/* Generated by Cython 3.2.1 */ /* BEGIN: Cython Metadata { "distutils": { "depends": [ "C:\\Users\\runneradmin\\AppData\\Local\\Temp\\build-env-kzdm41oa\\Lib\\site-packages\\numpy\\_core\\include\\numpy\\arrayobject.h", "C:\\Users\\runneradmin\\AppData\\Local\\Temp\\build-env-kzdm41oa\\Lib\\site-packages\\numpy\\_core\\include\\numpy\\arrayscalars.h", "C:\\Users\\runneradmin\\AppData\\Local\\Temp\\build-env-kzdm41oa\\Lib\\site-packages\\numpy\\_core\\include\\numpy\\ndarrayobject.h", "C:\\Users\\runneradmin\\AppData\\Local\\Temp\\build-env-kzdm41oa\\Lib\\site-packages\\numpy\\_core\\include\\numpy\\ndarraytypes.h", "C:\\Users\\runneradmin\\AppData\\Local\\Temp\\build-env-kzdm41oa\\Lib\\site-packages\\numpy\\_core\\include\\numpy\\ufuncobject.h", "C:\\Users\\runneradmin\\AppData\\Local\\pypa\\cibuildwheel\\Cache\\nuget-cpython\\python.3.12.10\\tools\\Include\\Python.h", "thinc\\backends\\cpu_kernels.hh" ], "include_dirs": [ "thinc/backends", "C:\\Users\\runneradmin\\AppData\\Local\\Temp\\build-env-kzdm41oa\\Lib\\site-packages\\numpy\\_core\\include", "C:\\Users\\runneradmin\\AppData\\Local\\pypa\\cibuildwheel\\Cache\\nuget-cpython\\python.3.12.10\\tools\\Include" ], "language": "c++", "name": "thinc.backends.numpy_ops", "sources": [ "thinc/backends/numpy_ops.pyx" ] }, "module_name": "thinc.backends.numpy_ops" } END: Cython Metadata */ #ifndef PY_SSIZE_T_CLEAN #define PY_SSIZE_T_CLEAN #endif /* PY_SSIZE_T_CLEAN */ /* InitLimitedAPI */ #if defined(Py_LIMITED_API) #if !defined(CYTHON_LIMITED_API) #define CYTHON_LIMITED_API 1 #endif #elif defined(CYTHON_LIMITED_API) #ifdef _MSC_VER #pragma message ("Limited API usage is enabled with 'CYTHON_LIMITED_API' but 'Py_LIMITED_API' does not define a Python target version. Consider setting 'Py_LIMITED_API' instead.") #else #warning Limited API usage is enabled with 'CYTHON_LIMITED_API' but 'Py_LIMITED_API' does not define a Python target version. Consider setting 'Py_LIMITED_API' instead. #endif #endif #include "Python.h" #ifndef Py_PYTHON_H #error Python headers needed to compile C extensions, please install development version of Python. #elif PY_VERSION_HEX < 0x03080000 #error Cython requires Python 3.8+. #else #define __PYX_ABI_VERSION "3_2_1" #define CYTHON_HEX_VERSION 0x030201F0 #define CYTHON_FUTURE_DIVISION 0 /* CModulePreamble */ #include #ifndef offsetof #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(_WIN32) && !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall #define __stdcall #endif #ifndef __cdecl #define __cdecl #endif #ifndef __fastcall #define __fastcall #endif #endif #ifndef DL_IMPORT #define DL_IMPORT(t) t #endif #ifndef DL_EXPORT #define DL_EXPORT(t) t #endif #define __PYX_COMMA , #ifndef PY_LONG_LONG #define PY_LONG_LONG LONG_LONG #endif #ifndef Py_HUGE_VAL #define Py_HUGE_VAL HUGE_VAL #endif #define __PYX_LIMITED_VERSION_HEX PY_VERSION_HEX #if defined(GRAALVM_PYTHON) /* For very preliminary testing purposes. Most variables are set the same as PyPy. The existence of this section does not imply that anything works or is even tested */ #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 0 #define CYTHON_COMPILING_IN_LIMITED_API 0 #define CYTHON_COMPILING_IN_GRAAL 1 #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 #undef CYTHON_USE_TYPE_SLOTS #define CYTHON_USE_TYPE_SLOTS 0 #undef CYTHON_USE_TYPE_SPECS #define CYTHON_USE_TYPE_SPECS 0 #undef CYTHON_USE_PYTYPE_LOOKUP #define CYTHON_USE_PYTYPE_LOOKUP 0 #undef CYTHON_USE_PYLIST_INTERNALS #define CYTHON_USE_PYLIST_INTERNALS 0 #undef CYTHON_USE_UNICODE_INTERNALS #define CYTHON_USE_UNICODE_INTERNALS 0 #undef CYTHON_USE_UNICODE_WRITER #define CYTHON_USE_UNICODE_WRITER 0 #undef CYTHON_USE_PYLONG_INTERNALS #define CYTHON_USE_PYLONG_INTERNALS 0 #undef CYTHON_AVOID_BORROWED_REFS #define CYTHON_AVOID_BORROWED_REFS 1 #undef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0 #undef CYTHON_ASSUME_SAFE_MACROS #define 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CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 1 #undef CYTHON_ASSUME_SAFE_MACROS #define CYTHON_ASSUME_SAFE_MACROS 0 #ifndef CYTHON_ASSUME_SAFE_SIZE #define CYTHON_ASSUME_SAFE_SIZE 1 #endif #undef CYTHON_UNPACK_METHODS #define CYTHON_UNPACK_METHODS 0 #undef CYTHON_FAST_THREAD_STATE #define CYTHON_FAST_THREAD_STATE 0 #undef CYTHON_FAST_GIL #define CYTHON_FAST_GIL 0 #undef CYTHON_METH_FASTCALL #define CYTHON_METH_FASTCALL 0 #undef CYTHON_FAST_PYCALL #define CYTHON_FAST_PYCALL 0 #ifndef CYTHON_PEP487_INIT_SUBCLASS #define CYTHON_PEP487_INIT_SUBCLASS 1 #endif #if PY_VERSION_HEX < 0x03090000 #undef CYTHON_PEP489_MULTI_PHASE_INIT #define CYTHON_PEP489_MULTI_PHASE_INIT 0 #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT) #define CYTHON_PEP489_MULTI_PHASE_INIT 1 #endif #undef CYTHON_USE_MODULE_STATE #define CYTHON_USE_MODULE_STATE 0 #undef CYTHON_USE_SYS_MONITORING #define CYTHON_USE_SYS_MONITORING 0 #ifndef CYTHON_USE_TP_FINALIZE #define CYTHON_USE_TP_FINALIZE (PYPY_VERSION_NUM >= 0x07030C00) #endif #undef CYTHON_USE_AM_SEND #define CYTHON_USE_AM_SEND 0 #undef CYTHON_USE_DICT_VERSIONS #define CYTHON_USE_DICT_VERSIONS 0 #undef CYTHON_USE_EXC_INFO_STACK #define CYTHON_USE_EXC_INFO_STACK 0 #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_NUM >= 0x07031100) #endif #undef CYTHON_USE_FREELISTS #define CYTHON_USE_FREELISTS 0 #undef CYTHON_IMMORTAL_CONSTANTS #define CYTHON_IMMORTAL_CONSTANTS 0 #elif defined(CYTHON_LIMITED_API) #ifdef Py_LIMITED_API #undef __PYX_LIMITED_VERSION_HEX #define __PYX_LIMITED_VERSION_HEX Py_LIMITED_API #endif #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 0 #define CYTHON_COMPILING_IN_LIMITED_API 1 #define CYTHON_COMPILING_IN_GRAAL 0 #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 #undef CYTHON_USE_TYPE_SLOTS #define CYTHON_USE_TYPE_SLOTS 0 #undef CYTHON_USE_TYPE_SPECS #define CYTHON_USE_TYPE_SPECS 1 #undef CYTHON_USE_PYTYPE_LOOKUP #define CYTHON_USE_PYTYPE_LOOKUP 0 #undef CYTHON_USE_PYLIST_INTERNALS #define CYTHON_USE_PYLIST_INTERNALS 0 #undef CYTHON_USE_UNICODE_INTERNALS #define CYTHON_USE_UNICODE_INTERNALS 0 #ifndef CYTHON_USE_UNICODE_WRITER #define CYTHON_USE_UNICODE_WRITER 0 #endif #undef CYTHON_USE_PYLONG_INTERNALS #define CYTHON_USE_PYLONG_INTERNALS 0 #ifndef CYTHON_AVOID_BORROWED_REFS #define CYTHON_AVOID_BORROWED_REFS 0 #endif #ifndef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0 #endif #undef CYTHON_ASSUME_SAFE_MACROS #define CYTHON_ASSUME_SAFE_MACROS 0 #undef CYTHON_ASSUME_SAFE_SIZE #define CYTHON_ASSUME_SAFE_SIZE 0 #undef CYTHON_UNPACK_METHODS #define CYTHON_UNPACK_METHODS 0 #undef CYTHON_FAST_THREAD_STATE #define CYTHON_FAST_THREAD_STATE 0 #undef CYTHON_FAST_GIL #define CYTHON_FAST_GIL 0 #undef CYTHON_METH_FASTCALL #define CYTHON_METH_FASTCALL (__PYX_LIMITED_VERSION_HEX >= 0x030C0000) #undef CYTHON_FAST_PYCALL #define CYTHON_FAST_PYCALL 0 #ifndef CYTHON_PEP487_INIT_SUBCLASS #define CYTHON_PEP487_INIT_SUBCLASS 1 #endif #ifndef CYTHON_PEP489_MULTI_PHASE_INIT #define CYTHON_PEP489_MULTI_PHASE_INIT 1 #endif #ifndef CYTHON_USE_MODULE_STATE #define CYTHON_USE_MODULE_STATE 0 #endif #undef CYTHON_USE_SYS_MONITORING #define CYTHON_USE_SYS_MONITORING 0 #ifndef CYTHON_USE_TP_FINALIZE #define CYTHON_USE_TP_FINALIZE 0 #endif #ifndef CYTHON_USE_AM_SEND #define CYTHON_USE_AM_SEND (__PYX_LIMITED_VERSION_HEX >= 0x030A0000) #endif #undef CYTHON_USE_DICT_VERSIONS #define CYTHON_USE_DICT_VERSIONS 0 #undef CYTHON_USE_EXC_INFO_STACK #define CYTHON_USE_EXC_INFO_STACK 0 #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC #define CYTHON_UPDATE_DESCRIPTOR_DOC 0 #endif #ifndef CYTHON_USE_FREELISTS #define CYTHON_USE_FREELISTS 1 #endif #undef CYTHON_IMMORTAL_CONSTANTS #define CYTHON_IMMORTAL_CONSTANTS 0 #else #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 1 #define CYTHON_COMPILING_IN_LIMITED_API 0 #define CYTHON_COMPILING_IN_GRAAL 0 #ifdef Py_GIL_DISABLED #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 1 #else #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 #endif #if PY_VERSION_HEX < 0x030A0000 #undef CYTHON_USE_TYPE_SLOTS #define CYTHON_USE_TYPE_SLOTS 1 #elif !defined(CYTHON_USE_TYPE_SLOTS) #define CYTHON_USE_TYPE_SLOTS 1 #endif #ifndef CYTHON_USE_TYPE_SPECS #define CYTHON_USE_TYPE_SPECS 0 #endif #ifndef CYTHON_USE_PYTYPE_LOOKUP #define CYTHON_USE_PYTYPE_LOOKUP 1 #endif #ifndef CYTHON_USE_PYLONG_INTERNALS #define CYTHON_USE_PYLONG_INTERNALS 1 #endif #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #undef CYTHON_USE_PYLIST_INTERNALS #define CYTHON_USE_PYLIST_INTERNALS 0 #elif !defined(CYTHON_USE_PYLIST_INTERNALS) #define CYTHON_USE_PYLIST_INTERNALS 1 #endif #ifndef CYTHON_USE_UNICODE_INTERNALS #define CYTHON_USE_UNICODE_INTERNALS 1 #endif #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING || PY_VERSION_HEX >= 0x030B00A2 #undef CYTHON_USE_UNICODE_WRITER #define CYTHON_USE_UNICODE_WRITER 0 #elif !defined(CYTHON_USE_UNICODE_WRITER) #define CYTHON_USE_UNICODE_WRITER 1 #endif #ifndef CYTHON_AVOID_BORROWED_REFS #define CYTHON_AVOID_BORROWED_REFS 0 #endif #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #undef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 1 #elif !defined(CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS) #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0 #endif #ifndef CYTHON_ASSUME_SAFE_MACROS #define CYTHON_ASSUME_SAFE_MACROS 1 #endif #ifndef CYTHON_ASSUME_SAFE_SIZE #define CYTHON_ASSUME_SAFE_SIZE 1 #endif #ifndef CYTHON_UNPACK_METHODS #define CYTHON_UNPACK_METHODS 1 #endif #ifndef CYTHON_FAST_THREAD_STATE #define CYTHON_FAST_THREAD_STATE 1 #endif #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #undef CYTHON_FAST_GIL #define CYTHON_FAST_GIL 0 #elif !defined(CYTHON_FAST_GIL) #define CYTHON_FAST_GIL (PY_VERSION_HEX < 0x030C00A6) #endif #ifndef CYTHON_METH_FASTCALL #define CYTHON_METH_FASTCALL 1 #endif #ifndef CYTHON_FAST_PYCALL #define CYTHON_FAST_PYCALL 1 #endif #ifndef CYTHON_PEP487_INIT_SUBCLASS #define CYTHON_PEP487_INIT_SUBCLASS 1 #endif #ifndef CYTHON_PEP489_MULTI_PHASE_INIT #define CYTHON_PEP489_MULTI_PHASE_INIT 1 #endif #ifndef CYTHON_USE_MODULE_STATE #define CYTHON_USE_MODULE_STATE 0 #endif #ifndef CYTHON_USE_SYS_MONITORING #define CYTHON_USE_SYS_MONITORING (PY_VERSION_HEX >= 0x030d00B1) #endif #ifndef CYTHON_USE_TP_FINALIZE #define CYTHON_USE_TP_FINALIZE 1 #endif #ifndef CYTHON_USE_AM_SEND #define CYTHON_USE_AM_SEND 1 #endif #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #undef CYTHON_USE_DICT_VERSIONS #define CYTHON_USE_DICT_VERSIONS 0 #elif !defined(CYTHON_USE_DICT_VERSIONS) #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX < 0x030C00A5 && !CYTHON_USE_MODULE_STATE) #endif #ifndef CYTHON_USE_EXC_INFO_STACK #define CYTHON_USE_EXC_INFO_STACK 1 #endif #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC #define CYTHON_UPDATE_DESCRIPTOR_DOC 1 #endif #ifndef CYTHON_USE_FREELISTS #define CYTHON_USE_FREELISTS (!CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) #endif #if defined(CYTHON_IMMORTAL_CONSTANTS) && PY_VERSION_HEX < 0x030C0000 #undef CYTHON_IMMORTAL_CONSTANTS #define CYTHON_IMMORTAL_CONSTANTS 0 // definitely won't work #elif !defined(CYTHON_IMMORTAL_CONSTANTS) #define CYTHON_IMMORTAL_CONSTANTS (PY_VERSION_HEX >= 0x030C0000 && !CYTHON_USE_MODULE_STATE && CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) #endif #endif #ifndef CYTHON_COMPRESS_STRINGS #define CYTHON_COMPRESS_STRINGS 1 #endif #ifndef CYTHON_FAST_PYCCALL #define CYTHON_FAST_PYCCALL CYTHON_FAST_PYCALL #endif #ifndef CYTHON_VECTORCALL #if CYTHON_COMPILING_IN_LIMITED_API #define CYTHON_VECTORCALL (__PYX_LIMITED_VERSION_HEX >= 0x030C0000) #else #define CYTHON_VECTORCALL (CYTHON_FAST_PYCCALL) #endif #endif #if CYTHON_USE_PYLONG_INTERNALS #undef SHIFT #undef BASE #undef MASK #ifdef SIZEOF_VOID_P enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) }; #endif #endif #ifndef __has_attribute #define __has_attribute(x) 0 #endif #ifndef __has_cpp_attribute #define __has_cpp_attribute(x) 0 #endif #ifndef CYTHON_RESTRICT #if defined(__GNUC__) #define CYTHON_RESTRICT __restrict__ #elif defined(_MSC_VER) && _MSC_VER >= 1400 #define CYTHON_RESTRICT __restrict #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_RESTRICT restrict #else #define CYTHON_RESTRICT #endif #endif #ifndef CYTHON_UNUSED #if defined(__cplusplus) /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17 * but leads to warnings with -pedantic, since it is a C++17 feature */ #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L) #if __has_cpp_attribute(maybe_unused) #define CYTHON_UNUSED [[maybe_unused]] #endif #endif #endif #endif #ifndef CYTHON_UNUSED # if defined(__GNUC__) # if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif # elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif #endif #ifndef CYTHON_UNUSED_VAR # if defined(__cplusplus) template void CYTHON_UNUSED_VAR( const T& ) { } # else # define CYTHON_UNUSED_VAR(x) (void)(x) # endif #endif #ifndef CYTHON_MAYBE_UNUSED_VAR #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x) #endif #ifndef CYTHON_NCP_UNUSED # if CYTHON_COMPILING_IN_CPYTHON && !