<<<<
3129  *             target_index = word_index
3130  *             label = ONEF
3131  */
3132     __pyx_t_4 = ((__pyx_v_d == 0) != 0);
3133     if (__pyx_t_4) {
3134 
3135       /* "gensim/models/fasttext_inner.pyx":271
3136  *     for d in range(c.negative+1):
3137  *         if d == 0:
3138  *             target_index = word_index             # <<<<<<<<<<<<<<
3139  *             label = ONEF
3140  *         else:
3141  */
3142       __pyx_v_target_index = __pyx_v_word_index;
3143 
3144       /* "gensim/models/fasttext_inner.pyx":272
3145  *         if d == 0:
3146  *             target_index = word_index
3147  *             label = ONEF             # <<<<<<<<<<<<<<
3148  *         else:
3149  *             target_index = bisect_left(c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
3150  */
3151       __pyx_v_label = __pyx_v_6gensim_6models_14fasttext_inner_ONEF;
3152 
3153       /* "gensim/models/fasttext_inner.pyx":270
3154  *
3155  *     for d in range(c.negative+1):
3156  *         if d == 0:             # <<<<<<<<<<<<<<
3157  *             target_index = word_index
3158  *             label = ONEF
3159  */
3160       goto __pyx_L12;
3161     }
3162 
3163     /* "gensim/models/fasttext_inner.pyx":274
3164  *             label = ONEF
3165  *         else:
3166  *             target_index = bisect_left(c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)             # <<<<<<<<<<<<<<
3167  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
3168  *             if target_index == word_index:
3169  */
3170     /*else*/ {
3171       __pyx_v_target_index = __pyx_f_6gensim_6models_14word2vec_inner_bisect_left(__pyx_v_c->cum_table, ((__pyx_v_c->next_random >> 16) % (__pyx_v_c->cum_table[(__pyx_v_c->cum_table_len - 1)])), 0, __pyx_v_c->cum_table_len);
3172 
3173       /* "gensim/models/fasttext_inner.pyx":275
3174  *         else:
3175  *             target_index = bisect_left(c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
3176  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo             # <<<<<<<<<<<<<<
3177  *             if target_index == word_index:
3178  *                 continue
3179  */
3180       __pyx_v_c->next_random = (((__pyx_v_c->next_random * ((unsigned PY_LONG_LONG)25214903917ULL)) + 11) & __pyx_v_modulo);
3181 
3182       /* "gensim/models/fasttext_inner.pyx":276
3183  *             target_index = bisect_left(c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
3184  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
3185  *             if target_index == word_index:             # <<<<<<<<<<<<<<
3186  *                 continue
3187  *             label = <REAL_t>0.0
3188  */
3189       __pyx_t_4 = ((__pyx_v_target_index == __pyx_v_word_index) != 0);
3190       if (__pyx_t_4) {
3191 
3192         /* "gensim/models/fasttext_inner.pyx":277
3193  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
3194  *             if target_index == word_index:
3195  *                 continue             # <<<<<<<<<<<<<<
3196  *             label = <REAL_t>0.0
3197  *
3198  */
3199         goto __pyx_L10_continue;
3200 
3201         /* "gensim/models/fasttext_inner.pyx":276
3202  *             target_index = bisect_left(c.cum_table, (c.next_random >> 16) % c.cum_table[c.cum_table_len-1], 0, c.cum_table_len)
3203  *             c.next_random = (c.next_random * <unsigned long long>25214903917ULL + 11) & modulo
3204  *             if target_index == word_index:             # <<<<<<<<<<<<<<
3205  *                 continue
3206  *             label = <REAL_t>0.0
3207  */
3208       }
3209 
3210       /* "gensim/models/fasttext_inner.pyx":278
3211  *             if target_index == word_index:
3212  *                 continue
3213  *             label = <REAL_t>0.0             # <<<<<<<<<<<<<<
3214  *
3215  *         row2 = target_index * c.size
3216  */
3217       __pyx_v_label = ((__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)0.0);
3218     }
3219     __pyx_L12:;
3220 
3221     /* "gensim/models/fasttext_inner.pyx":280
3222  *             label = <REAL_t>0.0
3223  *
3224  *         row2 = target_index * c.size             # <<<<<<<<<<<<<<
3225  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3226  *         if f_dot <= -MAX_EXP:
3227  */
3228     __pyx_v_row2 = (__pyx_v_target_index * __pyx_v_c->size);
3229 
3230     /* "gensim/models/fasttext_inner.pyx":281
3231  *
3232  *         row2 = target_index * c.size
3233  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)             # <<<<<<<<<<<<<<
3234  *         if f_dot <= -MAX_EXP:
3235  *             f = 0.0
3236  */
3237     __pyx_v_f_dot = __pyx_v_6gensim_6models_14word2vec_inner_our_dot((&__pyx_v_c->size), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1neg[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3238 
3239     /* "gensim/models/fasttext_inner.pyx":282
3240  *         row2 = target_index * c.size
3241  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3242  *         if f_dot <= -MAX_EXP:             # <<<<<<<<<<<<<<
3243  *             f = 0.0
3244  *         elif f_dot >= MAX_EXP:
3245  */
3246     __pyx_t_4 = ((__pyx_v_f_dot <= -8.0) != 0);
3247     if (__pyx_t_4) {
3248 
3249       /* "gensim/models/fasttext_inner.pyx":283
3250  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3251  *         if f_dot <= -MAX_EXP:
3252  *             f = 0.0             # <<<<<<<<<<<<<<
3253  *         elif f_dot >= MAX_EXP:
3254  *             f = 1.0
3255  */
3256       __pyx_v_f = 0.0;
3257 
3258       /* "gensim/models/fasttext_inner.pyx":282
3259  *         row2 = target_index * c.size
3260  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3261  *         if f_dot <= -MAX_EXP:             # <<<<<<<<<<<<<<
3262  *             f = 0.0
3263  *         elif f_dot >= MAX_EXP:
3264  */
3265       goto __pyx_L14;
3266     }
3267 
3268     /* "gensim/models/fasttext_inner.pyx":284
3269  *         if f_dot <= -MAX_EXP:
3270  *             f = 0.0
3271  *         elif f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
3272  *             f = 1.0
3273  *         else:
3274  */
3275     __pyx_t_4 = ((__pyx_v_f_dot >= 8.0) != 0);
3276     if (__pyx_t_4) {
3277 
3278       /* "gensim/models/fasttext_inner.pyx":285
3279  *             f = 0.0
3280  *         elif f_dot >= MAX_EXP:
3281  *             f = 1.0             # <<<<<<<<<<<<<<
3282  *         else:
3283  *             f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
3284  */
3285       __pyx_v_f = 1.0;
3286 
3287       /* "gensim/models/fasttext_inner.pyx":284
3288  *         if f_dot <= -MAX_EXP:
3289  *             f = 0.0
3290  *         elif f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
3291  *             f = 1.0
3292  *         else:
3293  */
3294       goto __pyx_L14;
3295     }
3296 
3297     /* "gensim/models/fasttext_inner.pyx":287
3298  *             f = 1.0
3299  *         else:
3300  *             f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]             # <<<<<<<<<<<<<<
3301  *         g = (label - f) * c.alpha
3302  *
3303  */
3304     /*else*/ {
3305       __pyx_v_f = (__pyx_v_6gensim_6models_14fasttext_inner_EXP_TABLE[((int)((__pyx_v_f_dot + 8.0) * 32.0))]);
3306     }
3307     __pyx_L14:;
3308 
3309     /* "gensim/models/fasttext_inner.pyx":288
3310  *         else:
3311  *             f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
3312  *         g = (label - f) * c.alpha             # <<<<<<<<<<<<<<
3313  *
3314  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)
3315  */
3316     __pyx_v_g = ((__pyx_v_label - __pyx_v_f) * __pyx_v_c->alpha);
3317 
3318     /* "gensim/models/fasttext_inner.pyx":290
3319  *         g = (label - f) * c.alpha
3320  *
3321  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)             # <<<<<<<<<<<<<<
3322  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3323  *
3324  */
3325     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), (&(__pyx_v_c->syn1neg[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3326 
3327     /* "gensim/models/fasttext_inner.pyx":291
3328  *
3329  *         our_saxpy(&c.size, &g, &c.syn1neg[row2], &ONE, c.work, &ONE)
3330  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)             # <<<<<<<<<<<<<<
3331  *
3332  *     if not c.cbow_mean:  # divide error over summed window vectors
3333  */
3334     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1neg[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3335     __pyx_L10_continue:;
3336   }
3337 
3338   /* "gensim/models/fasttext_inner.pyx":293
3339  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3340  *
3341  *     if not c.cbow_mean:  # divide error over summed window vectors             # <<<<<<<<<<<<<<
3342  *         sscal(&c.size, &inv_count, c.work, &ONE)
3343  *
3344  */
3345   __pyx_t_4 = ((!(__pyx_v_c->cbow_mean != 0)) != 0);
3346   if (__pyx_t_4) {
3347 
3348     /* "gensim/models/fasttext_inner.pyx":294
3349  *
3350  *     if not c.cbow_mean:  # divide error over summed window vectors
3351  *         sscal(&c.size, &inv_count, c.work, &ONE)             # <<<<<<<<<<<<<<
3352  *
3353  *     for m in range(j,k):
3354  */
3355     __pyx_v_6gensim_6models_14word2vec_inner_sscal((&__pyx_v_c->size), (&__pyx_v_inv_count), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3356 
3357     /* "gensim/models/fasttext_inner.pyx":293
3358  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1neg[row2], &ONE)
3359  *
3360  *     if not c.cbow_mean:  # divide error over summed window vectors             # <<<<<<<<<<<<<<
3361  *         sscal(&c.size, &inv_count, c.work, &ONE)
3362  *
3363  */
3364   }
3365 
3366   /* "gensim/models/fasttext_inner.pyx":296
3367  *         sscal(&c.size, &inv_count, c.work, &ONE)
3368  *
3369  *     for m in range(j,k):             # <<<<<<<<<<<<<<
3370  *         if m == i:
3371  *             continue
3372  */
3373   __pyx_t_1 = __pyx_v_k;
3374   __pyx_t_2 = __pyx_t_1;
3375   for (__pyx_t_3 = __pyx_v_j; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
3376     __pyx_v_m = __pyx_t_3;
3377 
3378     /* "gensim/models/fasttext_inner.pyx":297
3379  *
3380  *     for m in range(j,k):
3381  *         if m == i:             # <<<<<<<<<<<<<<
3382  *             continue
3383  *         our_saxpy(
3384  */
3385     __pyx_t_4 = ((__pyx_v_m == __pyx_v_i) != 0);
3386     if (__pyx_t_4) {
3387 
3388       /* "gensim/models/fasttext_inner.pyx":298
3389  *     for m in range(j,k):
3390  *         if m == i:
3391  *             continue             # <<<<<<<<<<<<<<
3392  *         our_saxpy(
3393  *             &c.size, &c.vocab_lockf[c.indexes[m] % c.vocab_lockf_len], c.work, &ONE,
3394  */
3395       goto __pyx_L16_continue;
3396 
3397       /* "gensim/models/fasttext_inner.pyx":297
3398  *
3399  *     for m in range(j,k):
3400  *         if m == i:             # <<<<<<<<<<<<<<
3401  *             continue
3402  *         our_saxpy(
3403  */
3404     }
3405 
3406     /* "gensim/models/fasttext_inner.pyx":299
3407  *         if m == i:
3408  *             continue
3409  *         our_saxpy(             # <<<<<<<<<<<<<<
3410  *             &c.size, &c.vocab_lockf[c.indexes[m] % c.vocab_lockf_len], c.work, &ONE,
3411  *             &c.syn0_vocab[c.indexes[m]*c.size], &ONE)
3412  */
3413     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->vocab_lockf[((__pyx_v_c->indexes[__pyx_v_m]) % __pyx_v_c->vocab_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_vocab[((__pyx_v_c->indexes[__pyx_v_m]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3414 
3415     /* "gensim/models/fasttext_inner.pyx":302
3416  *             &c.size, &c.vocab_lockf[c.indexes[m] % c.vocab_lockf_len], c.work, &ONE,
3417  *             &c.syn0_vocab[c.indexes[m]*c.size], &ONE)
3418  *         for d in range(c.subwords_idx_len[m]):             # <<<<<<<<<<<<<<
3419  *             our_saxpy(
3420  *                 &c.size, &c.ngrams_lockf[c.subwords_idx[m][d] % c.ngrams_lockf_len], c.work, &ONE,
3421  */
3422     __pyx_t_5 = (__pyx_v_c->subwords_idx_len[__pyx_v_m]);
3423     __pyx_t_6 = __pyx_t_5;
3424     for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
3425       __pyx_v_d = __pyx_t_7;
3426 
3427       /* "gensim/models/fasttext_inner.pyx":303
3428  *             &c.syn0_vocab[c.indexes[m]*c.size], &ONE)
3429  *         for d in range(c.subwords_idx_len[m]):
3430  *             our_saxpy(             # <<<<<<<<<<<<<<
3431  *                 &c.size, &c.ngrams_lockf[c.subwords_idx[m][d] % c.ngrams_lockf_len], c.work, &ONE,
3432  *                 &c.syn0_ngrams[c.subwords_idx[m][d]*c.size], &ONE)
3433  */
3434       __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->ngrams_lockf[(((__pyx_v_c->subwords_idx[__pyx_v_m])[__pyx_v_d]) % __pyx_v_c->ngrams_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_ngrams[(((__pyx_v_c->subwords_idx[__pyx_v_m])[__pyx_v_d]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3435     }
3436     __pyx_L16_continue:;
3437   }
3438 
3439   /* "gensim/models/fasttext_inner.pyx":223
3440  *
3441  *
3442  * cdef void fasttext_fast_sentence_cbow_neg(FastTextConfig *c, int i, int j, int k) nogil:             # <<<<<<<<<<<<<<
3443  *     """Perform CBOW training with negative sampling.
3444  *
3445  */
3446 
3447   /* function exit code */
3448 }
3449 
3450 /* "gensim/models/fasttext_inner.pyx":308
3451  *
3452  *
3453  * cdef void fasttext_fast_sentence_cbow_hs(FastTextConfig *c, int i, int j, int k) nogil:             # <<<<<<<<<<<<<<
3454  *     """Perform CBOW training with hierarchical sampling.
3455  *
3456  */
3457 
__pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_hs(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig * __pyx_v_c,int __pyx_v_i,int __pyx_v_j,int __pyx_v_k)3458 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_hs(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *__pyx_v_c, int __pyx_v_i, int __pyx_v_j, int __pyx_v_k) {
3459   __pyx_t_5numpy_uint32_t *__pyx_v_word_point;
3460   __pyx_t_5numpy_uint8_t *__pyx_v_word_code;
3461   PY_LONG_LONG __pyx_v_b;
3462   PY_LONG_LONG __pyx_v_row2;
3463   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f;
3464   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_g;
3465   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_count;
3466   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_inv_count;
3467   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_v_f_dot;
3468   int __pyx_v_m;
3469   int __pyx_v_d;
3470   int __pyx_t_1;
3471   int __pyx_t_2;
3472   int __pyx_t_3;
3473   int __pyx_t_4;
3474   int __pyx_t_5;
3475   int __pyx_t_6;
3476   int __pyx_t_7;
3477   PY_LONG_LONG __pyx_t_8;
3478   int __pyx_t_9;
3479 
3480   /* "gensim/models/fasttext_inner.pyx":325
3481  *
3482  *     cdef:
3483  *         np.uint32_t *word_point = c.points[i]             # <<<<<<<<<<<<<<
3484  *         np.uint8_t *word_code = c.codes[i]
3485  *
3486  */
3487   __pyx_v_word_point = (__pyx_v_c->points[__pyx_v_i]);
3488 
3489   /* "gensim/models/fasttext_inner.pyx":326
3490  *     cdef:
3491  *         np.uint32_t *word_point = c.points[i]
3492  *         np.uint8_t *word_code = c.codes[i]             # <<<<<<<<<<<<<<
3493  *
3494  *     cdef long long b
3495  */
3496   __pyx_v_word_code = (__pyx_v_c->codes[__pyx_v_i]);
3497 
3498   /* "gensim/models/fasttext_inner.pyx":330
3499  *     cdef long long b
3500  *     cdef long long row2
3501  *     cdef REAL_t f, g, count, inv_count = 1.0, f_dot             # <<<<<<<<<<<<<<
3502  *     cdef int m
3503  *
3504  */
3505   __pyx_v_inv_count = 1.0;
3506 
3507   /* "gensim/models/fasttext_inner.pyx":333
3508  *     cdef int m
3509  *
3510  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
3511  *     count = <REAL_t>0.0
3512  *     for m in range(j, k):
3513  */
3514   (void)(memset(__pyx_v_c->neu1, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
3515 
3516   /* "gensim/models/fasttext_inner.pyx":334
3517  *
3518  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
3519  *     count = <REAL_t>0.0             # <<<<<<<<<<<<<<
3520  *     for m in range(j, k):
3521  *         if m == i:
3522  */
3523   __pyx_v_count = ((__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)0.0);
3524 
3525   /* "gensim/models/fasttext_inner.pyx":335
3526  *     memset(c.neu1, 0, c.size * cython.sizeof(REAL_t))
3527  *     count = <REAL_t>0.0
3528  *     for m in range(j, k):             # <<<<<<<<<<<<<<
3529  *         if m == i:
3530  *             continue
3531  */
3532   __pyx_t_1 = __pyx_v_k;
3533   __pyx_t_2 = __pyx_t_1;
3534   for (__pyx_t_3 = __pyx_v_j; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
3535     __pyx_v_m = __pyx_t_3;
3536 
3537     /* "gensim/models/fasttext_inner.pyx":336
3538  *     count = <REAL_t>0.0
3539  *     for m in range(j, k):
3540  *         if m == i:             # <<<<<<<<<<<<<<
3541  *             continue
3542  *         count += ONEF
3543  */
3544     __pyx_t_4 = ((__pyx_v_m == __pyx_v_i) != 0);
3545     if (__pyx_t_4) {
3546 
3547       /* "gensim/models/fasttext_inner.pyx":337
3548  *     for m in range(j, k):
3549  *         if m == i:
3550  *             continue             # <<<<<<<<<<<<<<
3551  *         count += ONEF
3552  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3553  */
3554       goto __pyx_L3_continue;
3555 
3556       /* "gensim/models/fasttext_inner.pyx":336
3557  *     count = <REAL_t>0.0
3558  *     for m in range(j, k):
3559  *         if m == i:             # <<<<<<<<<<<<<<
3560  *             continue
3561  *         count += ONEF
3562  */
3563     }
3564 
3565     /* "gensim/models/fasttext_inner.pyx":338
3566  *         if m == i:
3567  *             continue
3568  *         count += ONEF             # <<<<<<<<<<<<<<
3569  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3570  *         for d in range(c.subwords_idx_len[m]):
3571  */
3572     __pyx_v_count = (__pyx_v_count + __pyx_v_6gensim_6models_14fasttext_inner_ONEF);
3573 
3574     /* "gensim/models/fasttext_inner.pyx":339
3575  *             continue
3576  *         count += ONEF
3577  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
3578  *         for d in range(c.subwords_idx_len[m]):
3579  *             count += ONEF
3580  */
3581     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_6gensim_6models_14fasttext_inner_ONEF), (&(__pyx_v_c->syn0_vocab[((__pyx_v_c->indexes[__pyx_v_m]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3582 
3583     /* "gensim/models/fasttext_inner.pyx":340
3584  *         count += ONEF
3585  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3586  *         for d in range(c.subwords_idx_len[m]):             # <<<<<<<<<<<<<<
3587  *             count += ONEF
3588  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3589  */
3590     __pyx_t_5 = (__pyx_v_c->subwords_idx_len[__pyx_v_m]);
3591     __pyx_t_6 = __pyx_t_5;
3592     for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
3593       __pyx_v_d = __pyx_t_7;
3594 
3595       /* "gensim/models/fasttext_inner.pyx":341
3596  *         our_saxpy(&c.size, &ONEF, &c.syn0_vocab[c.indexes[m] * c.size], &ONE, c.neu1, &ONE)
3597  *         for d in range(c.subwords_idx_len[m]):
3598  *             count += ONEF             # <<<<<<<<<<<<<<
3599  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3600  *     if count > (<REAL_t>0.5):
3601  */
3602       __pyx_v_count = (__pyx_v_count + __pyx_v_6gensim_6models_14fasttext_inner_ONEF);
3603 
3604       /* "gensim/models/fasttext_inner.pyx":342
3605  *         for d in range(c.subwords_idx_len[m]):
3606  *             count += ONEF
3607  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)             # <<<<<<<<<<<<<<
3608  *     if count > (<REAL_t>0.5):
3609  *         inv_count = ONEF / count
3610  */
3611       __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_6gensim_6models_14fasttext_inner_ONEF), (&(__pyx_v_c->syn0_ngrams[(((__pyx_v_c->subwords_idx[__pyx_v_m])[__pyx_v_d]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3612     }
3613     __pyx_L3_continue:;
3614   }
3615 
3616   /* "gensim/models/fasttext_inner.pyx":343
3617  *             count += ONEF
3618  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3619  *     if count > (<REAL_t>0.5):             # <<<<<<<<<<<<<<
3620  *         inv_count = ONEF / count
3621  *     if c.cbow_mean:
3622  */
3623   __pyx_t_4 = ((__pyx_v_count > ((__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)0.5)) != 0);
3624   if (__pyx_t_4) {
3625 
3626     /* "gensim/models/fasttext_inner.pyx":344
3627  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3628  *     if count > (<REAL_t>0.5):
3629  *         inv_count = ONEF / count             # <<<<<<<<<<<<<<
3630  *     if c.cbow_mean:
3631  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3632  */
3633     __pyx_v_inv_count = (__pyx_v_6gensim_6models_14fasttext_inner_ONEF / __pyx_v_count);
3634 
3635     /* "gensim/models/fasttext_inner.pyx":343
3636  *             count += ONEF
3637  *             our_saxpy(&c.size, &ONEF, &c.syn0_ngrams[c.subwords_idx[m][d] * c.size], &ONE, c.neu1, &ONE)
3638  *     if count > (<REAL_t>0.5):             # <<<<<<<<<<<<<<
3639  *         inv_count = ONEF / count
3640  *     if c.cbow_mean:
3641  */
3642   }
3643 
3644   /* "gensim/models/fasttext_inner.pyx":345
3645  *     if count > (<REAL_t>0.5):
3646  *         inv_count = ONEF / count
3647  *     if c.cbow_mean:             # <<<<<<<<<<<<<<
3648  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3649  *
3650  */
3651   __pyx_t_4 = (__pyx_v_c->cbow_mean != 0);
3652   if (__pyx_t_4) {
3653 
3654     /* "gensim/models/fasttext_inner.pyx":346
3655  *         inv_count = ONEF / count
3656  *     if c.cbow_mean:
3657  *         sscal(&c.size, &inv_count, c.neu1, &ONE)             # <<<<<<<<<<<<<<
3658  *
3659  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
3660  */
3661     __pyx_v_6gensim_6models_14word2vec_inner_sscal((&__pyx_v_c->size), (&__pyx_v_inv_count), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3662 
3663     /* "gensim/models/fasttext_inner.pyx":345
3664  *     if count > (<REAL_t>0.5):
3665  *         inv_count = ONEF / count
3666  *     if c.cbow_mean:             # <<<<<<<<<<<<<<
3667  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3668  *
3669  */
3670   }
3671 
3672   /* "gensim/models/fasttext_inner.pyx":348
3673  *         sscal(&c.size, &inv_count, c.neu1, &ONE)
3674  *
3675  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))             # <<<<<<<<<<<<<<
3676  *     for b in range(c.codelens[i]):
3677  *         row2 = word_point[b] * c.size
3678  */
3679   (void)(memset(__pyx_v_c->work, 0, (__pyx_v_c->size * (sizeof(__pyx_t_6gensim_6models_14word2vec_inner_REAL_t)))));
3680 
3681   /* "gensim/models/fasttext_inner.pyx":349
3682  *
3683  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
3684  *     for b in range(c.codelens[i]):             # <<<<<<<<<<<<<<
3685  *         row2 = word_point[b] * c.size
3686  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
3687  */
3688   __pyx_t_1 = (__pyx_v_c->codelens[__pyx_v_i]);
3689   __pyx_t_2 = __pyx_t_1;
3690   for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_2; __pyx_t_8+=1) {
3691     __pyx_v_b = __pyx_t_8;
3692 
3693     /* "gensim/models/fasttext_inner.pyx":350
3694  *     memset(c.work, 0, c.size * cython.sizeof(REAL_t))
3695  *     for b in range(c.codelens[i]):
3696  *         row2 = word_point[b] * c.size             # <<<<<<<<<<<<<<
3697  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
3698  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
3699  */
3700     __pyx_v_row2 = ((__pyx_v_word_point[__pyx_v_b]) * __pyx_v_c->size);
3701 
3702     /* "gensim/models/fasttext_inner.pyx":351
3703  *     for b in range(c.codelens[i]):
3704  *         row2 = word_point[b] * c.size
3705  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)             # <<<<<<<<<<<<<<
3706  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
3707  *             continue
3708  */
3709     __pyx_v_f_dot = __pyx_v_6gensim_6models_14word2vec_inner_our_dot((&__pyx_v_c->size), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3710 
3711     /* "gensim/models/fasttext_inner.pyx":352
3712  *         row2 = word_point[b] * c.size
3713  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
3714  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
3715  *             continue
3716  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
3717  */
3718     __pyx_t_9 = ((__pyx_v_f_dot <= -8.0) != 0);
3719     if (!__pyx_t_9) {
3720     } else {
3721       __pyx_t_4 = __pyx_t_9;
3722       goto __pyx_L13_bool_binop_done;
3723     }
3724     __pyx_t_9 = ((__pyx_v_f_dot >= 8.0) != 0);
3725     __pyx_t_4 = __pyx_t_9;
3726     __pyx_L13_bool_binop_done:;
3727     if (__pyx_t_4) {
3728 
3729       /* "gensim/models/fasttext_inner.pyx":353
3730  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
3731  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
3732  *             continue             # <<<<<<<<<<<<<<
3733  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
3734  *         g = (1 - word_code[b] - f) * c.alpha
3735  */
3736       goto __pyx_L10_continue;
3737 
3738       /* "gensim/models/fasttext_inner.pyx":352
3739  *         row2 = word_point[b] * c.size
3740  *         f_dot = our_dot(&c.size, c.neu1, &ONE, &c.syn1[row2], &ONE)
3741  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:             # <<<<<<<<<<<<<<
3742  *             continue
3743  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
3744  */
3745     }
3746 
3747     /* "gensim/models/fasttext_inner.pyx":354
3748  *         if f_dot <= -MAX_EXP or f_dot >= MAX_EXP:
3749  *             continue
3750  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]             # <<<<<<<<<<<<<<
3751  *         g = (1 - word_code[b] - f) * c.alpha
3752  *
3753  */
3754     __pyx_v_f = (__pyx_v_6gensim_6models_14fasttext_inner_EXP_TABLE[((int)((__pyx_v_f_dot + 8.0) * 32.0))]);
3755 
3756     /* "gensim/models/fasttext_inner.pyx":355
3757  *             continue
3758  *         f = EXP_TABLE[<int>((f_dot + MAX_EXP) * (EXP_TABLE_SIZE / MAX_EXP / 2))]
3759  *         g = (1 - word_code[b] - f) * c.alpha             # <<<<<<<<<<<<<<
3760  *
3761  *         our_saxpy(&c.size, &g, &c.syn1[row2], &ONE, c.work, &ONE)
3762  */
3763     __pyx_v_g = (((1 - (__pyx_v_word_code[__pyx_v_b])) - __pyx_v_f) * __pyx_v_c->alpha);
3764 
3765     /* "gensim/models/fasttext_inner.pyx":357
3766  *         g = (1 - word_code[b] - f) * c.alpha
3767  *
3768  *         our_saxpy(&c.size, &g, &c.syn1[row2], &ONE, c.work, &ONE)             # <<<<<<<<<<<<<<
3769  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)
3770  *
3771  */
3772     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), (&(__pyx_v_c->syn1[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3773 
3774     /* "gensim/models/fasttext_inner.pyx":358
3775  *
3776  *         our_saxpy(&c.size, &g, &c.syn1[row2], &ONE, c.work, &ONE)
3777  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)             # <<<<<<<<<<<<<<
3778  *
3779  *     if not c.cbow_mean:  # divide error over summed window vectors
3780  */
3781     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&__pyx_v_g), __pyx_v_c->neu1, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn1[__pyx_v_row2])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3782     __pyx_L10_continue:;
3783   }
3784 
3785   /* "gensim/models/fasttext_inner.pyx":360
3786  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)
3787  *
3788  *     if not c.cbow_mean:  # divide error over summed window vectors             # <<<<<<<<<<<<<<
3789  *         sscal(&c.size, &inv_count, c.work, &ONE)
3790  *
3791  */
3792   __pyx_t_4 = ((!(__pyx_v_c->cbow_mean != 0)) != 0);
3793   if (__pyx_t_4) {
3794 
3795     /* "gensim/models/fasttext_inner.pyx":361
3796  *
3797  *     if not c.cbow_mean:  # divide error over summed window vectors
3798  *         sscal(&c.size, &inv_count, c.work, &ONE)             # <<<<<<<<<<<<<<
3799  *
3800  *     for m in range(j,k):
3801  */
3802     __pyx_v_6gensim_6models_14word2vec_inner_sscal((&__pyx_v_c->size), (&__pyx_v_inv_count), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3803 
3804     /* "gensim/models/fasttext_inner.pyx":360
3805  *         our_saxpy(&c.size, &g, c.neu1, &ONE, &c.syn1[row2], &ONE)
3806  *
3807  *     if not c.cbow_mean:  # divide error over summed window vectors             # <<<<<<<<<<<<<<
3808  *         sscal(&c.size, &inv_count, c.work, &ONE)
3809  *
3810  */
3811   }
3812 
3813   /* "gensim/models/fasttext_inner.pyx":363
3814  *         sscal(&c.size, &inv_count, c.work, &ONE)
3815  *
3816  *     for m in range(j,k):             # <<<<<<<<<<<<<<
3817  *         if m == i:
3818  *             continue
3819  */
3820   __pyx_t_1 = __pyx_v_k;
3821   __pyx_t_2 = __pyx_t_1;
3822   for (__pyx_t_3 = __pyx_v_j; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
3823     __pyx_v_m = __pyx_t_3;
3824 
3825     /* "gensim/models/fasttext_inner.pyx":364
3826  *
3827  *     for m in range(j,k):
3828  *         if m == i:             # <<<<<<<<<<<<<<
3829  *             continue
3830  *         our_saxpy(
3831  */
3832     __pyx_t_4 = ((__pyx_v_m == __pyx_v_i) != 0);
3833     if (__pyx_t_4) {
3834 
3835       /* "gensim/models/fasttext_inner.pyx":365
3836  *     for m in range(j,k):
3837  *         if m == i:
3838  *             continue             # <<<<<<<<<<<<<<
3839  *         our_saxpy(
3840  *             &c.size, &c.vocab_lockf[c.indexes[m] % c.vocab_lockf_len], c.work, &ONE,
3841  */
3842       goto __pyx_L16_continue;
3843 
3844       /* "gensim/models/fasttext_inner.pyx":364
3845  *
3846  *     for m in range(j,k):
3847  *         if m == i:             # <<<<<<<<<<<<<<
3848  *             continue
3849  *         our_saxpy(
3850  */
3851     }
3852 
3853     /* "gensim/models/fasttext_inner.pyx":366
3854  *         if m == i:
3855  *             continue
3856  *         our_saxpy(             # <<<<<<<<<<<<<<
3857  *             &c.size, &c.vocab_lockf[c.indexes[m] % c.vocab_lockf_len], c.work, &ONE,
3858  *             &c.syn0_vocab[c.indexes[m]*c.size], &ONE)
3859  */
3860     __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->vocab_lockf[((__pyx_v_c->indexes[__pyx_v_m]) % __pyx_v_c->vocab_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_vocab[((__pyx_v_c->indexes[__pyx_v_m]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3861 
3862     /* "gensim/models/fasttext_inner.pyx":369
3863  *             &c.size, &c.vocab_lockf[c.indexes[m] % c.vocab_lockf_len], c.work, &ONE,
3864  *             &c.syn0_vocab[c.indexes[m]*c.size], &ONE)
3865  *         for d in range(c.subwords_idx_len[m]):             # <<<<<<<<<<<<<<
3866  *             our_saxpy(
3867  *                 &c.size, &c.ngrams_lockf[c.subwords_idx[m][d] % c.ngrams_lockf_len], c.work, &ONE,
3868  */
3869     __pyx_t_5 = (__pyx_v_c->subwords_idx_len[__pyx_v_m]);
3870     __pyx_t_6 = __pyx_t_5;
3871     for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
3872       __pyx_v_d = __pyx_t_7;
3873 
3874       /* "gensim/models/fasttext_inner.pyx":370
3875  *             &c.syn0_vocab[c.indexes[m]*c.size], &ONE)
3876  *         for d in range(c.subwords_idx_len[m]):
3877  *             our_saxpy(             # <<<<<<<<<<<<<<
3878  *                 &c.size, &c.ngrams_lockf[c.subwords_idx[m][d] % c.ngrams_lockf_len], c.work, &ONE,
3879  *                 &c.syn0_ngrams[c.subwords_idx[m][d]*c.size], &ONE)
3880  */
3881       __pyx_v_6gensim_6models_14word2vec_inner_our_saxpy((&__pyx_v_c->size), (&(__pyx_v_c->ngrams_lockf[(((__pyx_v_c->subwords_idx[__pyx_v_m])[__pyx_v_d]) % __pyx_v_c->ngrams_lockf_len)])), __pyx_v_c->work, (&__pyx_v_6gensim_6models_14fasttext_inner_ONE), (&(__pyx_v_c->syn0_ngrams[(((__pyx_v_c->subwords_idx[__pyx_v_m])[__pyx_v_d]) * __pyx_v_c->size)])), (&__pyx_v_6gensim_6models_14fasttext_inner_ONE));
3882     }
3883     __pyx_L16_continue:;
3884   }
3885 
3886   /* "gensim/models/fasttext_inner.pyx":308
3887  *
3888  *
3889  * cdef void fasttext_fast_sentence_cbow_hs(FastTextConfig *c, int i, int j, int k) nogil:             # <<<<<<<<<<<<<<
3890  *     """Perform CBOW training with hierarchical sampling.