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING # define CYTHON_NCP_UNUSED # else # define CYTHON_NCP_UNUSED CYTHON_UNUSED # endif #endif #ifndef CYTHON_USE_CPP_STD_MOVE #if defined(__cplusplus) && (\ __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600)) #define CYTHON_USE_CPP_STD_MOVE 1 #else #define CYTHON_USE_CPP_STD_MOVE 0 #endif #endif #define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) #include typedef uintptr_t __pyx_uintptr_t; #ifndef CYTHON_FALLTHROUGH #if 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template struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);}; #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL::value) #else #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0) #endif #if CYTHON_COMPILING_IN_PYPY == 1 #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX < 0x030A0000) #else #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX < 0x03090000) #endif #define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer)) /* CppInitCode */ #ifndef __cplusplus #error "Cython files generated with the C++ option must be compiled with a C++ compiler." #endif #ifndef CYTHON_INLINE #if defined(__clang__) #define CYTHON_INLINE __inline__ __attribute__ ((__unused__)) #else #define CYTHON_INLINE inline #endif #endif template void __Pyx_call_destructor(T& x) { x.~T(); } template class __Pyx_FakeReference { public: __Pyx_FakeReference() : ptr(NULL) { } __Pyx_FakeReference(const T& ref) : ptr(const_cast(&ref)) { } T *operator->() { 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NULL : ((PyCFunctionObject*)func)->m_self; } #endif static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void (*cfunc)(void)) { #if CYTHON_COMPILING_IN_LIMITED_API return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc; #else return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc; #endif } #define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCFunction(func, cfunc) #if PY_VERSION_HEX < 0x03090000 || (CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000) #define __Pyx_PyType_FromModuleAndSpec(m, s, b) ((void)m, PyType_FromSpecWithBases(s, b)) typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *); #else #define __Pyx_PyType_FromModuleAndSpec(m, s, b) PyType_FromModuleAndSpec(m, s, b) #define __Pyx_PyCMethod PyCMethod #endif #ifndef METH_METHOD #define METH_METHOD 0x200 #endif #if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) #define PyObject_Malloc(s) PyMem_Malloc(s) #define PyObject_Free(p) PyMem_Free(p) #define PyObject_Realloc(p) PyMem_Realloc(p) #endif #if CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_PyFrame_SetLineNumber(frame, lineno) #elif CYTHON_COMPILING_IN_GRAAL && defined(GRAALPY_VERSION_NUM) && GRAALPY_VERSION_NUM > 0x19000000 #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) #define __Pyx_PyFrame_SetLineNumber(frame, lineno) GraalPyFrame_SetLineNumber((frame), (lineno)) #elif CYTHON_COMPILING_IN_GRAAL #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) #define __Pyx_PyFrame_SetLineNumber(frame, lineno) _PyFrame_SetLineNumber((frame), (lineno)) #else #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) #endif #if CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_PyThreadState_Current PyThreadState_Get() #elif !CYTHON_FAST_THREAD_STATE #define __Pyx_PyThreadState_Current PyThreadState_GET() #elif PY_VERSION_HEX >= 0x030d00A1 #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked() #else #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() #endif #if CYTHON_USE_MODULE_STATE static CYTHON_INLINE void *__Pyx__PyModule_GetState(PyObject *op) { void *result; result = PyModule_GetState(op); if (!result) Py_FatalError("Couldn't find the module state"); return result; } #define __Pyx_PyModule_GetState(o) (__pyx_mstatetype *)__Pyx__PyModule_GetState(o) #else #define __Pyx_PyModule_GetState(op) ((void)op,__pyx_mstate_global) #endif #define __Pyx_PyObject_GetSlot(obj, name, func_ctype) __Pyx_PyType_GetSlot(Py_TYPE((PyObject *) obj), name, func_ctype) #define __Pyx_PyObject_TryGetSlot(obj, name, func_ctype) __Pyx_PyType_TryGetSlot(Py_TYPE(obj), name, func_ctype) #define __Pyx_PyObject_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(Py_TYPE(obj), sub, name, func_ctype) #define __Pyx_PyObject_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSubSlot(Py_TYPE(obj), sub, name, func_ctype) #if CYTHON_USE_TYPE_SLOTS #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((type)->name) #define __Pyx_PyType_TryGetSlot(type, name, func_ctype) __Pyx_PyType_GetSlot(type, name, func_ctype) #define __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype) (((type)->sub) ? ((type)->sub->name) : NULL) #define __Pyx_PyType_TryGetSubSlot(type, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype) #else #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((func_ctype) PyType_GetSlot((type), Py_##name)) #define __Pyx_PyType_TryGetSlot(type, name, func_ctype)\ ((__PYX_LIMITED_VERSION_HEX >= 0x030A0000 ||\ (PyType_GetFlags(type) & Py_TPFLAGS_HEAPTYPE) || __Pyx_get_runtime_version() >= 0x030A0000) ?\ __Pyx_PyType_GetSlot(type, name, func_ctype) : NULL) #define __Pyx_PyType_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSlot(obj, name, func_ctype) #define __Pyx_PyType_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSlot(obj, name, func_ctype) #endif #if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) #define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) #else #define __Pyx_PyDict_NewPresized(n) PyDict_New() #endif #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) #if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_UNICODE_INTERNALS #define __Pyx_PyDict_GetItemStrWithError(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) { PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name); if (res == NULL) PyErr_Clear(); return res; } #elif !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000 #define __Pyx_PyDict_GetItemStrWithError PyDict_GetItemWithError #define __Pyx_PyDict_GetItemStr PyDict_GetItem #else static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) { #if CYTHON_COMPILING_IN_PYPY return PyDict_GetItem(dict, name); #else PyDictEntry *ep; PyDictObject *mp = (PyDictObject*) dict; long hash = ((PyStringObject *) name)->ob_shash; assert(hash != -1); ep = (mp->ma_lookup)(mp, name, hash); if (ep == NULL) { return NULL; } return ep->me_value; #endif } #define __Pyx_PyDict_GetItemStr PyDict_GetItem #endif #if CYTHON_USE_TYPE_SLOTS #define __Pyx_PyType_GetFlags(tp) (((PyTypeObject *)tp)->tp_flags) #define __Pyx_PyType_HasFeature(type, feature) ((__Pyx_PyType_GetFlags(type) & (feature)) != 0) #else #define __Pyx_PyType_GetFlags(tp) (PyType_GetFlags((PyTypeObject *)tp)) #define __Pyx_PyType_HasFeature(type, feature) PyType_HasFeature(type, feature) #endif #define __Pyx_PyObject_GetIterNextFunc(iterator) __Pyx_PyObject_GetSlot(iterator, tp_iternext, iternextfunc) #if CYTHON_USE_TYPE_SPECS #define __Pyx_PyHeapTypeObject_GC_Del(obj) {\ PyTypeObject *type = Py_TYPE((PyObject*)obj);\ assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\ PyObject_GC_Del(obj);\ Py_DECREF(type);\ } #else #define __Pyx_PyHeapTypeObject_GC_Del(obj) PyObject_GC_Del(obj) #endif #if CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_PyUnicode_READY(op) (0) #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i) #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((void)u, 1114111U) #define __Pyx_PyUnicode_KIND(u) ((void)u, (0)) #define __Pyx_PyUnicode_DATA(u) ((void*)u) #define __Pyx_PyUnicode_READ(k, d, i) ((void)k, PyUnicode_ReadChar((PyObject*)(d), i)) #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GetLength(u)) #else #if PY_VERSION_HEX >= 0x030C0000 #define __Pyx_PyUnicode_READY(op) (0) #else #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ 0 : _PyUnicode_Ready((PyObject *)(op))) #endif #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) #define __Pyx_PyUnicode_KIND(u) ((int)PyUnicode_KIND(u)) #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, (Py_UCS4) ch) #if PY_VERSION_HEX >= 0x030C0000 #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u)) #else #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000 #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length)) #else #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) #endif #endif #endif #if CYTHON_COMPILING_IN_PYPY #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) #else #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\ PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) #endif #if CYTHON_COMPILING_IN_PYPY #if !defined(PyUnicode_DecodeUnicodeEscape) #define PyUnicode_DecodeUnicodeEscape(s, size, errors) PyUnicode_Decode(s, size, "unicode_escape", errors) #endif #if !defined(PyUnicode_Contains) #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) #endif #if !defined(PyByteArray_Check) #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) #endif #if !defined(PyObject_Format) #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) #endif #endif #define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000 #define __Pyx_PySequence_ListKeepNew(obj)\ (likely(PyList_CheckExact(obj) && PyUnstable_Object_IsUniquelyReferenced(obj)) ? __Pyx_NewRef(obj) : PySequence_List(obj)) #elif CYTHON_COMPILING_IN_CPYTHON #define __Pyx_PySequence_ListKeepNew(obj)\ (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj)) #else #define __Pyx_PySequence_ListKeepNew(obj) PySequence_List(obj) #endif #ifndef PySet_CheckExact #define PySet_CheckExact(obj) __Pyx_IS_TYPE(obj, &PySet_Type) #endif #if PY_VERSION_HEX >= 0x030900A4 #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt) #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size) #else #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt) #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size) #endif enum __Pyx_ReferenceSharing { __Pyx_ReferenceSharing_DefinitelyUnique, // We created it so we know it's unshared - no need to check __Pyx_ReferenceSharing_OwnStrongReference, __Pyx_ReferenceSharing_FunctionArgument, __Pyx_ReferenceSharing_SharedReference, // Never trust it to be unshared because it's a global or similar }; #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && PY_VERSION_HEX >= 0x030E0000 #define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing)\ (sharing == __Pyx_ReferenceSharing_DefinitelyUnique ? 1 :\ (sharing == __Pyx_ReferenceSharing_FunctionArgument ? 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(sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0])) typedef sdigit __Pyx_compact_pylong; typedef digit __Pyx_compact_upylong; #endif #if PY_VERSION_HEX >= 0x030C00A5 #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->long_value.ob_digit) #else #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->ob_digit) #endif #endif #if __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) #elif __PYX_DEFAULT_STRING_ENCODING_IS_ASCII #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeASCII(c_str, size, NULL) #else #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) #endif /* Test for GCC > 2.95 */ #if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) #define likely(x) __builtin_expect(!!(x), 1) #define unlikely(x) __builtin_expect(!!(x), 0) #else /* !__GNUC__ or GCC < 2.95 */ #define likely(x) (x) #define unlikely(x) (x) #endif /* __GNUC__ */ /* PretendToInitialize */ #ifdef __cplusplus #if __cplusplus > 201103L #include #endif template static void __Pyx_pretend_to_initialize(T* ptr) { #if __cplusplus > 201103L if ((std::is_trivially_default_constructible::value)) #endif *ptr = T(); (void)ptr; } #else static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; } #endif #if !CYTHON_USE_MODULE_STATE static PyObject *__pyx_m = NULL; #endif static int __pyx_lineno; static int __pyx_clineno = 0; static const char * const __pyx_cfilenm = __FILE__; static const char *__pyx_filename; /* Header.proto */ #if !defined(CYTHON_CCOMPLEX) #if defined(__cplusplus) #define CYTHON_CCOMPLEX 1 #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__) && !defined(_MSC_VER)) #define CYTHON_CCOMPLEX 1 #else #define CYTHON_CCOMPLEX 0 #endif #endif #if CYTHON_CCOMPLEX #ifdef __cplusplus #include #else #include #endif #endif #if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) #undef _Complex_I #define _Complex_I 1.0fj #endif /* #### Code section: filename_table ### */ static const char* const __pyx_f[] = { "thinc/backends/numpy_ops.pyx", "", "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd", "thinc/backends/linalg.pxd", "thinc/backends/cblas.pxd", "cpython/type.pxd", "cymem/cymem.pxd", "preshed/maps.pxd", }; /* #### Code section: utility_code_proto_before_types ### */ /* Atomics.proto (used by UnpackUnboundCMethod) */ #include #ifndef CYTHON_ATOMICS #define CYTHON_ATOMICS 1 #endif #define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS #define __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #define __pyx_atomic_int_type int #define __pyx_nonatomic_int_type int #if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\ (__STDC_VERSION__ >= 201112L) &&\ !defined(__STDC_NO_ATOMICS__)) #include #elif CYTHON_ATOMICS && (defined(__cplusplus) && (\ (__cplusplus >= 201103L) ||\ (defined(_MSC_VER) && _MSC_VER >= 1700))) #include #endif #if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\ (__STDC_VERSION__ >= 201112L) &&\ !defined(__STDC_NO_ATOMICS__) &&\ ATOMIC_INT_LOCK_FREE == 2) #undef __pyx_atomic_int_type #define __pyx_atomic_int_type atomic_int #define __pyx_atomic_ptr_type atomic_uintptr_t #define __pyx_nonatomic_ptr_type uintptr_t #define __pyx_atomic_incr_relaxed(value) atomic_fetch_add_explicit(value, 1, memory_order_relaxed) #define __pyx_atomic_incr_acq_rel(value) atomic_fetch_add_explicit(value, 1, memory_order_acq_rel) #define __pyx_atomic_decr_acq_rel(value) atomic_fetch_sub_explicit(value, 1, memory_order_acq_rel) #define __pyx_atomic_sub(value, arg) atomic_fetch_sub(value, arg) #define __pyx_atomic_int_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired) #define __pyx_atomic_load(value) atomic_load(value) #define __pyx_atomic_store(value, new_value) atomic_store(value, new_value) #define __pyx_atomic_pointer_load_relaxed(value) atomic_load_explicit(value, memory_order_relaxed) #define __pyx_atomic_pointer_load_acquire(value) atomic_load_explicit(value, memory_order_acquire) #define __pyx_atomic_pointer_exchange(value, new_value) atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value) #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired) #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER) #pragma message ("Using standard C atomics") #elif defined(__PYX_DEBUG_ATOMICS) #warning "Using standard C atomics" #endif #elif CYTHON_ATOMICS && (defined(__cplusplus) && (\ (__cplusplus >= 201103L) ||\ \ (defined(_MSC_VER) && _MSC_VER >= 1700)) &&\ ATOMIC_INT_LOCK_FREE == 2) #undef __pyx_atomic_int_type #define __pyx_atomic_int_type std::atomic_int #define __pyx_atomic_ptr_type std::atomic_uintptr_t #define __pyx_nonatomic_ptr_type uintptr_t #define __pyx_atomic_incr_relaxed(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_relaxed) #define __pyx_atomic_incr_acq_rel(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_acq_rel) #define __pyx_atomic_decr_acq_rel(value) std::atomic_fetch_sub_explicit(value, 1, std::memory_order_acq_rel) #define __pyx_atomic_sub(value, arg) std::atomic_fetch_sub(value, arg) #define __pyx_atomic_int_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired) #define __pyx_atomic_load(value) std::atomic_load(value) #define __pyx_atomic_store(value, new_value) std::atomic_store(value, new_value) #define __pyx_atomic_pointer_load_relaxed(value) std::atomic_load_explicit(value, std::memory_order_relaxed) #define __pyx_atomic_pointer_load_acquire(value) std::atomic_load_explicit(value, std::memory_order_acquire) #define __pyx_atomic_pointer_exchange(value, new_value) std::atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value) #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired) #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER) #pragma message ("Using standard C++ atomics") #elif defined(__PYX_DEBUG_ATOMICS) #warning "Using standard C++ atomics" #endif #elif CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\ (__GNUC_MINOR__ > 1 ||\ (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2)))) #define __pyx_atomic_ptr_type void* #define __pyx_nonatomic_ptr_type void* #define __pyx_atomic_incr_relaxed(value) __sync_fetch_and_add(value, 1) #define __pyx_atomic_incr_acq_rel(value) __sync_fetch_and_add(value, 1) #define __pyx_atomic_decr_acq_rel(value) __sync_fetch_and_sub(value, 1) #define __pyx_atomic_sub(value, arg) __sync_fetch_and_sub(value, arg) static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) { __pyx_nonatomic_int_type old = __sync_val_compare_and_swap(value, *expected, desired); int result = old == *expected; *expected = old; return result; } #define __pyx_atomic_load(value) __sync_fetch_and_add(value, 0) #define __pyx_atomic_store(value, new_value) __sync_lock_test_and_set(value, new_value) #define __pyx_atomic_pointer_load_relaxed(value) __sync_fetch_and_add(value, 0) #define __pyx_atomic_pointer_load_acquire(value) __sync_fetch_and_add(value, 0) #define __pyx_atomic_pointer_exchange(value, new_value) __sync_lock_test_and_set(value, (__pyx_atomic_ptr_type)new_value) static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) { __pyx_nonatomic_ptr_type old = __sync_val_compare_and_swap(value, *expected, desired); int result = old == *expected; *expected = old; return result; } #ifdef __PYX_DEBUG_ATOMICS #warning "Using GNU atomics" #endif #elif CYTHON_ATOMICS && defined(_MSC_VER) #include #undef __pyx_atomic_int_type #define __pyx_atomic_int_type long #define __pyx_atomic_ptr_type void* #undef __pyx_nonatomic_int_type #define __pyx_nonatomic_int_type long #define __pyx_nonatomic_ptr_type void* #pragma intrinsic (_InterlockedExchangeAdd, _InterlockedExchange, _InterlockedCompareExchange, _InterlockedCompareExchangePointer, _InterlockedExchangePointer) #define __pyx_atomic_incr_relaxed(value) _InterlockedExchangeAdd(value, 1) #define __pyx_atomic_incr_acq_rel(value) _InterlockedExchangeAdd(value, 1) #define __pyx_atomic_decr_acq_rel(value) _InterlockedExchangeAdd(value, -1) #define __pyx_atomic_sub(value, arg) _InterlockedExchangeAdd(value, -arg) static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) { __pyx_nonatomic_int_type old = _InterlockedCompareExchange(value, desired, *expected); int result = old == *expected; *expected = old; return result; } #define __pyx_atomic_load(value) _InterlockedExchangeAdd(value, 0) #define __pyx_atomic_store(value, new_value) _InterlockedExchange(value, new_value) #define __pyx_atomic_pointer_load_relaxed(value) *(void * volatile *)value #define __pyx_atomic_pointer_load_acquire(value) _InterlockedCompareExchangePointer(value, 0, 0) #define __pyx_atomic_pointer_exchange(value, new_value) _InterlockedExchangePointer(value, (__pyx_atomic_ptr_type)new_value) static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) { __pyx_atomic_ptr_type old = _InterlockedCompareExchangePointer(value, desired, *expected); int result = old == *expected; *expected = old; return result; } #ifdef __PYX_DEBUG_ATOMICS #pragma message ("Using MSVC atomics") #endif #else #undef CYTHON_ATOMICS #define CYTHON_ATOMICS 0 #ifdef __PYX_DEBUG_ATOMICS #warning "Not using atomics" #endif #endif /* CriticalSectionsDefinition.proto (used by CriticalSections) */ #if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #define __Pyx_PyCriticalSection void* #define __Pyx_PyCriticalSection2 void* #define __Pyx_PyCriticalSection_End(cs) #define __Pyx_PyCriticalSection2_End(cs) #else #define __Pyx_PyCriticalSection PyCriticalSection #define __Pyx_PyCriticalSection2 PyCriticalSection2 #define __Pyx_PyCriticalSection_End PyCriticalSection_End #define __Pyx_PyCriticalSection2_End PyCriticalSection2_End #endif /* CriticalSections.proto (used by ParseKeywordsImpl) */ #if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #define __Pyx_PyCriticalSection_Begin(cs, arg) (void)(cs) #define __Pyx_PyCriticalSection2_Begin(cs, arg1, arg2) (void)(cs) #else #define __Pyx_PyCriticalSection_Begin PyCriticalSection_Begin #define __Pyx_PyCriticalSection2_Begin PyCriticalSection2_Begin #endif #if PY_VERSION_HEX < 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_BEGIN_CRITICAL_SECTION(o) { #define __Pyx_END_CRITICAL_SECTION() } #else #define __Pyx_BEGIN_CRITICAL_SECTION Py_BEGIN_CRITICAL_SECTION #define __Pyx_END_CRITICAL_SECTION Py_END_CRITICAL_SECTION #endif /* ForceInitThreads.proto */ #ifndef __PYX_FORCE_INIT_THREADS #define __PYX_FORCE_INIT_THREADS 0 #endif /* NoFastGil.proto */ #define __Pyx_PyGILState_Ensure PyGILState_Ensure #define __Pyx_PyGILState_Release PyGILState_Release #define __Pyx_FastGIL_Remember() #define __Pyx_FastGIL_Forget() #define __Pyx_FastGilFuncInit() /* BufferFormatStructs.proto (used by BufferFormatCheck) */ struct __Pyx_StructField_; #define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) typedef struct { const char* name; const struct __Pyx_StructField_* fields; size_t size; size_t arraysize[8]; int ndim; char typegroup; char is_unsigned; int flags; } __Pyx_TypeInfo; typedef struct __Pyx_StructField_ { const __Pyx_TypeInfo* type; const char* name; size_t offset; } __Pyx_StructField; typedef struct { const __Pyx_StructField* field; size_t parent_offset; } __Pyx_BufFmt_StackElem; typedef struct { __Pyx_StructField root; __Pyx_BufFmt_StackElem* head; size_t fmt_offset; size_t new_count, enc_count; size_t struct_alignment; int is_complex; char enc_type; char new_packmode; char enc_packmode; char is_valid_array; } __Pyx_BufFmt_Context; /* IncludeStructmemberH.proto (used by FixUpExtensionType) */ #include /* MemviewSliceStruct.proto */ struct __pyx_memoryview_obj; typedef struct { struct __pyx_memoryview_obj *memview; char *data; Py_ssize_t shape[8]; Py_ssize_t strides[8]; Py_ssize_t suboffsets[8]; } __Pyx_memviewslice; #define __Pyx_MemoryView_Len(m) (m.shape[0]) #define __Pyx_MEMVIEW_DIRECT 1 #define __Pyx_MEMVIEW_PTR 2 #define __Pyx_MEMVIEW_FULL 4 #define __Pyx_MEMVIEW_CONTIG 8 #define __Pyx_MEMVIEW_STRIDED 16 #define __Pyx_MEMVIEW_FOLLOW 32 #define __Pyx_IS_C_CONTIG 1 #define __Pyx_IS_F_CONTIG 2 #define __Pyx_MEMSLICE_INIT { 0, 0, { 0 }, { 0 }, { 0 } } #if CYTHON_ATOMICS #define __pyx_add_acquisition_count(memview)\ __pyx_atomic_incr_relaxed(__pyx_get_slice_count_pointer(memview)) #define __pyx_sub_acquisition_count(memview)\ __pyx_atomic_decr_acq_rel(__pyx_get_slice_count_pointer(memview)) #else #define __pyx_add_acquisition_count(memview)\ __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) #define __pyx_sub_acquisition_count(memview)\ __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) #endif /* #### Code section: numeric_typedefs ### */ /* "blis/cy.pxd":58 * * * ctypedef int64_t dim_t # <<<<<<<<<<<<<< * ctypedef int64_t inc_t * ctypedef int64_t doff_t */ typedef int64_t __pyx_t_4blis_2cy_dim_t; /* "blis/cy.pxd":59 * * ctypedef int64_t dim_t * ctypedef int64_t inc_t # <<<<<<<<<<<<<< * ctypedef int64_t doff_t * */ typedef int64_t __pyx_t_4blis_2cy_inc_t; /* "blis/cy.pxd":60 * ctypedef int64_t dim_t * ctypedef int64_t inc_t * ctypedef int64_t doff_t # <<<<<<<<<<<<<< * * */ typedef int64_t __pyx_t_4blis_2cy_doff_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":743 * # in Cython to enable them only on the right systems. * * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t */ typedef npy_int8 __pyx_t_5numpy_int8_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":744 * * ctypedef npy_int8 int8_t * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< * ctypedef npy_int32 int32_t * ctypedef npy_int64 int64_t */ typedef npy_int16 __pyx_t_5numpy_int16_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":745 * ctypedef npy_int8 int8_t * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< * ctypedef npy_int64 int64_t * */ typedef npy_int32 __pyx_t_5numpy_int32_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":746 * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< * * ctypedef npy_uint8 uint8_t */ typedef npy_int64 __pyx_t_5numpy_int64_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":748 * ctypedef npy_int64 int64_t * * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t */ typedef npy_uint8 __pyx_t_5numpy_uint8_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":749 * * ctypedef npy_uint8 uint8_t * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< * ctypedef npy_uint32 uint32_t * ctypedef npy_uint64 uint64_t */ typedef npy_uint16 __pyx_t_5numpy_uint16_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":750 * ctypedef npy_uint8 uint8_t * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< * ctypedef npy_uint64 uint64_t * */ typedef npy_uint32 __pyx_t_5numpy_uint32_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":751 * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< * * ctypedef npy_float32 float32_t */ typedef npy_uint64 __pyx_t_5numpy_uint64_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":753 * ctypedef npy_uint64 uint64_t * * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< * ctypedef npy_float64 float64_t * #ctypedef npy_float80 float80_t */ typedef npy_float32 __pyx_t_5numpy_float32_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":754 * * ctypedef npy_float32 float32_t * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< * #ctypedef npy_float80 float80_t * #ctypedef npy_float128 float128_t */ typedef npy_float64 __pyx_t_5numpy_float64_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":761 * ctypedef double complex complex128_t * * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulonglong_t * */ typedef npy_longlong __pyx_t_5numpy_longlong_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":762 * * ctypedef npy_longlong longlong_t * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< * * ctypedef npy_intp intp_t */ typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":764 * ctypedef npy_ulonglong ulonglong_t * * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< * ctypedef npy_uintp uintp_t * */ typedef npy_intp __pyx_t_5numpy_intp_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":765 * * ctypedef npy_intp intp_t * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< * * ctypedef npy_double float_t */ typedef npy_uintp __pyx_t_5numpy_uintp_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":767 * ctypedef npy_uintp uintp_t * * ctypedef npy_double float_t # <<<<<<<<<<<<<< * ctypedef npy_double double_t * ctypedef npy_longdouble longdouble_t */ typedef npy_double __pyx_t_5numpy_float_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":768 * * ctypedef npy_double float_t * ctypedef npy_double double_t # <<<<<<<<<<<<<< * ctypedef npy_longdouble longdouble_t * */ typedef npy_double __pyx_t_5numpy_double_t; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":769 * ctypedef npy_double float_t * ctypedef npy_double double_t * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< * * ctypedef float complex cfloat_t */ typedef npy_longdouble __pyx_t_5numpy_longdouble_t; /* "preshed/maps.pxd":5 * * * ctypedef uint64_t key_t # <<<<<<<<<<<<<< * * */ typedef uint64_t __pyx_t_7preshed_4maps_key_t; /* "linalg.pxd":9 * from libc.string cimport memcpy, memset * * ctypedef float weight_t # <<<<<<<<<<<<<< * * DEF USE_BLAS = False */ typedef float __pyx_t_5thinc_8backends_6linalg_weight_t; /* "thinc/backends/numpy_ops.pyx":35 * * * ctypedef float weight_t # <<<<<<<<<<<<<< * * */ typedef float __pyx_t_5thinc_8backends_9numpy_ops_weight_t; /* #### Code section: complex_type_declarations ### */ /* Declarations.proto */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #ifdef __cplusplus typedef ::std::complex< double > __pyx_t_double_complex; #else typedef double _Complex __pyx_t_double_complex; #endif #else typedef struct { double real, imag; } __pyx_t_double_complex; #endif static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); /* Declarations.proto */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #ifdef __cplusplus typedef ::std::complex< float > __pyx_t_float_complex; #else typedef float _Complex __pyx_t_float_complex; #endif #else typedef struct { float real, imag; } __pyx_t_float_complex; #endif static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); /* Declarations.proto */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #ifdef __cplusplus typedef ::std::complex< long double > __pyx_t_long_double_complex; #else typedef long double _Complex __pyx_t_long_double_complex; #endif #else typedef struct { long double real, imag; } __pyx_t_long_double_complex; #endif static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double, long double); /* #### Code section: type_declarations ### */ /*--- Type declarations ---*/ struct __pyx_obj_5thinc_8backends_5cblas_CBlas; struct __pyx_obj_5cymem_5cymem_PyMalloc; struct __pyx_obj_5cymem_5cymem_PyFree; struct __pyx_obj_5cymem_5cymem_Pool; struct __pyx_obj_5cymem_5cymem_Address; struct __pyx_obj_7preshed_4maps_PreshMap; struct __pyx_obj_7preshed_4maps_PreshMapArray; struct __pyx_obj_5thinc_8backends_6linalg_Matrix; struct __pyx_obj_5thinc_8backends_6linalg_Vec; struct __pyx_obj_5thinc_8backends_6linalg_VecVec; struct __pyx_obj_5thinc_8backends_6linalg_Mat; struct __pyx_defaults; struct __pyx_defaults1; struct __pyx_array_obj; struct __pyx_MemviewEnum_obj; struct __pyx_memoryview_obj; struct __pyx_memoryviewslice_obj; /* "cblas.pxd":3 * from libcpp.memory cimport shared_ptr * * ctypedef void (*sgemm_ptr)(bint transA, bint transB, int M, int N, int K, # <<<<<<<<<<<<<< * float alpha, const float* A, int lda, const float *B, * int ldb, float beta, float* C, int ldc) noexcept nogil */ typedef void (*__pyx_t_5thinc_8backends_5cblas_sgemm_ptr)(int, int, int, int, int, float, float const *, int, float const *, int, float, float *, int); /* "cblas.pxd":8 * * * ctypedef void (*saxpy_ptr)(int N, float alpha, const float* X, int incX, # <<<<<<<<<<<<<< * float *Y, int incY) noexcept nogil * */ typedef void (*__pyx_t_5thinc_8backends_5cblas_saxpy_ptr)(int, float, float const *, int, float *, int); /* "cblas.pxd":12 * * * ctypedef void (*daxpy_ptr)(int N, double alpha, const double* X, int incX, # <<<<<<<<<<<<<< * double *Y, int incY) noexcept nogil * */ typedef void (*__pyx_t_5thinc_8backends_5cblas_daxpy_ptr)(int, double, double const *, int, double *, int); /* "blis/cy.pxd":66 * # the header into our header. * # We get some piece of mind from checking the values on init. * cpdef enum trans_t: # <<<<<<<<<<<<<< * NO_TRANSPOSE = 0 * TRANSPOSE = 8 */ enum __pyx_t_4blis_2cy_trans_t { __pyx_e_4blis_2cy_NO_TRANSPOSE = 0, __pyx_e_4blis_2cy_TRANSPOSE = 8, __pyx_e_4blis_2cy_CONJ_NO_TRANSPOSE = 16, __pyx_e_4blis_2cy_CONJ_TRANSPOSE = 24 }; /* "blis/cy.pxd":73 * * * cpdef enum conj_t: # <<<<<<<<<<<<<< * NO_CONJUGATE = 0 * CONJUGATE = 16 */ enum __pyx_t_4blis_2cy_conj_t { __pyx_e_4blis_2cy_NO_CONJUGATE = 0, __pyx_e_4blis_2cy_CONJUGATE = 16 }; /* "blis/cy.pxd":78 * * * cpdef enum side_t: # <<<<<<<<<<<<<< * LEFT = 0 * RIGHT = 1 */ enum __pyx_t_4blis_2cy_side_t { __pyx_e_4blis_2cy_LEFT = 0, __pyx_e_4blis_2cy_RIGHT = 1 }; /* "blis/cy.pxd":83 * * * cpdef enum uplo_t: # <<<<<<<<<<<<<< * LOWER = 192 * UPPER = 96 */ enum __pyx_t_4blis_2cy_uplo_t { __pyx_e_4blis_2cy_LOWER = 0xC0, __pyx_e_4blis_2cy_UPPER = 96, __pyx_e_4blis_2cy_DENSE = 0xE0 }; /* "blis/cy.pxd":89 * * * cpdef enum diag_t: # <<<<<<<<<<<<<< * NONUNIT_DIAG = 0 * UNIT_DIAG = 256 */ enum __pyx_t_4blis_2cy_diag_t { __pyx_e_4blis_2cy_NONUNIT_DIAG = 0, __pyx_e_4blis_2cy_UNIT_DIAG = 0x100 }; /* "blis/cy.pxd":6 * * * ctypedef float[::1] float1d_t # <<<<<<<<<<<<<< * ctypedef double[::1] double1d_t * ctypedef float[:, ::1] float2d_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_float1d_t; /* "blis/cy.pxd":7 * * ctypedef float[::1] float1d_t * ctypedef double[::1] double1d_t # <<<<<<<<<<<<<< * ctypedef float[:, ::1] float2d_t * ctypedef double[:, ::1] double2d_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_double1d_t; /* "blis/cy.pxd":8 * ctypedef float[::1] float1d_t * ctypedef double[::1] double1d_t * ctypedef float[:, ::1] float2d_t # <<<<<<<<<<<<<< * ctypedef double[:, ::1] double2d_t * ctypedef float* floats_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_float2d_t; /* "blis/cy.pxd":9 * ctypedef double[::1] double1d_t * ctypedef float[:, ::1] float2d_t * ctypedef double[:, ::1] double2d_t # <<<<<<<<<<<<<< * ctypedef float* floats_t * ctypedef double* doubles_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_double2d_t; /* "blis/cy.pxd":10 * ctypedef float[:, ::1] float2d_t * ctypedef double[:, ::1] double2d_t * ctypedef float* floats_t # <<<<<<<<<<<<<< * ctypedef double* doubles_t * ctypedef const float[::1] const_float1d_t */ typedef float *__pyx_t_4blis_2cy_floats_t; /* "blis/cy.pxd":11 * ctypedef double[:, ::1] double2d_t * ctypedef float* floats_t * ctypedef double* doubles_t # <<<<<<<<<<<<<< * ctypedef const float[::1] const_float1d_t * ctypedef const double[::1] const_double1d_t */ typedef double *__pyx_t_4blis_2cy_doubles_t; /* "blis/cy.pxd":12 * ctypedef float* floats_t * ctypedef double* doubles_t * ctypedef const float[::1] const_float1d_t # <<<<<<<<<<<<<< * ctypedef const double[::1] const_double1d_t * ctypedef const float[:, ::1] const_float2d_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_const_float1d_t; /* "blis/cy.pxd":13 * ctypedef double* doubles_t * ctypedef const float[::1] const_float1d_t * ctypedef const double[::1] const_double1d_t # <<<<<<<<<<<<<< * ctypedef const float[:, ::1] const_float2d_t * ctypedef const double[:, ::1] const_double2d_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_const_double1d_t; /* "blis/cy.pxd":14 * ctypedef const float[::1] const_float1d_t * ctypedef const double[::1] const_double1d_t * ctypedef const float[:, ::1] const_float2d_t # <<<<<<<<<<<<<< * ctypedef const double[:, ::1] const_double2d_t * ctypedef const float* const_floats_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_const_float2d_t; /* "blis/cy.pxd":15 * ctypedef const double[::1] const_double1d_t * ctypedef const float[:, ::1] const_float2d_t * ctypedef const double[:, ::1] const_double2d_t # <<<<<<<<<<<<<< * ctypedef const float* const_floats_t * ctypedef const double* const_doubles_t */ typedef __Pyx_memviewslice __pyx_t_4blis_2cy_const_double2d_t; /* "blis/cy.pxd":16 * ctypedef const float[:, ::1] const_float2d_t * ctypedef const double[:, ::1] const_double2d_t * ctypedef const float* const_floats_t # <<<<<<<<<<<<<< * ctypedef const double* const_doubles_t * */ typedef float const *__pyx_t_4blis_2cy_const_floats_t; /* "blis/cy.pxd":17 * ctypedef const double[:, ::1] const_double2d_t * ctypedef const float* const_floats_t * ctypedef const double* const_doubles_t # <<<<<<<<<<<<<< * * */ typedef double const *__pyx_t_4blis_2cy_const_doubles_t; /* "cymem/cymem.pxd":1 * ctypedef void* (*malloc_t)(size_t n) # <<<<<<<<<<<<<< * ctypedef void (*free_t)(void *p) * */ typedef void *(*__pyx_t_5cymem_5cymem_malloc_t)(size_t); /* "cymem/cymem.pxd":2 * ctypedef void* (*malloc_t)(size_t n) * ctypedef void (*free_t)(void *p) # <<<<<<<<<<<<<< * * cdef class PyMalloc: */ typedef void (*__pyx_t_5cymem_5cymem_free_t)(void *); struct __pyx_t_7preshed_4maps_Cell; struct __pyx_t_7preshed_4maps_Result; struct __pyx_t_7preshed_4maps_MapStruct; /* "preshed/maps.pxd":8 * * * cdef struct Cell: # <<<<<<<<<<<<<< * key_t key * void* value */ struct __pyx_t_7preshed_4maps_Cell { __pyx_t_7preshed_4maps_key_t key; void *value; }; /* "preshed/maps.pxd":13 * * * cdef struct Result: # <<<<<<<<<<<<<< * int found * void* value */ struct __pyx_t_7preshed_4maps_Result { int found; void *value; }; /* "preshed/maps.pxd":18 * * * cdef struct MapStruct: # <<<<<<<<<<<<<< * Cell* cells * void* value_for_empty_key */ struct __pyx_t_7preshed_4maps_MapStruct { struct __pyx_t_7preshed_4maps_Cell *cells; void *value_for_empty_key; void *value_for_del_key; __pyx_t_7preshed_4maps_key_t length; __pyx_t_7preshed_4maps_key_t filled; int is_empty_key_set; int is_del_key_set; }; /* "thinc/backends/numpy_ops.pxd":3 * from .cblas cimport saxpy_ptr * * ctypedef double[:, ::1] double2d_t # <<<<<<<<<<<<<< * ctypedef double[:, :, ::1] double3d_t * ctypedef float[:, ::1] float2d_t */ typedef __Pyx_memviewslice __pyx_t_5thinc_8backends_9numpy_ops_double2d_t; /* "thinc/backends/numpy_ops.pxd":4 * * ctypedef double[:, ::1] double2d_t * ctypedef double[:, :, ::1] double3d_t # <<<<<<<<<<<<<< * ctypedef float[:, ::1] float2d_t * ctypedef float[:, :, ::1] float3d_t */ typedef __Pyx_memviewslice __pyx_t_5thinc_8backends_9numpy_ops_double3d_t; /* "thinc/backends/numpy_ops.pxd":5 * ctypedef double[:, ::1] double2d_t * ctypedef double[:, :, ::1] double3d_t * ctypedef float[:, ::1] float2d_t # <<<<<<<<<<<<<< * ctypedef float[:, :, ::1] float3d_t * ctypedef int[:, ::1] int2d_t */ typedef __Pyx_memviewslice __pyx_t_5thinc_8backends_9numpy_ops_float2d_t; /* "thinc/backends/numpy_ops.pxd":6 * ctypedef double[:, :, ::1] double3d_t * ctypedef float[:, ::1] float2d_t * ctypedef float[:, :, ::1] float3d_t # <<<<<<<<<<<<<< * ctypedef int[:, ::1] int2d_t * ctypedef unsigned int[:, ::1] uint2d_t */ typedef __Pyx_memviewslice __pyx_t_5thinc_8backends_9numpy_ops_float3d_t; /* "thinc/backends/numpy_ops.pxd":7 * ctypedef float[:, ::1] float2d_t * ctypedef float[:, :, ::1] float3d_t * ctypedef int[:, ::1] int2d_t # <<<<<<<<<<<<<< * ctypedef unsigned int[:, ::1] uint2d_t * */ typedef __Pyx_memviewslice __pyx_t_5thinc_8backends_9numpy_ops_int2d_t; /* "thinc/backends/numpy_ops.pxd":8 * ctypedef float[:, :, ::1] float3d_t * ctypedef int[:, ::1] int2d_t * ctypedef unsigned int[:, ::1] uint2d_t # <<<<<<<<<<<<<< * * cdef fused ints2d_ft: */ typedef __Pyx_memviewslice __pyx_t_5thinc_8backends_9numpy_ops_uint2d_t; /* "cblas.pxd":22 * * * cdef class CBlas: # <<<<<<<<<<<<<< * cdef shared_ptr[BlasFuncs] ptr * */ struct __pyx_obj_5thinc_8backends_5cblas_CBlas { PyObject_HEAD std::shared_ptr ptr; }; /* "cymem/cymem.pxd":4 * ctypedef void (*free_t)(void *p) * * cdef class PyMalloc: # <<<<<<<<<<<<<< * cdef malloc_t malloc * cdef void _set(self, malloc_t malloc) */ struct __pyx_obj_5cymem_5cymem_PyMalloc { PyObject_HEAD struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc *__pyx_vtab; __pyx_t_5cymem_5cymem_malloc_t malloc; }; /* "cymem/cymem.pxd":10 * cdef PyMalloc WrapMalloc(malloc_t malloc) * * cdef class PyFree: # <<<<<<<<<<<<<< * cdef free_t free * cdef void _set(self, free_t free) */ struct __pyx_obj_5cymem_5cymem_PyFree { PyObject_HEAD struct __pyx_vtabstruct_5cymem_5cymem_PyFree *__pyx_vtab; __pyx_t_5cymem_5cymem_free_t free; }; /* "cymem/cymem.pxd":16 * cdef PyFree WrapFree(free_t free) * * cdef class Pool: # <<<<<<<<<<<<<< * cdef readonly size_t size * cdef readonly dict addresses */ struct __pyx_obj_5cymem_5cymem_Pool { PyObject_HEAD struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab; size_t size; PyObject *addresses; PyObject *refs; struct __pyx_obj_5cymem_5cymem_PyMalloc *pymalloc; struct __pyx_obj_5cymem_5cymem_PyFree *pyfree; }; /* "cymem/cymem.pxd":28 * * * cdef class Address: # <<<<<<<<<<<<<< * cdef void* ptr * cdef readonly PyMalloc pymalloc */ struct __pyx_obj_5cymem_5cymem_Address { PyObject_HEAD void *ptr; struct __pyx_obj_5cymem_5cymem_PyMalloc *pymalloc; struct __pyx_obj_5cymem_5cymem_PyFree *pyfree; }; /* "preshed/maps.pxd":45 * * * cdef class PreshMap: # <<<<<<<<<<<<<< * cdef MapStruct* c_map * cdef Pool mem */ struct __pyx_obj_7preshed_4maps_PreshMap { PyObject_HEAD struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab; struct __pyx_t_7preshed_4maps_MapStruct *c_map; struct __pyx_obj_5cymem_5cymem_Pool *mem; }; /* "preshed/maps.pxd":53 * * * cdef class PreshMapArray: # <<<<<<<<<<<<<< * cdef Pool mem * cdef MapStruct* maps */ struct __pyx_obj_7preshed_4maps_PreshMapArray { PyObject_HEAD struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab; struct __pyx_obj_5cymem_5cymem_Pool *mem; struct __pyx_t_7preshed_4maps_MapStruct *maps; size_t length; }; /* "linalg.pxd":23 * * * cdef class Matrix: # <<<<<<<<<<<<<< * cdef readonly Pool mem * cdef weight_t* data */ struct __pyx_obj_5thinc_8backends_6linalg_Matrix { PyObject_HEAD struct __pyx_obj_5cymem_5cymem_Pool *mem; __pyx_t_5thinc_8backends_6linalg_weight_t *data; int32_t nr_row; int32_t nr_col; }; /* "linalg.pxd":30 * * * cdef class Vec: # <<<<<<<<<<<<<< * @staticmethod * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: */ struct __pyx_obj_5thinc_8backends_6linalg_Vec { PyObject_HEAD struct __pyx_vtabstruct_5thinc_8backends_6linalg_Vec *__pyx_vtab; }; /* "linalg.pxd":159 * * * cdef class VecVec: # <<<<<<<<<<<<<< * @staticmethod * cdef inline void add(weight_t* output, */ struct __pyx_obj_5thinc_8backends_6linalg_VecVec { PyObject_HEAD struct __pyx_vtabstruct_5thinc_8backends_6linalg_VecVec *__pyx_vtab; }; /* "linalg.pxd":250 * * * cdef class Mat: # <<<<<<<<<<<<<< * @staticmethod * cdef inline void mean_row(weight_t* Ex, */ struct __pyx_obj_5thinc_8backends_6linalg_Mat { PyObject_HEAD struct __pyx_vtabstruct_5thinc_8backends_6linalg_Mat *__pyx_vtab; }; /* "thinc/backends/numpy_ops.pyx":165 * return dX, d_params * * def maxout(self, reals3d_ft X): # <<<<<<<<<<<<<< * cdef int B = X.shape[0] * cdef int O = X.shape[1] */ struct __pyx_defaults { PyObject_HEAD PyObject *arg0; }; /* "thinc/backends/numpy_ops.pyx":228 * return super().backprop_mish(dY, X, threshold, inplace) * * def seq2col(self, np.ndarray seq, int nW, *, int[::1] lengths=None): # <<<<<<<<<<<<<< * """Given an (M, N) sequence of vectors, return an (M, N*(nW*2+1)) * sequence. The new sequence is constructed by concatenating nW preceding */ struct __pyx_defaults1 { PyObject_HEAD __Pyx_memviewslice arg0; }; /* "View.MemoryView":110 * * * @cython.collection_type("sequence") # <<<<<<<<<<<<<< * @cname("__pyx_array") * cdef class array: */ struct __pyx_array_obj { PyObject_HEAD struct __pyx_vtabstruct_array *__pyx_vtab; char *data; Py_ssize_t len; char *format; int ndim; Py_ssize_t *_shape; Py_ssize_t *_strides; Py_ssize_t itemsize; PyObject *mode; PyObject *_format; void (*callback_free_data)(void *); int free_data; int dtype_is_object; }; /* "View.MemoryView":299 * * * @cname('__pyx_MemviewEnum') # <<<<<<<<<<<<<< * cdef class Enum(object): * cdef object name */ struct __pyx_MemviewEnum_obj { PyObject_HEAD PyObject *name; }; /* "View.MemoryView":334 * * * @cname('__pyx_memoryview') # <<<<<<<<<<<<<< * cdef class memoryview: * */ struct __pyx_memoryview_obj { PyObject_HEAD struct __pyx_vtabstruct_memoryview *__pyx_vtab; PyObject *obj; PyObject *_size; void *_unused; PyThread_type_lock lock; __pyx_atomic_int_type acquisition_count; Py_buffer view; int flags; int dtype_is_object; __Pyx_TypeInfo const *typeinfo; }; /* "View.MemoryView":951 * * * @cython.collection_type("sequence") # <<<<<<<<<<<<<< * @cname('__pyx_memoryviewslice') * cdef class _memoryviewslice(memoryview): */ struct __pyx_memoryviewslice_obj { struct __pyx_memoryview_obj __pyx_base; __Pyx_memviewslice from_slice; PyObject *from_object; PyObject *(*to_object_func)(char *); int (*to_dtype_func)(char *, PyObject *); }; /* "cymem/cymem.pxd":4 * ctypedef void (*free_t)(void *p) * * cdef class PyMalloc: # <<<<<<<<<<<<<< * cdef malloc_t malloc * cdef void _set(self, malloc_t malloc) */ struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc { void (*_set)(struct __pyx_obj_5cymem_5cymem_PyMalloc *, __pyx_t_5cymem_5cymem_malloc_t); }; static struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc *__pyx_vtabptr_5cymem_5cymem_PyMalloc; /* "cymem/cymem.pxd":10 * cdef PyMalloc WrapMalloc(malloc_t malloc) * * cdef class PyFree: # <<<<<<<<<<<<<< * cdef free_t free * cdef void _set(self, free_t free) */ struct __pyx_vtabstruct_5cymem_5cymem_PyFree { void (*_set)(struct __pyx_obj_5cymem_5cymem_PyFree *, __pyx_t_5cymem_5cymem_free_t); }; static struct __pyx_vtabstruct_5cymem_5cymem_PyFree *__pyx_vtabptr_5cymem_5cymem_PyFree; /* "cymem/cymem.pxd":16 * cdef PyFree WrapFree(free_t free) * * cdef class Pool: # <<<<<<<<<<<<<< * cdef readonly size_t size * cdef readonly dict addresses */ struct __pyx_vtabstruct_5cymem_5cymem_Pool { void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t); void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *); void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t); }; static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool; /* "preshed/maps.pxd":45 * * * cdef class PreshMap: # <<<<<<<<<<<<<< * cdef MapStruct* c_map * cdef Pool mem */ struct __pyx_vtabstruct_7preshed_4maps_PreshMap { void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t); void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *); }; static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap; /* "preshed/maps.pxd":53 * * * cdef class PreshMapArray: # <<<<<<<<<<<<<< * cdef Pool mem * cdef MapStruct* maps */ struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray { void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t); void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *); }; static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray; /* "linalg.pxd":30 * * * cdef class Vec: # <<<<<<<<<<<<<< * @staticmethod * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: */ struct __pyx_vtabstruct_5thinc_8backends_6linalg_Vec { int (*arg_max)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const ); __pyx_t_5thinc_8backends_6linalg_weight_t (*max)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); __pyx_t_5thinc_8backends_6linalg_weight_t (*sum)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); __pyx_t_5thinc_8backends_6linalg_weight_t (*norm)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); void (*add)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*add_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*mul)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*mul_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*pow)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*pow_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t); void (*div)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*div_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t); void (*exp)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); void (*exp_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t); void (*reciprocal_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t); __pyx_t_5thinc_8backends_6linalg_weight_t (*mean)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); __pyx_t_5thinc_8backends_6linalg_weight_t (*variance)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); }; static struct __pyx_vtabstruct_5thinc_8backends_6linalg_Vec *__pyx_vtabptr_5thinc_8backends_6linalg_Vec; static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const ); static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_sum(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_norm(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const , int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_reciprocal_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, int32_t); static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_mean(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_variance(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); /* "linalg.pxd":159 * * * cdef class VecVec: # <<<<<<<<<<<<<< * @staticmethod * cdef inline void add(weight_t* output, */ struct __pyx_vtabstruct_5thinc_8backends_6linalg_VecVec { void (*add)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*add_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*batch_add_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t, int32_t); void (*add_pow)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*add_pow_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); void (*mul)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); void (*mul_i)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); __pyx_t_5thinc_8backends_6linalg_weight_t (*dot)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); int (*arg_max_if_true)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const *, int const ); int (*arg_max_if_zero)(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int const ); }; static struct __pyx_vtabstruct_5thinc_8backends_6linalg_VecVec *__pyx_vtabptr_5thinc_8backends_6linalg_VecVec; static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_batch_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_6VecVec_dot(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t); static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_true(__pyx_t_5thinc_8backends_6linalg_weight_t const *, int const *, int const ); static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_zero(__pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int const ); /* "linalg.pxd":250 * * * cdef class Mat: # <<<<<<<<<<<<<< * @staticmethod * cdef inline void mean_row(weight_t* Ex, */ struct __pyx_vtabstruct_5thinc_8backends_6linalg_Mat { void (*mean_row)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t); void (*var_row)(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t, __pyx_t_5thinc_8backends_6linalg_weight_t); }; static struct __pyx_vtabstruct_5thinc_8backends_6linalg_Mat *__pyx_vtabptr_5thinc_8backends_6linalg_Mat; static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_mean_row(__pyx_t_5thinc_8backends_6linalg_weight_t *, __pyx_t_5thinc_8backends_6linalg_weight_t const *, int32_t, int32_t); 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(PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL) #else #define __Pyx_PyErr_Occurred() (__pyx_tstate->curexc_type != NULL) #define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->curexc_type) #endif #else #define __Pyx_PyThreadState_declare #define __Pyx_PyThreadState_assign #define __Pyx_PyErr_Occurred() (PyErr_Occurred() != NULL) #define __Pyx_PyErr_CurrentExceptionType() PyErr_Occurred() #endif /* PyErrFetchRestore.proto (used by PyObjectGetAttrStrNoError) */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) #define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) #define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) #define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) #define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6 #define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) #else #define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) #endif #else #define __Pyx_PyErr_Clear() PyErr_Clear() #define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) #define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) #define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb) #define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) #define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) #endif /* PyObjectGetAttrStr.proto (used by PyObjectGetAttrStrNoError) */ #if CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name); #else #define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) #endif /* PyObjectGetAttrStrNoError.proto (used by GetBuiltinName) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name); /* GetBuiltinName.proto */ static PyObject *__Pyx_GetBuiltinName(PyObject *name); /* UnicodeAsUCS4.proto (used by object_ord) */ static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject*); /* object_ord.proto */ #define __Pyx_PyObject_Ord(c)\ (likely(PyUnicode_Check(c)) ? (long)__Pyx_PyUnicode_AsPy_UCS4(c) : __Pyx__PyObject_Ord(c)) static long __Pyx__PyObject_Ord(PyObject* c); /* GetTopmostException.proto (used by SaveResetException) */ #if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate); #endif /* SaveResetException.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); #else #define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) #define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) #endif /* memoryview_get_from_buffer.proto */ #if !CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_PyMemoryView_Get_itemsize(o) PyMemoryView_GET_BUFFER(o)->itemsize #else // can't get format like this unfortunately. 