3891  *
3892  */
3893 
3894   /* function exit code */
3895 }
3896 
3897 /* "gensim/models/fasttext_inner.pyx":375
3898  *
3899  *
3900  * cdef void init_ft_config(FastTextConfig *c, model, alpha, _work, _neu1):             # <<<<<<<<<<<<<<
3901  *     """Load model parameters into a FastTextConfig struct.
3902  *
3903  */
3904 
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3906   __Pyx_RefNannyDeclarations
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3910   Py_ssize_t __pyx_t_4;
3911   __pyx_t_6gensim_6models_14word2vec_inner_REAL_t __pyx_t_5;
3912   int __pyx_t_6;
3913   int __pyx_t_7;
3914   PyObject *__pyx_t_8 = NULL;
3915   unsigned PY_LONG_LONG __pyx_t_9;
3916   int __pyx_lineno = 0;
3917   const char *__pyx_filename = NULL;
3918   int __pyx_clineno = 0;
3919   __Pyx_RefNannySetupContext("init_ft_config", 0);
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3922  *
3923  *     """
3924  *     c.sg = model.sg             # <<<<<<<<<<<<<<
3925  *     c.hs = model.hs
3926  *     c.negative = model.negative
3927  */
3928   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_sg); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 394, __pyx_L1_error)
3929   __Pyx_GOTREF(__pyx_t_1);
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3931   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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3933 
3934   /* "gensim/models/fasttext_inner.pyx":395
3935  *     """
3936  *     c.sg = model.sg
3937  *     c.hs = model.hs             # <<<<<<<<<<<<<<
3938  *     c.negative = model.negative
3939  *     c.sample = (model.sample != 0)
3940  */
3941   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_hs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 395, __pyx_L1_error)
3942   __Pyx_GOTREF(__pyx_t_1);
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3944   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
3945   __pyx_v_c->hs = __pyx_t_2;
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3947   /* "gensim/models/fasttext_inner.pyx":396
3948  *     c.sg = model.sg
3949  *     c.hs = model.hs
3950  *     c.negative = model.negative             # <<<<<<<<<<<<<<
3951  *     c.sample = (model.sample != 0)
3952  *     c.cbow_mean = model.cbow_mean
3953  */
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3958   __pyx_v_c->negative = __pyx_t_2;
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3960   /* "gensim/models/fasttext_inner.pyx":397
3961  *     c.hs = model.hs
3962  *     c.negative = model.negative
3963  *     c.sample = (model.sample != 0)             # <<<<<<<<<<<<<<
3964  *     c.cbow_mean = model.cbow_mean
3965  *     c.window = model.window
3966  */
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3971   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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3976   /* "gensim/models/fasttext_inner.pyx":398
3977  *     c.negative = model.negative
3978  *     c.sample = (model.sample != 0)
3979  *     c.cbow_mean = model.cbow_mean             # <<<<<<<<<<<<<<
3980  *     c.window = model.window
3981  *     c.workers = model.workers
3982  */
3983   __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_cbow_mean); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 398, __pyx_L1_error)
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3987   __pyx_v_c->cbow_mean = __pyx_t_2;
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3989   /* "gensim/models/fasttext_inner.pyx":399
3990  *     c.sample = (model.sample != 0)
3991  *     c.cbow_mean = model.cbow_mean
3992  *     c.window = model.window             # <<<<<<<<<<<<<<
3993  *     c.workers = model.workers
3994  *
3995  */
3996   __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_window); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 399, __pyx_L1_error)
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4000   __pyx_v_c->window = __pyx_t_2;
4001 
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4003  *     c.cbow_mean = model.cbow_mean
4004  *     c.window = model.window
4005  *     c.workers = model.workers             # <<<<<<<<<<<<<<
4006  *
4007  *     c.syn0_vocab = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_vocab))
4008  */
4009   __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_workers); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 400, __pyx_L1_error)
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4011   __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 400, __pyx_L1_error)
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4013   __pyx_v_c->workers = __pyx_t_2;
4014 
4015   /* "gensim/models/fasttext_inner.pyx":402
4016  *     c.workers = model.workers
4017  *
4018  *     c.syn0_vocab = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_vocab))             # <<<<<<<<<<<<<<
4019  *     c.syn0_ngrams = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_ngrams))
4020  *
4021  */
4022   __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_wv); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 402, __pyx_L1_error)
4023   __Pyx_GOTREF(__pyx_t_3);
4024   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_vectors_vocab); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 402, __pyx_L1_error)
4025   __Pyx_GOTREF(__pyx_t_1);
4026   __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
4027   if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 402, __pyx_L1_error)
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4029   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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4031   /* "gensim/models/fasttext_inner.pyx":403
4032  *
4033  *     c.syn0_vocab = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_vocab))
4034  *     c.syn0_ngrams = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_ngrams))             # <<<<<<<<<<<<<<
4035  *
4036  *     # EXPERIMENTAL lockf scaled suppression/enablement of training
4037  */
4038   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_wv); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 403, __pyx_L1_error)
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4041   __Pyx_GOTREF(__pyx_t_3);
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4043   if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 403, __pyx_L1_error)
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4045   __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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4048  *
4049  *     # EXPERIMENTAL lockf scaled suppression/enablement of training
4050  *     c.vocab_lockf = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_vocab_lockf))             # <<<<<<<<<<<<<<
4051  *     c.vocab_lockf_len = len(model.wv.vectors_vocab_lockf)
4052  *     c.ngrams_lockf = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_ngrams_lockf))
4053  */
4054   __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_wv); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 406, __pyx_L1_error)
4055   __Pyx_GOTREF(__pyx_t_3);
4056   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_vectors_vocab_lockf); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 406, __pyx_L1_error)
4057   __Pyx_GOTREF(__pyx_t_1);
4058   __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
4059   if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 406, __pyx_L1_error)
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4061   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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4063   /* "gensim/models/fasttext_inner.pyx":407
4064  *     # EXPERIMENTAL lockf scaled suppression/enablement of training
4065  *     c.vocab_lockf = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_vocab_lockf))
4066  *     c.vocab_lockf_len = len(model.wv.vectors_vocab_lockf)             # <<<<<<<<<<<<<<
4067  *     c.ngrams_lockf = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_ngrams_lockf))
4068  *     c.ngrams_lockf_len = len(model.wv.vectors_ngrams_lockf)
4069  */
4070   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_wv); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 407, __pyx_L1_error)
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4077   __pyx_v_c->vocab_lockf_len = __pyx_t_4;
4078 
4079   /* "gensim/models/fasttext_inner.pyx":408
4080  *     c.vocab_lockf = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_vocab_lockf))
4081  *     c.vocab_lockf_len = len(model.wv.vectors_vocab_lockf)
4082  *     c.ngrams_lockf = <REAL_t *>(np.PyArray_DATA(model.wv.vectors_ngrams_lockf))             # <<<<<<<<<<<<<<
4083  *     c.ngrams_lockf_len = len(model.wv.vectors_ngrams_lockf)
4084  *
4085  */
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4088   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_vectors_ngrams_lockf); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 408, __pyx_L1_error)
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4100  *     c.alpha = alpha
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4179     /* "gensim/models/fasttext_inner.pyx":418
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4206  *         c.syn1neg = <REAL_t *>(np.PyArray_DATA(model.syn1neg))
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4219  *         c.syn1 = <REAL_t *>(np.PyArray_DATA(model.syn1))
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4246  *         c.cum_table_len = len(model.cum_table)
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4280  *         c.cum_table = <np.uint32_t *>(np.PyArray_DATA(model.cum_table))
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4285  */
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4289  *
4290  *     # convert Python structures to primitive types, so we can release the GIL
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4298   /* "gensim/models/fasttext_inner.pyx":426
4299  *     # convert Python structures to primitive types, so we can release the GIL
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4332  *
4333  */
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__pyx_f_6gensim_6models_14fasttext_inner_populate_ft_config(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig * __pyx_v_c,PyObject * __pyx_v_wv,PyObject * __pyx_v_buckets_word,PyObject * __pyx_v_sentences)4335 static PyObject *__pyx_f_6gensim_6models_14fasttext_inner_populate_ft_config(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *__pyx_v_c, PyObject *__pyx_v_wv, PyObject *__pyx_v_buckets_word, PyObject *__pyx_v_sentences) {
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4337   int __pyx_v_effective_sentences;
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4351   int __pyx_t_6;
4352   Py_ssize_t __pyx_t_7;
4353   PyObject *(*__pyx_t_8)(PyObject *);
4354   PyObject *__pyx_t_9 = NULL;
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4357   int __pyx_t_12;
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4370  *     cdef int effective_sentences = 0
4371  *     cdef np.uint32_t *vocab_sample_ints
4372  */
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4375   /* "gensim/models/fasttext_inner.pyx":466
4376  *     """
4377  *     cdef int effective_words = 0
4378  *     cdef int effective_sentences = 0             # <<<<<<<<<<<<<<
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4385  *     cdef int effective_sentences = 0
4386  *     cdef np.uint32_t *vocab_sample_ints
4387  *     c.sentence_idx[0] = 0  # indices of the first sentence always start at 0             # <<<<<<<<<<<<<<
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4396  *     if c.sample:             # <<<<<<<<<<<<<<
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4417     __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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4420  *     c.sentence_idx[0] = 0  # indices of the first sentence always start at 0
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4422  *     if c.sample:             # <<<<<<<<<<<<<<
4423  *         vocab_sample_ints = <np.uint32_t *>np.PyArray_DATA(wv.expandos['sample_int'])
4424  *     if c.hs:
4425  */
4426   }
4427 
4428   /* "gensim/models/fasttext_inner.pyx":472
4429  *     if c.sample:
4430  *         vocab_sample_ints = <np.uint32_t *>np.PyArray_DATA(wv.expandos['sample_int'])
4431  *     if c.hs:             # <<<<<<<<<<<<<<
4432  *         vocab_codes = wv.expandos['code']
4433  *         vocab_points = wv.expandos['point']
4434  */
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4436   if (__pyx_t_1) {
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4438     /* "gensim/models/fasttext_inner.pyx":473
4439  *         vocab_sample_ints = <np.uint32_t *>np.PyArray_DATA(wv.expandos['sample_int'])
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4441  *         vocab_codes = wv.expandos['code']             # <<<<<<<<<<<<<<
4442  *         vocab_points = wv.expandos['point']
4443  *     for sent in sentences:
4444  */
4445     __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_wv, __pyx_n_s_expandos); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 473, __pyx_L1_error)
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4451     __pyx_t_2 = 0;
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4454  *     if c.hs:
4455  *         vocab_codes = wv.expandos['code']
4456  *         vocab_points = wv.expandos['point']             # <<<<<<<<<<<<<<
4457  *     for sent in sentences:
4458  *         if not sent:
4459  */
4460     __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_wv, __pyx_n_s_expandos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 474, __pyx_L1_error)
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4469  *     if c.sample:
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4472  *         vocab_codes = wv.expandos['code']
4473  *         vocab_points = wv.expandos['point']
4474  */
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4476 
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4478  *         vocab_codes = wv.expandos['code']
4479  *         vocab_points = wv.expandos['point']
4480  *     for sent in sentences:             # <<<<<<<<<<<<<<
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4482  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4483  */
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4486     __pyx_t_5 = NULL;
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4495         if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
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4503         if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
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4505         __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 475, __pyx_L1_error)
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4507         __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 475, __pyx_L1_error)
4508         __Pyx_GOTREF(__pyx_t_2);
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4514         PyObject* exc_type = PyErr_Occurred();
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4523     __Pyx_XDECREF_SET(__pyx_v_sent, __pyx_t_2);
4524     __pyx_t_2 = 0;
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4526     /* "gensim/models/fasttext_inner.pyx":476
4527  *         vocab_points = wv.expandos['point']
4528  *     for sent in sentences:
4529  *         if not sent:             # <<<<<<<<<<<<<<
4530  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4531  *         for token in sent:
4532  */
4533     __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_sent); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 476, __pyx_L1_error)
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4537       /* "gensim/models/fasttext_inner.pyx":477
4538  *     for sent in sentences:
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4544       goto __pyx_L5_continue;
4545 
4546       /* "gensim/models/fasttext_inner.pyx":476
4547  *         vocab_points = wv.expandos['point']
4548  *     for sent in sentences:
4549  *         if not sent:             # <<<<<<<<<<<<<<
4550  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4551  *         for token in sent:
4552  */
4553     }
4554 
4555     /* "gensim/models/fasttext_inner.pyx":478
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4557  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4558  *         for token in sent:             # <<<<<<<<<<<<<<
4559  *             word_index = wv.key_to_index.get(token, None)
4560  *             if word_index is None:
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4564       __pyx_t_8 = NULL;
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4569     }
4570     for (;;) {
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4573           if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_2)) break;
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4581           if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
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4592           PyObject* exc_type = PyErr_Occurred();
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4602       __pyx_t_9 = 0;
4603 
4604       /* "gensim/models/fasttext_inner.pyx":479
4605  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4606  *         for token in sent:
4607  *             word_index = wv.key_to_index.get(token, None)             # <<<<<<<<<<<<<<
4608  *             if word_index is None:
4609  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window
4610  */
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4616       __pyx_t_10 = NULL;
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4619         __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_11);
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4621           PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_11);
4622           __Pyx_INCREF(__pyx_t_10);
4623           __Pyx_INCREF(function);
4624           __Pyx_DECREF_SET(__pyx_t_11, function);
4625           __pyx_t_12 = 1;
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4627       }
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4629       if (PyFunction_Check(__pyx_t_11)) {
4630         PyObject *__pyx_temp[3] = {__pyx_t_10, __pyx_v_token, Py_None};
4631         __pyx_t_9 = __Pyx_PyFunction_FastCall(__pyx_t_11, __pyx_temp+1-__pyx_t_12, 2+__pyx_t_12); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 479, __pyx_L1_error)
4632         __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
4633         __Pyx_GOTREF(__pyx_t_9);
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4637       if (__Pyx_PyFastCFunction_Check(__pyx_t_11)) {
4638         PyObject *__pyx_temp[3] = {__pyx_t_10, __pyx_v_token, Py_None};
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4641         __Pyx_GOTREF(__pyx_t_9);
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4644       {
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4648           __Pyx_GIVEREF(__pyx_t_10); PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_10); __pyx_t_10 = NULL;
4649         }
4650         __Pyx_INCREF(__pyx_v_token);
4651         __Pyx_GIVEREF(__pyx_v_token);
4652         PyTuple_SET_ITEM(__pyx_t_13, 0+__pyx_t_12, __pyx_v_token);
4653         __Pyx_INCREF(Py_None);
4654         __Pyx_GIVEREF(Py_None);
4655         PyTuple_SET_ITEM(__pyx_t_13, 1+__pyx_t_12, Py_None);
4656         __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_11, __pyx_t_13, NULL); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 479, __pyx_L1_error)
4657         __Pyx_GOTREF(__pyx_t_9);
4658         __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
4659       }
4660       __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
4661       __Pyx_XDECREF_SET(__pyx_v_word_index, __pyx_t_9);
4662       __pyx_t_9 = 0;
4663 
4664       /* "gensim/models/fasttext_inner.pyx":480
4665  *         for token in sent:
4666  *             word_index = wv.key_to_index.get(token, None)
4667  *             if word_index is None:             # <<<<<<<<<<<<<<
4668  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window
4669  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):
4670  */
4671       __pyx_t_6 = (__pyx_v_word_index == Py_None);
4672       __pyx_t_1 = (__pyx_t_6 != 0);
4673       if (__pyx_t_1) {
4674 
4675         /* "gensim/models/fasttext_inner.pyx":481
4676  *             word_index = wv.key_to_index.get(token, None)
4677  *             if word_index is None:
4678  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window             # <<<<<<<<<<<<<<
4679  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):
4680  *                 continue
4681  */
4682         goto __pyx_L8_continue;
4683 
4684         /* "gensim/models/fasttext_inner.pyx":480
4685  *         for token in sent:
4686  *             word_index = wv.key_to_index.get(token, None)
4687  *             if word_index is None:             # <<<<<<<<<<<<<<
4688  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window
4689  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):
4690  */
4691       }
4692 
4693       /* "gensim/models/fasttext_inner.pyx":482
4694  *             if word_index is None:
4695  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window
4696  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):             # <<<<<<<<<<<<<<
4697  *                 continue
4698  *             c.indexes[effective_words] = word_index
4699  */
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4701       if (__pyx_t_6) {
4702       } else {
4703         __pyx_t_1 = __pyx_t_6;
4704         goto __pyx_L12_bool_binop_done;
4705       }
4706       __pyx_t_14 = __Pyx_PyIndex_AsSsize_t(__pyx_v_word_index); if (unlikely((__pyx_t_14 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 482, __pyx_L1_error)
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4708       __pyx_t_1 = __pyx_t_6;
4709       __pyx_L12_bool_binop_done:;
4710       if (__pyx_t_1) {
4711 
4712         /* "gensim/models/fasttext_inner.pyx":483
4713  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window
4714  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):
4715  *                 continue             # <<<<<<<<<<<<<<
4716  *             c.indexes[effective_words] = word_index
4717  *
4718  */
4719         goto __pyx_L8_continue;
4720 
4721         /* "gensim/models/fasttext_inner.pyx":482
4722  *             if word_index is None:
4723  *                 continue  # leaving `effective_words` unchanged = shortening the sentence = expanding the window
4724  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):             # <<<<<<<<<<<<<<
4725  *                 continue
4726  *             c.indexes[effective_words] = word_index
4727  */
4728       }
4729 
4730       /* "gensim/models/fasttext_inner.pyx":484
4731  *             if c.sample and vocab_sample_ints[word_index] < random_int32(&c.next_random):
4732  *                 continue
4733  *             c.indexes[effective_words] = word_index             # <<<<<<<<<<<<<<
4734  *
4735  *             if wv.bucket:
4736  */
4737       __pyx_t_15 = __Pyx_PyInt_As_npy_uint32(__pyx_v_word_index); if (unlikely((__pyx_t_15 == ((npy_uint32)-1)) && PyErr_Occurred())) __PYX_ERR(0, 484, __pyx_L1_error)
4738       (__pyx_v_c->indexes[__pyx_v_effective_words]) = __pyx_t_15;
4739 
4740       /* "gensim/models/fasttext_inner.pyx":486
4741  *             c.indexes[effective_words] = word_index
4742  *
4743  *             if wv.bucket:             # <<<<<<<<<<<<<<
4744  *                 c.subwords_idx_len[effective_words] = <int>(len(buckets_word[word_index]))
4745  *                 c.subwords_idx[effective_words] = <np.uint32_t *>np.PyArray_DATA(buckets_word[word_index])
4746  */
4747       __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_wv, __pyx_n_s_bucket); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 486, __pyx_L1_error)
4748       __Pyx_GOTREF(__pyx_t_9);
4749       __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 486, __pyx_L1_error)
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4752 
4753         /* "gensim/models/fasttext_inner.pyx":487
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4756  *                 c.subwords_idx_len[effective_words] = <int>(len(buckets_word[word_index]))             # <<<<<<<<<<<<<<
4757  *                 c.subwords_idx[effective_words] = <np.uint32_t *>np.PyArray_DATA(buckets_word[word_index])
4758  *             else:
4759  */
4760         __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_buckets_word, __pyx_v_word_index); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 487, __pyx_L1_error)
4761         __Pyx_GOTREF(__pyx_t_9);
4762         __pyx_t_14 = PyObject_Length(__pyx_t_9); if (unlikely(__pyx_t_14 == ((Py_ssize_t)-1))) __PYX_ERR(0, 487, __pyx_L1_error)
4763         __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
4764         (__pyx_v_c->subwords_idx_len[__pyx_v_effective_words]) = ((int)__pyx_t_14);
4765 
4766         /* "gensim/models/fasttext_inner.pyx":488
4767  *             if wv.bucket:
4768  *                 c.subwords_idx_len[effective_words] = <int>(len(buckets_word[word_index]))
4769  *                 c.subwords_idx[effective_words] = <np.uint32_t *>np.PyArray_DATA(buckets_word[word_index])             # <<<<<<<<<<<<<<
4770  *             else:
4771  *                 c.subwords_idx_len[effective_words] = 0
4772  */
4773         __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_buckets_word, __pyx_v_word_index); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 488, __pyx_L1_error)
4774         __Pyx_GOTREF(__pyx_t_9);
4775         if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 488, __pyx_L1_error)
4776         (__pyx_v_c->subwords_idx[__pyx_v_effective_words]) = ((__pyx_t_5numpy_uint32_t *)PyArray_DATA(((PyArrayObject *)__pyx_t_9)));
4777         __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
4778 
4779         /* "gensim/models/fasttext_inner.pyx":486
4780  *             c.indexes[effective_words] = word_index
4781  *
4782  *             if wv.bucket:             # <<<<<<<<<<<<<<
4783  *                 c.subwords_idx_len[effective_words] = <int>(len(buckets_word[word_index]))
4784  *                 c.subwords_idx[effective_words] = <np.uint32_t *>np.PyArray_DATA(buckets_word[word_index])
4785  */
4786         goto __pyx_L14;
4787       }
4788 
4789       /* "gensim/models/fasttext_inner.pyx":490
4790  *                 c.subwords_idx[effective_words] = <np.uint32_t *>np.PyArray_DATA(buckets_word[word_index])
4791  *             else:
4792  *                 c.subwords_idx_len[effective_words] = 0             # <<<<<<<<<<<<<<
4793  *
4794  *             if c.hs:
4795  */
4796       /*else*/ {
4797         (__pyx_v_c->subwords_idx_len[__pyx_v_effective_words]) = 0;
4798       }
4799       __pyx_L14:;
4800 
4801       /* "gensim/models/fasttext_inner.pyx":492
4802  *                 c.subwords_idx_len[effective_words] = 0
4803  *
4804  *             if c.hs:             # <<<<<<<<<<<<<<
4805  *                 c.codelens[effective_words] = <int>len(vocab_codes[word_index])
4806  *                 c.codes[effective_words] = <np.uint8_t *>np.PyArray_DATA(vocab_codes[word_index])
4807  */
4808       __pyx_t_1 = (__pyx_v_c->hs != 0);
4809       if (__pyx_t_1) {
4810 
4811         /* "gensim/models/fasttext_inner.pyx":493
4812  *
4813  *             if c.hs:
4814  *                 c.codelens[effective_words] = <int>len(vocab_codes[word_index])             # <<<<<<<<<<<<<<
4815  *                 c.codes[effective_words] = <np.uint8_t *>np.PyArray_DATA(vocab_codes[word_index])
4816  *                 c.points[effective_words] = <np.uint32_t *>np.PyArray_DATA(vocab_points[word_index])
4817  */
4818         if (unlikely(!__pyx_v_vocab_codes)) { __Pyx_RaiseUnboundLocalError("vocab_codes"); __PYX_ERR(0, 493, __pyx_L1_error) }
4819         __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_vocab_codes, __pyx_v_word_index); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 493, __pyx_L1_error)
4820         __Pyx_GOTREF(__pyx_t_9);
4821         __pyx_t_14 = PyObject_Length(__pyx_t_9); if (unlikely(__pyx_t_14 == ((Py_ssize_t)-1))) __PYX_ERR(0, 493, __pyx_L1_error)
4822         __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
4823         (__pyx_v_c->codelens[__pyx_v_effective_words]) = ((int)__pyx_t_14);
4824 
4825         /* "gensim/models/fasttext_inner.pyx":494
4826  *             if c.hs:
4827  *                 c.codelens[effective_words] = <int>len(vocab_codes[word_index])
4828  *                 c.codes[effective_words] = <np.uint8_t *>np.PyArray_DATA(vocab_codes[word_index])             # <<<<<<<<<<<<<<
4829  *                 c.points[effective_words] = <np.uint32_t *>np.PyArray_DATA(vocab_points[word_index])
4830  *
4831  */
4832         if (unlikely(!__pyx_v_vocab_codes)) { __Pyx_RaiseUnboundLocalError("vocab_codes"); __PYX_ERR(0, 494, __pyx_L1_error) }
4833         __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_vocab_codes, __pyx_v_word_index); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 494, __pyx_L1_error)
4834         __Pyx_GOTREF(__pyx_t_9);
4835         if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 494, __pyx_L1_error)
4836         (__pyx_v_c->codes[__pyx_v_effective_words]) = ((__pyx_t_5numpy_uint8_t *)PyArray_DATA(((PyArrayObject *)__pyx_t_9)));
4837         __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
4838 
4839         /* "gensim/models/fasttext_inner.pyx":495
4840  *                 c.codelens[effective_words] = <int>len(vocab_codes[word_index])
4841  *                 c.codes[effective_words] = <np.uint8_t *>np.PyArray_DATA(vocab_codes[word_index])
4842  *                 c.points[effective_words] = <np.uint32_t *>np.PyArray_DATA(vocab_points[word_index])             # <<<<<<<<<<<<<<
4843  *
4844  *             effective_words += 1
4845  */
4846         if (unlikely(!__pyx_v_vocab_points)) { __Pyx_RaiseUnboundLocalError("vocab_points"); __PYX_ERR(0, 495, __pyx_L1_error) }
4847         __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_vocab_points, __pyx_v_word_index); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 495, __pyx_L1_error)
4848         __Pyx_GOTREF(__pyx_t_9);
4849         if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 495, __pyx_L1_error)
4850         (__pyx_v_c->points[__pyx_v_effective_words]) = ((__pyx_t_5numpy_uint32_t *)PyArray_DATA(((PyArrayObject *)__pyx_t_9)));
4851         __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
4852 
4853         /* "gensim/models/fasttext_inner.pyx":492
4854  *                 c.subwords_idx_len[effective_words] = 0
4855  *
4856  *             if c.hs:             # <<<<<<<<<<<<<<
4857  *                 c.codelens[effective_words] = <int>len(vocab_codes[word_index])
4858  *                 c.codes[effective_words] = <np.uint8_t *>np.PyArray_DATA(vocab_codes[word_index])
4859  */
4860       }
4861 
4862       /* "gensim/models/fasttext_inner.pyx":497
4863  *                 c.points[effective_words] = <np.uint32_t *>np.PyArray_DATA(vocab_points[word_index])
4864  *
4865  *             effective_words += 1             # <<<<<<<<<<<<<<
4866  *             if effective_words == MAX_SENTENCE_LEN:
4867  *                 break
4868  */
4869       __pyx_v_effective_words = (__pyx_v_effective_words + 1);
4870 
4871       /* "gensim/models/fasttext_inner.pyx":498
4872  *
4873  *             effective_words += 1
4874  *             if effective_words == MAX_SENTENCE_LEN:             # <<<<<<<<<<<<<<
4875  *                 break
4876  *
4877  */
4878       __pyx_t_1 = ((__pyx_v_effective_words == 0x2710) != 0);
4879       if (__pyx_t_1) {
4880 
4881         /* "gensim/models/fasttext_inner.pyx":499
4882  *             effective_words += 1
4883  *             if effective_words == MAX_SENTENCE_LEN:
4884  *                 break             # <<<<<<<<<<<<<<
4885  *
4886  *         # keep track of which words go into which sentence, so we don't train
4887  */
4888         goto __pyx_L9_break;
4889 
4890         /* "gensim/models/fasttext_inner.pyx":498
4891  *
4892  *             effective_words += 1
4893  *             if effective_words == MAX_SENTENCE_LEN:             # <<<<<<<<<<<<<<
4894  *                 break
4895  *
4896  */
4897       }
4898 
4899       /* "gensim/models/fasttext_inner.pyx":478
4900  *         if not sent:
4901  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4902  *         for token in sent:             # <<<<<<<<<<<<<<
4903  *             word_index = wv.key_to_index.get(token, None)
4904  *             if word_index is None:
4905  */
4906       __pyx_L8_continue:;
4907     }
4908     __pyx_L9_break:;
4909     __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
4910 
4911     /* "gensim/models/fasttext_inner.pyx":503
4912  *         # keep track of which words go into which sentence, so we don't train
4913  *         # across sentence boundaries.