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It's unicode via getattr static int __Pyx_PyMemoryView_Get_ndim(PyObject *obj); #endif /* PyValueError_Check.proto */ #define __Pyx_PyExc_ValueError_Check(obj) __Pyx_TypeCheck(obj, PyExc_ValueError) /* PyTypeError_Check.proto */ #define __Pyx_PyExc_TypeError_Check(obj) __Pyx_TypeCheck(obj, PyExc_TypeError) /* FastTypeChecks.proto */ #if CYTHON_COMPILING_IN_CPYTHON #define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) #define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2) static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b); static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type); static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2); #else #define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) #define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2)) #define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type) static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2) { return PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2); } #endif #define __Pyx_PyErr_ExceptionMatches2(err1, err2) __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2) #define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) #ifdef PyExceptionInstance_Check #define __Pyx_PyBaseException_Check(obj) PyExceptionInstance_Check(obj) #else #define __Pyx_PyBaseException_Check(obj) __Pyx_TypeCheck(obj, PyExc_BaseException) #endif /* dict_getitem_default.proto */ static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value); /* CallCFunction.proto (used by CallUnboundCMethod1) */ #define __Pyx_CallCFunction(cfunc, self, args)\ ((PyCFunction)(void(*)(void))(cfunc)->func)(self, args) #define __Pyx_CallCFunctionWithKeywords(cfunc, self, args, kwargs)\ ((PyCFunctionWithKeywords)(void(*)(void))(cfunc)->func)(self, args, kwargs) #define __Pyx_CallCFunctionFast(cfunc, self, args, nargs)\ ((__Pyx_PyCFunctionFast)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs) #define __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, nargs, kwnames)\ ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs, kwnames) /* PyObjectCall.proto (used by PyObjectFastCall) */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); #else #define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) #endif /* PyObjectCallMethO.proto (used by PyObjectFastCall) */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); #endif /* PyObjectFastCall.proto (used by PyObjectCall2Args) */ #define __Pyx_PyObject_FastCall(func, args, nargs) __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL) static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs); /* PyObjectCall2Args.proto (used by CallUnboundCMethod1) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); /* UnpackUnboundCMethod.proto (used by CallUnboundCMethod1) */ typedef struct { PyObject *type; PyObject **method_name; #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS __pyx_atomic_int_type initialized; #endif PyCFunction func; PyObject *method; int flag; } __Pyx_CachedCFunction; #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING static CYTHON_INLINE int __Pyx_CachedCFunction_GetAndSetInitializing(__Pyx_CachedCFunction *cfunc) { #if !CYTHON_ATOMICS return 1; #else __pyx_nonatomic_int_type expected = 0; if (__pyx_atomic_int_cmp_exchange(&cfunc->initialized, &expected, 1)) { return 0; } return expected; #endif } static CYTHON_INLINE void __Pyx_CachedCFunction_SetFinishedInitializing(__Pyx_CachedCFunction *cfunc) { #if CYTHON_ATOMICS __pyx_atomic_store(&cfunc->initialized, 2); #endif } #else #define __Pyx_CachedCFunction_GetAndSetInitializing(cfunc) 2 #define __Pyx_CachedCFunction_SetFinishedInitializing(cfunc) #endif /* CallUnboundCMethod1.proto */ CYTHON_UNUSED static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg); #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg); #else #define __Pyx_CallUnboundCMethod1(cfunc, self, arg) __Pyx__CallUnboundCMethod1(cfunc, self, arg) #endif /* CallUnboundCMethod2.proto */ CYTHON_UNUSED static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2); #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2); #else #define __Pyx_CallUnboundCMethod2(cfunc, self, arg1, arg2) __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2) #endif /* RaiseException.export */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /* IterFinish.proto (used by dict_iter) */ static CYTHON_INLINE int __Pyx_IterFinish(void); /* PyObjectCallNoArg.proto (used by PyObjectCallMethod0) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); /* PyObjectCallOneArg.proto (used by PyObjectCallMethod0) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); /* PyObjectGetMethod.proto (used by PyObjectCallMethod0) */ #if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))) static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method); #endif /* PyObjectCallMethod0.proto (used by dict_iter) */ static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name); /* RaiseNeedMoreValuesToUnpack.proto (used by UnpackTuple2) */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); /* RaiseTooManyValuesToUnpack.proto (used by UnpackItemEndCheck) */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); /* UnpackItemEndCheck.proto (used by UnpackTuple2) */ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /* RaiseNoneIterError.proto (used by UnpackTupleError) */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); /* UnpackTupleError.proto (used by UnpackTuple2) */ static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /* UnpackTuple2.proto (used by dict_iter) */ static CYTHON_INLINE int __Pyx_unpack_tuple2( PyObject* tuple, PyObject** value1, PyObject** value2, int is_tuple, int has_known_size, int decref_tuple); static CYTHON_INLINE int __Pyx_unpack_tuple2_exact( PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple); static int __Pyx_unpack_tuple2_generic( PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple); /* dict_iter.proto */ static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, Py_ssize_t* p_orig_length, int* p_is_dict); static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); /* PyObjectFastCallMethod.proto */ #if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000 #define __Pyx_PyObject_FastCallMethod(name, args, nargsf) PyObject_VectorcallMethod(name, args, nargsf, NULL) #else static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf); #endif /* TupleAndListFromArray.proto (used by fastcall) */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n); #endif #if CYTHON_COMPILING_IN_CPYTHON || CYTHON_METH_FASTCALL static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n); #endif /* IncludeStringH.proto (used by BytesEquals) */ #include /* BytesEquals.proto (used by UnicodeEquals) */ static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); /* UnicodeEquals.proto (used by fastcall) */ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); /* fastcall.proto */ #if CYTHON_AVOID_BORROWED_REFS #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_PySequence_ITEM(args, i) #elif CYTHON_ASSUME_SAFE_MACROS #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_NewRef(__Pyx_PyTuple_GET_ITEM(args, i)) #else #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_XNewRef(PyTuple_GetItem(args, i)) #endif #define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds) #define __Pyx_KwValues_VARARGS(args, nargs) NULL #define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s) #define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw) #if CYTHON_METH_FASTCALL #define __Pyx_ArgRef_FASTCALL(args, i) __Pyx_NewRef(args[i]) #define __Pyx_NumKwargs_FASTCALL(kwds) __Pyx_PyTuple_GET_SIZE(kwds) #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs)) static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s); #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues); #else #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw) #endif #else #define __Pyx_ArgRef_FASTCALL __Pyx_ArgRef_VARARGS #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS #endif #define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop) #if CYTHON_METH_FASTCALL || (CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) #define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(args + start, stop - start) #else #define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop) #endif /* py_dict_items.proto (used by OwnedDictNext) */ static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d); /* CallUnboundCMethod0.proto */ CYTHON_UNUSED static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self); #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self); #else #define __Pyx_CallUnboundCMethod0(cfunc, self) __Pyx__CallUnboundCMethod0(cfunc, self) #endif /* py_dict_values.proto (used by OwnedDictNext) */ static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d); /* OwnedDictNext.proto (used by ParseKeywordsImpl) */ #if CYTHON_AVOID_BORROWED_REFS static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue); #else CYTHON_INLINE static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue); #endif /* RaiseDoubleKeywords.proto (used by ParseKeywordsImpl) */ static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /* ParseKeywordsImpl.export */ static int __Pyx_ParseKeywordsTuple( PyObject *kwds, PyObject * const *kwvalues, PyObject ** const argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, const char* function_name, int ignore_unknown_kwargs ); static int __Pyx_ParseKeywordDictToDict( PyObject *kwds, PyObject ** const argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, const char* function_name ); static int __Pyx_ParseKeywordDict( PyObject *kwds, PyObject ** const argnames[], PyObject *values[], Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, const char* function_name, int ignore_unknown_kwargs ); /* ParseKeywords.proto */ static CYTHON_INLINE int __Pyx_ParseKeywords( PyObject *kwds, PyObject *const *kwvalues, PyObject ** const argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, const char* function_name, int ignore_unknown_kwargs ); /* RaiseArgTupleInvalid.proto */ static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /* ArgTypeTestFunc.export */ static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact); /* ArgTypeTest.proto */ #define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\ ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\ __Pyx__ArgTypeTest(obj, type, name, exact)) /* RaiseUnexpectedTypeError.proto */ static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj); /* PyMemoryError_Check.proto */ #define __Pyx_PyExc_MemoryError_Check(obj) __Pyx_TypeCheck(obj, PyExc_MemoryError) /* BuildPyUnicode.proto (used by COrdinalToPyUnicode) */ static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength, int prepend_sign, char padding_char); /* COrdinalToPyUnicode.proto (used by CIntToPyUnicode) */ static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value); static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t width, char padding_char); /* GCCDiagnostics.proto (used by CIntToPyUnicode) */ #if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) #define __Pyx_HAS_GCC_DIAGNOSTIC #endif /* IncludeStdlibH.proto (used by CIntToPyUnicode) */ #include /* CIntToPyUnicode.proto */ #define __Pyx_PyUnicode_From_int(value, width, padding_char, format_char) (\ ((format_char) == ('c')) ?\ __Pyx_uchar___Pyx_PyUnicode_From_int(value, width, padding_char) :\ __Pyx____Pyx_PyUnicode_From_int(value, width, padding_char, format_char)\ ) static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char); static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char); /* CIntToPyUnicode.proto */ #define __Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char, format_char) (\ ((format_char) == ('c')) ?\ __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char) :\ __Pyx____Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char, format_char)\ ) static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char); static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char); /* JoinPyUnicode.export */ static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength, Py_UCS4 max_char); /* PyObjectFormatSimple.proto */ #if CYTHON_COMPILING_IN_PYPY #define __Pyx_PyObject_FormatSimple(s, f) (\ likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ PyObject_Format(s, f)) #elif CYTHON_USE_TYPE_SLOTS #define __Pyx_PyObject_FormatSimple(s, f) (\ likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_repr(s) :\ likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_repr(s) :\ PyObject_Format(s, f)) #else #define __Pyx_PyObject_FormatSimple(s, f) (\ likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ PyObject_Format(s, f)) #endif CYTHON_UNUSED static int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/ /* GetAttr.proto */ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); /* GetItemInt.proto */ #define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck, unsafe_shared) :\ (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ __Pyx_GetItemInt_Generic(o, to_py_func(i)))) #define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\ (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck, int unsafe_shared); #define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\ (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck, int unsafe_shared); static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck, int unsafe_shared); /* ObjectGetItem.proto */ #if CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key); #else #define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) #endif /* RejectKeywords.export */ static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds); /* DivInt[Py_ssize_t].proto */ static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t, int b_is_constant); /* UnaryNegOverflows.proto */ #define __Pyx_UNARY_NEG_WOULD_OVERFLOW(x)\ (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) /* GetAttr3.proto */ static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *); /* PyDictVersioning.proto (used by GetModuleGlobalName) */ #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS #define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1) #define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag) #define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\ (version_var) = __PYX_GET_DICT_VERSION(dict);\ (cache_var) = (value); #define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\ static PY_UINT64_T __pyx_dict_version = 0;\ static PyObject *__pyx_dict_cached_value = NULL;\ if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\ (VAR) = __Pyx_XNewRef(__pyx_dict_cached_value);\ } else {\ (VAR) = __pyx_dict_cached_value = (LOOKUP);\ __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\ }\ } static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); #else #define __PYX_GET_DICT_VERSION(dict) (0) #define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) #define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); #endif /* GetModuleGlobalName.proto */ #if CYTHON_USE_DICT_VERSIONS #define __Pyx_GetModuleGlobalName(var, name) do {\ static PY_UINT64_T __pyx_dict_version = 0;\ static PyObject *__pyx_dict_cached_value = NULL;\ (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_mstate_global->__pyx_d))) ?