4914  *         effective_sentences += 1             # <<<<<<<<<<<<<<
4915  *         c.sentence_idx[effective_sentences] = effective_words
4916  *
4917  */
4918     __pyx_v_effective_sentences = (__pyx_v_effective_sentences + 1);
4919 
4920     /* "gensim/models/fasttext_inner.pyx":504
4921  *         # across sentence boundaries.
4922  *         effective_sentences += 1
4923  *         c.sentence_idx[effective_sentences] = effective_words             # <<<<<<<<<<<<<<
4924  *
4925  *         if effective_words == MAX_SENTENCE_LEN:
4926  */
4927     (__pyx_v_c->sentence_idx[__pyx_v_effective_sentences]) = __pyx_v_effective_words;
4928 
4929     /* "gensim/models/fasttext_inner.pyx":506
4930  *         c.sentence_idx[effective_sentences] = effective_words
4931  *
4932  *         if effective_words == MAX_SENTENCE_LEN:             # <<<<<<<<<<<<<<
4933  *             break
4934  *
4935  */
4936     __pyx_t_1 = ((__pyx_v_effective_words == 0x2710) != 0);
4937     if (__pyx_t_1) {
4938 
4939       /* "gensim/models/fasttext_inner.pyx":507
4940  *
4941  *         if effective_words == MAX_SENTENCE_LEN:
4942  *             break             # <<<<<<<<<<<<<<
4943  *
4944  *     return effective_words, effective_sentences
4945  */
4946       goto __pyx_L6_break;
4947 
4948       /* "gensim/models/fasttext_inner.pyx":506
4949  *         c.sentence_idx[effective_sentences] = effective_words
4950  *
4951  *         if effective_words == MAX_SENTENCE_LEN:             # <<<<<<<<<<<<<<
4952  *             break
4953  *
4954  */
4955     }
4956 
4957     /* "gensim/models/fasttext_inner.pyx":475
4958  *         vocab_codes = wv.expandos['code']
4959  *         vocab_points = wv.expandos['point']
4960  *     for sent in sentences:             # <<<<<<<<<<<<<<
4961  *         if not sent:
4962  *             continue  # ignore empty sentences; leave effective_sentences unchanged
4963  */
4964     __pyx_L5_continue:;
4965   }
4966   __pyx_L6_break:;
4967   __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
4968 
4969   /* "gensim/models/fasttext_inner.pyx":509
4970  *             break
4971  *
4972  *     return effective_words, effective_sentences             # <<<<<<<<<<<<<<
4973  *
4974  *
4975  */
4976   __Pyx_XDECREF(__pyx_r);
4977   __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_effective_words); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 509, __pyx_L1_error)
4978   __Pyx_GOTREF(__pyx_t_3);
4979   __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_effective_sentences); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 509, __pyx_L1_error)
4980   __Pyx_GOTREF(__pyx_t_2);
4981   __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 509, __pyx_L1_error)
4982   __Pyx_GOTREF(__pyx_t_9);
4983   __Pyx_GIVEREF(__pyx_t_3);
4984   PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_3);
4985   __Pyx_GIVEREF(__pyx_t_2);
4986   PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_2);
4987   __pyx_t_3 = 0;
4988   __pyx_t_2 = 0;
4989   __pyx_r = __pyx_t_9;
4990   __pyx_t_9 = 0;
4991   goto __pyx_L0;
4992 
4993   /* "gensim/models/fasttext_inner.pyx":429
4994  *
4995  *
4996  * cdef object populate_ft_config(FastTextConfig *c, wv, buckets_word, sentences):             # <<<<<<<<<<<<<<
4997  *     """Prepare C structures so we can go "full C" and release the Python GIL.
4998  *
4999  */
5000 
5001   /* function exit code */
5002   __pyx_L1_error:;
5003   __Pyx_XDECREF(__pyx_t_2);
5004   __Pyx_XDECREF(__pyx_t_3);
5005   __Pyx_XDECREF(__pyx_t_9);
5006   __Pyx_XDECREF(__pyx_t_10);
5007   __Pyx_XDECREF(__pyx_t_11);
5008   __Pyx_XDECREF(__pyx_t_13);
5009   __Pyx_AddTraceback("gensim.models.fasttext_inner.populate_ft_config", __pyx_clineno, __pyx_lineno, __pyx_filename);
5010   __pyx_r = 0;
5011   __pyx_L0:;
5012   __Pyx_XDECREF(__pyx_v_vocab_codes);
5013   __Pyx_XDECREF(__pyx_v_vocab_points);
5014   __Pyx_XDECREF(__pyx_v_sent);
5015   __Pyx_XDECREF(__pyx_v_token);
5016   __Pyx_XDECREF(__pyx_v_word_index);
5017   __Pyx_XGIVEREF(__pyx_r);
5018   __Pyx_RefNannyFinishContext();
5019   return __pyx_r;
5020 }
5021 
5022 /* "gensim/models/fasttext_inner.pyx":512
5023  *
5024  *
5025  * cdef void fasttext_train_any(FastTextConfig *c, int num_sentences) nogil:             # <<<<<<<<<<<<<<
5026  *     """Performs training on a fully initialized and populated configuration.
5027  *
5028  */
5029 
__pyx_f_6gensim_6models_14fasttext_inner_fasttext_train_any(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig * __pyx_v_c,int __pyx_v_num_sentences)5030 static void __pyx_f_6gensim_6models_14fasttext_inner_fasttext_train_any(struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig *__pyx_v_c, int __pyx_v_num_sentences) {
5031   int __pyx_v_sent_idx;
5032   int __pyx_v_sentence_start;
5033   int __pyx_v_sentence_end;
5034   int __pyx_v_i;
5035   int __pyx_v_window_start;
5036   int __pyx_v_window_end;
5037   int __pyx_v_j;
5038   int __pyx_t_1;
5039   int __pyx_t_2;
5040   int __pyx_t_3;
5041   int __pyx_t_4;
5042   int __pyx_t_5;
5043   int __pyx_t_6;
5044   int __pyx_t_7;
5045   int __pyx_t_8;
5046   int __pyx_t_9;
5047   int __pyx_t_10;
5048 
5049   /* "gensim/models/fasttext_inner.pyx":532
5050  *         int j
5051  *
5052  *     for sent_idx in range(num_sentences):             # <<<<<<<<<<<<<<
5053  *         sentence_start = c.sentence_idx[sent_idx]
5054  *         sentence_end = c.sentence_idx[sent_idx + 1]
5055  */
5056   __pyx_t_1 = __pyx_v_num_sentences;
5057   __pyx_t_2 = __pyx_t_1;
5058   for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
5059     __pyx_v_sent_idx = __pyx_t_3;
5060 
5061     /* "gensim/models/fasttext_inner.pyx":533
5062  *
5063  *     for sent_idx in range(num_sentences):
5064  *         sentence_start = c.sentence_idx[sent_idx]             # <<<<<<<<<<<<<<
5065  *         sentence_end = c.sentence_idx[sent_idx + 1]
5066  *         for i in range(sentence_start, sentence_end):
5067  */
5068     __pyx_v_sentence_start = (__pyx_v_c->sentence_idx[__pyx_v_sent_idx]);
5069 
5070     /* "gensim/models/fasttext_inner.pyx":534
5071  *     for sent_idx in range(num_sentences):
5072  *         sentence_start = c.sentence_idx[sent_idx]
5073  *         sentence_end = c.sentence_idx[sent_idx + 1]             # <<<<<<<<<<<<<<
5074  *         for i in range(sentence_start, sentence_end):
5075  *             #
5076  */
5077     __pyx_v_sentence_end = (__pyx_v_c->sentence_idx[(__pyx_v_sent_idx + 1)]);
5078 
5079     /* "gensim/models/fasttext_inner.pyx":535
5080  *         sentence_start = c.sentence_idx[sent_idx]
5081  *         sentence_end = c.sentence_idx[sent_idx + 1]
5082  *         for i in range(sentence_start, sentence_end):             # <<<<<<<<<<<<<<
5083  *             #
5084  *             # Determine window boundaries, making sure we don't leak into
5085  */
5086     __pyx_t_4 = __pyx_v_sentence_end;
5087     __pyx_t_5 = __pyx_t_4;
5088     for (__pyx_t_6 = __pyx_v_sentence_start; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
5089       __pyx_v_i = __pyx_t_6;
5090 
5091       /* "gensim/models/fasttext_inner.pyx":540
5092  *             # adjacent sentences.
5093  *             #
5094  *             window_start = i - c.window + c.reduced_windows[i]             # <<<<<<<<<<<<<<
5095  *             if window_start < sentence_start:
5096  *                 window_start = sentence_start
5097  */
5098       __pyx_v_window_start = ((__pyx_v_i - __pyx_v_c->window) + (__pyx_v_c->reduced_windows[__pyx_v_i]));
5099 
5100       /* "gensim/models/fasttext_inner.pyx":541
5101  *             #
5102  *             window_start = i - c.window + c.reduced_windows[i]
5103  *             if window_start < sentence_start:             # <<<<<<<<<<<<<<
5104  *                 window_start = sentence_start
5105  *             window_end = i + c.window + 1 - c.reduced_windows[i]
5106  */
5107       __pyx_t_7 = ((__pyx_v_window_start < __pyx_v_sentence_start) != 0);
5108       if (__pyx_t_7) {
5109 
5110         /* "gensim/models/fasttext_inner.pyx":542
5111  *             window_start = i - c.window + c.reduced_windows[i]
5112  *             if window_start < sentence_start:
5113  *                 window_start = sentence_start             # <<<<<<<<<<<<<<
5114  *             window_end = i + c.window + 1 - c.reduced_windows[i]
5115  *             if window_end > sentence_end:
5116  */
5117         __pyx_v_window_start = __pyx_v_sentence_start;
5118 
5119         /* "gensim/models/fasttext_inner.pyx":541
5120  *             #
5121  *             window_start = i - c.window + c.reduced_windows[i]
5122  *             if window_start < sentence_start:             # <<<<<<<<<<<<<<
5123  *                 window_start = sentence_start
5124  *             window_end = i + c.window + 1 - c.reduced_windows[i]
5125  */
5126       }
5127 
5128       /* "gensim/models/fasttext_inner.pyx":543
5129  *             if window_start < sentence_start:
5130  *                 window_start = sentence_start
5131  *             window_end = i + c.window + 1 - c.reduced_windows[i]             # <<<<<<<<<<<<<<
5132  *             if window_end > sentence_end:
5133  *                 window_end = sentence_end
5134  */
5135       __pyx_v_window_end = (((__pyx_v_i + __pyx_v_c->window) + 1) - (__pyx_v_c->reduced_windows[__pyx_v_i]));
5136 
5137       /* "gensim/models/fasttext_inner.pyx":544
5138  *                 window_start = sentence_start
5139  *             window_end = i + c.window + 1 - c.reduced_windows[i]
5140  *             if window_end > sentence_end:             # <<<<<<<<<<<<<<
5141  *                 window_end = sentence_end
5142  *
5143  */
5144       __pyx_t_7 = ((__pyx_v_window_end > __pyx_v_sentence_end) != 0);
5145       if (__pyx_t_7) {
5146 
5147         /* "gensim/models/fasttext_inner.pyx":545
5148  *             window_end = i + c.window + 1 - c.reduced_windows[i]
5149  *             if window_end > sentence_end:
5150  *                 window_end = sentence_end             # <<<<<<<<<<<<<<
5151  *
5152  *             #
5153  */
5154         __pyx_v_window_end = __pyx_v_sentence_end;
5155 
5156         /* "gensim/models/fasttext_inner.pyx":544
5157  *                 window_start = sentence_start
5158  *             window_end = i + c.window + 1 - c.reduced_windows[i]
5159  *             if window_end > sentence_end:             # <<<<<<<<<<<<<<
5160  *                 window_end = sentence_end
5161  *
5162  */
5163       }
5164 
5165       /* "gensim/models/fasttext_inner.pyx":553
5166  *             # window_end = min(sentence_end, i + c.window + 1 - c.reduced_windows[i])
5167  *             #
5168  *             if c.sg == 0:             # <<<<<<<<<<<<<<
5169  *                 if c.hs:
5170  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5171  */
5172       __pyx_t_7 = ((__pyx_v_c->sg == 0) != 0);
5173       if (__pyx_t_7) {
5174 
5175         /* "gensim/models/fasttext_inner.pyx":554
5176  *             #
5177  *             if c.sg == 0:
5178  *                 if c.hs:             # <<<<<<<<<<<<<<
5179  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5180  *                 if c.negative:
5181  */
5182         __pyx_t_7 = (__pyx_v_c->hs != 0);
5183         if (__pyx_t_7) {
5184 
5185           /* "gensim/models/fasttext_inner.pyx":555
5186  *             if c.sg == 0:
5187  *                 if c.hs:
5188  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)             # <<<<<<<<<<<<<<
5189  *                 if c.negative:
5190  *                     fasttext_fast_sentence_cbow_neg(c, i, window_start, window_end)
5191  */
5192           __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_hs(__pyx_v_c, __pyx_v_i, __pyx_v_window_start, __pyx_v_window_end);
5193 
5194           /* "gensim/models/fasttext_inner.pyx":554
5195  *             #
5196  *             if c.sg == 0:
5197  *                 if c.hs:             # <<<<<<<<<<<<<<
5198  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5199  *                 if c.negative:
5200  */
5201         }
5202 
5203         /* "gensim/models/fasttext_inner.pyx":556
5204  *                 if c.hs:
5205  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5206  *                 if c.negative:             # <<<<<<<<<<<<<<
5207  *                     fasttext_fast_sentence_cbow_neg(c, i, window_start, window_end)
5208  *             else:
5209  */
5210         __pyx_t_7 = (__pyx_v_c->negative != 0);
5211         if (__pyx_t_7) {
5212 
5213           /* "gensim/models/fasttext_inner.pyx":557
5214  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5215  *                 if c.negative:
5216  *                     fasttext_fast_sentence_cbow_neg(c, i, window_start, window_end)             # <<<<<<<<<<<<<<
5217  *             else:
5218  *                 for j in range(window_start, window_end):
5219  */
5220           __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_cbow_neg(__pyx_v_c, __pyx_v_i, __pyx_v_window_start, __pyx_v_window_end);
5221 
5222           /* "gensim/models/fasttext_inner.pyx":556
5223  *                 if c.hs:
5224  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5225  *                 if c.negative:             # <<<<<<<<<<<<<<
5226  *                     fasttext_fast_sentence_cbow_neg(c, i, window_start, window_end)
5227  *             else:
5228  */
5229         }
5230 
5231         /* "gensim/models/fasttext_inner.pyx":553
5232  *             # window_end = min(sentence_end, i + c.window + 1 - c.reduced_windows[i])
5233  *             #
5234  *             if c.sg == 0:             # <<<<<<<<<<<<<<
5235  *                 if c.hs:
5236  *                     fasttext_fast_sentence_cbow_hs(c, i, window_start, window_end)
5237  */
5238         goto __pyx_L9;
5239       }
5240 
5241       /* "gensim/models/fasttext_inner.pyx":559
5242  *                     fasttext_fast_sentence_cbow_neg(c, i, window_start, window_end)
5243  *             else:
5244  *                 for j in range(window_start, window_end):             # <<<<<<<<<<<<<<
5245  *                     if j == i:
5246  *                         # no reason to train a center word as predicting itself
5247  */
5248       /*else*/ {
5249         __pyx_t_8 = __pyx_v_window_end;
5250         __pyx_t_9 = __pyx_t_8;
5251         for (__pyx_t_10 = __pyx_v_window_start; __pyx_t_10 < __pyx_t_9; __pyx_t_10+=1) {
5252           __pyx_v_j = __pyx_t_10;
5253 
5254           /* "gensim/models/fasttext_inner.pyx":560
5255  *             else:
5256  *                 for j in range(window_start, window_end):
5257  *                     if j == i:             # <<<<<<<<<<<<<<
5258  *                         # no reason to train a center word as predicting itself
5259  *                         continue
5260  */
5261           __pyx_t_7 = ((__pyx_v_j == __pyx_v_i) != 0);
5262           if (__pyx_t_7) {
5263 
5264             /* "gensim/models/fasttext_inner.pyx":562
5265  *                     if j == i:
5266  *                         # no reason to train a center word as predicting itself
5267  *                         continue             # <<<<<<<<<<<<<<
5268  *                     if c.hs:
5269  *                         fasttext_fast_sentence_sg_hs(c, i, j)
5270  */
5271             goto __pyx_L12_continue;
5272 
5273             /* "gensim/models/fasttext_inner.pyx":560
5274  *             else:
5275  *                 for j in range(window_start, window_end):
5276  *                     if j == i:             # <<<<<<<<<<<<<<
5277  *                         # no reason to train a center word as predicting itself
5278  *                         continue
5279  */
5280           }
5281 
5282           /* "gensim/models/fasttext_inner.pyx":563
5283  *                         # no reason to train a center word as predicting itself
5284  *                         continue
5285  *                     if c.hs:             # <<<<<<<<<<<<<<
5286  *                         fasttext_fast_sentence_sg_hs(c, i, j)
5287  *                     if c.negative:
5288  */
5289           __pyx_t_7 = (__pyx_v_c->hs != 0);
5290           if (__pyx_t_7) {
5291 
5292             /* "gensim/models/fasttext_inner.pyx":564
5293  *                         continue
5294  *                     if c.hs:
5295  *                         fasttext_fast_sentence_sg_hs(c, i, j)             # <<<<<<<<<<<<<<
5296  *                     if c.negative:
5297  *                         fasttext_fast_sentence_sg_neg(c, i, j)
5298  */
5299             __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_hs(__pyx_v_c, __pyx_v_i, __pyx_v_j);
5300 
5301             /* "gensim/models/fasttext_inner.pyx":563
5302  *                         # no reason to train a center word as predicting itself
5303  *                         continue
5304  *                     if c.hs:             # <<<<<<<<<<<<<<
5305  *                         fasttext_fast_sentence_sg_hs(c, i, j)
5306  *                     if c.negative:
5307  */
5308           }
5309 
5310           /* "gensim/models/fasttext_inner.pyx":565
5311  *                     if c.hs:
5312  *                         fasttext_fast_sentence_sg_hs(c, i, j)
5313  *                     if c.negative:             # <<<<<<<<<<<<<<
5314  *                         fasttext_fast_sentence_sg_neg(c, i, j)
5315  *
5316  */
5317           __pyx_t_7 = (__pyx_v_c->negative != 0);
5318           if (__pyx_t_7) {
5319 
5320             /* "gensim/models/fasttext_inner.pyx":566
5321  *                         fasttext_fast_sentence_sg_hs(c, i, j)
5322  *                     if c.negative:
5323  *                         fasttext_fast_sentence_sg_neg(c, i, j)             # <<<<<<<<<<<<<<
5324  *
5325  *
5326  */
5327             __pyx_f_6gensim_6models_14fasttext_inner_fasttext_fast_sentence_sg_neg(__pyx_v_c, __pyx_v_i, __pyx_v_j);
5328 
5329             /* "gensim/models/fasttext_inner.pyx":565
5330  *                     if c.hs:
5331  *                         fasttext_fast_sentence_sg_hs(c, i, j)
5332  *                     if c.negative:             # <<<<<<<<<<<<<<
5333  *                         fasttext_fast_sentence_sg_neg(c, i, j)
5334  *
5335  */
5336           }
5337           __pyx_L12_continue:;
5338         }
5339       }
5340       __pyx_L9:;
5341     }
5342   }
5343 
5344   /* "gensim/models/fasttext_inner.pyx":512
5345  *
5346  *
5347  * cdef void fasttext_train_any(FastTextConfig *c, int num_sentences) nogil:             # <<<<<<<<<<<<<<
5348  *     """Performs training on a fully initialized and populated configuration.
5349  *
5350  */
5351 
5352   /* function exit code */
5353 }
5354 
5355 /* "gensim/models/fasttext_inner.pyx":569
5356  *
5357  *
5358  * def train_batch_any(model, sentences, alpha, _work, _neu1):             # <<<<<<<<<<<<<<
5359  *     """Update the model by training on a sequence of sentences.
5360  *
5361  */
5362 
5363 /* Python wrapper */
5364 static PyObject *__pyx_pw_6gensim_6models_14fasttext_inner_1train_batch_any(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
5365 static char __pyx_doc_6gensim_6models_14fasttext_inner_train_batch_any[] = "train_batch_any(model, sentences, alpha, _work, _neu1)\nUpdate the model by training on a sequence of sentences.\n\n    Each sentence is a list of string tokens, which are looked up in the model's\n    vocab dictionary. Called internally from :meth:`~gensim.models.fasttext.FastText.train`.\n\n    Parameters\n    ----------\n    model : :class:`~gensim.models.fasttext.FastText`\n        Model to be trained.\n    sentences : iterable of list of str\n        A single batch: part of the corpus streamed directly from disk/network.\n    alpha : float\n        Learning rate.\n    _work : np.ndarray\n        Private working memory for each worker.\n    _neu1 : np.ndarray\n        Private working memory for each worker.\n\n    Returns\n    -------\n    int\n        Effective number of words trained.\n\n    ";
5366 static PyMethodDef __pyx_mdef_6gensim_6models_14fasttext_inner_1train_batch_any = {"train_batch_any", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_6gensim_6models_14fasttext_inner_1train_batch_any, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6gensim_6models_14fasttext_inner_train_batch_any};
__pyx_pw_6gensim_6models_14fasttext_inner_1train_batch_any(PyObject * __pyx_self,PyObject * __pyx_args,PyObject * __pyx_kwds)5367 static PyObject *__pyx_pw_6gensim_6models_14fasttext_inner_1train_batch_any(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
5368   PyObject *__pyx_v_model = 0;
5369   PyObject *__pyx_v_sentences = 0;
5370   PyObject *__pyx_v_alpha = 0;
5371   PyObject *__pyx_v__work = 0;
5372   PyObject *__pyx_v__neu1 = 0;
5373   int __pyx_lineno = 0;
5374   const char *__pyx_filename = NULL;
5375   int __pyx_clineno = 0;
5376   PyObject *__pyx_r = 0;
5377   __Pyx_RefNannyDeclarations
5378   __Pyx_RefNannySetupContext("train_batch_any (wrapper)", 0);
5379   {
5380     static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_model,&__pyx_n_s_sentences,&__pyx_n_s_alpha,&__pyx_n_s_work,&__pyx_n_s_neu1,0};
5381     PyObject* values[5] = {0,0,0,0,0};
5382     if (unlikely(__pyx_kwds)) {
5383       Py_ssize_t kw_args;
5384       const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
5385       switch (pos_args) {
5386         case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
5387         CYTHON_FALLTHROUGH;
5388         case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
5389         CYTHON_FALLTHROUGH;
5390         case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
5391         CYTHON_FALLTHROUGH;
5392         case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
5393         CYTHON_FALLTHROUGH;
5394         case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
5395         CYTHON_FALLTHROUGH;
5396         case  0: break;
5397         default: goto __pyx_L5_argtuple_error;
5398       }
5399       kw_args = PyDict_Size(__pyx_kwds);
5400       switch (pos_args) {
5401         case  0:
5402         if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_model)) != 0)) kw_args--;
5403         else goto __pyx_L5_argtuple_error;
5404         CYTHON_FALLTHROUGH;
5405         case  1:
5406         if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_sentences)) != 0)) kw_args--;
5407         else {
5408           __Pyx_RaiseArgtupleInvalid("train_batch_any", 1, 5, 5, 1); __PYX_ERR(0, 569, __pyx_L3_error)
5409         }
5410         CYTHON_FALLTHROUGH;
5411         case  2:
5412         if (likely((values[2] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_alpha)) != 0)) kw_args--;
5413         else {
5414           __Pyx_RaiseArgtupleInvalid("train_batch_any", 1, 5, 5, 2); __PYX_ERR(0, 569, __pyx_L3_error)
5415         }
5416         CYTHON_FALLTHROUGH;
5417         case  3:
5418         if (likely((values[3] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_work)) != 0)) kw_args--;
5419         else {
5420           __Pyx_RaiseArgtupleInvalid("train_batch_any", 1, 5, 5, 3); __PYX_ERR(0, 569, __pyx_L3_error)
5421         }
5422         CYTHON_FALLTHROUGH;
5423         case  4:
5424         if (likely((values[4] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_neu1)) != 0)) kw_args--;
5425         else {
5426           __Pyx_RaiseArgtupleInvalid("train_batch_any", 1, 5, 5, 4); __PYX_ERR(0, 569, __pyx_L3_error)
5427         }
5428       }
5429       if (unlikely(kw_args > 0)) {
5430         if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "train_batch_any") < 0)) __PYX_ERR(0, 569, __pyx_L3_error)
5431       }
5432     } else if (PyTuple_GET_SIZE(__pyx_args) != 5) {
5433       goto __pyx_L5_argtuple_error;
5434     } else {
5435       values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
5436       values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
5437       values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
5438       values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
5439       values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
5440     }
5441     __pyx_v_model = values[0];
5442     __pyx_v_sentences = values[1];
5443     __pyx_v_alpha = values[2];
5444     __pyx_v__work = values[3];
5445     __pyx_v__neu1 = values[4];
5446   }
5447   goto __pyx_L4_argument_unpacking_done;
5448   __pyx_L5_argtuple_error:;
5449   __Pyx_RaiseArgtupleInvalid("train_batch_any", 1, 5, 5, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 569, __pyx_L3_error)
5450   __pyx_L3_error:;
5451   __Pyx_AddTraceback("gensim.models.fasttext_inner.train_batch_any", __pyx_clineno, __pyx_lineno, __pyx_filename);
5452   __Pyx_RefNannyFinishContext();
5453   return NULL;
5454   __pyx_L4_argument_unpacking_done:;
5455   __pyx_r = __pyx_pf_6gensim_6models_14fasttext_inner_train_batch_any(__pyx_self, __pyx_v_model, __pyx_v_sentences, __pyx_v_alpha, __pyx_v__work, __pyx_v__neu1);
5456 
5457   /* function exit code */
5458   __Pyx_RefNannyFinishContext();
5459   return __pyx_r;
5460 }
5461 
__pyx_pf_6gensim_6models_14fasttext_inner_train_batch_any(CYTHON_UNUSED PyObject * __pyx_self,PyObject * __pyx_v_model,PyObject * __pyx_v_sentences,PyObject * __pyx_v_alpha,PyObject * __pyx_v__work,PyObject * __pyx_v__neu1)5462 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_train_batch_any(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_model, PyObject *__pyx_v_sentences, PyObject *__pyx_v_alpha, PyObject *__pyx_v__work, PyObject *__pyx_v__neu1) {
5463   struct __pyx_t_6gensim_6models_14fasttext_inner_FastTextConfig __pyx_v_c;
5464   int __pyx_v_num_words;
5465   int __pyx_v_num_sentences;
5466   PyObject *__pyx_v_i = NULL;
5467   PyObject *__pyx_v_randint = NULL;
5468   PyObject *__pyx_r = NULL;
5469   __Pyx_RefNannyDeclarations
5470   PyObject *__pyx_t_1 = NULL;
5471   PyObject *__pyx_t_2 = NULL;
5472   PyObject *__pyx_t_3 = NULL;
5473   PyObject *__pyx_t_4 = NULL;
5474   PyObject *(*__pyx_t_5)(PyObject *);
5475   int __pyx_t_6;
5476   int __pyx_t_7;
5477   PyObject *__pyx_t_8 = NULL;
5478   PyObject *__pyx_t_9 = NULL;
5479   PyObject *__pyx_t_10 = NULL;
5480   Py_ssize_t __pyx_t_11;
5481   PyObject *(*__pyx_t_12)(PyObject *);
5482   __pyx_t_5numpy_uint32_t __pyx_t_13;
5483   Py_ssize_t __pyx_t_14;
5484   int __pyx_lineno = 0;
5485   const char *__pyx_filename = NULL;
5486   int __pyx_clineno = 0;
5487   __Pyx_RefNannySetupContext("train_batch_any", 0);
5488 
5489   /* "gensim/models/fasttext_inner.pyx":596
5490  *     cdef:
5491  *         FastTextConfig c
5492  *         int num_words = 0             # <<<<<<<<<<<<<<
5493  *         int num_sentences = 0
5494  *
5495  */
5496   __pyx_v_num_words = 0;
5497 
5498   /* "gensim/models/fasttext_inner.pyx":597
5499  *         FastTextConfig c
5500  *         int num_words = 0
5501  *         int num_sentences = 0             # <<<<<<<<<<<<<<
5502  *
5503  *     init_ft_config(&c, model, alpha, _work, _neu1)
5504  */
5505   __pyx_v_num_sentences = 0;
5506 
5507   /* "gensim/models/fasttext_inner.pyx":599
5508  *         int num_sentences = 0
5509  *
5510  *     init_ft_config(&c, model, alpha, _work, _neu1)             # <<<<<<<<<<<<<<
5511  *
5512  *     num_words, num_sentences = populate_ft_config(&c, model.wv, model.wv.buckets_word, sentences)
5513  */
5514   __pyx_f_6gensim_6models_14fasttext_inner_init_ft_config((&__pyx_v_c), __pyx_v_model, __pyx_v_alpha, __pyx_v__work, __pyx_v__neu1);
5515 
5516   /* "gensim/models/fasttext_inner.pyx":601
5517  *     init_ft_config(&c, model, alpha, _work, _neu1)
5518  *
5519  *     num_words, num_sentences = populate_ft_config(&c, model.wv, model.wv.buckets_word, sentences)             # <<<<<<<<<<<<<<
5520  *
5521  *     # precompute "reduced window" offsets in a single randint() call
5522  */
5523   __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_wv); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 601, __pyx_L1_error)
5524   __Pyx_GOTREF(__pyx_t_1);
5525   __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_model, __pyx_n_s_wv); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 601, __pyx_L1_error)
5526   __Pyx_GOTREF(__pyx_t_2);
5527   __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_buckets_word); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 601, __pyx_L1_error)
5528   __Pyx_GOTREF(__pyx_t_3);
5529   __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
5530   __pyx_t_2 = __pyx_f_6gensim_6models_14fasttext_inner_populate_ft_config((&__pyx_v_c), __pyx_t_1, __pyx_t_3, __pyx_v_sentences); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 601, __pyx_L1_error)
5531   __Pyx_GOTREF(__pyx_t_2);
5532   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
5533   __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
5534   if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) {
5535     PyObject* sequence = __pyx_t_2;
5536     Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
5537     if (unlikely(size != 2)) {
5538       if (size > 2) __Pyx_RaiseTooManyValuesError(2);
5539       else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
5540       __PYX_ERR(0, 601, __pyx_L1_error)
5541     }
5542     #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
5543     if (likely(PyTuple_CheckExact(sequence))) {
5544       __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0);
5545       __pyx_t_1 = PyTuple_GET_ITEM(sequence, 1);
5546     } else {
5547       __pyx_t_3 = PyList_GET_ITEM(sequence, 0);
5548       __pyx_t_1 = PyList_GET_ITEM(sequence, 1);
5549     }
5550     __Pyx_INCREF(__pyx_t_3);
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6534  *         j, n = i, 1             # <<<<<<<<<<<<<<
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6580         if (__pyx_t_12) {
6581         } else {
6582           __pyx_t_9 = __pyx_t_12;
6583           goto __pyx_L12_bool_binop_done;
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6633         /* "gensim/models/fasttext_inner.pyx":712
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__pyx_pf_6gensim_6models_14fasttext_inner_8init(CYTHON_UNUSED PyObject * __pyx_self)6839 static PyObject *__pyx_pf_6gensim_6models_14fasttext_inner_8init(CYTHON_UNUSED PyObject *__pyx_self) {
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6850  *         EXP_TABLE[i] = <REAL_t>exp((i / <REAL_t>EXP_TABLE_SIZE * 2 - 1) * MAX_EXP)
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6857  *     # build the sigmoid table
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6866  *     for i in range(EXP_TABLE_SIZE):
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6869  *         LOG_TABLE[i] = <REAL_t>log( EXP_TABLE[i] )
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6879  *
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8082 
8083 #ifndef CYTHON_NO_PYINIT_EXPORT
8084 #define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
8085 #elif PY_MAJOR_VERSION < 3
8086 #ifdef __cplusplus
8087 #define __Pyx_PyMODINIT_FUNC extern "C" void
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8089 #define __Pyx_PyMODINIT_FUNC void
8090 #endif
8091 #else
8092 #ifdef __cplusplus
8093 #define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
8094 #else
8095 #define __Pyx_PyMODINIT_FUNC PyObject *
8096 #endif
8097 #endif
8098 
8099 
8100 #if PY_MAJOR_VERSION < 3
8101 __Pyx_PyMODINIT_FUNC initfasttext_inner(void) CYTHON_SMALL_CODE; /*proto*/
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8104 __Pyx_PyMODINIT_FUNC PyInit_fasttext_inner(void) CYTHON_SMALL_CODE; /*proto*/
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8120     PyInterpreterState *current_interpreter = PyThreadState_Get()->interp;
8121     if (!main_interpreter) {
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8125     {
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8142         PyErr_Clear();
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8152     if (__pyx_m)
8153         return __Pyx_NewRef(__pyx_m);
8154     modname = PyObject_GetAttrString(spec, "name");
8155     if (unlikely(!modname)) goto bad;
8156     module = PyModule_NewObject(modname);
8157     Py_DECREF(modname);
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8159     moddict = PyModule_GetDict(module);
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8161     if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "loader", "__loader__", 1) < 0)) goto bad;
8162     if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad;
8163     if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad;
8164     if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad;
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8171 
8172 static CYTHON_SMALL_CODE int __pyx_pymod_exec_fasttext_inner(PyObject *__pyx_pyinit_module)
8173 #endif
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8177   PyObject *__pyx_t_2 = NULL;
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8179   const char *__pyx_filename = NULL;
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8186     return -1;
8187   }
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8192 __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
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8197       Py_FatalError("failed to import 'refnanny' module");
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8230   PyEval_InitThreads();
8231   #endif
8232   #endif
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8234   #if CYTHON_PEP489_MULTI_PHASE_INIT
8235   __pyx_m = __pyx_pyinit_module;
8236   Py_INCREF(__pyx_m);
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8261   {
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8286  *
8287  * import cython
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8289  * cimport numpy as np
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8311  *
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8316  *
8317  *
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8341  *
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8346  *
8347  *
8348  * def init():             # <<<<<<<<<<<<<<
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8350  *     Also calculate log(sigmoid(x)) into LOG_TABLE.
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8352   __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_6gensim_6models_14fasttext_inner_9init, NULL, __pyx_n_s_gensim_models_fasttext_inner); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 718, __pyx_L1_error)
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8355   __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
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8358  *
8359  *
8360  * init()  # initialize the module             # <<<<<<<<<<<<<<
8361  * MAX_WORDS_IN_BATCH = MAX_SENTENCE_LEN
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8368   __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
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8373  * MAX_WORDS_IN_BATCH = MAX_SENTENCE_LEN             # <<<<<<<<<<<<<<
8374  */
8375   if (PyDict_SetItem(__pyx_d, __pyx_n_s_MAX_WORDS_IN_BATCH, __pyx_int_10000) < 0) __PYX_ERR(0, 735, __pyx_L1_error)
8376 
8377   /* "gensim/models/fasttext_inner.pyx":1
8378  * #!/usr/bin/env cython             # <<<<<<<<<<<<<<
8379  * # cython: boundscheck=False
8380  * # cython: wraparound=False
8381  */
8382   __pyx_t_2 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 1, __pyx_L1_error)
8383   __Pyx_GOTREF(__pyx_t_2);
8384   if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
8385   __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
8386 
8387   /* "../../envs/gensim/lib/python3.8/site-packages/numpy/__init__.pxd":892
8388  *         raise ImportError("numpy.core.umath failed to import")
8389  *
8390  * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
8391  *     try:
8392  *         _import_umath()
8393  */
8394 
8395   /*--- Wrapped vars code ---*/
8396 
8397   goto __pyx_L0;
8398   __pyx_L1_error:;
8399   __Pyx_XDECREF(__pyx_t_1);
8400   __Pyx_XDECREF(__pyx_t_2);
8401   if (__pyx_m) {
8402     if (__pyx_d) {
8403       __Pyx_AddTraceback("init gensim.models.fasttext_inner", __pyx_clineno, __pyx_lineno, __pyx_filename);
8404     }
8405     Py_CLEAR(__pyx_m);
8406   } else if (!PyErr_Occurred()) {
8407     PyErr_SetString(PyExc_ImportError, "init gensim.models.fasttext_inner");
8408   }
8409   __pyx_L0:;
8410   __Pyx_RefNannyFinishContext();
8411   #if CYTHON_PEP489_MULTI_PHASE_INIT
8412   return (__pyx_m != NULL) ? 0 : -1;
8413   #elif PY_MAJOR_VERSION >= 3
8414   return __pyx_m;
8415   #else
8416   return;
8417   #endif
8418 }
8419 
8420 /* --- Runtime support code --- */
8421 /* Refnanny */
8422 #if CYTHON_REFNANNY
__Pyx_RefNannyImportAPI(const char * modname)8423 static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
8424     PyObject *m = NULL, *p = NULL;
8425     void *r = NULL;
8426     m = PyImport_ImportModule(modname);
8427     if (!m) goto end;
8428     p = PyObject_GetAttrString(m, "RefNannyAPI");
8429     if (!p) goto end;
8430     r = PyLong_AsVoidPtr(p);
8431 end:
8432     Py_XDECREF(p);
8433     Py_XDECREF(m);
8434     return (__Pyx_RefNannyAPIStruct *)r;
8435 }
8436 #endif
8437 
8438 /* PyObjectGetAttrStr */
8439 #if CYTHON_USE_TYPE_SLOTS
__Pyx_PyObject_GetAttrStr(PyObject * obj,PyObject * attr_name)8440 static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
8441     PyTypeObject* tp = Py_TYPE(obj);
8442     if (likely(tp->tp_getattro))
8443         return tp->tp_getattro(obj, attr_name);
8444 #if PY_MAJOR_VERSION < 3
8445     if (likely(tp->tp_getattr))
8446         return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
8447 #endif
8448     return PyObject_GetAttr(obj, attr_name);
8449 }
8450 #endif
8451 
8452 /* GetBuiltinName */
__Pyx_GetBuiltinName(PyObject * name)8453 static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
8454     PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
8455     if (unlikely(!result)) {
8456         PyErr_Format(PyExc_NameError,
8457 #if PY_MAJOR_VERSION >= 3
8458             "name '%U' is not defined", name);
8459 #else
8460             "name '%.200s' is not defined", PyString_AS_STRING(name));
8461 #endif
8462     }
8463     return result;
8464 }
8465 
8466 /* PyIntCompare */
__Pyx_PyInt_NeObjC(PyObject * op1,PyObject * op2,CYTHON_UNUSED long intval,CYTHON_UNUSED long inplace)8467 static CYTHON_INLINE PyObject* __Pyx_PyInt_NeObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
8468     if (op1 == op2) {
8469         Py_RETURN_FALSE;
8470     }
8471     #if PY_MAJOR_VERSION < 3
8472     if (likely(PyInt_CheckExact(op1))) {
8473         const long b = intval;
8474         long a = PyInt_AS_LONG(op1);
8475         if (a != b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
8476     }
8477     #endif
8478     #if CYTHON_USE_PYLONG_INTERNALS
8479     if (likely(PyLong_CheckExact(op1))) {
8480         int unequal;
8481         unsigned long uintval;
8482         Py_ssize_t size = Py_SIZE(op1);
8483         const digit* digits = ((PyLongObject*)op1)->ob_digit;
8484         if (intval == 0) {
8485             if (size != 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
8486         } else if (intval < 0) {
8487             if (size >= 0)
8488                 Py_RETURN_TRUE;
8489             intval = -intval;
8490             size = -size;
8491         } else {
8492             if (size <= 0)
8493                 Py_RETURN_TRUE;
8494         }
8495         uintval = (unsigned long) intval;
8496 #if PyLong_SHIFT * 4 < SIZEOF_LONG*8
8497         if (uintval >> (PyLong_SHIFT * 4)) {
8498             unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
8499                  | (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));
8500         } else
8501 #endif
8502 #if PyLong_SHIFT * 3 < SIZEOF_LONG*8
8503         if (uintval >> (PyLong_SHIFT * 3)) {
8504             unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
8505                  | (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));
8506         } else
8507 #endif
8508 #if PyLong_SHIFT * 2 < SIZEOF_LONG*8
8509         if (uintval >> (PyLong_SHIFT * 2)) {
8510             unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
8511                  | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
8512         } else
8513 #endif
8514 #if PyLong_SHIFT * 1 < SIZEOF_LONG*8
8515         if (uintval >> (PyLong_SHIFT * 1)) {
8516             unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
8517                  | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
8518         } else
8519 #endif
8520             unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
8521         if (unequal != 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
8522     }
8523     #endif
8524     if (PyFloat_CheckExact(op1)) {
8525         const long b = intval;
8526         double a = PyFloat_AS_DOUBLE(op1);
8527         if ((double)a != (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
8528     }
8529     return (
8530         PyObject_RichCompare(op1, op2, Py_NE));
8531 }
8532 
8533 /* ExtTypeTest */
__Pyx_TypeTest(PyObject * obj,PyTypeObject * type)8534 static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
8535     if (unlikely(!type)) {
8536         PyErr_SetString(PyExc_SystemError, "Missing type object");
8537         return 0;
8538     }
8539     if (likely(__Pyx_TypeCheck(obj, type)))
8540         return 1;
8541     PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
8542                  Py_TYPE(obj)->tp_name, type->tp_name);
8543     return 0;
8544 }
8545 
8546 /* PyObjectCall */
8547 #if CYTHON_COMPILING_IN_CPYTHON
__Pyx_PyObject_Call(PyObject * func,PyObject * arg,PyObject * kw)8548 static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
8549     PyObject *result;
8550     ternaryfunc call = func->ob_type->tp_call;
8551     if (unlikely(!call))
8552         return PyObject_Call(func, arg, kw);
8553     if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
8554         return NULL;
8555     result = (*call)(func, arg, kw);
8556     Py_LeaveRecursiveCall();
8557     if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
8558         PyErr_SetString(
8559             PyExc_SystemError,
8560             "NULL result without error in PyObject_Call");
8561     }
8562     return result;
8563 }
8564 #endif
8565 
8566 /* PyErrFetchRestore */
8567 #if CYTHON_FAST_THREAD_STATE
__Pyx_ErrRestoreInState(PyThreadState * tstate,PyObject * type,PyObject * value,PyObject * tb)8568 static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
8569     PyObject *tmp_type, *tmp_value, *tmp_tb;
8570     tmp_type = tstate->curexc_type;
8571     tmp_value = tstate->curexc_value;
8572     tmp_tb = tstate->curexc_traceback;
8573     tstate->curexc_type = type;
8574     tstate->curexc_value = value;
8575     tstate->curexc_traceback = tb;
8576     Py_XDECREF(tmp_type);
8577     Py_XDECREF(tmp_value);
8578     Py_XDECREF(tmp_tb);
8579 }
__Pyx_ErrFetchInState(PyThreadState * tstate,PyObject ** type,PyObject ** value,PyObject ** tb)8580 static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
8581     *type = tstate->curexc_type;
8582     *value = tstate->curexc_value;
8583     *tb = tstate->curexc_traceback;
8584     tstate->curexc_type = 0;
8585     tstate->curexc_value = 0;
8586     tstate->curexc_traceback = 0;
8587 }
8588 #endif
8589 
8590 /* WriteUnraisableException */
__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)8591 static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
8592                                   CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
8593                                   int full_traceback, CYTHON_UNUSED int nogil) {
8594     PyObject *old_exc, *old_val, *old_tb;
8595     PyObject *ctx;
8596     __Pyx_PyThreadState_declare
8597 #ifdef WITH_THREAD
8598     PyGILState_STATE state;
8599     if (nogil)
8600         state = PyGILState_Ensure();
8601 #ifdef _MSC_VER
8602     else state = (PyGILState_STATE)-1;
8603 #endif
8604 #endif
8605     __Pyx_PyThreadState_assign
8606     __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
8607     if (full_traceback) {
8608         Py_XINCREF(old_exc);
8609         Py_XINCREF(old_val);
8610         Py_XINCREF(old_tb);
8611         __Pyx_ErrRestore(old_exc, old_val, old_tb);
8612         PyErr_PrintEx(1);
8613     }
8614     #if PY_MAJOR_VERSION < 3
8615     ctx = PyString_FromString(name);
8616     #else
8617     ctx = PyUnicode_FromString(name);
8618     #endif
8619     __Pyx_ErrRestore(old_exc, old_val, old_tb);
8620     if (!ctx) {
8621         PyErr_WriteUnraisable(Py_None);
8622     } else {
8623         PyErr_WriteUnraisable(ctx);
8624         Py_DECREF(ctx);
8625     }
8626 #ifdef WITH_THREAD
8627     if (nogil)
8628         PyGILState_Release(state);
8629 #endif
8630 }
8631 
8632 /* DictGetItem */
8633 #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
__Pyx_PyDict_GetItem(PyObject * d,PyObject * key)8634 static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
8635     PyObject *value;
8636     value = PyDict_GetItemWithError(d, key);
8637     if (unlikely(!value)) {
8638         if (!PyErr_Occurred()) {
8639             if (unlikely(PyTuple_Check(key))) {
8640                 PyObject* args = PyTuple_Pack(1, key);
8641                 if (likely(args)) {
8642                     PyErr_SetObject(PyExc_KeyError, args);
8643                     Py_DECREF(args);
8644                 }
8645             } else {
8646                 PyErr_SetObject(PyExc_KeyError, key);
8647             }
8648         }
8649         return NULL;
8650     }
8651     Py_INCREF(value);
8652     return value;
8653 }
8654 #endif
8655 
8656 /* PyFunctionFastCall */
8657 #if CYTHON_FAST_PYCALL
__Pyx_PyFunction_FastCallNoKw(PyCodeObject * co,PyObject ** args,Py_ssize_t na,PyObject * globals)8658 static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
8659                                                PyObject *globals) {
8660     PyFrameObject *f;
8661     PyThreadState *tstate = __Pyx_PyThreadState_Current;
8662     PyObject **fastlocals;
8663     Py_ssize_t i;
8664     PyObject *result;
8665     assert(globals != NULL);
8666     /* XXX Perhaps we should create a specialized
8667        PyFrame_New() that doesn't take locals, but does
8668        take builtins without sanity checking them.
8669        */
8670     assert(tstate != NULL);
8671     f = PyFrame_New(tstate, co, globals, NULL);
8672     if (f == NULL) {
8673         return NULL;
8674     }
8675     fastlocals = __Pyx_PyFrame_GetLocalsplus(f);
8676     for (i = 0; i < na; i++) {
8677         Py_INCREF(*args);
8678         fastlocals[i] = *args++;
8679     }
8680     result = PyEval_EvalFrameEx(f,0);
8681     ++tstate->recursion_depth;
8682     Py_DECREF(f);
8683     --tstate->recursion_depth;
8684     return result;
8685 }
8686 #if 1 || PY_VERSION_HEX < 0x030600B1
__Pyx_PyFunction_FastCallDict(PyObject * func,PyObject ** args,Py_ssize_t nargs,PyObject * kwargs)8687 static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) {
8688     PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
8689     PyObject *globals = PyFunction_GET_GLOBALS(func);
8690     PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
8691     PyObject *closure;
8692 #if PY_MAJOR_VERSION >= 3
8693     PyObject *kwdefs;
8694 #endif
8695     PyObject *kwtuple, **k;
8696     PyObject **d;
8697     Py_ssize_t nd;
8698     Py_ssize_t nk;
8699     PyObject *result;
8700     assert(kwargs == NULL || PyDict_Check(kwargs));
8701     nk = kwargs ? PyDict_Size(kwargs) : 0;
8702     if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
8703         return NULL;
8704     }
8705     if (
8706 #if PY_MAJOR_VERSION >= 3
8707             co->co_kwonlyargcount == 0 &&
8708 #endif
8709             likely(kwargs == NULL || nk == 0) &&
8710             co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
8711         if (argdefs == NULL && co->co_argcount == nargs) {
8712             result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
8713             goto done;
8714         }
8715         else if (nargs == 0 && argdefs != NULL
8716                  && co->co_argcount == Py_SIZE(argdefs)) {
8717             /* function called with no arguments, but all parameters have
8718                a default value: use default values as arguments .*/
8719             args = &PyTuple_GET_ITEM(argdefs, 0);
8720             result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
8721             goto done;
8722         }
8723     }
8724     if (kwargs != NULL) {
8725         Py_ssize_t pos, i;
8726         kwtuple = PyTuple_New(2 * nk);
8727         if (kwtuple == NULL) {
8728             result = NULL;
8729             goto done;
8730         }
8731         k = &PyTuple_GET_ITEM(kwtuple, 0);
8732         pos = i = 0;
8733         while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
8734             Py_INCREF(k[i]);
8735             Py_INCREF(k[i+1]);
8736             i += 2;
8737         }
8738         nk = i / 2;
8739     }
8740     else {
8741         kwtuple = NULL;
8742         k = NULL;
8743     }
8744     closure = PyFunction_GET_CLOSURE(func);
8745 #if PY_MAJOR_VERSION >= 3
8746     kwdefs = PyFunction_GET_KW_DEFAULTS(func);
8747 #endif
8748     if (argdefs != NULL) {
8749         d = &PyTuple_GET_ITEM(argdefs, 0);
8750         nd = Py_SIZE(argdefs);
8751     }
8752     else {
8753         d = NULL;
8754         nd = 0;
8755     }
8756 #if PY_MAJOR_VERSION >= 3
8757     result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
8758                                args, (int)nargs,
8759                                k, (int)nk,
8760                                d, (int)nd, kwdefs, closure);
8761 #else
8762     result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
8763                                args, (int)nargs,
8764                                k, (int)nk,
8765                                d, (int)nd, closure);
8766 #endif
8767     Py_XDECREF(kwtuple);
8768 done:
8769     Py_LeaveRecursiveCall();
8770     return result;
8771 }
8772 #endif
8773 #endif
8774 
8775 /* PyCFunctionFastCall */
8776 #if CYTHON_FAST_PYCCALL
__Pyx_PyCFunction_FastCall(PyObject * func_obj,PyObject ** args,Py_ssize_t nargs)8777 static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
8778     PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
8779     PyCFunction meth = PyCFunction_GET_FUNCTION(func);
8780     PyObject *self = PyCFunction_GET_SELF(func);
8781     int flags = PyCFunction_GET_FLAGS(func);
8782     assert(PyCFunction_Check(func));
8783     assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
8784     assert(nargs >= 0);
8785     assert(nargs == 0 || args != NULL);
8786     /* _PyCFunction_FastCallDict() must not be called with an exception set,
8787        because it may clear it (directly or indirectly) and so the
8788        caller loses its exception */
8789     assert(!PyErr_Occurred());
8790     if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
8791         return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL);
8792     } else {
8793         return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs);
8794     }
8795 }
8796 #endif
8797 
8798 /* GetItemInt */
__Pyx_GetItemInt_Generic(PyObject * o,PyObject * j)8799 static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
8800     PyObject *r;
8801     if (!j) return NULL;
8802     r = PyObject_GetItem(o, j);
8803     Py_DECREF(j);
8804     return r;
8805 }
__Pyx_GetItemInt_List_Fast(PyObject * o,Py_ssize_t i,CYTHON_NCP_UNUSED int wraparound,CYTHON_NCP_UNUSED int boundscheck)8806 static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
8807                                                               CYTHON_NCP_UNUSED int wraparound,
8808                                                               CYTHON_NCP_UNUSED int boundscheck) {
8809 #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
8810     Py_ssize_t wrapped_i = i;
8811     if (wraparound & unlikely(i < 0)) {
8812         wrapped_i += PyList_GET_SIZE(o);
8813     }
8814     if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
8815         PyObject *r = PyList_GET_ITEM(o, wrapped_i);
8816         Py_INCREF(r);
8817         return r;
8818     }
8819     return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
8820 #else
8821     return PySequence_GetItem(o, i);
8822 #endif
8823 }
__Pyx_GetItemInt_Tuple_Fast(PyObject * o,Py_ssize_t i,CYTHON_NCP_UNUSED int wraparound,CYTHON_NCP_UNUSED int boundscheck)8824 static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
8825                                                               CYTHON_NCP_UNUSED int wraparound,
8826                                                               CYTHON_NCP_UNUSED int boundscheck) {
8827 #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
8828     Py_ssize_t wrapped_i = i;
8829     if (wraparound & unlikely(i < 0)) {
8830         wrapped_i += PyTuple_GET_SIZE(o);
8831     }
8832     if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
8833         PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
8834         Py_INCREF(r);
8835         return r;
8836     }
8837     return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
8838 #else
8839     return PySequence_GetItem(o, i);
8840 #endif
8841 }
__Pyx_GetItemInt_Fast(PyObject * o,Py_ssize_t i,int is_list,CYTHON_NCP_UNUSED int wraparound,CYTHON_NCP_UNUSED int boundscheck)8842 static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
8843                                                      CYTHON_NCP_UNUSED int wraparound,
8844                                                      CYTHON_NCP_UNUSED int boundscheck) {
8845 #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
8846     if (is_list || PyList_CheckExact(o)) {
8847         Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
8848         if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
8849             PyObject *r = PyList_GET_ITEM(o, n);
8850             Py_INCREF(r);
8851             return r;
8852         }
8853     }
8854     else if (PyTuple_CheckExact(o)) {
8855         Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
8856         if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
8857             PyObject *r = PyTuple_GET_ITEM(o, n);
8858             Py_INCREF(r);
8859             return r;
8860         }
8861     } else {
8862         PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
8863         if (likely(m && m->sq_item)) {
8864             if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
8865                 Py_ssize_t l = m->sq_length(o);
8866                 if (likely(l >= 0)) {
8867                     i += l;
8868                 } else {
8869                     if (!PyErr_ExceptionMatches(PyExc_OverflowError))
8870                         return NULL;
8871                     PyErr_Clear();
8872                 }
8873             }
8874             return m->sq_item(o, i);
8875         }
8876     }
8877 #else
8878     if (is_list || PySequence_Check(o)) {
8879         return PySequence_GetItem(o, i);
8880     }
8881 #endif
8882     return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
8883 }
8884 
8885 /* ObjectGetItem */
8886 #if CYTHON_USE_TYPE_SLOTS
__Pyx_PyObject_GetIndex(PyObject * obj,PyObject * index)8887 static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
8888     PyObject *runerr;
8889     Py_ssize_t key_value;
8890     PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
8891     if (unlikely(!(m && m->sq_item))) {
8892         PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
8893         return NULL;
8894     }
8895     key_value = __Pyx_PyIndex_AsSsize_t(index);
8896     if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
8897         return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
8898     }
8899     if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
8900         PyErr_Clear();
8901         PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
8902     }
8903     return NULL;
8904 }
__Pyx_PyObject_GetItem(PyObject * obj,PyObject * key)8905 static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
8906     PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
8907     if (likely(m && m->mp_subscript)) {
8908         return m->mp_subscript(obj, key);
8909     }
8910     return __Pyx_PyObject_GetIndex(obj, key);
8911 }
8912 #endif
8913 
8914 /* None */
__Pyx_RaiseUnboundLocalError(const char * varname)8915 static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
8916     PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
8917 }
8918 
8919 /* RaiseArgTupleInvalid */
__Pyx_RaiseArgtupleInvalid(const char * func_name,int exact,Py_ssize_t num_min,Py_ssize_t num_max,Py_ssize_t num_found)8920 static void __Pyx_RaiseArgtupleInvalid(
8921     const char* func_name,
8922     int exact,
8923     Py_ssize_t num_min,
8924     Py_ssize_t num_max,
8925     Py_ssize_t num_found)
8926 {
8927     Py_ssize_t num_expected;
8928     const char *more_or_less;
8929     if (num_found < num_min) {
8930         num_expected = num_min;
8931         more_or_less = "at least";
8932     } else {
8933         num_expected = num_max;
8934         more_or_less = "at most";
8935     }
8936     if (exact) {
8937         more_or_less = "exactly";
8938     }
8939     PyErr_Format(PyExc_TypeError,
8940                  "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
8941                  func_name, more_or_less, num_expected,
8942                  (num_expected == 1) ? "" : "s", num_found);
8943 }
8944 
8945 /* RaiseDoubleKeywords */
__Pyx_RaiseDoubleKeywordsError(const char * func_name,PyObject * kw_name)8946 static void __Pyx_RaiseDoubleKeywordsError(
8947     const char* func_name,
8948     PyObject* kw_name)
8949 {
8950     PyErr_Format(PyExc_TypeError,
8951         #if PY_MAJOR_VERSION >= 3
8952         "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
8953         #else
8954         "%s() got multiple values for keyword argument '%s'", func_name,
8955         PyString_AsString(kw_name));
8956         #endif
8957 }
8958 
8959 /* ParseKeywords */
__Pyx_ParseOptionalKeywords(PyObject * kwds,PyObject ** argnames[],PyObject * kwds2,PyObject * values[],Py_ssize_t num_pos_args,const char * function_name)8960 static int __Pyx_ParseOptionalKeywords(
8961     PyObject *kwds,
8962     PyObject **argnames[],
8963     PyObject *kwds2,
8964     PyObject *values[],
8965     Py_ssize_t num_pos_args,
8966     const char* function_name)
8967 {
8968     PyObject *key = 0, *value = 0;
8969     Py_ssize_t pos = 0;
8970     PyObject*** name;
8971     PyObject*** first_kw_arg = argnames + num_pos_args;
8972     while (PyDict_Next(kwds, &pos, &key, &value)) {
8973         name = first_kw_arg;
8974         while (*name && (**name != key)) name++;
8975         if (*name) {
8976             values[name-argnames] = value;
8977             continue;
8978         }
8979         name = first_kw_arg;
8980         #if PY_MAJOR_VERSION < 3
8981         if (likely(PyString_Check(key))) {
8982             while (*name) {
8983                 if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
8984                         && _PyString_Eq(**name, key)) {
8985                     values[name-argnames] = value;
8986                     break;
8987                 }
8988                 name++;
8989             }
8990             if (*name) continue;
8991             else {
8992                 PyObject*** argname = argnames;
8993                 while (argname != first_kw_arg) {
8994                     if ((**argname == key) || (
8995                             (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
8996                              && _PyString_Eq(**argname, key))) {
8997                         goto arg_passed_twice;
8998                     }
8999                     argname++;
9000                 }
9001             }
9002         } else
9003         #endif
9004         if (likely(PyUnicode_Check(key))) {
9005             while (*name) {
9006                 int cmp = (**name == key) ? 0 :
9007                 #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
9008                     (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
9009                 #endif
9010                     PyUnicode_Compare(**name, key);
9011                 if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
9012                 if (cmp == 0) {
9013                     values[name-argnames] = value;
9014                     break;
9015                 }
9016                 name++;
9017             }
9018             if (*name) continue;
9019             else {
9020                 PyObject*** argname = argnames;
9021                 while (argname != first_kw_arg) {
9022                     int cmp = (**argname == key) ? 0 :
9023                     #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
9024                         (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
9025                     #endif
9026                         PyUnicode_Compare(**argname, key);
9027                     if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
9028                     if (cmp == 0) goto arg_passed_twice;
9029                     argname++;
9030                 }
9031             }
9032         } else
9033             goto invalid_keyword_type;
9034         if (kwds2) {
9035             if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
9036         } else {
9037             goto invalid_keyword;
9038         }
9039     }
9040     return 0;
9041 arg_passed_twice:
9042     __Pyx_RaiseDoubleKeywordsError(function_name, key);
9043     goto bad;
9044 invalid_keyword_type:
9045     PyErr_Format(PyExc_TypeError,
9046         "%.200s() keywords must be strings", function_name);
9047     goto bad;
9048 invalid_keyword:
9049     PyErr_Format(PyExc_TypeError,
9050     #if PY_MAJOR_VERSION < 3
9051         "%.200s() got an unexpected keyword argument '%.200s'",
9052         function_name, PyString_AsString(key));
9053     #else
9054         "%s() got an unexpected keyword argument '%U'",
9055         function_name, key);
9056     #endif
9057 bad:
9058     return -1;
9059 }
9060 
9061 /* RaiseTooManyValuesToUnpack */
__Pyx_RaiseTooManyValuesError(Py_ssize_t expected)9062 static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
9063     PyErr_Format(PyExc_ValueError,
9064                  "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
9065 }
9066 
9067 /* RaiseNeedMoreValuesToUnpack */
__Pyx_RaiseNeedMoreValuesError(Py_ssize_t index)9068 static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
9069     PyErr_Format(PyExc_ValueError,
9070                  "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
9071                  index, (index == 1) ? "" : "s");
9072 }
9073 
9074 /* IterFinish */
__Pyx_IterFinish(void)9075 static CYTHON_INLINE int __Pyx_IterFinish(void) {
9076 #if CYTHON_FAST_THREAD_STATE
9077     PyThreadState *tstate = __Pyx_PyThreadState_Current;
9078     PyObject* exc_type = tstate->curexc_type;
9079     if (unlikely(exc_type)) {
9080         if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) {
9081             PyObject *exc_value, *exc_tb;
9082             exc_value = tstate->curexc_value;
9083             exc_tb = tstate->curexc_traceback;
9084             tstate->curexc_type = 0;
9085             tstate->curexc_value = 0;
9086             tstate->curexc_traceback = 0;
9087             Py_DECREF(exc_type);
9088             Py_XDECREF(exc_value);
9089             Py_XDECREF(exc_tb);
9090             return 0;
9091         } else {
9092             return -1;
9093         }
9094     }
9095     return 0;
9096 #else
9097     if (unlikely(PyErr_Occurred())) {
9098         if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
9099             PyErr_Clear();
9100             return 0;
9101         } else {
9102             return -1;
9103         }
9104     }
9105     return 0;
9106 #endif
9107 }
9108 
9109 /* UnpackItemEndCheck */
__Pyx_IternextUnpackEndCheck(PyObject * retval,Py_ssize_t expected)9110 static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
9111     if (unlikely(retval)) {
9112         Py_DECREF(retval);
9113         __Pyx_RaiseTooManyValuesError(expected);
9114         return -1;
9115     } else {
9116         return __Pyx_IterFinish();
9117     }
9118     return 0;
9119 }
9120 
9121 /* PyIntBinop */
9122 #if !CYTHON_COMPILING_IN_PYPY
__Pyx_PyInt_AddObjC(PyObject * op1,PyObject * op2,CYTHON_UNUSED long intval,int inplace,int zerodivision_check)9123 static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
9124     (void)inplace;
9125     (void)zerodivision_check;
9126     #if PY_MAJOR_VERSION < 3
9127     if (likely(PyInt_CheckExact(op1))) {
9128         const long b = intval;
9129         long x;
9130         long a = PyInt_AS_LONG(op1);
9131             x = (long)((unsigned long)a + b);
9132             if (likely((x^a) >= 0 || (x^b) >= 0))
9133                 return PyInt_FromLong(x);
9134             return PyLong_Type.tp_as_number->nb_add(op1, op2);
9135     }
9136     #endif
9137     #if CYTHON_USE_PYLONG_INTERNALS
9138     if (likely(PyLong_CheckExact(op1))) {
9139         const long b = intval;
9140         long a, x;
9141 #ifdef HAVE_LONG_LONG
9142         const PY_LONG_LONG llb = intval;
9143         PY_LONG_LONG lla, llx;
9144 #endif
9145         const digit* digits = ((PyLongObject*)op1)->ob_digit;
9146         const Py_ssize_t size = Py_SIZE(op1);
9147         if (likely(__Pyx_sst_abs(size) <= 1)) {
9148             a = likely(size) ? digits[0] : 0;
9149             if (size == -1) a = -a;
9150         } else {
9151             switch (size) {
9152                 case -2:
9153                     if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
9154                         a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
9155                         break;
9156 #ifdef HAVE_LONG_LONG
9157                     } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
9158                         lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
9159                         goto long_long;
9160 #endif
9161                     }
9162                     CYTHON_FALLTHROUGH;
9163                 case 2:
9164                     if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
9165                         a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
9166                         break;
9167 #ifdef HAVE_LONG_LONG
9168                     } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
9169                         lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
9170                         goto long_long;
9171 #endif
9172                     }
9173                     CYTHON_FALLTHROUGH;
9174                 case -3:
9175                     if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
9176                         a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
9177                         break;
9178 #ifdef HAVE_LONG_LONG
9179                     } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
9180                         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]));
9181                         goto long_long;
9182 #endif
9183                     }
9184                     CYTHON_FALLTHROUGH;
9185                 case 3:
9186                     if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
9187                         a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
9188                         break;
9189 #ifdef HAVE_LONG_LONG
9190                     } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
9191                         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]));
9192                         goto long_long;
9193 #endif
9194                     }
9195                     CYTHON_FALLTHROUGH;
9196                 case -4:
9197                     if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
9198                         a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
9199                         break;
9200 #ifdef HAVE_LONG_LONG
9201                     } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
9202                         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]));
9203                         goto long_long;
9204 #endif
9205                     }
9206                     CYTHON_FALLTHROUGH;
9207                 case 4:
9208                     if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
9209                         a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
9210                         break;
9211 #ifdef HAVE_LONG_LONG
9212                     } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
9213                         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]));
9214                         goto long_long;
9215 #endif
9216                     }
9217                     CYTHON_FALLTHROUGH;
9218                 default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
9219             }
9220         }
9221                 x = a + b;
9222             return PyLong_FromLong(x);
9223 #ifdef HAVE_LONG_LONG
9224         long_long:
9225                 llx = lla + llb;
9226             return PyLong_FromLongLong(llx);
9227 #endif
9228 
9229 
9230     }
9231     #endif
9232     if (PyFloat_CheckExact(op1)) {
9233         const long b = intval;
9234         double a = PyFloat_AS_DOUBLE(op1);
9235             double result;
9236             PyFPE_START_PROTECT("add", return NULL)
9237             result = ((double)a) + (double)b;
9238             PyFPE_END_PROTECT(result)
9239             return PyFloat_FromDouble(result);
9240     }
9241     return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
9242 }
9243 #endif
9244 
9245 /* ArgTypeTest */
__Pyx__ArgTypeTest(PyObject * obj,PyTypeObject * type,const char * name,int exact)9246 static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
9247 {
9248     if (unlikely(!type)) {
9249         PyErr_SetString(PyExc_SystemError, "Missing type object");
9250         return 0;
9251     }
9252     else if (exact) {
9253         #if PY_MAJOR_VERSION == 2
9254         if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
9255         #endif
9256     }
9257     else {
9258         if (likely(__Pyx_TypeCheck(obj, type))) return 1;
9259     }
9260     PyErr_Format(PyExc_TypeError,
9261         "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
9262         name, type->tp_name, Py_TYPE(obj)->tp_name);
9263     return 0;
9264 }
9265 
9266 /* JoinPyUnicode */
__Pyx_PyUnicode_Join(PyObject * value_tuple,Py_ssize_t value_count,Py_ssize_t result_ulength,CYTHON_UNUSED Py_UCS4 max_char)9267 static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
9268                                       CYTHON_UNUSED Py_UCS4 max_char) {
9269 #if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
9270     PyObject *result_uval;
9271     int result_ukind;
9272     Py_ssize_t i, char_pos;
9273     void *result_udata;
9274 #if CYTHON_PEP393_ENABLED
9275     result_uval = PyUnicode_New(result_ulength, max_char);
9276     if (unlikely(!result_uval)) return NULL;
9277     result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND;
9278     result_udata = PyUnicode_DATA(result_uval);
9279 #else
9280     result_uval = PyUnicode_FromUnicode(NULL, result_ulength);
9281     if (unlikely(!result_uval)) return NULL;
9282     result_ukind = sizeof(Py_UNICODE);
9283     result_udata = PyUnicode_AS_UNICODE(result_uval);
9284 #endif
9285     char_pos = 0;
9286     for (i=0; i < value_count; i++) {
9287         int ukind;
9288         Py_ssize_t ulength;
9289         void *udata;
9290         PyObject *uval = PyTuple_GET_ITEM(value_tuple, i);
9291         if (unlikely(__Pyx_PyUnicode_READY(uval)))
9292             goto bad;
9293         ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
9294         if (unlikely(!ulength))
9295             continue;
9296         if (unlikely(char_pos + ulength < 0))
9297             goto overflow;
9298         ukind = __Pyx_PyUnicode_KIND(uval);
9299         udata = __Pyx_PyUnicode_DATA(uval);
9300         if (!CYTHON_PEP393_ENABLED || ukind == result_ukind) {
9301             memcpy((char *)result_udata + char_pos * result_ukind, udata, (size_t) (ulength * result_ukind));
9302         } else {
9303             #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030300F0 || defined(_PyUnicode_FastCopyCharacters)
9304             _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength);
9305             #else
9306             Py_ssize_t j;
9307             for (j=0; j < ulength; j++) {
9308                 Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j);
9309                 __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar);
9310             }
9311             #endif
9312         }
9313         char_pos += ulength;
9314     }
9315     return result_uval;
9316 overflow:
9317     PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string");
9318 bad:
9319     Py_DECREF(result_uval);
9320     return NULL;
9321 #else
9322     result_ulength++;
9323     value_count++;
9324     return PyUnicode_Join(__pyx_empty_unicode, value_tuple);
9325 #endif
9326 }
9327 
9328 /* PyUnicode_Substring */
__Pyx_PyUnicode_Substring(PyObject * text,Py_ssize_t start,Py_ssize_t stop)9329 static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Substring(
9330             PyObject* text, Py_ssize_t start, Py_ssize_t stop) {
9331     Py_ssize_t length;
9332     if (unlikely(__Pyx_PyUnicode_READY(text) == -1)) return NULL;
9333     length = __Pyx_PyUnicode_GET_LENGTH(text);
9334     if (start < 0) {
9335         start += length;
9336         if (start < 0)
9337             start = 0;
9338     }
9339     if (stop < 0)
9340         stop += length;
9341     else if (stop > length)
9342         stop = length;
9343     if (stop <= start)
9344         return __Pyx_NewRef(__pyx_empty_unicode);
9345 #if CYTHON_PEP393_ENABLED
9346     return PyUnicode_FromKindAndData(PyUnicode_KIND(text),
9347         PyUnicode_1BYTE_DATA(text) + start*PyUnicode_KIND(text), stop-start);
9348 #else
9349     return PyUnicode_FromUnicode(PyUnicode_AS_UNICODE(text)+start, stop-start);
9350 #endif
9351 }
9352 
9353 /* PyObjectCall2Args */
__Pyx_PyObject_Call2Args(PyObject * function,PyObject * arg1,PyObject * arg2)9354 static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
9355     PyObject *args, *result = NULL;
9356     #if CYTHON_FAST_PYCALL
9357     if (PyFunction_Check(function)) {
9358         PyObject *args[2] = {arg1, arg2};
9359         return __Pyx_PyFunction_FastCall(function, args, 2);
9360     }
9361     #endif
9362     #if CYTHON_FAST_PYCCALL
9363     if (__Pyx_PyFastCFunction_Check(function)) {
9364         PyObject *args[2] = {arg1, arg2};
9365         return __Pyx_PyCFunction_FastCall(function, args, 2);
9366     }
9367     #endif
9368     args = PyTuple_New(2);
9369     if (unlikely(!args)) goto done;
9370     Py_INCREF(arg1);
9371     PyTuple_SET_ITEM(args, 0, arg1);
9372     Py_INCREF(arg2);
9373     PyTuple_SET_ITEM(args, 1, arg2);
9374     Py_INCREF(function);
9375     result = __Pyx_PyObject_Call(function, args, NULL);
9376     Py_DECREF(args);
9377     Py_DECREF(function);
9378 done:
9379     return result;
9380 }
9381 
9382 /* PyObjectCallMethO */
9383 #if CYTHON_COMPILING_IN_CPYTHON
__Pyx_PyObject_CallMethO(PyObject * func,PyObject * arg)9384 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
9385     PyObject *self, *result;
9386     PyCFunction cfunc;
9387     cfunc = PyCFunction_GET_FUNCTION(func);
9388     self = PyCFunction_GET_SELF(func);
9389     if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
9390         return NULL;
9391     result = cfunc(self, arg);
9392     Py_LeaveRecursiveCall();
9393     if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
9394         PyErr_SetString(
9395             PyExc_SystemError,
9396             "NULL result without error in PyObject_Call");
9397     }
9398     return result;
9399 }
9400 #endif
9401 
9402 /* PyObjectCallOneArg */
9403 #if CYTHON_COMPILING_IN_CPYTHON
__Pyx__PyObject_CallOneArg(PyObject * func,PyObject * arg)9404 static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
9405     PyObject *result;
9406     PyObject *args = PyTuple_New(1);
9407     if (unlikely(!args)) return NULL;
9408     Py_INCREF(arg);
9409     PyTuple_SET_ITEM(args, 0, arg);
9410     result = __Pyx_PyObject_Call(func, args, NULL);
9411     Py_DECREF(args);
9412     return result;
9413 }
__Pyx_PyObject_CallOneArg(PyObject * func,PyObject * arg)9414 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
9415 #if CYTHON_FAST_PYCALL
9416     if (PyFunction_Check(func)) {
9417         return __Pyx_PyFunction_FastCall(func, &arg, 1);
9418     }
9419 #endif
9420     if (likely(PyCFunction_Check(func))) {
9421         if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
9422             return __Pyx_PyObject_CallMethO(func, arg);
9423 #if CYTHON_FAST_PYCCALL
9424         } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) {
9425             return __Pyx_PyCFunction_FastCall(func, &arg, 1);
9426 #endif
9427         }
9428     }
9429     return __Pyx__PyObject_CallOneArg(func, arg);
9430 }
9431 #else
__Pyx_PyObject_CallOneArg(PyObject * func,PyObject * arg)9432 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
9433     PyObject *result;
9434     PyObject *args = PyTuple_Pack(1, arg);
9435     if (unlikely(!args)) return NULL;
9436     result = __Pyx_PyObject_Call(func, args, NULL);
9437     Py_DECREF(args);
9438     return result;
9439 }
9440 #endif
9441 
9442 /* GetTopmostException */
9443 #if CYTHON_USE_EXC_INFO_STACK
9444 static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState * tstate)9445 __Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
9446 {
9447     _PyErr_StackItem *exc_info = tstate->exc_info;
9448     while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
9449            exc_info->previous_item != NULL)
9450     {
9451         exc_info = exc_info->previous_item;
9452     }
9453     return exc_info;
9454 }
9455 #endif
9456 
9457 /* SaveResetException */
9458 #if CYTHON_FAST_THREAD_STATE
__Pyx__ExceptionSave(PyThreadState * tstate,PyObject ** type,PyObject ** value,PyObject ** tb)9459 static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
9460     #if CYTHON_USE_EXC_INFO_STACK
9461     _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
9462     *type = exc_info->exc_type;
9463     *value = exc_info->exc_value;
9464     *tb = exc_info->exc_traceback;
9465     #else
9466     *type = tstate->exc_type;
9467     *value = tstate->exc_value;
9468     *tb = tstate->exc_traceback;
9469     #endif
9470     Py_XINCREF(*type);
9471     Py_XINCREF(*value);
9472     Py_XINCREF(*tb);
9473 }
__Pyx__ExceptionReset(PyThreadState * tstate,PyObject * type,PyObject * value,PyObject * tb)9474 static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
9475     PyObject *tmp_type, *tmp_value, *tmp_tb;
9476     #if CYTHON_USE_EXC_INFO_STACK
9477     _PyErr_StackItem *exc_info = tstate->exc_info;
9478     tmp_type = exc_info->exc_type;
9479     tmp_value = exc_info->exc_value;
9480     tmp_tb = exc_info->exc_traceback;
9481     exc_info->exc_type = type;
9482     exc_info->exc_value = value;
9483     exc_info->exc_traceback = tb;
9484     #else
9485     tmp_type = tstate->exc_type;
9486     tmp_value = tstate->exc_value;
9487     tmp_tb = tstate->exc_traceback;
9488     tstate->exc_type = type;
9489     tstate->exc_value = value;
9490     tstate->exc_traceback = tb;
9491     #endif
9492     Py_XDECREF(tmp_type);
9493     Py_XDECREF(tmp_value);
9494     Py_XDECREF(tmp_tb);
9495 }
9496 #endif
9497 
9498 /* PyErrExceptionMatches */
9499 #if CYTHON_FAST_THREAD_STATE
__Pyx_PyErr_ExceptionMatchesTuple(PyObject * exc_type,PyObject * tuple)9500 static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
9501     Py_ssize_t i, n;
9502     n = PyTuple_GET_SIZE(tuple);
9503 #if PY_MAJOR_VERSION >= 3
9504     for (i=0; i<n; i++) {
9505         if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
9506     }
9507 #endif
9508     for (i=0; i<n; i++) {
9509         if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
9510     }
9511     return 0;
9512 }
__Pyx_PyErr_ExceptionMatchesInState(PyThreadState * tstate,PyObject * err)9513 static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
9514     PyObject *exc_type = tstate->curexc_type;
9515     if (exc_type == err) return 1;
9516     if (unlikely(!exc_type)) return 0;
9517     if (unlikely(PyTuple_Check(err)))
9518         return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
9519     return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
9520 }
9521 #endif
9522 
9523 /* GetException */
9524 #if CYTHON_FAST_THREAD_STATE
__Pyx__GetException(PyThreadState * tstate,PyObject ** type,PyObject ** value,PyObject ** tb)9525 static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
9526 #else
9527 static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
9528 #endif
9529 {
9530     PyObject *local_type, *local_value, *local_tb;
9531 #if CYTHON_FAST_THREAD_STATE
9532     PyObject *tmp_type, *tmp_value, *tmp_tb;
9533     local_type = tstate->curexc_type;
9534     local_value = tstate->curexc_value;
9535     local_tb = tstate->curexc_traceback;
9536     tstate->curexc_type = 0;
9537     tstate->curexc_value = 0;
9538     tstate->curexc_traceback = 0;
9539 #else
9540     PyErr_Fetch(&local_type, &local_value, &local_tb);
9541 #endif
9542     PyErr_NormalizeException(&local_type, &local_value, &local_tb);
9543 #if CYTHON_FAST_THREAD_STATE
9544     if (unlikely(tstate->curexc_type))
9545 #else
9546     if (unlikely(PyErr_Occurred()))
9547 #endif
9548         goto bad;
9549     #if PY_MAJOR_VERSION >= 3
9550     if (local_tb) {
9551         if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
9552             goto bad;
9553     }
9554     #endif
9555     Py_XINCREF(local_tb);
9556     Py_XINCREF(local_type);
9557     Py_XINCREF(local_value);
9558     *type = local_type;
9559     *value = local_value;
9560     *tb = local_tb;
9561 #if CYTHON_FAST_THREAD_STATE
9562     #if CYTHON_USE_EXC_INFO_STACK
9563     {
9564         _PyErr_StackItem *exc_info = tstate->exc_info;
9565         tmp_type = exc_info->exc_type;
9566         tmp_value = exc_info->exc_value;
9567         tmp_tb = exc_info->exc_traceback;
9568         exc_info->exc_type = local_type;
9569         exc_info->exc_value = local_value;
9570         exc_info->exc_traceback = local_tb;
9571     }
9572     #else
9573     tmp_type = tstate->exc_type;
9574     tmp_value = tstate->exc_value;
9575     tmp_tb = tstate->exc_traceback;
9576     tstate->exc_type = local_type;
9577     tstate->exc_value = local_value;
9578     tstate->exc_traceback = local_tb;
9579     #endif
9580     Py_XDECREF(tmp_type);
9581     Py_XDECREF(tmp_value);
9582     Py_XDECREF(tmp_tb);
9583 #else
9584     PyErr_SetExcInfo(local_type, local_value, local_tb);
9585 #endif
9586     return 0;
9587 bad:
9588     *type = 0;
9589     *value = 0;
9590     *tb = 0;
9591     Py_XDECREF(local_type);
9592     Py_XDECREF(local_value);
9593     Py_XDECREF(local_tb);
9594     return -1;
9595 }
9596 
9597 /* RaiseException */
9598 #if PY_MAJOR_VERSION < 3
__Pyx_Raise(PyObject * type,PyObject * value,PyObject * tb,CYTHON_UNUSED PyObject * cause)9599 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
9600                         CYTHON_UNUSED PyObject *cause) {
9601     __Pyx_PyThreadState_declare
9602     Py_XINCREF(type);
9603     if (!value || value == Py_None)
9604         value = NULL;
9605     else
9606         Py_INCREF(value);
9607     if (!tb || tb == Py_None)
9608         tb = NULL;
9609     else {
9610         Py_INCREF(tb);
9611         if (!PyTraceBack_Check(tb)) {
9612             PyErr_SetString(PyExc_TypeError,
9613                 "raise: arg 3 must be a traceback or None");
9614             goto raise_error;
9615         }
9616     }
9617     if (PyType_Check(type)) {
9618 #if CYTHON_COMPILING_IN_PYPY
9619         if (!value) {
9620             Py_INCREF(Py_None);
9621             value = Py_None;
9622         }
9623 #endif
9624         PyErr_NormalizeException(&type, &value, &tb);
9625     } else {
9626         if (value) {
9627             PyErr_SetString(PyExc_TypeError,
9628                 "instance exception may not have a separate value");
9629             goto raise_error;
9630         }
9631         value = type;
9632         type = (PyObject*) Py_TYPE(type);
9633         Py_INCREF(type);
9634         if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
9635             PyErr_SetString(PyExc_TypeError,
9636                 "raise: exception class must be a subclass of BaseException");
9637             goto raise_error;
9638         }
9639     }
9640     __Pyx_PyThreadState_assign
9641     __Pyx_ErrRestore(type, value, tb);
9642     return;
9643 raise_error:
9644     Py_XDECREF(value);
9645     Py_XDECREF(type);
9646     Py_XDECREF(tb);
9647     return;
9648 }
9649 #else
__Pyx_Raise(PyObject * type,PyObject * value,PyObject * tb,PyObject * cause)9650 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
9651     PyObject* owned_instance = NULL;
9652     if (tb == Py_None) {
9653         tb = 0;
9654     } else if (tb && !PyTraceBack_Check(tb)) {
9655         PyErr_SetString(PyExc_TypeError,
9656             "raise: arg 3 must be a traceback or None");
9657         goto bad;
9658     }
9659     if (value == Py_None)
9660         value = 0;
9661     if (PyExceptionInstance_Check(type)) {
9662         if (value) {
9663             PyErr_SetString(PyExc_TypeError,
9664                 "instance exception may not have a separate value");
9665             goto bad;
9666         }
9667         value = type;
9668         type = (PyObject*) Py_TYPE(value);
9669     } else if (PyExceptionClass_Check(type)) {
9670         PyObject *instance_class = NULL;
9671         if (value && PyExceptionInstance_Check(value)) {
9672             instance_class = (PyObject*) Py_TYPE(value);
9673             if (instance_class != type) {
9674                 int is_subclass = PyObject_IsSubclass(instance_class, type);
9675                 if (!is_subclass) {
9676                     instance_class = NULL;
9677                 } else if (unlikely(is_subclass == -1)) {
9678                     goto bad;
9679                 } else {
9680                     type = instance_class;
9681                 }
9682             }
9683         }
9684         if (!instance_class) {
9685             PyObject *args;
9686             if (!value)
9687                 args = PyTuple_New(0);
9688             else if (PyTuple_Check(value)) {
9689                 Py_INCREF(value);
9690                 args = value;
9691             } else
9692                 args = PyTuple_Pack(1, value);
9693             if (!args)
9694                 goto bad;
9695             owned_instance = PyObject_Call(type, args, NULL);
9696             Py_DECREF(args);
9697             if (!owned_instance)
9698                 goto bad;
9699             value = owned_instance;
9700             if (!PyExceptionInstance_Check(value)) {
9701                 PyErr_Format(PyExc_TypeError,
9702                              "calling %R should have returned an instance of "
9703                              "BaseException, not %R",
9704                              type, Py_TYPE(value));
9705                 goto bad;
9706             }
9707         }
9708     } else {
9709         PyErr_SetString(PyExc_TypeError,
9710             "raise: exception class must be a subclass of BaseException");
9711         goto bad;
9712     }
9713     if (cause) {
9714         PyObject *fixed_cause;
9715         if (cause == Py_None) {
9716             fixed_cause = NULL;
9717         } else if (PyExceptionClass_Check(cause)) {
9718             fixed_cause = PyObject_CallObject(cause, NULL);
9719             if (fixed_cause == NULL)
9720                 goto bad;
9721         } else if (PyExceptionInstance_Check(cause)) {
9722             fixed_cause = cause;
9723             Py_INCREF(fixed_cause);
9724         } else {
9725             PyErr_SetString(PyExc_TypeError,
9726                             "exception causes must derive from "
9727                             "BaseException");
9728             goto bad;
9729         }
9730         PyException_SetCause(value, fixed_cause);
9731     }
9732     PyErr_SetObject(type, value);
9733     if (tb) {
9734 #if CYTHON_COMPILING_IN_PYPY
9735         PyObject *tmp_type, *tmp_value, *tmp_tb;
9736         PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
9737         Py_INCREF(tb);
9738         PyErr_Restore(tmp_type, tmp_value, tb);
9739         Py_XDECREF(tmp_tb);
9740 #else
9741         PyThreadState *tstate = __Pyx_PyThreadState_Current;
9742         PyObject* tmp_tb = tstate->curexc_traceback;
9743         if (tb != tmp_tb) {
9744             Py_INCREF(tb);
9745             tstate->curexc_traceback = tb;
9746             Py_XDECREF(tmp_tb);
9747         }
9748 #endif
9749     }
9750 bad:
9751     Py_XDECREF(owned_instance);
9752     return;
9753 }
9754 #endif
9755 
9756 /* TypeImport */
9757 #ifndef __PYX_HAVE_RT_ImportType
9758 #define __PYX_HAVE_RT_ImportType
__Pyx_ImportType(PyObject * module,const char * module_name,const char * class_name,size_t size,enum __Pyx_ImportType_CheckSize check_size)9759 static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
9760     size_t size, enum __Pyx_ImportType_CheckSize check_size)
9761 {
9762     PyObject *result = 0;
9763     char warning[200];
9764     Py_ssize_t basicsize;
9765 #ifdef Py_LIMITED_API
9766     PyObject *py_basicsize;
9767 #endif
9768     result = PyObject_GetAttrString(module, class_name);
9769     if (!result)
9770         goto bad;
9771     if (!PyType_Check(result)) {
9772         PyErr_Format(PyExc_TypeError,
9773             "%.200s.%.200s is not a type object",
9774             module_name, class_name);
9775         goto bad;
9776     }
9777 #ifndef Py_LIMITED_API
9778     basicsize = ((PyTypeObject *)result)->tp_basicsize;
9779 #else
9780     py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
9781     if (!py_basicsize)
9782         goto bad;
9783     basicsize = PyLong_AsSsize_t(py_basicsize);
9784     Py_DECREF(py_basicsize);
9785     py_basicsize = 0;
9786     if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
9787         goto bad;
9788 #endif
9789     if ((size_t)basicsize < size) {
9790         PyErr_Format(PyExc_ValueError,
9791             "%.200s.%.200s size changed, may indicate binary incompatibility. "
9792             "Expected %zd from C header, got %zd from PyObject",
9793             module_name, class_name, size, basicsize);
9794         goto bad;
9795     }
9796     if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) {
9797         PyErr_Format(PyExc_ValueError,
9798             "%.200s.%.200s size changed, may indicate binary incompatibility. "
9799             "Expected %zd from C header, got %zd from PyObject",
9800             module_name, class_name, size, basicsize);
9801         goto bad;
9802     }
9803     else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) {
9804         PyOS_snprintf(warning, sizeof(warning),
9805             "%s.%s size changed, may indicate binary incompatibility. "
9806             "Expected %zd from C header, got %zd from PyObject",
9807             module_name, class_name, size, basicsize);
9808         if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
9809     }
9810     return (PyTypeObject *)result;
9811 bad:
9812     Py_XDECREF(result);
9813     return NULL;
9814 }
9815 #endif
9816 
9817 /* Import */
__Pyx_Import(PyObject * name,PyObject * from_list,int level)9818 static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
9819     PyObject *empty_list = 0;
9820     PyObject *module = 0;
9821     PyObject *global_dict = 0;
9822     PyObject *empty_dict = 0;
9823     PyObject *list;
9824     #if PY_MAJOR_VERSION < 3
9825     PyObject *py_import;
9826     py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
9827     if (!py_import)
9828         goto bad;
9829     #endif
9830     if (from_list)
9831         list = from_list;
9832     else {
9833         empty_list = PyList_New(0);
9834         if (!empty_list)
9835             goto bad;
9836         list = empty_list;
9837     }
9838     global_dict = PyModule_GetDict(__pyx_m);
9839     if (!global_dict)
9840         goto bad;
9841     empty_dict = PyDict_New();
9842     if (!empty_dict)
9843         goto bad;
9844     {
9845         #if PY_MAJOR_VERSION >= 3
9846         if (level == -1) {
9847             if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
9848                 module = PyImport_ImportModuleLevelObject(
9849                     name, global_dict, empty_dict, list, 1);
9850                 if (!module) {
9851                     if (!PyErr_ExceptionMatches(PyExc_ImportError))
9852                         goto bad;
9853                     PyErr_Clear();
9854                 }
9855             }
9856             level = 0;
9857         }
9858         #endif
9859         if (!module) {
9860             #if PY_MAJOR_VERSION < 3
9861             PyObject *py_level = PyInt_FromLong(level);
9862             if (!py_level)
9863                 goto bad;
9864             module = PyObject_CallFunctionObjArgs(py_import,
9865                 name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
9866             Py_DECREF(py_level);
9867             #else
9868             module = PyImport_ImportModuleLevelObject(
9869                 name, global_dict, empty_dict, list, level);
9870             #endif
9871         }
9872     }
9873 bad:
9874     #if PY_MAJOR_VERSION < 3
9875     Py_XDECREF(py_import);
9876     #endif
9877     Py_XDECREF(empty_list);
9878     Py_XDECREF(empty_dict);
9879     return module;
9880 }
9881 
9882 /* PyDictVersioning */
9883 #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
__Pyx_get_tp_dict_version(PyObject * obj)9884 static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
9885     PyObject *dict = Py_TYPE(obj)->tp_dict;
9886     return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
9887 }
__Pyx_get_object_dict_version(PyObject * obj)9888 static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
9889     PyObject **dictptr = NULL;
9890     Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
9891     if (offset) {
9892 #if CYTHON_COMPILING_IN_CPYTHON
9893         dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
9894 #else
9895         dictptr = _PyObject_GetDictPtr(obj);
9896 #endif
9897     }
9898     return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
9899 }
__Pyx_object_dict_version_matches(PyObject * obj,PY_UINT64_T tp_dict_version,PY_UINT64_T obj_dict_version)9900 static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
9901     PyObject *dict = Py_TYPE(obj)->tp_dict;
9902     if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
9903         return 0;
9904     return obj_dict_version == __Pyx_get_object_dict_version(obj);
9905 }
9906 #endif
9907 
9908 /* GetModuleGlobalName */
9909 #if CYTHON_USE_DICT_VERSIONS
__Pyx__GetModuleGlobalName(PyObject * name,PY_UINT64_T * dict_version,PyObject ** dict_cached_value)9910 static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
9911 #else
9912 static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
9913 #endif
9914 {
9915     PyObject *result;
9916 #if !CYTHON_AVOID_BORROWED_REFS
9917 #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
9918     result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
9919     __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
9920     if (likely(result)) {
9921         return __Pyx_NewRef(result);
9922     } else if (unlikely(PyErr_Occurred())) {
9923         return NULL;
9924     }
9925 #else
9926     result = PyDict_GetItem(__pyx_d, name);
9927     __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
9928     if (likely(result)) {
9929         return __Pyx_NewRef(result);
9930     }
9931 #endif
9932 #else
9933     result = PyObject_GetItem(__pyx_d, name);
9934     __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
9935     if (likely(result)) {
9936         return __Pyx_NewRef(result);
9937     }
9938     PyErr_Clear();
9939 #endif
9940     return __Pyx_GetBuiltinName(name);
9941 }
9942 
9943 /* PyObjectCallNoArg */
9944 #if CYTHON_COMPILING_IN_CPYTHON
__Pyx_PyObject_CallNoArg(PyObject * func)9945 static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
9946 #if CYTHON_FAST_PYCALL
9947     if (PyFunction_Check(func)) {
9948         return __Pyx_PyFunction_FastCall(func, NULL, 0);
9949     }
9950 #endif
9951 #ifdef __Pyx_CyFunction_USED
9952     if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
9953 #else
9954     if (likely(PyCFunction_Check(func)))
9955 #endif
9956     {
9957         if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
9958             return __Pyx_PyObject_CallMethO(func, NULL);
9959         }
9960     }
9961     return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
9962 }
9963 #endif
9964 
9965 /* CLineInTraceback */
9966 #ifndef CYTHON_CLINE_IN_TRACEBACK
__Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState * tstate,int c_line)9967 static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
9968     PyObject *use_cline;
9969     PyObject *ptype, *pvalue, *ptraceback;
9970 #if CYTHON_COMPILING_IN_CPYTHON
9971     PyObject **cython_runtime_dict;
9972 #endif
9973     if (unlikely(!__pyx_cython_runtime)) {
9974         return c_line;
9975     }
9976     __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
9977 #if CYTHON_COMPILING_IN_CPYTHON
9978     cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
9979     if (likely(cython_runtime_dict)) {
9980         __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
9981             use_cline, *cython_runtime_dict,
9982             __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
9983     } else
9984 #endif
9985     {
9986       PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
9987       if (use_cline_obj) {
9988         use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
9989         Py_DECREF(use_cline_obj);
9990       } else {
9991         PyErr_Clear();
9992         use_cline = NULL;
9993       }
9994     }
9995     if (!use_cline) {
9996         c_line = 0;
9997         PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
9998     }
9999     else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
10000         c_line = 0;
10001     }
10002     __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
10003     return c_line;
10004 }
10005 #endif
10006 
10007 /* CodeObjectCache */
__pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry * entries,int count,int code_line)10008 static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
10009     int start = 0, mid = 0, end = count - 1;
10010     if (end >= 0 && code_line > entries[end].code_line) {
10011         return count;
10012     }
10013     while (start < end) {
10014         mid = start + (end - start) / 2;
10015         if (code_line < entries[mid].code_line) {
10016             end = mid;
10017         } else if (code_line > entries[mid].code_line) {
10018              start = mid + 1;
10019         } else {
10020             return mid;
10021         }
10022     }
10023     if (code_line <= entries[mid].code_line) {
10024         return mid;
10025     } else {
10026         return mid + 1;
10027     }
10028 }
__pyx_find_code_object(int code_line)10029 static PyCodeObject *__pyx_find_code_object(int code_line) {
10030     PyCodeObject* code_object;
10031     int pos;
10032     if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
10033         return NULL;
10034     }
10035     pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
10036     if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
10037         return NULL;
10038     }
10039     code_object = __pyx_code_cache.entries[pos].code_object;
10040     Py_INCREF(code_object);
10041     return code_object;
10042 }
__pyx_insert_code_object(int code_line,PyCodeObject * code_object)10043 static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
10044     int pos, i;
10045     __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
10046     if (unlikely(!code_line)) {
10047         return;
10048     }
10049     if (unlikely(!entries)) {
10050         entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
10051         if (likely(entries)) {
10052             __pyx_code_cache.entries = entries;
10053             __pyx_code_cache.max_count = 64;
10054             __pyx_code_cache.count = 1;
10055             entries[0].code_line = code_line;
10056             entries[0].code_object = code_object;
10057             Py_INCREF(code_object);
10058         }
10059         return;
10060     }
10061     pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
10062     if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
10063         PyCodeObject* tmp = entries[pos].code_object;
10064         entries[pos].code_object = code_object;
10065         Py_DECREF(tmp);
10066         return;
10067     }
10068     if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
10069         int new_max = __pyx_code_cache.max_count + 64;
10070         entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
10071             __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
10072         if (unlikely(!entries)) {
10073             return;
10074         }
10075         __pyx_code_cache.entries = entries;
10076         __pyx_code_cache.max_count = new_max;
10077     }
10078     for (i=__pyx_code_cache.count; i>pos; i--) {
10079         entries[i] = entries[i-1];
10080     }
10081     entries[pos].code_line = code_line;
10082     entries[pos].code_object = code_object;
10083     __pyx_code_cache.count++;
10084     Py_INCREF(code_object);
10085 }
10086 
10087 /* AddTraceback */
10088 #include "compile.h"
10089 #include "frameobject.h"
10090 #include "traceback.h"
__Pyx_CreateCodeObjectForTraceback(const char * funcname,int c_line,int py_line,const char * filename)10091 static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
10092             const char *funcname, int c_line,
10093             int py_line, const char *filename) {
10094     PyCodeObject *py_code = 0;
10095     PyObject *py_srcfile = 0;
10096     PyObject *py_funcname = 0;
10097     #if PY_MAJOR_VERSION < 3
10098     py_srcfile = PyString_FromString(filename);
10099     #else
10100     py_srcfile = PyUnicode_FromString(filename);
10101     #endif
10102     if (!py_srcfile) goto bad;
10103     if (c_line) {
10104         #if PY_MAJOR_VERSION < 3
10105         py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
10106         #else
10107         py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
10108         #endif
10109     }
10110     else {
10111         #if PY_MAJOR_VERSION < 3
10112         py_funcname = PyString_FromString(funcname);
10113         #else
10114         py_funcname = PyUnicode_FromString(funcname);
10115         #endif
10116     }
10117     if (!py_funcname) goto bad;
10118     py_code = __Pyx_PyCode_New(
10119         0,
10120         0,
10121         0,
10122         0,
10123         0,
10124         __pyx_empty_bytes, /*PyObject *code,*/
10125         __pyx_empty_tuple, /*PyObject *consts,*/
10126         __pyx_empty_tuple, /*PyObject *names,*/
10127         __pyx_empty_tuple, /*PyObject *varnames,*/
10128         __pyx_empty_tuple, /*PyObject *freevars,*/
10129         __pyx_empty_tuple, /*PyObject *cellvars,*/
10130         py_srcfile,   /*PyObject *filename,*/
10131         py_funcname,  /*PyObject *name,*/
10132         py_line,
10133         __pyx_empty_bytes  /*PyObject *lnotab*/
10134     );
10135     Py_DECREF(py_srcfile);
10136     Py_DECREF(py_funcname);
10137     return py_code;
10138 bad:
10139     Py_XDECREF(py_srcfile);
10140     Py_XDECREF(py_funcname);
10141     return NULL;
10142 }
__Pyx_AddTraceback(const char * funcname,int c_line,int py_line,const char * filename)10143 static void __Pyx_AddTraceback(const char *funcname, int c_line,
10144                                int py_line, const char *filename) {
10145     PyCodeObject *py_code = 0;
10146     PyFrameObject *py_frame = 0;
10147     PyThreadState *tstate = __Pyx_PyThreadState_Current;
10148     if (c_line) {
10149         c_line = __Pyx_CLineForTraceback(tstate, c_line);
10150     }
10151     py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
10152     if (!py_code) {
10153         py_code = __Pyx_CreateCodeObjectForTraceback(
10154             funcname, c_line, py_line, filename);
10155         if (!py_code) goto bad;
10156         __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
10157     }
10158     py_frame = PyFrame_New(
10159         tstate,            /*PyThreadState *tstate,*/
10160         py_code,           /*PyCodeObject *code,*/
10161         __pyx_d,    /*PyObject *globals,*/
10162         0                  /*PyObject *locals*/
10163     );
10164     if (!py_frame) goto bad;
10165     __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
10166     PyTraceBack_Here(py_frame);
10167 bad:
10168     Py_XDECREF(py_code);
10169     Py_XDECREF(py_frame);
10170 }
10171 
10172 /* CIntFromPyVerify */
10173 #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
10174     __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
10175 #define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
10176     __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
10177 #define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
10178     {\
10179         func_type value = func_value;\
10180         if (sizeof(target_type) < sizeof(func_type)) {\
10181             if (unlikely(value != (func_type) (target_type) value)) {\
10182                 func_type zero = 0;\
10183                 if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
10184                     return (target_type) -1;\
10185                 if (is_unsigned && unlikely(value < zero))\
10186                     goto raise_neg_overflow;\
10187                 else\
10188                     goto raise_overflow;\
10189             }\
10190         }\
10191         return (target_type) value;\
10192     }
10193 
10194 /* CIntToPy */
__Pyx_PyInt_From_npy_uint32(npy_uint32 value)10195 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_uint32(npy_uint32 value) {
10196     const npy_uint32 neg_one = (npy_uint32) ((npy_uint32) 0 - (npy_uint32) 1), const_zero = (npy_uint32) 0;
10197     const int is_unsigned = neg_one > const_zero;
10198     if (is_unsigned) {
10199         if (sizeof(npy_uint32) < sizeof(long)) {
10200             return PyInt_FromLong((long) value);
10201         } else if (sizeof(npy_uint32) <= sizeof(unsigned long)) {
10202             return PyLong_FromUnsignedLong((unsigned long) value);
10203 #ifdef HAVE_LONG_LONG
10204         } else if (sizeof(npy_uint32) <= sizeof(unsigned PY_LONG_LONG)) {
10205             return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
10206 #endif
10207         }
10208     } else {
10209         if (sizeof(npy_uint32) <= sizeof(long)) {
10210             return PyInt_FromLong((long) value);
10211 #ifdef HAVE_LONG_LONG
10212         } else if (sizeof(npy_uint32) <= sizeof(PY_LONG_LONG)) {
10213             return PyLong_FromLongLong((PY_LONG_LONG) value);
10214 #endif
10215         }
10216     }
10217     {
10218         int one = 1; int little = (int)*(unsigned char *)&one;
10219         unsigned char *bytes = (unsigned char *)&value;
10220         return _PyLong_FromByteArray(bytes, sizeof(npy_uint32),
10221                                      little, !is_unsigned);
10222     }
10223 }
10224 
10225 /* CIntToPy */
__Pyx_PyInt_From_long(long value)10226 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
10227     const long neg_one = (long) ((long) 0 - (long) 1), const_zero = (long) 0;
10228     const int is_unsigned = neg_one > const_zero;
10229     if (is_unsigned) {
10230         if (sizeof(long) < sizeof(long)) {
10231             return PyInt_FromLong((long) value);
10232         } else if (sizeof(long) <= sizeof(unsigned long)) {
10233             return PyLong_FromUnsignedLong((unsigned long) value);
10234 #ifdef HAVE_LONG_LONG
10235         } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
10236             return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
10237 #endif
10238         }
10239     } else {
10240         if (sizeof(long) <= sizeof(long)) {
10241             return PyInt_FromLong((long) value);
10242 #ifdef HAVE_LONG_LONG
10243         } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
10244             return PyLong_FromLongLong((PY_LONG_LONG) value);
10245 #endif
10246         }
10247     }
10248     {
10249         int one = 1; int little = (int)*(unsigned char *)&one;
10250         unsigned char *bytes = (unsigned char *)&value;
10251         return _PyLong_FromByteArray(bytes, sizeof(long),
10252                                      little, !is_unsigned);
10253     }
10254 }
10255 
10256 /* CIntToPy */
__Pyx_PyInt_From_int(int value)10257 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
10258     const int neg_one = (int) ((int) 0 - (int) 1), const_zero = (int) 0;
10259     const int is_unsigned = neg_one > const_zero;
10260     if (is_unsigned) {
10261         if (sizeof(int) < sizeof(long)) {
10262             return PyInt_FromLong((long) value);
10263         } else if (sizeof(int) <= sizeof(unsigned long)) {
10264             return PyLong_FromUnsignedLong((unsigned long) value);
10265 #ifdef HAVE_LONG_LONG
10266         } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
10267             return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
10268 #endif
10269         }
10270     } else {
10271         if (sizeof(int) <= sizeof(long)) {
10272             return PyInt_FromLong((long) value);
10273 #ifdef HAVE_LONG_LONG
10274         } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
10275             return PyLong_FromLongLong((PY_LONG_LONG) value);
10276 #endif
10277         }
10278     }
10279     {
10280         int one = 1; int little = (int)*(unsigned char *)&one;
10281         unsigned char *bytes = (unsigned char *)&value;
10282         return _PyLong_FromByteArray(bytes, sizeof(int),
10283                                      little, !is_unsigned);
10284     }
10285 }
10286 
10287 /* CIntToPy */
__Pyx_PyInt_From_unsigned_int(unsigned int value)10288 static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) {
10289     const unsigned int neg_one = (unsigned int) ((unsigned int) 0 - (unsigned int) 1), const_zero = (unsigned int) 0;
10290     const int is_unsigned = neg_one > const_zero;
10291     if (is_unsigned) {
10292         if (sizeof(unsigned int) < sizeof(long)) {
10293             return PyInt_FromLong((long) value);
10294         } else if (sizeof(unsigned int) <= sizeof(unsigned long)) {
10295             return PyLong_FromUnsignedLong((unsigned long) value);
10296 #ifdef HAVE_LONG_LONG
10297         } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) {
10298             return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
10299 #endif
10300         }
10301     } else {
10302         if (sizeof(unsigned int) <= sizeof(long)) {
10303             return PyInt_FromLong((long) value);
10304 #ifdef HAVE_LONG_LONG
10305         } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) {
10306             return PyLong_FromLongLong((PY_LONG_LONG) value);
10307 #endif
10308         }
10309     }
10310     {
10311         int one = 1; int little = (int)*(unsigned char *)&one;
10312         unsigned char *bytes = (unsigned char *)&value;
10313         return _PyLong_FromByteArray(bytes, sizeof(unsigned int),
10314                                      little, !is_unsigned);
10315     }
10316 }
10317 
10318 /* Declarations */
10319 #if CYTHON_CCOMPLEX
10320   #ifdef __cplusplus
__pyx_t_float_complex_from_parts(float x,float y)10321     static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
10322       return ::std::complex< float >(x, y);
10323     }
10324   #else
__pyx_t_float_complex_from_parts(float x,float y)10325     static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
10326       return x + y*(__pyx_t_float_complex)_Complex_I;
10327     }
10328   #endif
10329 #else
__pyx_t_float_complex_from_parts(float x,float y)10330     static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
10331       __pyx_t_float_complex z;
10332       z.real = x;
10333       z.imag = y;
10334       return z;
10335     }
10336 #endif
10337 
10338 /* Arithmetic */
10339 #if CYTHON_CCOMPLEX
10340 #else
__Pyx_c_eq_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10341     static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10342        return (a.real == b.real) && (a.imag == b.imag);
10343     }
__Pyx_c_sum_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10344     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10345         __pyx_t_float_complex z;
10346         z.real = a.real + b.real;
10347         z.imag = a.imag + b.imag;
10348         return z;
10349     }
__Pyx_c_diff_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10350     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10351         __pyx_t_float_complex z;
10352         z.real = a.real - b.real;
10353         z.imag = a.imag - b.imag;
10354         return z;
10355     }
__Pyx_c_prod_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10356     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10357         __pyx_t_float_complex z;
10358         z.real = a.real * b.real - a.imag * b.imag;
10359         z.imag = a.real * b.imag + a.imag * b.real;
10360         return z;
10361     }
10362     #if 1
__Pyx_c_quot_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10363     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10364         if (b.imag == 0) {
10365             return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
10366         } else if (fabsf(b.real) >= fabsf(b.imag)) {
10367             if (b.real == 0 && b.imag == 0) {
10368                 return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
10369             } else {
10370                 float r = b.imag / b.real;
10371                 float s = (float)(1.0) / (b.real + b.imag * r);
10372                 return __pyx_t_float_complex_from_parts(
10373                     (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
10374             }
10375         } else {
10376             float r = b.real / b.imag;
10377             float s = (float)(1.0) / (b.imag + b.real * r);
10378             return __pyx_t_float_complex_from_parts(
10379                 (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
10380         }
10381     }
10382     #else
__Pyx_c_quot_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10383     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10384         if (b.imag == 0) {
10385             return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
10386         } else {
10387             float denom = b.real * b.real + b.imag * b.imag;
10388             return __pyx_t_float_complex_from_parts(
10389                 (a.real * b.real + a.imag * b.imag) / denom,
10390                 (a.imag * b.real - a.real * b.imag) / denom);
10391         }
10392     }
10393     #endif
__Pyx_c_neg_float(__pyx_t_float_complex a)10394     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
10395         __pyx_t_float_complex z;
10396         z.real = -a.real;
10397         z.imag = -a.imag;
10398         return z;
10399     }
__Pyx_c_is_zero_float(__pyx_t_float_complex a)10400     static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
10401        return (a.real == 0) && (a.imag == 0);
10402     }
__Pyx_c_conj_float(__pyx_t_float_complex a)10403     static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
10404         __pyx_t_float_complex z;
10405         z.real =  a.real;
10406         z.imag = -a.imag;
10407         return z;
10408     }
10409     #if 1
__Pyx_c_abs_float(__pyx_t_float_complex z)10410         static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
10411           #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
10412             return sqrtf(z.real*z.real + z.imag*z.imag);
10413           #else
10414             return hypotf(z.real, z.imag);
10415           #endif
10416         }
__Pyx_c_pow_float(__pyx_t_float_complex a,__pyx_t_float_complex b)10417         static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
10418             __pyx_t_float_complex z;
10419             float r, lnr, theta, z_r, z_theta;
10420             if (b.imag == 0 && b.real == (int)b.real) {
10421                 if (b.real < 0) {
10422                     float denom = a.real * a.real + a.imag * a.imag;
10423                     a.real = a.real / denom;
10424                     a.imag = -a.imag / denom;
10425                     b.real = -b.real;
10426                 }
10427                 switch ((int)b.real) {
10428                     case 0:
10429                         z.real = 1;
10430                         z.imag = 0;
10431                         return z;
10432                     case 1:
10433                         return a;
10434                     case 2:
10435                         return __Pyx_c_prod_float(a, a);
10436                     case 3:
10437                         z = __Pyx_c_prod_float(a, a);
10438                         return __Pyx_c_prod_float(z, a);
10439                     case 4:
10440                         z = __Pyx_c_prod_float(a, a);
10441                         return __Pyx_c_prod_float(z, z);
10442                 }
10443             }
10444             if (a.imag == 0) {
10445                 if (a.real == 0) {
10446                     return a;
10447                 } else if (b.imag == 0) {
10448                     z.real = powf(a.real, b.real);
10449                     z.imag = 0;
10450                     return z;
10451                 } else if (a.real > 0) {
10452                     r = a.real;
10453                     theta = 0;
10454                 } else {
10455                     r = -a.real;
10456                     theta = atan2f(0.0, -1.0);
10457                 }
10458             } else {
10459                 r = __Pyx_c_abs_float(a);
10460                 theta = atan2f(a.imag, a.real);
10461             }
10462             lnr = logf(r);
10463             z_r = expf(lnr * b.real - theta * b.imag);
10464             z_theta = theta * b.real + lnr * b.imag;
10465             z.real = z_r * cosf(z_theta);
10466             z.imag = z_r * sinf(z_theta);
10467             return z;
10468         }
10469     #endif
10470 #endif
10471 
10472 /* Declarations */
10473 #if CYTHON_CCOMPLEX
10474   #ifdef __cplusplus
__pyx_t_double_complex_from_parts(double x,double y)10475     static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
10476       return ::std::complex< double >(x, y);
10477     }
10478   #else
__pyx_t_double_complex_from_parts(double x,double y)10479     static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
10480       return x + y*(__pyx_t_double_complex)_Complex_I;
10481     }
10482   #endif
10483 #else
__pyx_t_double_complex_from_parts(double x,double y)10484     static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
10485       __pyx_t_double_complex z;
10486       z.real = x;
10487       z.imag = y;
10488       return z;
10489     }
10490 #endif
10491 
10492 /* Arithmetic */
10493 #if CYTHON_CCOMPLEX
10494 #else
__Pyx_c_eq_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10495     static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10496        return (a.real == b.real) && (a.imag == b.imag);
10497     }
__Pyx_c_sum_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10498     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10499         __pyx_t_double_complex z;
10500         z.real = a.real + b.real;
10501         z.imag = a.imag + b.imag;
10502         return z;
10503     }
__Pyx_c_diff_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10504     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10505         __pyx_t_double_complex z;
10506         z.real = a.real - b.real;
10507         z.imag = a.imag - b.imag;
10508         return z;
10509     }
__Pyx_c_prod_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10510     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10511         __pyx_t_double_complex z;
10512         z.real = a.real * b.real - a.imag * b.imag;
10513         z.imag = a.real * b.imag + a.imag * b.real;
10514         return z;
10515     }
10516     #if 1
__Pyx_c_quot_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10517     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10518         if (b.imag == 0) {
10519             return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
10520         } else if (fabs(b.real) >= fabs(b.imag)) {
10521             if (b.real == 0 && b.imag == 0) {
10522                 return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
10523             } else {
10524                 double r = b.imag / b.real;
10525                 double s = (double)(1.0) / (b.real + b.imag * r);
10526                 return __pyx_t_double_complex_from_parts(
10527                     (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
10528             }
10529         } else {
10530             double r = b.real / b.imag;
10531             double s = (double)(1.0) / (b.imag + b.real * r);
10532             return __pyx_t_double_complex_from_parts(
10533                 (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
10534         }
10535     }
10536     #else
__Pyx_c_quot_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10537     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10538         if (b.imag == 0) {
10539             return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
10540         } else {
10541             double denom = b.real * b.real + b.imag * b.imag;
10542             return __pyx_t_double_complex_from_parts(
10543                 (a.real * b.real + a.imag * b.imag) / denom,
10544                 (a.imag * b.real - a.real * b.imag) / denom);
10545         }
10546     }
10547     #endif
__Pyx_c_neg_double(__pyx_t_double_complex a)10548     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
10549         __pyx_t_double_complex z;
10550         z.real = -a.real;
10551         z.imag = -a.imag;
10552         return z;
10553     }
__Pyx_c_is_zero_double(__pyx_t_double_complex a)10554     static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
10555        return (a.real == 0) && (a.imag == 0);
10556     }
__Pyx_c_conj_double(__pyx_t_double_complex a)10557     static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
10558         __pyx_t_double_complex z;
10559         z.real =  a.real;
10560         z.imag = -a.imag;
10561         return z;
10562     }
10563     #if 1
__Pyx_c_abs_double(__pyx_t_double_complex z)10564         static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
10565           #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
10566             return sqrt(z.real*z.real + z.imag*z.imag);
10567           #else
10568             return hypot(z.real, z.imag);
10569           #endif
10570         }
__Pyx_c_pow_double(__pyx_t_double_complex a,__pyx_t_double_complex b)10571         static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
10572             __pyx_t_double_complex z;
10573             double r, lnr, theta, z_r, z_theta;
10574             if (b.imag == 0 && b.real == (int)b.real) {
10575                 if (b.real < 0) {
10576                     double denom = a.real * a.real + a.imag * a.imag;
10577                     a.real = a.real / denom;
10578                     a.imag = -a.imag / denom;
10579                     b.real = -b.real;
10580                 }
10581                 switch ((int)b.real) {
10582                     case 0:
10583                         z.real = 1;
10584                         z.imag = 0;
10585                         return z;
10586                     case 1:
10587                         return a;
10588                     case 2:
10589                         return __Pyx_c_prod_double(a, a);
10590                     case 3:
10591                         z = __Pyx_c_prod_double(a, a);
10592                         return __Pyx_c_prod_double(z, a);
10593                     case 4:
10594                         z = __Pyx_c_prod_double(a, a);
10595                         return __Pyx_c_prod_double(z, z);
10596                 }
10597             }
10598             if (a.imag == 0) {
10599                 if (a.real == 0) {
10600                     return a;
10601                 } else if (b.imag == 0) {
10602                     z.real = pow(a.real, b.real);
10603                     z.imag = 0;
10604                     return z;
10605                 } else if (a.real > 0) {
10606                     r = a.real;
10607                     theta = 0;
10608                 } else {
10609                     r = -a.real;
10610                     theta = atan2(0.0, -1.0);
10611                 }
10612             } else {
10613                 r = __Pyx_c_abs_double(a);
10614                 theta = atan2(a.imag, a.real);
10615             }
10616             lnr = log(r);
10617             z_r = exp(lnr * b.real - theta * b.imag);
10618             z_theta = theta * b.real + lnr * b.imag;
10619             z.real = z_r * cos(z_theta);
10620             z.imag = z_r * sin(z_theta);
10621             return z;
10622         }
10623     #endif
10624 #endif
10625 
10626 /* CIntFromPy */
__Pyx_PyInt_As_unsigned_int(PyObject * x)10627 static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) {
10628     const unsigned int neg_one = (unsigned int) ((unsigned int) 0 - (unsigned int) 1), const_zero = (unsigned int) 0;
10629     const int is_unsigned = neg_one > const_zero;
10630 #if PY_MAJOR_VERSION < 3
10631     if (likely(PyInt_Check(x))) {
10632         if (sizeof(unsigned int) < sizeof(long)) {
10633             __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x))
10634         } else {
10635             long val = PyInt_AS_LONG(x);
10636             if (is_unsigned && unlikely(val < 0)) {
10637                 goto raise_neg_overflow;
10638             }
10639             return (unsigned int) val;
10640         }
10641     } else
10642 #endif
10643     if (likely(PyLong_Check(x))) {
10644         if (is_unsigned) {
10645 #if CYTHON_USE_PYLONG_INTERNALS
10646             const digit* digits = ((PyLongObject*)x)->ob_digit;
10647             switch (Py_SIZE(x)) {
10648                 case  0: return (unsigned int) 0;
10649                 case  1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0])
10650                 case 2:
10651                     if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) {
10652                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
10653                             __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10654                         } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) {
10655                             return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]));
10656                         }
10657                     }
10658                     break;
10659                 case 3:
10660                     if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) {
10661                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
10662                             __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10663                         } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) {
10664                             return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]));
10665                         }
10666                     }
10667                     break;
10668                 case 4:
10669                     if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) {
10670                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
10671                             __PYX_VERIFY_RETURN_INT(unsigned 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])))
10672                         } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) {
10673                             return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]));
10674                         }
10675                     }
10676                     break;
10677             }
10678 #endif
10679 #if CYTHON_COMPILING_IN_CPYTHON
10680             if (unlikely(Py_SIZE(x) < 0)) {
10681                 goto raise_neg_overflow;
10682             }
10683 #else
10684             {
10685                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
10686                 if (unlikely(result < 0))
10687                     return (unsigned int) -1;
10688                 if (unlikely(result == 1))
10689                     goto raise_neg_overflow;
10690             }
10691 #endif
10692             if (sizeof(unsigned int) <= sizeof(unsigned long)) {
10693                 __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x))
10694 #ifdef HAVE_LONG_LONG
10695             } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) {
10696                 __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
10697 #endif
10698             }
10699         } else {
10700 #if CYTHON_USE_PYLONG_INTERNALS
10701             const digit* digits = ((PyLongObject*)x)->ob_digit;
10702             switch (Py_SIZE(x)) {
10703                 case  0: return (unsigned int) 0;
10704                 case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, (sdigit) (-(sdigit)digits[0]))
10705                 case  1: __PYX_VERIFY_RETURN_INT(unsigned int,  digit, +digits[0])
10706                 case -2:
10707                     if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) {
10708                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
10709                             __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10710                         } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) {
10711                             return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
10712                         }
10713                     }
10714                     break;
10715                 case 2:
10716                     if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) {
10717                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
10718                             __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10719                         } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) {
10720                             return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
10721                         }
10722                     }
10723                     break;
10724                 case -3:
10725                     if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) {
10726                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
10727                             __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10728                         } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) {
10729                             return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
10730                         }
10731                     }
10732                     break;
10733                 case 3:
10734                     if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) {
10735                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
10736                             __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10737                         } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) {
10738                             return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
10739                         }
10740                     }
10741                     break;
10742                 case -4:
10743                     if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) {
10744                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
10745                             __PYX_VERIFY_RETURN_INT(unsigned 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])))
10746                         } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) {
10747                             return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
10748                         }
10749                     }
10750                     break;
10751                 case 4:
10752                     if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) {
10753                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
10754                             __PYX_VERIFY_RETURN_INT(unsigned 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])))
10755                         } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) {
10756                             return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])));
10757                         }
10758                     }
10759                     break;
10760             }
10761 #endif
10762             if (sizeof(unsigned int) <= sizeof(long)) {
10763                 __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x))
10764 #ifdef HAVE_LONG_LONG
10765             } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) {
10766                 __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x))
10767 #endif
10768             }
10769         }
10770         {
10771 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
10772             PyErr_SetString(PyExc_RuntimeError,
10773                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
10774 #else
10775             unsigned int val;
10776             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
10777  #if PY_MAJOR_VERSION < 3
10778             if (likely(v) && !PyLong_Check(v)) {
10779                 PyObject *tmp = v;
10780                 v = PyNumber_Long(tmp);
10781                 Py_DECREF(tmp);
10782             }
10783  #endif
10784             if (likely(v)) {
10785                 int one = 1; int is_little = (int)*(unsigned char *)&one;
10786                 unsigned char *bytes = (unsigned char *)&val;
10787                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
10788                                               bytes, sizeof(val),
10789                                               is_little, !is_unsigned);
10790                 Py_DECREF(v);
10791                 if (likely(!ret))
10792                     return val;
10793             }
10794 #endif
10795             return (unsigned int) -1;
10796         }
10797     } else {
10798         unsigned int val;
10799         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
10800         if (!tmp) return (unsigned int) -1;
10801         val = __Pyx_PyInt_As_unsigned_int(tmp);
10802         Py_DECREF(tmp);
10803         return val;
10804     }
10805 raise_overflow:
10806     PyErr_SetString(PyExc_OverflowError,
10807         "value too large to convert to unsigned int");
10808     return (unsigned int) -1;
10809 raise_neg_overflow:
10810     PyErr_SetString(PyExc_OverflowError,
10811         "can't convert negative value to unsigned int");
10812     return (unsigned int) -1;
10813 }
10814 
10815 /* CIntFromPy */
__Pyx_PyInt_As_int(PyObject * x)10816 static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
10817     const int neg_one = (int) ((int) 0 - (int) 1), const_zero = (int) 0;
10818     const int is_unsigned = neg_one > const_zero;
10819 #if PY_MAJOR_VERSION < 3
10820     if (likely(PyInt_Check(x))) {
10821         if (sizeof(int) < sizeof(long)) {
10822             __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
10823         } else {
10824             long val = PyInt_AS_LONG(x);
10825             if (is_unsigned && unlikely(val < 0)) {
10826                 goto raise_neg_overflow;
10827             }
10828             return (int) val;
10829         }
10830     } else
10831 #endif
10832     if (likely(PyLong_Check(x))) {
10833         if (is_unsigned) {
10834 #if CYTHON_USE_PYLONG_INTERNALS
10835             const digit* digits = ((PyLongObject*)x)->ob_digit;
10836             switch (Py_SIZE(x)) {
10837                 case  0: return (int) 0;
10838                 case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
10839                 case 2:
10840                     if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
10841                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
10842                             __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10843                         } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
10844                             return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
10845                         }
10846                     }
10847                     break;
10848                 case 3:
10849                     if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
10850                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
10851                             __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10852                         } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
10853                             return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
10854                         }
10855                     }
10856                     break;
10857                 case 4:
10858                     if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
10859                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
10860                             __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])))
10861                         } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
10862                             return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
10863                         }
10864                     }
10865                     break;
10866             }
10867 #endif
10868 #if CYTHON_COMPILING_IN_CPYTHON
10869             if (unlikely(Py_SIZE(x) < 0)) {
10870                 goto raise_neg_overflow;
10871             }
10872 #else
10873             {
10874                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
10875                 if (unlikely(result < 0))
10876                     return (int) -1;
10877                 if (unlikely(result == 1))
10878                     goto raise_neg_overflow;
10879             }
10880 #endif
10881             if (sizeof(int) <= sizeof(unsigned long)) {
10882                 __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
10883 #ifdef HAVE_LONG_LONG
10884             } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
10885                 __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
10886 #endif
10887             }
10888         } else {
10889 #if CYTHON_USE_PYLONG_INTERNALS
10890             const digit* digits = ((PyLongObject*)x)->ob_digit;
10891             switch (Py_SIZE(x)) {
10892                 case  0: return (int) 0;
10893                 case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
10894                 case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
10895                 case -2:
10896                     if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
10897                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
10898                             __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10899                         } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
10900                             return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
10901                         }
10902                     }
10903                     break;
10904                 case 2:
10905                     if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
10906                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
10907                             __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10908                         } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
10909                             return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
10910                         }
10911                     }
10912                     break;
10913                 case -3:
10914                     if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
10915                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
10916                             __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10917                         } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
10918                             return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
10919                         }
10920                     }
10921                     break;
10922                 case 3:
10923                     if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
10924                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
10925                             __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
10926                         } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
10927                             return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
10928                         }
10929                     }
10930                     break;
10931                 case -4:
10932                     if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
10933                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
10934                             __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])))
10935                         } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
10936                             return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
10937                         }
10938                     }
10939                     break;
10940                 case 4:
10941                     if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
10942                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
10943                             __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])))
10944                         } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
10945                             return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
10946                         }
10947                     }
10948                     break;
10949             }
10950 #endif
10951             if (sizeof(int) <= sizeof(long)) {
10952                 __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
10953 #ifdef HAVE_LONG_LONG
10954             } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
10955                 __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
10956 #endif
10957             }
10958         }
10959         {
10960 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
10961             PyErr_SetString(PyExc_RuntimeError,
10962                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
10963 #else
10964             int val;
10965             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
10966  #if PY_MAJOR_VERSION < 3
10967             if (likely(v) && !PyLong_Check(v)) {
10968                 PyObject *tmp = v;
10969                 v = PyNumber_Long(tmp);
10970                 Py_DECREF(tmp);
10971             }
10972  #endif
10973             if (likely(v)) {
10974                 int one = 1; int is_little = (int)*(unsigned char *)&one;
10975                 unsigned char *bytes = (unsigned char *)&val;
10976                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
10977                                               bytes, sizeof(val),
10978                                               is_little, !is_unsigned);
10979                 Py_DECREF(v);
10980                 if (likely(!ret))
10981                     return val;
10982             }
10983 #endif
10984             return (int) -1;
10985         }
10986     } else {
10987         int val;
10988         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
10989         if (!tmp) return (int) -1;
10990         val = __Pyx_PyInt_As_int(tmp);
10991         Py_DECREF(tmp);
10992         return val;
10993     }
10994 raise_overflow:
10995     PyErr_SetString(PyExc_OverflowError,
10996         "value too large to convert to int");
10997     return (int) -1;
10998 raise_neg_overflow:
10999     PyErr_SetString(PyExc_OverflowError,
11000         "can't convert negative value to int");
11001     return (int) -1;
11002 }
11003 
11004 /* CIntFromPy */
__Pyx_PyInt_As_npy_uint32(PyObject * x)11005 static CYTHON_INLINE npy_uint32 __Pyx_PyInt_As_npy_uint32(PyObject *x) {
11006     const npy_uint32 neg_one = (npy_uint32) ((npy_uint32) 0 - (npy_uint32) 1), const_zero = (npy_uint32) 0;
11007     const int is_unsigned = neg_one > const_zero;
11008 #if PY_MAJOR_VERSION < 3
11009     if (likely(PyInt_Check(x))) {
11010         if (sizeof(npy_uint32) < sizeof(long)) {
11011             __PYX_VERIFY_RETURN_INT(npy_uint32, long, PyInt_AS_LONG(x))
11012         } else {
11013             long val = PyInt_AS_LONG(x);
11014             if (is_unsigned && unlikely(val < 0)) {
11015                 goto raise_neg_overflow;
11016             }
11017             return (npy_uint32) val;
11018         }
11019     } else
11020 #endif
11021     if (likely(PyLong_Check(x))) {
11022         if (is_unsigned) {
11023 #if CYTHON_USE_PYLONG_INTERNALS
11024             const digit* digits = ((PyLongObject*)x)->ob_digit;
11025             switch (Py_SIZE(x)) {
11026                 case  0: return (npy_uint32) 0;
11027                 case  1: __PYX_VERIFY_RETURN_INT(npy_uint32, digit, digits[0])
11028                 case 2:
11029                     if (8 * sizeof(npy_uint32) > 1 * PyLong_SHIFT) {
11030                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11031                             __PYX_VERIFY_RETURN_INT(npy_uint32, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11032                         } else if (8 * sizeof(npy_uint32) >= 2 * PyLong_SHIFT) {
11033                             return (npy_uint32) (((((npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0]));
11034                         }
11035                     }
11036                     break;
11037                 case 3:
11038                     if (8 * sizeof(npy_uint32) > 2 * PyLong_SHIFT) {
11039                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11040                             __PYX_VERIFY_RETURN_INT(npy_uint32, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11041                         } else if (8 * sizeof(npy_uint32) >= 3 * PyLong_SHIFT) {
11042                             return (npy_uint32) (((((((npy_uint32)digits[2]) << PyLong_SHIFT) | (npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0]));
11043                         }
11044                     }
11045                     break;
11046                 case 4:
11047                     if (8 * sizeof(npy_uint32) > 3 * PyLong_SHIFT) {
11048                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11049                             __PYX_VERIFY_RETURN_INT(npy_uint32, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11050                         } else if (8 * sizeof(npy_uint32) >= 4 * PyLong_SHIFT) {
11051                             return (npy_uint32) (((((((((npy_uint32)digits[3]) << PyLong_SHIFT) | (npy_uint32)digits[2]) << PyLong_SHIFT) | (npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0]));
11052                         }
11053                     }
11054                     break;
11055             }
11056 #endif
11057 #if CYTHON_COMPILING_IN_CPYTHON
11058             if (unlikely(Py_SIZE(x) < 0)) {
11059                 goto raise_neg_overflow;
11060             }
11061 #else
11062             {
11063                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
11064                 if (unlikely(result < 0))
11065                     return (npy_uint32) -1;
11066                 if (unlikely(result == 1))
11067                     goto raise_neg_overflow;
11068             }
11069 #endif
11070             if (sizeof(npy_uint32) <= sizeof(unsigned long)) {
11071                 __PYX_VERIFY_RETURN_INT_EXC(npy_uint32, unsigned long, PyLong_AsUnsignedLong(x))
11072 #ifdef HAVE_LONG_LONG
11073             } else if (sizeof(npy_uint32) <= sizeof(unsigned PY_LONG_LONG)) {
11074                 __PYX_VERIFY_RETURN_INT_EXC(npy_uint32, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
11075 #endif
11076             }
11077         } else {
11078 #if CYTHON_USE_PYLONG_INTERNALS
11079             const digit* digits = ((PyLongObject*)x)->ob_digit;
11080             switch (Py_SIZE(x)) {
11081                 case  0: return (npy_uint32) 0;
11082                 case -1: __PYX_VERIFY_RETURN_INT(npy_uint32, sdigit, (sdigit) (-(sdigit)digits[0]))
11083                 case  1: __PYX_VERIFY_RETURN_INT(npy_uint32,  digit, +digits[0])
11084                 case -2:
11085                     if (8 * sizeof(npy_uint32) - 1 > 1 * PyLong_SHIFT) {
11086                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11087                             __PYX_VERIFY_RETURN_INT(npy_uint32, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11088                         } else if (8 * sizeof(npy_uint32) - 1 > 2 * PyLong_SHIFT) {
11089                             return (npy_uint32) (((npy_uint32)-1)*(((((npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0])));
11090                         }
11091                     }
11092                     break;
11093                 case 2:
11094                     if (8 * sizeof(npy_uint32) > 1 * PyLong_SHIFT) {
11095                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11096                             __PYX_VERIFY_RETURN_INT(npy_uint32, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11097                         } else if (8 * sizeof(npy_uint32) - 1 > 2 * PyLong_SHIFT) {
11098                             return (npy_uint32) ((((((npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0])));
11099                         }
11100                     }
11101                     break;
11102                 case -3:
11103                     if (8 * sizeof(npy_uint32) - 1 > 2 * PyLong_SHIFT) {
11104                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11105                             __PYX_VERIFY_RETURN_INT(npy_uint32, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11106                         } else if (8 * sizeof(npy_uint32) - 1 > 3 * PyLong_SHIFT) {
11107                             return (npy_uint32) (((npy_uint32)-1)*(((((((npy_uint32)digits[2]) << PyLong_SHIFT) | (npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0])));
11108                         }
11109                     }
11110                     break;
11111                 case 3:
11112                     if (8 * sizeof(npy_uint32) > 2 * PyLong_SHIFT) {
11113                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11114                             __PYX_VERIFY_RETURN_INT(npy_uint32, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11115                         } else if (8 * sizeof(npy_uint32) - 1 > 3 * PyLong_SHIFT) {
11116                             return (npy_uint32) ((((((((npy_uint32)digits[2]) << PyLong_SHIFT) | (npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0])));
11117                         }
11118                     }
11119                     break;
11120                 case -4:
11121                     if (8 * sizeof(npy_uint32) - 1 > 3 * PyLong_SHIFT) {
11122                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11123                             __PYX_VERIFY_RETURN_INT(npy_uint32, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11124                         } else if (8 * sizeof(npy_uint32) - 1 > 4 * PyLong_SHIFT) {
11125                             return (npy_uint32) (((npy_uint32)-1)*(((((((((npy_uint32)digits[3]) << PyLong_SHIFT) | (npy_uint32)digits[2]) << PyLong_SHIFT) | (npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0])));
11126                         }
11127                     }
11128                     break;
11129                 case 4:
11130                     if (8 * sizeof(npy_uint32) > 3 * PyLong_SHIFT) {
11131                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11132                             __PYX_VERIFY_RETURN_INT(npy_uint32, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11133                         } else if (8 * sizeof(npy_uint32) - 1 > 4 * PyLong_SHIFT) {
11134                             return (npy_uint32) ((((((((((npy_uint32)digits[3]) << PyLong_SHIFT) | (npy_uint32)digits[2]) << PyLong_SHIFT) | (npy_uint32)digits[1]) << PyLong_SHIFT) | (npy_uint32)digits[0])));
11135                         }
11136                     }
11137                     break;
11138             }
11139 #endif
11140             if (sizeof(npy_uint32) <= sizeof(long)) {
11141                 __PYX_VERIFY_RETURN_INT_EXC(npy_uint32, long, PyLong_AsLong(x))
11142 #ifdef HAVE_LONG_LONG
11143             } else if (sizeof(npy_uint32) <= sizeof(PY_LONG_LONG)) {
11144                 __PYX_VERIFY_RETURN_INT_EXC(npy_uint32, PY_LONG_LONG, PyLong_AsLongLong(x))
11145 #endif
11146             }
11147         }
11148         {
11149 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
11150             PyErr_SetString(PyExc_RuntimeError,
11151                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
11152 #else
11153             npy_uint32 val;
11154             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
11155  #if PY_MAJOR_VERSION < 3
11156             if (likely(v) && !PyLong_Check(v)) {
11157                 PyObject *tmp = v;
11158                 v = PyNumber_Long(tmp);
11159                 Py_DECREF(tmp);
11160             }
11161  #endif
11162             if (likely(v)) {
11163                 int one = 1; int is_little = (int)*(unsigned char *)&one;
11164                 unsigned char *bytes = (unsigned char *)&val;
11165                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
11166                                               bytes, sizeof(val),
11167                                               is_little, !is_unsigned);
11168                 Py_DECREF(v);
11169                 if (likely(!ret))
11170                     return val;
11171             }
11172 #endif
11173             return (npy_uint32) -1;
11174         }
11175     } else {
11176         npy_uint32 val;
11177         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
11178         if (!tmp) return (npy_uint32) -1;
11179         val = __Pyx_PyInt_As_npy_uint32(tmp);
11180         Py_DECREF(tmp);
11181         return val;
11182     }
11183 raise_overflow:
11184     PyErr_SetString(PyExc_OverflowError,
11185         "value too large to convert to npy_uint32");
11186     return (npy_uint32) -1;
11187 raise_neg_overflow:
11188     PyErr_SetString(PyExc_OverflowError,
11189         "can't convert negative value to npy_uint32");
11190     return (npy_uint32) -1;
11191 }
11192 
11193 /* CIntFromPy */
__Pyx_PyInt_As_PY_LONG_LONG(PyObject * x)11194 static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_As_PY_LONG_LONG(PyObject *x) {
11195     const PY_LONG_LONG neg_one = (PY_LONG_LONG) ((PY_LONG_LONG) 0 - (PY_LONG_LONG) 1), const_zero = (PY_LONG_LONG) 0;
11196     const int is_unsigned = neg_one > const_zero;
11197 #if PY_MAJOR_VERSION < 3
11198     if (likely(PyInt_Check(x))) {
11199         if (sizeof(PY_LONG_LONG) < sizeof(long)) {
11200             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, long, PyInt_AS_LONG(x))
11201         } else {
11202             long val = PyInt_AS_LONG(x);
11203             if (is_unsigned && unlikely(val < 0)) {
11204                 goto raise_neg_overflow;
11205             }
11206             return (PY_LONG_LONG) val;
11207         }
11208     } else
11209 #endif
11210     if (likely(PyLong_Check(x))) {
11211         if (is_unsigned) {
11212 #if CYTHON_USE_PYLONG_INTERNALS
11213             const digit* digits = ((PyLongObject*)x)->ob_digit;
11214             switch (Py_SIZE(x)) {
11215                 case  0: return (PY_LONG_LONG) 0;
11216                 case  1: __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, digit, digits[0])
11217                 case 2:
11218                     if (8 * sizeof(PY_LONG_LONG) > 1 * PyLong_SHIFT) {
11219                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11220                             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11221                         } else if (8 * sizeof(PY_LONG_LONG) >= 2 * PyLong_SHIFT) {
11222                             return (PY_LONG_LONG) (((((PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0]));
11223                         }
11224                     }
11225                     break;
11226                 case 3:
11227                     if (8 * sizeof(PY_LONG_LONG) > 2 * PyLong_SHIFT) {
11228                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11229                             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11230                         } else if (8 * sizeof(PY_LONG_LONG) >= 3 * PyLong_SHIFT) {
11231                             return (PY_LONG_LONG) (((((((PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0]));
11232                         }
11233                     }
11234                     break;
11235                 case 4:
11236                     if (8 * sizeof(PY_LONG_LONG) > 3 * PyLong_SHIFT) {
11237                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11238                             __PYX_VERIFY_RETURN_INT(PY_LONG_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])))
11239                         } else if (8 * sizeof(PY_LONG_LONG) >= 4 * PyLong_SHIFT) {
11240                             return (PY_LONG_LONG) (((((((((PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0]));
11241                         }
11242                     }
11243                     break;
11244             }
11245 #endif
11246 #if CYTHON_COMPILING_IN_CPYTHON
11247             if (unlikely(Py_SIZE(x) < 0)) {
11248                 goto raise_neg_overflow;
11249             }
11250 #else
11251             {
11252                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
11253                 if (unlikely(result < 0))
11254                     return (PY_LONG_LONG) -1;
11255                 if (unlikely(result == 1))
11256                     goto raise_neg_overflow;
11257             }
11258 #endif
11259             if (sizeof(PY_LONG_LONG) <= sizeof(unsigned long)) {
11260                 __PYX_VERIFY_RETURN_INT_EXC(PY_LONG_LONG, unsigned long, PyLong_AsUnsignedLong(x))
11261 #ifdef HAVE_LONG_LONG
11262             } else if (sizeof(PY_LONG_LONG) <= sizeof(unsigned PY_LONG_LONG)) {
11263                 __PYX_VERIFY_RETURN_INT_EXC(PY_LONG_LONG, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
11264 #endif
11265             }
11266         } else {
11267 #if CYTHON_USE_PYLONG_INTERNALS
11268             const digit* digits = ((PyLongObject*)x)->ob_digit;
11269             switch (Py_SIZE(x)) {
11270                 case  0: return (PY_LONG_LONG) 0;
11271                 case -1: __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, sdigit, (sdigit) (-(sdigit)digits[0]))
11272                 case  1: __PYX_VERIFY_RETURN_INT(PY_LONG_LONG,  digit, +digits[0])
11273                 case -2:
11274                     if (8 * sizeof(PY_LONG_LONG) - 1 > 1 * PyLong_SHIFT) {
11275                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11276                             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11277                         } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
11278                             return (PY_LONG_LONG) (((PY_LONG_LONG)-1)*(((((PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0])));
11279                         }
11280                     }
11281                     break;
11282                 case 2:
11283                     if (8 * sizeof(PY_LONG_LONG) > 1 * PyLong_SHIFT) {
11284                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11285                             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11286                         } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
11287                             return (PY_LONG_LONG) ((((((PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0])));
11288                         }
11289                     }
11290                     break;
11291                 case -3:
11292                     if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
11293                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11294                             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11295                         } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
11296                             return (PY_LONG_LONG) (((PY_LONG_LONG)-1)*(((((((PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0])));
11297                         }
11298                     }
11299                     break;
11300                 case 3:
11301                     if (8 * sizeof(PY_LONG_LONG) > 2 * PyLong_SHIFT) {
11302                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11303                             __PYX_VERIFY_RETURN_INT(PY_LONG_LONG, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11304                         } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
11305                             return (PY_LONG_LONG) ((((((((PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0])));
11306                         }
11307                     }
11308                     break;
11309                 case -4:
11310                     if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
11311                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11312                             __PYX_VERIFY_RETURN_INT(PY_LONG_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])))
11313                         } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
11314                             return (PY_LONG_LONG) (((PY_LONG_LONG)-1)*(((((((((PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0])));
11315                         }
11316                     }
11317                     break;
11318                 case 4:
11319                     if (8 * sizeof(PY_LONG_LONG) > 3 * PyLong_SHIFT) {
11320                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11321                             __PYX_VERIFY_RETURN_INT(PY_LONG_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])))
11322                         } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
11323                             return (PY_LONG_LONG) ((((((((((PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (PY_LONG_LONG)digits[0])));
11324                         }
11325                     }
11326                     break;
11327             }
11328 #endif
11329             if (sizeof(PY_LONG_LONG) <= sizeof(long)) {
11330                 __PYX_VERIFY_RETURN_INT_EXC(PY_LONG_LONG, long, PyLong_AsLong(x))
11331 #ifdef HAVE_LONG_LONG
11332             } else if (sizeof(PY_LONG_LONG) <= sizeof(PY_LONG_LONG)) {
11333                 __PYX_VERIFY_RETURN_INT_EXC(PY_LONG_LONG, PY_LONG_LONG, PyLong_AsLongLong(x))
11334 #endif
11335             }
11336         }
11337         {
11338 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
11339             PyErr_SetString(PyExc_RuntimeError,
11340                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
11341 #else
11342             PY_LONG_LONG val;
11343             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
11344  #if PY_MAJOR_VERSION < 3
11345             if (likely(v) && !PyLong_Check(v)) {
11346                 PyObject *tmp = v;
11347                 v = PyNumber_Long(tmp);
11348                 Py_DECREF(tmp);
11349             }
11350  #endif
11351             if (likely(v)) {
11352                 int one = 1; int is_little = (int)*(unsigned char *)&one;
11353                 unsigned char *bytes = (unsigned char *)&val;
11354                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
11355                                               bytes, sizeof(val),
11356                                               is_little, !is_unsigned);
11357                 Py_DECREF(v);
11358                 if (likely(!ret))
11359                     return val;
11360             }
11361 #endif
11362             return (PY_LONG_LONG) -1;
11363         }
11364     } else {
11365         PY_LONG_LONG val;
11366         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
11367         if (!tmp) return (PY_LONG_LONG) -1;
11368         val = __Pyx_PyInt_As_PY_LONG_LONG(tmp);
11369         Py_DECREF(tmp);
11370         return val;
11371     }
11372 raise_overflow:
11373     PyErr_SetString(PyExc_OverflowError,
11374         "value too large to convert to PY_LONG_LONG");
11375     return (PY_LONG_LONG) -1;
11376 raise_neg_overflow:
11377     PyErr_SetString(PyExc_OverflowError,
11378         "can't convert negative value to PY_LONG_LONG");
11379     return (PY_LONG_LONG) -1;
11380 }
11381 
11382 /* CIntFromPy */
__Pyx_PyInt_As_unsigned_PY_LONG_LONG(PyObject * x)11383 static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_As_unsigned_PY_LONG_LONG(PyObject *x) {
11384     const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG) ((unsigned PY_LONG_LONG) 0 - (unsigned PY_LONG_LONG) 1), const_zero = (unsigned PY_LONG_LONG) 0;
11385     const int is_unsigned = neg_one > const_zero;
11386 #if PY_MAJOR_VERSION < 3
11387     if (likely(PyInt_Check(x))) {
11388         if (sizeof(unsigned PY_LONG_LONG) < sizeof(long)) {
11389             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, long, PyInt_AS_LONG(x))
11390         } else {
11391             long val = PyInt_AS_LONG(x);
11392             if (is_unsigned && unlikely(val < 0)) {
11393                 goto raise_neg_overflow;
11394             }
11395             return (unsigned PY_LONG_LONG) val;
11396         }
11397     } else
11398 #endif
11399     if (likely(PyLong_Check(x))) {
11400         if (is_unsigned) {
11401 #if CYTHON_USE_PYLONG_INTERNALS
11402             const digit* digits = ((PyLongObject*)x)->ob_digit;
11403             switch (Py_SIZE(x)) {
11404                 case  0: return (unsigned PY_LONG_LONG) 0;
11405                 case  1: __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, digit, digits[0])
11406                 case 2:
11407                     if (8 * sizeof(unsigned PY_LONG_LONG) > 1 * PyLong_SHIFT) {
11408                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11409                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11410                         } else if (8 * sizeof(unsigned PY_LONG_LONG) >= 2 * PyLong_SHIFT) {
11411                             return (unsigned PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
11412                         }
11413                     }
11414                     break;
11415                 case 3:
11416                     if (8 * sizeof(unsigned PY_LONG_LONG) > 2 * PyLong_SHIFT) {
11417                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11418                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11419                         } else if (8 * sizeof(unsigned PY_LONG_LONG) >= 3 * PyLong_SHIFT) {
11420                             return (unsigned 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]));
11421                         }
11422                     }
11423                     break;
11424                 case 4:
11425                     if (8 * sizeof(unsigned PY_LONG_LONG) > 3 * PyLong_SHIFT) {
11426                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11427                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_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])))
11428                         } else if (8 * sizeof(unsigned PY_LONG_LONG) >= 4 * PyLong_SHIFT) {
11429                             return (unsigned 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]));
11430                         }
11431                     }
11432                     break;
11433             }
11434 #endif
11435 #if CYTHON_COMPILING_IN_CPYTHON
11436             if (unlikely(Py_SIZE(x) < 0)) {
11437                 goto raise_neg_overflow;
11438             }
11439 #else
11440             {
11441                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
11442                 if (unlikely(result < 0))
11443                     return (unsigned PY_LONG_LONG) -1;
11444                 if (unlikely(result == 1))
11445                     goto raise_neg_overflow;
11446             }
11447 #endif
11448             if (sizeof(unsigned PY_LONG_LONG) <= sizeof(unsigned long)) {
11449                 __PYX_VERIFY_RETURN_INT_EXC(unsigned PY_LONG_LONG, unsigned long, PyLong_AsUnsignedLong(x))
11450 #ifdef HAVE_LONG_LONG
11451             } else if (sizeof(unsigned PY_LONG_LONG) <= sizeof(unsigned PY_LONG_LONG)) {
11452                 __PYX_VERIFY_RETURN_INT_EXC(unsigned PY_LONG_LONG, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
11453 #endif
11454             }
11455         } else {
11456 #if CYTHON_USE_PYLONG_INTERNALS
11457             const digit* digits = ((PyLongObject*)x)->ob_digit;
11458             switch (Py_SIZE(x)) {
11459                 case  0: return (unsigned PY_LONG_LONG) 0;
11460                 case -1: __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, sdigit, (sdigit) (-(sdigit)digits[0]))
11461                 case  1: __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG,  digit, +digits[0])
11462                 case -2:
11463                     if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 1 * PyLong_SHIFT) {
11464                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11465                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11466                         } else if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
11467                             return (unsigned PY_LONG_LONG) (((unsigned PY_LONG_LONG)-1)*(((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])));
11468                         }
11469                     }
11470                     break;
11471                 case 2:
11472                     if (8 * sizeof(unsigned PY_LONG_LONG) > 1 * PyLong_SHIFT) {
11473                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11474                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11475                         } else if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
11476                             return (unsigned PY_LONG_LONG) ((((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])));
11477                         }
11478                     }
11479                     break;
11480                 case -3:
11481                     if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
11482                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11483                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11484                         } else if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
11485                             return (unsigned PY_LONG_LONG) (((unsigned PY_LONG_LONG)-1)*(((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])));
11486                         }
11487                     }
11488                     break;
11489                 case 3:
11490                     if (8 * sizeof(unsigned PY_LONG_LONG) > 2 * PyLong_SHIFT) {
11491                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11492                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_LONG, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11493                         } else if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
11494                             return (unsigned 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])));
11495                         }
11496                     }
11497                     break;
11498                 case -4:
11499                     if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
11500                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11501                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_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])))
11502                         } else if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
11503                             return (unsigned PY_LONG_LONG) (((unsigned PY_LONG_LONG)-1)*(((((((((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])));
11504                         }
11505                     }
11506                     break;
11507                 case 4:
11508                     if (8 * sizeof(unsigned PY_LONG_LONG) > 3 * PyLong_SHIFT) {
11509                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11510                             __PYX_VERIFY_RETURN_INT(unsigned PY_LONG_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])))
11511                         } else if (8 * sizeof(unsigned PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
11512                             return (unsigned 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])));
11513                         }
11514                     }
11515                     break;
11516             }
11517 #endif
11518             if (sizeof(unsigned PY_LONG_LONG) <= sizeof(long)) {
11519                 __PYX_VERIFY_RETURN_INT_EXC(unsigned PY_LONG_LONG, long, PyLong_AsLong(x))
11520 #ifdef HAVE_LONG_LONG
11521             } else if (sizeof(unsigned PY_LONG_LONG) <= sizeof(PY_LONG_LONG)) {
11522                 __PYX_VERIFY_RETURN_INT_EXC(unsigned PY_LONG_LONG, PY_LONG_LONG, PyLong_AsLongLong(x))
11523 #endif
11524             }
11525         }
11526         {
11527 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
11528             PyErr_SetString(PyExc_RuntimeError,
11529                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
11530 #else
11531             unsigned PY_LONG_LONG val;
11532             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
11533  #if PY_MAJOR_VERSION < 3
11534             if (likely(v) && !PyLong_Check(v)) {
11535                 PyObject *tmp = v;
11536                 v = PyNumber_Long(tmp);
11537                 Py_DECREF(tmp);
11538             }
11539  #endif
11540             if (likely(v)) {
11541                 int one = 1; int is_little = (int)*(unsigned char *)&one;
11542                 unsigned char *bytes = (unsigned char *)&val;
11543                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
11544                                               bytes, sizeof(val),
11545                                               is_little, !is_unsigned);
11546                 Py_DECREF(v);
11547                 if (likely(!ret))
11548                     return val;
11549             }
11550 #endif
11551             return (unsigned PY_LONG_LONG) -1;
11552         }
11553     } else {
11554         unsigned PY_LONG_LONG val;
11555         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
11556         if (!tmp) return (unsigned PY_LONG_LONG) -1;
11557         val = __Pyx_PyInt_As_unsigned_PY_LONG_LONG(tmp);
11558         Py_DECREF(tmp);
11559         return val;
11560     }
11561 raise_overflow:
11562     PyErr_SetString(PyExc_OverflowError,
11563         "value too large to convert to unsigned PY_LONG_LONG");
11564     return (unsigned PY_LONG_LONG) -1;
11565 raise_neg_overflow:
11566     PyErr_SetString(PyExc_OverflowError,
11567         "can't convert negative value to unsigned PY_LONG_LONG");
11568     return (unsigned PY_LONG_LONG) -1;
11569 }
11570 
11571 /* CIntFromPy */
__Pyx_PyInt_As_char(PyObject * x)11572 static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
11573     const char neg_one = (char) ((char) 0 - (char) 1), const_zero = (char) 0;
11574     const int is_unsigned = neg_one > const_zero;
11575 #if PY_MAJOR_VERSION < 3
11576     if (likely(PyInt_Check(x))) {
11577         if (sizeof(char) < sizeof(long)) {
11578             __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
11579         } else {
11580             long val = PyInt_AS_LONG(x);
11581             if (is_unsigned && unlikely(val < 0)) {
11582                 goto raise_neg_overflow;
11583             }
11584             return (char) val;
11585         }
11586     } else
11587 #endif
11588     if (likely(PyLong_Check(x))) {
11589         if (is_unsigned) {
11590 #if CYTHON_USE_PYLONG_INTERNALS
11591             const digit* digits = ((PyLongObject*)x)->ob_digit;
11592             switch (Py_SIZE(x)) {
11593                 case  0: return (char) 0;
11594                 case  1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0])
11595                 case 2:
11596                     if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
11597                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11598                             __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11599                         } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) {
11600                             return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
11601                         }
11602                     }
11603                     break;
11604                 case 3:
11605                     if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
11606                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11607                             __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11608                         } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) {
11609                             return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
11610                         }
11611                     }
11612                     break;
11613                 case 4:
11614                     if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
11615                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11616                             __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])))
11617                         } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) {
11618                             return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
11619                         }
11620                     }
11621                     break;
11622             }
11623 #endif
11624 #if CYTHON_COMPILING_IN_CPYTHON
11625             if (unlikely(Py_SIZE(x) < 0)) {
11626                 goto raise_neg_overflow;
11627             }
11628 #else
11629             {
11630                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
11631                 if (unlikely(result < 0))
11632                     return (char) -1;
11633                 if (unlikely(result == 1))
11634                     goto raise_neg_overflow;
11635             }
11636 #endif
11637             if (sizeof(char) <= sizeof(unsigned long)) {
11638                 __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x))
11639 #ifdef HAVE_LONG_LONG
11640             } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) {
11641                 __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
11642 #endif
11643             }
11644         } else {
11645 #if CYTHON_USE_PYLONG_INTERNALS
11646             const digit* digits = ((PyLongObject*)x)->ob_digit;
11647             switch (Py_SIZE(x)) {
11648                 case  0: return (char) 0;
11649                 case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0]))
11650                 case  1: __PYX_VERIFY_RETURN_INT(char,  digit, +digits[0])
11651                 case -2:
11652                     if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) {
11653                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11654                             __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11655                         } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
11656                             return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
11657                         }
11658                     }
11659                     break;
11660                 case 2:
11661                     if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
11662                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11663                             __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11664                         } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
11665                             return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
11666                         }
11667                     }
11668                     break;
11669                 case -3:
11670                     if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
11671                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11672                             __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11673                         } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
11674                             return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
11675                         }
11676                     }
11677                     break;
11678                 case 3:
11679                     if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
11680                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11681                             __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11682                         } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
11683                             return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
11684                         }
11685                     }
11686                     break;
11687                 case -4:
11688                     if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
11689                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11690                             __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])))
11691                         } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
11692                             return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
11693                         }
11694                     }
11695                     break;
11696                 case 4:
11697                     if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
11698                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11699                             __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])))
11700                         } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
11701                             return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
11702                         }
11703                     }
11704                     break;
11705             }
11706 #endif
11707             if (sizeof(char) <= sizeof(long)) {
11708                 __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x))
11709 #ifdef HAVE_LONG_LONG
11710             } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) {
11711                 __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
11712 #endif
11713             }
11714         }
11715         {
11716 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
11717             PyErr_SetString(PyExc_RuntimeError,
11718                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
11719 #else
11720             char val;
11721             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
11722  #if PY_MAJOR_VERSION < 3
11723             if (likely(v) && !PyLong_Check(v)) {
11724                 PyObject *tmp = v;
11725                 v = PyNumber_Long(tmp);
11726                 Py_DECREF(tmp);
11727             }
11728  #endif
11729             if (likely(v)) {
11730                 int one = 1; int is_little = (int)*(unsigned char *)&one;
11731                 unsigned char *bytes = (unsigned char *)&val;
11732                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
11733                                               bytes, sizeof(val),
11734                                               is_little, !is_unsigned);
11735                 Py_DECREF(v);
11736                 if (likely(!ret))
11737                     return val;
11738             }
11739 #endif
11740             return (char) -1;
11741         }
11742     } else {
11743         char val;
11744         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
11745         if (!tmp) return (char) -1;
11746         val = __Pyx_PyInt_As_char(tmp);
11747         Py_DECREF(tmp);
11748         return val;
11749     }
11750 raise_overflow:
11751     PyErr_SetString(PyExc_OverflowError,
11752         "value too large to convert to char");
11753     return (char) -1;
11754 raise_neg_overflow:
11755     PyErr_SetString(PyExc_OverflowError,
11756         "can't convert negative value to char");
11757     return (char) -1;
11758 }
11759 
11760 /* CIntFromPy */
__Pyx_PyInt_As_size_t(PyObject * x)11761 static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *x) {
11762     const size_t neg_one = (size_t) ((size_t) 0 - (size_t) 1), const_zero = (size_t) 0;
11763     const int is_unsigned = neg_one > const_zero;
11764 #if PY_MAJOR_VERSION < 3
11765     if (likely(PyInt_Check(x))) {
11766         if (sizeof(size_t) < sizeof(long)) {
11767             __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
11768         } else {
11769             long val = PyInt_AS_LONG(x);
11770             if (is_unsigned && unlikely(val < 0)) {
11771                 goto raise_neg_overflow;
11772             }
11773             return (size_t) val;
11774         }
11775     } else
11776 #endif
11777     if (likely(PyLong_Check(x))) {
11778         if (is_unsigned) {
11779 #if CYTHON_USE_PYLONG_INTERNALS
11780             const digit* digits = ((PyLongObject*)x)->ob_digit;
11781             switch (Py_SIZE(x)) {
11782                 case  0: return (size_t) 0;
11783                 case  1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0])
11784                 case 2:
11785                     if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
11786                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11787                             __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11788                         } else if (8 * sizeof(size_t) >= 2 * PyLong_SHIFT) {
11789                             return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
11790                         }
11791                     }
11792                     break;
11793                 case 3:
11794                     if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
11795                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11796                             __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11797                         } else if (8 * sizeof(size_t) >= 3 * PyLong_SHIFT) {
11798                             return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
11799                         }
11800                     }
11801                     break;
11802                 case 4:
11803                     if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
11804                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11805                             __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])))
11806                         } else if (8 * sizeof(size_t) >= 4 * PyLong_SHIFT) {
11807                             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]));
11808                         }
11809                     }
11810                     break;
11811             }
11812 #endif
11813 #if CYTHON_COMPILING_IN_CPYTHON
11814             if (unlikely(Py_SIZE(x) < 0)) {
11815                 goto raise_neg_overflow;
11816             }
11817 #else
11818             {
11819                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
11820                 if (unlikely(result < 0))
11821                     return (size_t) -1;
11822                 if (unlikely(result == 1))
11823                     goto raise_neg_overflow;
11824             }
11825 #endif
11826             if (sizeof(size_t) <= sizeof(unsigned long)) {
11827                 __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x))
11828 #ifdef HAVE_LONG_LONG
11829             } else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) {
11830                 __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
11831 #endif
11832             }
11833         } else {
11834 #if CYTHON_USE_PYLONG_INTERNALS
11835             const digit* digits = ((PyLongObject*)x)->ob_digit;
11836             switch (Py_SIZE(x)) {
11837                 case  0: return (size_t) 0;
11838                 case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, (sdigit) (-(sdigit)digits[0]))
11839                 case  1: __PYX_VERIFY_RETURN_INT(size_t,  digit, +digits[0])
11840                 case -2:
11841                     if (8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT) {
11842                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11843                             __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11844                         } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
11845                             return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
11846                         }
11847                     }
11848                     break;
11849                 case 2:
11850                     if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
11851                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11852                             __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11853                         } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
11854                             return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
11855                         }
11856                     }
11857                     break;
11858                 case -3:
11859                     if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
11860                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11861                             __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11862                         } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
11863                             return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
11864                         }
11865                     }
11866                     break;
11867                 case 3:
11868                     if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
11869                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11870                             __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11871                         } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
11872                             return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
11873                         }
11874                     }
11875                     break;
11876                 case -4:
11877                     if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
11878                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11879                             __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])))
11880                         } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
11881                             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])));
11882                         }
11883                     }
11884                     break;
11885                 case 4:
11886                     if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
11887                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11888                             __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])))
11889                         } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
11890                             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])));
11891                         }
11892                     }
11893                     break;
11894             }
11895 #endif
11896             if (sizeof(size_t) <= sizeof(long)) {
11897                 __PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x))
11898 #ifdef HAVE_LONG_LONG
11899             } else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) {
11900                 __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x))
11901 #endif
11902             }
11903         }
11904         {
11905 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
11906             PyErr_SetString(PyExc_RuntimeError,
11907                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
11908 #else
11909             size_t val;
11910             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
11911  #if PY_MAJOR_VERSION < 3
11912             if (likely(v) && !PyLong_Check(v)) {
11913                 PyObject *tmp = v;
11914                 v = PyNumber_Long(tmp);
11915                 Py_DECREF(tmp);
11916             }
11917  #endif
11918             if (likely(v)) {
11919                 int one = 1; int is_little = (int)*(unsigned char *)&one;
11920                 unsigned char *bytes = (unsigned char *)&val;
11921                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
11922                                               bytes, sizeof(val),
11923                                               is_little, !is_unsigned);
11924                 Py_DECREF(v);
11925                 if (likely(!ret))
11926                     return val;
11927             }
11928 #endif
11929             return (size_t) -1;
11930         }
11931     } else {
11932         size_t val;
11933         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
11934         if (!tmp) return (size_t) -1;
11935         val = __Pyx_PyInt_As_size_t(tmp);
11936         Py_DECREF(tmp);
11937         return val;
11938     }
11939 raise_overflow:
11940     PyErr_SetString(PyExc_OverflowError,
11941         "value too large to convert to size_t");
11942     return (size_t) -1;
11943 raise_neg_overflow:
11944     PyErr_SetString(PyExc_OverflowError,
11945         "can't convert negative value to size_t");
11946     return (size_t) -1;
11947 }
11948 
11949 /* CIntFromPy */
__Pyx_PyInt_As_long(PyObject * x)11950 static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
11951     const long neg_one = (long) ((long) 0 - (long) 1), const_zero = (long) 0;
11952     const int is_unsigned = neg_one > const_zero;
11953 #if PY_MAJOR_VERSION < 3
11954     if (likely(PyInt_Check(x))) {
11955         if (sizeof(long) < sizeof(long)) {
11956             __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
11957         } else {
11958             long val = PyInt_AS_LONG(x);
11959             if (is_unsigned && unlikely(val < 0)) {
11960                 goto raise_neg_overflow;
11961             }
11962             return (long) val;
11963         }
11964     } else
11965 #endif
11966     if (likely(PyLong_Check(x))) {
11967         if (is_unsigned) {
11968 #if CYTHON_USE_PYLONG_INTERNALS
11969             const digit* digits = ((PyLongObject*)x)->ob_digit;
11970             switch (Py_SIZE(x)) {
11971                 case  0: return (long) 0;
11972                 case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
11973                 case 2:
11974                     if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
11975                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
11976                             __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11977                         } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
11978                             return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
11979                         }
11980                     }
11981                     break;
11982                 case 3:
11983                     if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
11984                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
11985                             __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
11986                         } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
11987                             return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
11988                         }
11989                     }
11990                     break;
11991                 case 4:
11992                     if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
11993                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
11994                             __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])))
11995                         } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
11996                             return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
11997                         }
11998                     }
11999                     break;
12000             }
12001 #endif
12002 #if CYTHON_COMPILING_IN_CPYTHON
12003             if (unlikely(Py_SIZE(x) < 0)) {
12004                 goto raise_neg_overflow;
12005             }
12006 #else
12007             {
12008                 int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
12009                 if (unlikely(result < 0))
12010                     return (long) -1;
12011                 if (unlikely(result == 1))
12012                     goto raise_neg_overflow;
12013             }
12014 #endif
12015             if (sizeof(long) <= sizeof(unsigned long)) {
12016                 __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
12017 #ifdef HAVE_LONG_LONG
12018             } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
12019                 __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
12020 #endif
12021             }
12022         } else {
12023 #if CYTHON_USE_PYLONG_INTERNALS
12024             const digit* digits = ((PyLongObject*)x)->ob_digit;
12025             switch (Py_SIZE(x)) {
12026                 case  0: return (long) 0;
12027                 case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
12028                 case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
12029                 case -2:
12030                     if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
12031                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
12032                             __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
12033                         } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
12034                             return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
12035                         }
12036                     }
12037                     break;
12038                 case 2:
12039                     if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
12040                         if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
12041                             __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
12042                         } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
12043                             return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
12044                         }
12045                     }
12046                     break;
12047                 case -3:
12048                     if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
12049                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
12050                             __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
12051                         } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
12052                             return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
12053                         }
12054                     }
12055                     break;
12056                 case 3:
12057                     if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
12058                         if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
12059                             __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
12060                         } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
12061                             return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
12062                         }
12063                     }
12064                     break;
12065                 case -4:
12066                     if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
12067                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
12068                             __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])))
12069                         } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
12070                             return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
12071                         }
12072                     }
12073                     break;
12074                 case 4:
12075                     if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
12076                         if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
12077                             __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])))
12078                         } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
12079                             return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
12080                         }
12081                     }
12082                     break;
12083             }
12084 #endif
12085             if (sizeof(long) <= sizeof(long)) {
12086                 __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
12087 #ifdef HAVE_LONG_LONG
12088             } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
12089                 __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
12090 #endif
12091             }
12092         }
12093         {
12094 #if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
12095             PyErr_SetString(PyExc_RuntimeError,
12096                             "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
12097 #else
12098             long val;
12099             PyObject *v = __Pyx_PyNumber_IntOrLong(x);
12100  #if PY_MAJOR_VERSION < 3
12101             if (likely(v) && !PyLong_Check(v)) {
12102                 PyObject *tmp = v;
12103                 v = PyNumber_Long(tmp);
12104                 Py_DECREF(tmp);
12105             }
12106  #endif
12107             if (likely(v)) {
12108                 int one = 1; int is_little = (int)*(unsigned char *)&one;
12109                 unsigned char *bytes = (unsigned char *)&val;
12110                 int ret = _PyLong_AsByteArray((PyLongObject *)v,
12111                                               bytes, sizeof(val),
12112                                               is_little, !is_unsigned);
12113                 Py_DECREF(v);
12114                 if (likely(!ret))
12115                     return val;
12116             }
12117 #endif
12118             return (long) -1;
12119         }
12120     } else {
12121         long val;
12122         PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
12123         if (!tmp) return (long) -1;
12124         val = __Pyx_PyInt_As_long(tmp);
12125         Py_DECREF(tmp);
12126         return val;
12127     }
12128 raise_overflow:
12129     PyErr_SetString(PyExc_OverflowError,
12130         "value too large to convert to long");
12131     return (long) -1;
12132 raise_neg_overflow:
12133     PyErr_SetString(PyExc_OverflowError,
12134         "can't convert negative value to long");
12135     return (long) -1;
12136 }
12137 
12138 /* FastTypeChecks */
12139 #if CYTHON_COMPILING_IN_CPYTHON
__Pyx_InBases(PyTypeObject * a,PyTypeObject * b)12140 static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
12141     while (a) {
12142         a = a->tp_base;
12143         if (a == b)
12144             return 1;
12145     }
12146     return b == &PyBaseObject_Type;
12147 }
__Pyx_IsSubtype(PyTypeObject * a,PyTypeObject * b)12148 static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
12149     PyObject *mro;
12150     if (a == b) return 1;
12151     mro = a->tp_mro;
12152     if (likely(mro)) {
12153         Py_ssize_t i, n;
12154         n = PyTuple_GET_SIZE(mro);
12155         for (i = 0; i < n; i++) {
12156             if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
12157                 return 1;
12158         }
12159         return 0;
12160     }
12161     return __Pyx_InBases(a, b);
12162 }
12163 #if PY_MAJOR_VERSION == 2
__Pyx_inner_PyErr_GivenExceptionMatches2(PyObject * err,PyObject * exc_type1,PyObject * exc_type2)12164 static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
12165     PyObject *exception, *value, *tb;
12166     int res;
12167     __Pyx_PyThreadState_declare
12168     __Pyx_PyThreadState_assign
12169     __Pyx_ErrFetch(&exception, &value, &tb);
12170     res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
12171     if (unlikely(res == -1)) {
12172         PyErr_WriteUnraisable(err);
12173         res = 0;
12174     }
12175     if (!res) {
12176         res = PyObject_IsSubclass(err, exc_type2);
12177         if (unlikely(res == -1)) {
12178             PyErr_WriteUnraisable(err);
12179             res = 0;
12180         }
12181     }
12182     __Pyx_ErrRestore(exception, value, tb);
12183     return res;
12184 }
12185 #else
__Pyx_inner_PyErr_GivenExceptionMatches2(PyObject * err,PyObject * exc_type1,PyObject * exc_type2)12186 static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
12187     int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
12188     if (!res) {
12189         res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
12190     }
12191     return res;
12192 }
12193 #endif
__Pyx_PyErr_GivenExceptionMatchesTuple(PyObject * exc_type,PyObject * tuple)12194 static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
12195     Py_ssize_t i, n;
12196     assert(PyExceptionClass_Check(exc_type));
12197     n = PyTuple_GET_SIZE(tuple);
12198 #if PY_MAJOR_VERSION >= 3
12199     for (i=0; i<n; i++) {
12200         if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
12201     }
12202 #endif
12203     for (i=0; i<n; i++) {
12204         PyObject *t = PyTuple_GET_ITEM(tuple, i);
12205         #if PY_MAJOR_VERSION < 3
12206         if (likely(exc_type == t)) return 1;
12207         #endif
12208         if (likely(PyExceptionClass_Check(t))) {
12209             if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
12210         } else {
12211         }
12212     }
12213     return 0;
12214 }
__Pyx_PyErr_GivenExceptionMatches(PyObject * err,PyObject * exc_type)12215 static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
12216     if (likely(err == exc_type)) return 1;
12217     if (likely(PyExceptionClass_Check(err))) {
12218         if (likely(PyExceptionClass_Check(exc_type))) {
12219             return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
12220         } else if (likely(PyTuple_Check(exc_type))) {
12221             return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
12222         } else {
12223         }
12224     }
12225     return PyErr_GivenExceptionMatches(err, exc_type);
12226 }
__Pyx_PyErr_GivenExceptionMatches2(PyObject * err,PyObject * exc_type1,PyObject * exc_type2)12227 static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
12228     assert(PyExceptionClass_Check(exc_type1));
12229     assert(PyExceptionClass_Check(exc_type2));
12230     if (likely(err == exc_type1 || err == exc_type2)) return 1;
12231     if (likely(PyExceptionClass_Check(err))) {
12232         return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
12233     }
12234     return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
12235 }
12236 #endif
12237 
12238 /* CheckBinaryVersion */
__Pyx_check_binary_version(void)12239 static int __Pyx_check_binary_version(void) {
12240     char ctversion[4], rtversion[4];
12241     PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
12242     PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
12243     if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
12244         char message[200];
12245         PyOS_snprintf(message, sizeof(message),
12246                       "compiletime version %s of module '%.100s' "
12247                       "does not match runtime version %s",
12248                       ctversion, __Pyx_MODULE_NAME, rtversion);
12249         return PyErr_WarnEx(NULL, message, 1);
12250     }
12251     return 0;
12252 }
12253 
12254 /* FunctionExport */
__Pyx_ExportFunction(const char * name,void (* f)(void),const char * sig)12255 static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) {
12256     PyObject *d = 0;
12257     PyObject *cobj = 0;
12258     union {
12259         void (*fp)(void);
12260         void *p;
12261     } tmp;
12262     d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__");
12263     if (!d) {
12264         PyErr_Clear();
12265         d = PyDict_New();
12266         if (!d)
12267             goto bad;
12268         Py_INCREF(d);
12269         if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0)
12270             goto bad;
12271     }
12272     tmp.fp = f;
12273 #if PY_VERSION_HEX >= 0x02070000
12274     cobj = PyCapsule_New(tmp.p, sig, 0);
12275 #else
12276     cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0);
12277 #endif
12278     if (!cobj)
12279         goto bad;
12280     if (PyDict_SetItemString(d, name, cobj) < 0)
12281         goto bad;
12282     Py_DECREF(cobj);
12283     Py_DECREF(d);
12284     return 0;
12285 bad:
12286     Py_XDECREF(cobj);
12287     Py_XDECREF(d);
12288     return -1;
12289 }
12290 
12291 /* VoidPtrImport */
12292 #ifndef __PYX_HAVE_RT_ImportVoidPtr
12293 #define __PYX_HAVE_RT_ImportVoidPtr
__Pyx_ImportVoidPtr(PyObject * module,const char * name,void ** p,const char * sig)12294 static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig) {
12295     PyObject *d = 0;
12296     PyObject *cobj = 0;
12297     d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
12298     if (!d)
12299         goto bad;
12300     cobj = PyDict_GetItemString(d, name);
12301     if (!cobj) {
12302         PyErr_Format(PyExc_ImportError,
12303             "%.200s does not export expected C variable %.200s",
12304                 PyModule_GetName(module), name);
12305         goto bad;
12306     }
12307 #if PY_VERSION_HEX >= 0x02070000
12308     if (!PyCapsule_IsValid(cobj, sig)) {
12309         PyErr_Format(PyExc_TypeError,
12310             "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
12311              PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
12312         goto bad;
12313     }
12314     *p = PyCapsule_GetPointer(cobj, sig);
12315 #else
12316     {const char *desc, *s1, *s2;
12317     desc = (const char *)PyCObject_GetDesc(cobj);
12318     if (!desc)
12319         goto bad;
12320     s1 = desc; s2 = sig;
12321     while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
12322     if (*s1 != *s2) {
12323         PyErr_Format(PyExc_TypeError,
12324             "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
12325              PyModule_GetName(module), name, sig, desc);
12326         goto bad;
12327     }
12328     *p = PyCObject_AsVoidPtr(cobj);}
12329 #endif
12330     if (!(*p))
12331         goto bad;
12332     Py_DECREF(d);
12333     return 0;
12334 bad:
12335     Py_XDECREF(d);
12336     return -1;
12337 }
12338 #endif
12339 
12340 /* FunctionImport */
12341 #ifndef __PYX_HAVE_RT_ImportFunction
12342 #define __PYX_HAVE_RT_ImportFunction
__Pyx_ImportFunction(PyObject * module,const char * funcname,void (** f)(void),const char * sig)12343 static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
12344     PyObject *d = 0;
12345     PyObject *cobj = 0;
12346     union {
12347         void (*fp)(void);
12348         void *p;
12349     } tmp;
12350     d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
12351     if (!d)
12352         goto bad;
12353     cobj = PyDict_GetItemString(d, funcname);
12354     if (!cobj) {
12355         PyErr_Format(PyExc_ImportError,
12356             "%.200s does not export expected C function %.200s",
12357                 PyModule_GetName(module), funcname);
12358         goto bad;
12359     }
12360 #if PY_VERSION_HEX >= 0x02070000
12361     if (!PyCapsule_IsValid(cobj, sig)) {
12362         PyErr_Format(PyExc_TypeError,
12363             "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
12364              PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
12365         goto bad;
12366     }
12367     tmp.p = PyCapsule_GetPointer(cobj, sig);
12368 #else
12369     {const char *desc, *s1, *s2;
12370     desc = (const char *)PyCObject_GetDesc(cobj);
12371     if (!desc)
12372         goto bad;
12373     s1 = desc; s2 = sig;
12374     while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
12375     if (*s1 != *s2) {
12376         PyErr_Format(PyExc_TypeError,
12377             "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
12378              PyModule_GetName(module), funcname, sig, desc);
12379         goto bad;
12380     }
12381     tmp.p = PyCObject_AsVoidPtr(cobj);}
12382 #endif
12383     *f = tmp.fp;
12384     if (!(*f))
12385         goto bad;
12386     Py_DECREF(d);
12387     return 0;
12388 bad:
12389     Py_XDECREF(d);
12390     return -1;
12391 }
12392 #endif
12393 
12394 /* InitStrings */
__Pyx_InitStrings(__Pyx_StringTabEntry * t)12395 static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
12396     while (t->p) {
12397         #if PY_MAJOR_VERSION < 3
12398         if (t->is_unicode) {
12399             *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
12400         } else if (t->intern) {
12401             *t->p = PyString_InternFromString(t->s);
12402         } else {
12403             *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
12404         }
12405         #else
12406         if (t->is_unicode | t->is_str) {
12407             if (t->intern) {
12408                 *t->p = PyUnicode_InternFromString(t->s);
12409             } else if (t->encoding) {
12410                 *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
12411             } else {
12412                 *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
12413             }
12414         } else {
12415             *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
12416         }
12417         #endif
12418         if (!*t->p)
12419             return -1;
12420         if (PyObject_Hash(*t->p) == -1)
12421             return -1;
12422         ++t;
12423     }
12424     return 0;
12425 }
12426 
__Pyx_PyUnicode_FromString(const char * c_str)12427 static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
12428     return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
12429 }
__Pyx_PyObject_AsString(PyObject * o)12430 static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
12431     Py_ssize_t ignore;
12432     return __Pyx_PyObject_AsStringAndSize(o, &ignore);
12433 }
12434 #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
12435 #if !CYTHON_PEP393_ENABLED
__Pyx_PyUnicode_AsStringAndSize(PyObject * o,Py_ssize_t * length)12436 static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
12437     char* defenc_c;
12438     PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
12439     if (!defenc) return NULL;
12440     defenc_c = PyBytes_AS_STRING(defenc);
12441 #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
12442     {
12443         char* end = defenc_c + PyBytes_GET_SIZE(defenc);
12444         char* c;
12445         for (c = defenc_c; c < end; c++) {
12446             if ((unsigned char) (*c) >= 128) {
12447                 PyUnicode_AsASCIIString(o);
12448                 return NULL;
12449             }
12450         }
12451     }
12452 #endif
12453     *length = PyBytes_GET_SIZE(defenc);
12454     return defenc_c;
12455 }
12456 #else
__Pyx_PyUnicode_AsStringAndSize(PyObject * o,Py_ssize_t * length)12457 static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
12458     if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
12459 #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
12460     if (likely(PyUnicode_IS_ASCII(o))) {
12461         *length = PyUnicode_GET_LENGTH(o);
12462         return PyUnicode_AsUTF8(o);
12463     } else {
12464         PyUnicode_AsASCIIString(o);
12465         return NULL;
12466     }
12467 #else
12468     return PyUnicode_AsUTF8AndSize(o, length);
12469 #endif
12470 }
12471 #endif
12472 #endif
__Pyx_PyObject_AsStringAndSize(PyObject * o,Py_ssize_t * length)12473 static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
12474 #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
12475     if (
12476 #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
12477             __Pyx_sys_getdefaultencoding_not_ascii &&
12478 #endif
12479             PyUnicode_Check(o)) {
12480         return __Pyx_PyUnicode_AsStringAndSize(o, length);
12481     } else
12482 #endif
12483 #if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
12484     if (PyByteArray_Check(o)) {
12485         *length = PyByteArray_GET_SIZE(o);
12486         return PyByteArray_AS_STRING(o);
12487     } else
12488 #endif
12489     {
12490         char* result;
12491         int r = PyBytes_AsStringAndSize(o, &result, length);
12492         if (unlikely(r < 0)) {
12493             return NULL;
12494         } else {
12495             return result;
12496         }
12497     }
12498 }
__Pyx_PyObject_IsTrue(PyObject * x)12499 static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
12500    int is_true = x == Py_True;
12501    if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
12502    else return PyObject_IsTrue(x);
12503 }
__Pyx_PyObject_IsTrueAndDecref(PyObject * x)12504 static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
12505     int retval;
12506     if (unlikely(!x)) return -1;
12507     retval = __Pyx_PyObject_IsTrue(x);
12508     Py_DECREF(x);
12509     return retval;
12510 }
__Pyx_PyNumber_IntOrLongWrongResultType(PyObject * result,const char * type_name)12511 static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
12512 #if PY_MAJOR_VERSION >= 3
12513     if (PyLong_Check(result)) {
12514         if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
12515                 "__int__ returned non-int (type %.200s).  "
12516                 "The ability to return an instance of a strict subclass of int "
12517                 "is deprecated, and may be removed in a future version of Python.",
12518                 Py_TYPE(result)->tp_name)) {
12519             Py_DECREF(result);
12520             return NULL;
12521         }
12522         return result;
12523     }
12524 #endif
12525     PyErr_Format(PyExc_TypeError,
12526                  "__%.4s__ returned non-%.4s (type %.200s)",
12527                  type_name, type_name, Py_TYPE(result)->tp_name);
12528     Py_DECREF(result);
12529     return NULL;
12530 }
__Pyx_PyNumber_IntOrLong(PyObject * x)12531 static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
12532 #if CYTHON_USE_TYPE_SLOTS
12533   PyNumberMethods *m;
12534 #endif
12535   const char *name = NULL;
12536   PyObject *res = NULL;
12537 #if PY_MAJOR_VERSION < 3
12538   if (likely(PyInt_Check(x) || PyLong_Check(x)))
12539 #else
12540   if (likely(PyLong_Check(x)))
12541 #endif
12542     return __Pyx_NewRef(x);
12543 #if CYTHON_USE_TYPE_SLOTS
12544   m = Py_TYPE(x)->tp_as_number;
12545   #if PY_MAJOR_VERSION < 3
12546   if (m && m->nb_int) {
12547     name = "int";
12548     res = m->nb_int(x);
12549   }
12550   else if (m && m->nb_long) {
12551     name = "long";
12552     res = m->nb_long(x);
12553   }
12554   #else
12555   if (likely(m && m->nb_int)) {
12556     name = "int";
12557     res = m->nb_int(x);
12558   }
12559   #endif
12560 #else
12561   if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
12562     res = PyNumber_Int(x);
12563   }
12564 #endif
12565   if (likely(res)) {
12566 #if PY_MAJOR_VERSION < 3
12567     if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
12568 #else
12569     if (unlikely(!PyLong_CheckExact(res))) {
12570 #endif
12571         return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
12572     }
12573   }
12574   else if (!PyErr_Occurred()) {
12575     PyErr_SetString(PyExc_TypeError,
12576                     "an integer is required");
12577   }
12578   return res;
12579 }
12580 static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
12581   Py_ssize_t ival;
12582   PyObject *x;
12583 #if PY_MAJOR_VERSION < 3
12584   if (likely(PyInt_CheckExact(b))) {
12585     if (sizeof(Py_ssize_t) >= sizeof(long))
12586         return PyInt_AS_LONG(b);
12587     else
12588         return PyInt_AsSsize_t(b);
12589   }
12590 #endif
12591   if (likely(PyLong_CheckExact(b))) {
12592     #if CYTHON_USE_PYLONG_INTERNALS
12593     const digit* digits = ((PyLongObject*)b)->ob_digit;
12594     const Py_ssize_t size = Py_SIZE(b);
12595     if (likely(__Pyx_sst_abs(size) <= 1)) {
12596         ival = likely(size) ? digits[0] : 0;
12597         if (size == -1) ival = -ival;
12598         return ival;
12599     } else {
12600       switch (size) {
12601          case 2:
12602            if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
12603              return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
12604            }
12605            break;
12606          case -2:
12607            if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
12608              return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
12609            }
12610            break;
12611          case 3:
12612            if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
12613              return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
12614            }
12615            break;
12616          case -3:
12617            if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
12618              return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
12619            }
12620            break;
12621          case 4:
12622            if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
12623              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]));
12624            }
12625            break;
12626          case -4:
12627            if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
12628              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]));
12629            }
12630            break;
12631       }
12632     }
12633     #endif
12634     return PyLong_AsSsize_t(b);
12635   }
12636   x = PyNumber_Index(b);
12637   if (!x) return -1;
12638   ival = PyInt_AsSsize_t(x);
12639   Py_DECREF(x);
12640   return ival;
12641 }
12642 static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
12643   return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
12644 }
12645 static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
12646     return PyInt_FromSize_t(ival);
12647 }
12648 
12649 
12650 #endif /* Py_PYTHON_H */
12651