\ (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\ __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ } while(0) #define __Pyx_GetModuleGlobalNameUncached(var, name) do {\ PY_UINT64_T __pyx_dict_version;\ PyObject *__pyx_dict_cached_value;\ (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ } while(0) static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value); #else #define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name) #define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name) static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); #endif /* AssertionsEnabled.proto */ #if CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX >= 0x030C0000 static int __pyx_assertions_enabled_flag; #define __pyx_assertions_enabled() (__pyx_assertions_enabled_flag) static int __Pyx_init_assertions_enabled(void) { PyObject *builtins, *debug, *debug_str; int flag; builtins = PyEval_GetBuiltins(); if (!builtins) goto bad; debug_str = PyUnicode_FromStringAndSize("__debug__", 9); if (!debug_str) goto bad; debug = PyObject_GetItem(builtins, debug_str); Py_DECREF(debug_str); if (!debug) goto bad; flag = PyObject_IsTrue(debug); Py_DECREF(debug); if (flag == -1) goto bad; __pyx_assertions_enabled_flag = flag; return 0; bad: __pyx_assertions_enabled_flag = 1; return -1; } #else #define __Pyx_init_assertions_enabled() (0) #define __pyx_assertions_enabled() (!Py_OptimizeFlag) #endif /* PyAssertionError_Check.proto */ #define __Pyx_PyExc_AssertionError_Check(obj) __Pyx_TypeCheck(obj, PyExc_AssertionError) /* ExtTypeTest.proto */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /* GetException.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb) static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #else static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); #endif /* SwapException.proto */ #if CYTHON_FAST_THREAD_STATE #define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb) static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); #else static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); #endif /* HasAttr.proto (used by ImportImpl) */ #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 #define __Pyx_HasAttr(o, n) PyObject_HasAttrWithError(o, n) #else static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *); #endif /* ImportImpl.export */ static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level); /* Import.proto */ static CYTHON_INLINE PyObject *__Pyx_Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, int level); CYTHON_UNUSED static int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ /* ListCompAppend.proto */ #if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; Py_ssize_t len = Py_SIZE(list); if (likely(L->allocated > len)) { Py_INCREF(x); #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 L->ob_item[len] = x; #else PyList_SET_ITEM(list, len, x); #endif __Pyx_SET_SIZE(list, len + 1); return 0; } return PyList_Append(list, x); } #else #define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) #endif /* PySequenceMultiply.proto */ #define __Pyx_PySequence_Multiply_Left(mul, seq) __Pyx_PySequence_Multiply(seq, mul) static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul); /* PyObjectFormatAndDecref.proto */ static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f); static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f); /* PyObjectFormat.proto */ #if CYTHON_USE_UNICODE_WRITER static PyObject* __Pyx_PyObject_Format(PyObject* s, PyObject* f); #else #define __Pyx_PyObject_Format(s, f) PyObject_Format(s, f) #endif /* SetItemInt.proto */ #define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck, unsafe_shared) :\ (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) :\ __Pyx_SetItemInt_Generic(o, to_py_func(i), v))) static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list, int wraparound, int boundscheck, int unsafe_shared); /* RaiseUnboundLocalError.proto */ static void __Pyx_RaiseUnboundLocalError(const char *varname); /* PyIndexError_Check.proto */ #define __Pyx_PyExc_IndexError_Check(obj) __Pyx_TypeCheck(obj, PyExc_IndexError) /* DivInt[long].proto */ static CYTHON_INLINE long __Pyx_div_long(long, long, int b_is_constant); /* PyImportError_Check.proto */ #define __Pyx_PyExc_ImportError_Check(obj) __Pyx_TypeCheck(obj, PyExc_ImportError) /* RealImag.proto (used by SoftComplexToDouble) */ #if CYTHON_CCOMPLEX #ifdef __cplusplus #define __Pyx_CREAL(z) ((z).real()) #define __Pyx_CIMAG(z) ((z).imag()) #else #define __Pyx_CREAL(z) (__real__(z)) #define __Pyx_CIMAG(z) (__imag__(z)) #endif #else #define __Pyx_CREAL(z) ((z).real) #define __Pyx_CIMAG(z) ((z).imag) #endif #if defined(__cplusplus) && CYTHON_CCOMPLEX\ && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103) #define __Pyx_SET_CREAL(z,x) ((z).real(x)) #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) #else #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) #endif /* SoftComplexToDouble.proto */ static double __Pyx_SoftComplexToDouble(__pyx_t_double_complex value, int have_nogil); /* ErrOccurredWithGIL.proto */ static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void); /* WriteUnraisableException.proto */ static void __Pyx_WriteUnraisable(const char *name, int clineno, int lineno, const char *filename, int full_traceback, int nogil); /* PyObjectDelAttr.proto (used by PyObjectSetAttrStr) */ #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 #define __Pyx_PyObject_DelAttr(o, n) PyObject_SetAttr(o, n, NULL) #else #define __Pyx_PyObject_DelAttr(o, n) PyObject_DelAttr(o, n) #endif /* PyObjectSetAttrStr.proto */ #if CYTHON_USE_TYPE_SLOTS #define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL) static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value); #else #define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_DelAttr(o,n) #define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v) #endif /* PyObjectVectorCallKwBuilder.proto (used by PyObjectVectorCallMethodKwBuilder) */ CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n); #if CYTHON_VECTORCALL #if PY_VERSION_HEX >= 0x03090000 #define __Pyx_Object_Vectorcall_CallFromBuilder PyObject_Vectorcall #else #define __Pyx_Object_Vectorcall_CallFromBuilder _PyObject_Vectorcall #endif #define __Pyx_MakeVectorcallBuilderKwds(n) PyTuple_New(n) static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n); static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n); #else #define __Pyx_Object_Vectorcall_CallFromBuilder __Pyx_PyObject_FastCallDict #define __Pyx_MakeVectorcallBuilderKwds(n) __Pyx_PyDict_NewPresized(n) #define __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n) PyDict_SetItem(builder, key, value) #define __Pyx_VectorcallBuilder_AddArgStr(key, value, builder, args, n) PyDict_SetItemString(builder, key, value) #endif /* PyObjectVectorCallMethodKwBuilder.proto */ #if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000 #define __Pyx_Object_VectorcallMethod_CallFromBuilder PyObject_VectorcallMethod #else static PyObject *__Pyx_Object_VectorcallMethod_CallFromBuilder(PyObject *name, PyObject *const *args, size_t nargsf, PyObject *kwnames); #endif /* PyDictContains.proto */ static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) { int result = PyDict_Contains(dict, item); return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); } /* DictGetItem.proto */ #if !CYTHON_COMPILING_IN_PYPY static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key); #define __Pyx_PyObject_Dict_GetItem(obj, name)\ (likely(PyDict_CheckExact(obj)) ?\ __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name)) #else #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) #define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name) #endif /* CIntToPyUnicode.proto */ #define __Pyx_PyUnicode_From_long(value, width, padding_char, format_char) (\ ((format_char) == ('c')) ?\ __Pyx_uchar___Pyx_PyUnicode_From_long(value, width, padding_char) :\ __Pyx____Pyx_PyUnicode_From_long(value, width, padding_char, format_char)\ ) static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_long(long value, Py_ssize_t width, char padding_char); static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_long(long value, Py_ssize_t width, char padding_char, char format_char); /* BufferIndexError.proto */ static void __Pyx_RaiseBufferIndexError(int axis); /* PyLongCompare.proto */ static CYTHON_INLINE int __Pyx_PyLong_BoolNeObjC(PyObject *op1, PyObject *op2, long intval, long inplace); /* IsLittleEndian.proto (used by BufferFormatCheck) */ static CYTHON_INLINE int __Pyx_Is_Little_Endian(void); /* BufferFormatCheck.proto (used by BufferGetAndValidate) */ static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts); static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, __Pyx_BufFmt_StackElem* stack, const __Pyx_TypeInfo* type); /* BufferGetAndValidate.proto */ #define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\ ((obj == Py_None || obj == NULL) ?\ (__Pyx_ZeroBuffer(buf), 0) :\ __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)) static int __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj, const __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); static void __Pyx_ZeroBuffer(Py_buffer* buf); static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 }; static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 }; /* SliceObject.proto */ #define __Pyx_PyObject_DelSlice(obj, cstart, cstop, py_start, py_stop, py_slice, has_cstart, has_cstop, wraparound)\ __Pyx_PyObject_SetSlice(obj, (PyObject*)NULL, cstart, cstop, py_start, py_stop, py_slice, has_cstart, has_cstop, wraparound) static CYTHON_INLINE int __Pyx_PyObject_SetSlice( PyObject* obj, PyObject* value, Py_ssize_t cstart, Py_ssize_t cstop, PyObject** py_start, PyObject** py_stop, PyObject** py_slice, int has_cstart, int has_cstop, int wraparound); /* SliceObject.proto */ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, PyObject** py_start, PyObject** py_stop, PyObject** py_slice, int has_cstart, int has_cstop, int wraparound); /* ListAppend.proto */ #if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; Py_ssize_t len = Py_SIZE(list); if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { Py_INCREF(x); #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 L->ob_item[len] = x; #else PyList_SET_ITEM(list, len, x); #endif __Pyx_SET_SIZE(list, len + 1); return 0; } return PyList_Append(list, x); } #else #define __Pyx_PyList_Append(L,x) PyList_Append(L,x) #endif /* PyObjectCallMethod1.proto (used by append) */ static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); /* append.proto */ static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x); /* PyLongCompare.proto */ static CYTHON_INLINE int __Pyx_PyLong_BoolEqObjC(PyObject *op1, PyObject *op2, long intval, long inplace); /* PyRange_Check.proto */ #if CYTHON_COMPILING_IN_PYPY && !defined(PyRange_Check) #define PyRange_Check(obj) __Pyx_TypeCheck((obj), &PyRange_Type) #endif /* AllocateExtensionType.proto */ static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final); /* CallTypeTraverse.proto */ #if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000) #define __Pyx_call_type_traverse(o, always_call, visit, arg) 0 #else static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg); #endif /* DefaultPlacementNew.proto */ #include template void __Pyx_default_placement_construct(T* x) { new (static_cast(x)) T(); } /* LimitedApiGetTypeDict.proto (used by SetItemOnTypeDict) */ #if CYTHON_COMPILING_IN_LIMITED_API static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp); #endif /* SetItemOnTypeDict.proto (used by FixUpExtensionType) */ static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v); #define __Pyx_SetItemOnTypeDict(tp, k, v) __Pyx__SetItemOnTypeDict((PyTypeObject*)tp, k, v) /* FixUpExtensionType.proto */ static CYTHON_INLINE int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type); /* ValidateBasesTuple.proto (used by PyType_Ready) */ #if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases); #endif /* PyType_Ready.proto */ CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t); /* SetVTable.proto */ static int __Pyx_SetVtable(PyTypeObject* typeptr , void* vtable); /* GetVTable.proto (used by MergeVTables) */ static void* __Pyx_GetVtable(PyTypeObject *type); /* MergeVTables.proto */ static int __Pyx_MergeVtables(PyTypeObject *type); /* DelItemOnTypeDict.proto (used by SetupReduce) */ static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k); #define __Pyx_DelItemOnTypeDict(tp, k) __Pyx__DelItemOnTypeDict((PyTypeObject*)tp, k) /* SetupReduce.proto */ static int __Pyx_setup_reduce(PyObject* type_obj); /* TypeImport.proto */ #ifndef __PYX_HAVE_RT_ImportType_proto_3_2_1 #define __PYX_HAVE_RT_ImportType_proto_3_2_1 #if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L #include #endif #if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L #define __PYX_GET_STRUCT_ALIGNMENT_3_2_1(s) alignof(s) #else #define __PYX_GET_STRUCT_ALIGNMENT_3_2_1(s) sizeof(void*) #endif enum __Pyx_ImportType_CheckSize_3_2_1 { __Pyx_ImportType_CheckSize_Error_3_2_1 = 0, __Pyx_ImportType_CheckSize_Warn_3_2_1 = 1, __Pyx_ImportType_CheckSize_Ignore_3_2_1 = 2 }; static PyTypeObject *__Pyx_ImportType_3_2_1(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_1 check_size); #endif /* FunctionImport.proto */ static int __Pyx_ImportFunction_3_2_1(PyObject *module, const char *funcname, void (**f)(void), const char *sig); /* ImportFrom.proto */ static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /* Py3UpdateBases.proto */ static PyObject* __Pyx_PEP560_update_bases(PyObject *bases); /* CalculateMetaclass.proto */ static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases); /* SetNameInClass.proto */ #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000 #define __Pyx_SetNameInClass(ns, name, value)\ (likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value)) #elif CYTHON_COMPILING_IN_CPYTHON #define __Pyx_SetNameInClass(ns, name, value)\ (likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value)) #else #define __Pyx_SetNameInClass(ns, name, value) PyObject_SetItem(ns, name, value) #endif /* dict_setdefault.proto (used by FetchCommonType) */ static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value); /* AddModuleRef.proto (used by FetchSharedCythonModule) */ #if ((CYTHON_COMPILING_IN_CPYTHON_FREETHREADING ) ||\ __PYX_LIMITED_VERSION_HEX < 0x030d0000) static PyObject *__Pyx_PyImport_AddModuleRef(const char *name); #else #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name) #endif /* FetchSharedCythonModule.proto (used by FetchCommonType) */ static PyObject *__Pyx_FetchSharedCythonABIModule(void); /* FetchCommonType.proto (used by CommonTypesMetaclass) */ static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases); /* CommonTypesMetaclass.proto (used by CythonFunctionShared) */ static int __pyx_CommonTypesMetaclass_init(PyObject *module); #define __Pyx_CommonTypesMetaclass_USED /* PyMethodNew.proto (used by CythonFunctionShared) */ static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ); /* PyVectorcallFastCallDict.proto (used by CythonFunctionShared) */ #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw); #endif /* CythonFunctionShared.proto (used by CythonFunction) */ #define __Pyx_CyFunction_USED #define __Pyx_CYFUNCTION_STATICMETHOD 0x01 #define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 #define __Pyx_CYFUNCTION_CCLASS 0x04 #define __Pyx_CYFUNCTION_COROUTINE 0x08 #define __Pyx_CyFunction_GetClosure(f)\ (((__pyx_CyFunctionObject *) (f))->func_closure) #if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_CyFunction_GetClassObj(f)\ (((__pyx_CyFunctionObject *) (f))->func_classobj) #else #define __Pyx_CyFunction_GetClassObj(f)\ ((PyObject*) ((PyCMethodObject *) (f))->mm_class) #endif #define __Pyx_CyFunction_SetClassObj(f, classobj)\ __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj)) #define __Pyx_CyFunction_Defaults(type, f)\ ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) #define __Pyx_CyFunction_SetDefaultsGetter(f, g)\ ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) typedef struct { #if CYTHON_COMPILING_IN_LIMITED_API PyObject_HEAD PyObject *func; #elif PY_VERSION_HEX < 0x030900B1 PyCFunctionObject func; #else PyCMethodObject func; #endif #if CYTHON_COMPILING_IN_LIMITED_API && CYTHON_METH_FASTCALL __pyx_vectorcallfunc func_vectorcall; #endif #if CYTHON_COMPILING_IN_LIMITED_API PyObject *func_weakreflist; #endif #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API PyObject *func_dict; #endif PyObject *func_name; PyObject *func_qualname; PyObject *func_doc; PyObject *func_globals; PyObject *func_code; PyObject *func_closure; #if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API PyObject *func_classobj; #endif PyObject *defaults; int flags; PyObject *defaults_tuple; PyObject *defaults_kwdict; PyObject *(*defaults_getter)(PyObject *); PyObject *func_annotations; PyObject *func_is_coroutine; } __pyx_CyFunctionObject; #undef __Pyx_CyOrPyCFunction_Check #define __Pyx_CyFunction_Check(obj) __Pyx_TypeCheck(obj, __pyx_mstate_global->__pyx_CyFunctionType) #define __Pyx_CyOrPyCFunction_Check(obj) __Pyx_TypeCheck2(obj, __pyx_mstate_global->__pyx_CyFunctionType, &PyCFunction_Type) #define __Pyx_CyFunction_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_mstate_global->__pyx_CyFunctionType) static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)); #undef __Pyx_IsSameCFunction #define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCyOrCFunction(func, cfunc) static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml, int flags, PyObject* qualname, PyObject *closure, PyObject *module, PyObject *globals, PyObject* code); static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj); static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func, PyTypeObject *defaults_type); static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, PyObject *tuple); static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, PyObject *dict); static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, PyObject *dict); static int __pyx_CyFunction_init(PyObject *module); #if CYTHON_METH_FASTCALL static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); #if CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall) #else #define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall) #endif #endif /* CythonFunction.proto */ static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname, PyObject *closure, PyObject *module, PyObject *globals, PyObject* code); /* FusedFunction.proto */ typedef struct { __pyx_CyFunctionObject func; PyObject *__signatures__; PyObject *self; #if CYTHON_COMPILING_IN_LIMITED_API PyMethodDef *ml; #endif } __pyx_FusedFunctionObject; static PyObject *__pyx_FusedFunction_New(PyMethodDef *ml, int flags, PyObject *qualname, PyObject *closure, PyObject *module, PyObject *globals, PyObject *code); static int __pyx_FusedFunction_clear(__pyx_FusedFunctionObject *self); static int __pyx_FusedFunction_init(PyObject *module); #define __Pyx_FusedFunction_USED /* PyObjectLookupSpecial.proto (used by Py3ClassCreate) */ #if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS #define __Pyx_PyObject_LookupSpecialNoError(obj, attr_name) __Pyx__PyObject_LookupSpecial(obj, attr_name, 0) #define __Pyx_PyObject_LookupSpecial(obj, attr_name) __Pyx__PyObject_LookupSpecial(obj, attr_name, 1) static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error); #else #define __Pyx_PyObject_LookupSpecialNoError(o,n) __Pyx_PyObject_GetAttrStrNoError(o,n) #define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n) #endif /* Py3ClassCreate.proto */ static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc); static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict, PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass); /* CyFunctionClassCell.proto */ static int __Pyx_CyFunction_InitClassCell(PyObject *cyfunctions, PyObject *classobj); /* CLineInTraceback.proto (used by AddTraceback) */ #if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); #else #define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) #endif /* CodeObjectCache.proto (used by AddTraceback) */ #if CYTHON_COMPILING_IN_LIMITED_API typedef PyObject __Pyx_CachedCodeObjectType; #else typedef PyCodeObject __Pyx_CachedCodeObjectType; #endif typedef struct { __Pyx_CachedCodeObjectType* code_object; int code_line; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; int max_count; __Pyx_CodeObjectCacheEntry* entries; #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING __pyx_atomic_int_type accessor_count; #endif }; static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object); /* AddTraceback.proto */ static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); /* BufferStructDeclare.proto */ typedef struct { Py_ssize_t shape, strides, suboffsets; } __Pyx_Buf_DimInfo; typedef struct { size_t refcount; Py_buffer pybuffer; } __Pyx_Buffer; typedef struct { __Pyx_Buffer *rcbuffer; char *data; __Pyx_Buf_DimInfo diminfo[8]; } __Pyx_LocalBuf_ND; /* MemviewRefcount.proto */ static CYTHON_INLINE int __pyx_add_acquisition_count_locked( __pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock); static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( __pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock); #define __pyx_get_slice_count_pointer(memview) (&memview->acquisition_count) #define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__) #define __PYX_XCLEAR_MEMVIEW(slice, have_gil) __Pyx_XCLEAR_MEMVIEW(slice, have_gil, __LINE__) static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *, int, int); /* MemviewSliceIsContig.proto */ static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim); /* OverlappingSlices.proto */ static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, __Pyx_memviewslice *slice2, int ndim, size_t itemsize); /* MemviewSliceInit.proto */ static int __Pyx_init_memviewslice( struct __pyx_memoryview_obj *memview, int ndim, __Pyx_memviewslice *memviewslice, int memview_is_new_reference); /* TypeInfoCompare.proto (used by MemviewSliceValidateAndInit) */ static int __pyx_typeinfo_cmp(const __Pyx_TypeInfo *a, const __Pyx_TypeInfo *b); /* MemviewSliceValidateAndInit.export */ static int __Pyx_ValidateAndInit_memviewslice( int *axes_specs, int c_or_f_flag, int buf_flags, int ndim, const __Pyx_TypeInfo *dtype, __Pyx_BufFmt_StackElem stack[], __Pyx_memviewslice *memviewslice, PyObject *original_obj); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_float(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_float(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_double(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_int(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_unsigned_int(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_int(PyObject *, int writable_flag); /* MemviewDtypeToObject.proto */ static CYTHON_INLINE PyObject *__pyx_memview_get_int(const char *itemp); static CYTHON_INLINE int __pyx_memview_set_int(char *itemp, PyObject *obj); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_nn_uint64_t__const__(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_nn___pyx_t_5thinc_8backends_9numpy_ops_weight_t(PyObject *, int writable_flag); /* ObjectToMemviewSlice.proto */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_float(PyObject *, int writable_flag); /* MemviewDtypeToObject.proto */ static CYTHON_INLINE PyObject *__pyx_memview_get_float(const char *itemp); static CYTHON_INLINE int __pyx_memview_set_float(char *itemp, PyObject *obj); /* MemviewDtypeToObject.proto */ static CYTHON_INLINE PyObject *__pyx_memview_get_double(const char *itemp); static CYTHON_INLINE int __pyx_memview_set_double(char *itemp, PyObject *obj); /* CppExceptionConversion.proto */ #ifndef __Pyx_CppExn2PyErr #include #include #include #include static void __Pyx_CppExn2PyErr() { try { if (PyErr_Occurred()) ; // let the latest Python exn pass through and ignore the current one else throw; } catch (const std::bad_alloc& exn) { PyErr_SetString(PyExc_MemoryError, exn.what()); } catch (const std::bad_cast& exn) { PyErr_SetString(PyExc_TypeError, exn.what()); } catch (const std::bad_typeid& exn) { PyErr_SetString(PyExc_TypeError, exn.what()); } catch (const std::domain_error& exn) { PyErr_SetString(PyExc_ValueError, exn.what()); } catch (const std::invalid_argument& exn) { PyErr_SetString(PyExc_ValueError, exn.what()); } catch (const std::ios_base::failure& exn) { PyErr_SetString(PyExc_IOError, exn.what()); } catch (const std::out_of_range& exn) { PyErr_SetString(PyExc_IndexError, exn.what()); } catch (const std::overflow_error& exn) { PyErr_SetString(PyExc_OverflowError, exn.what()); } catch (const std::range_error& exn) { PyErr_SetString(PyExc_ArithmeticError, exn.what()); } catch (const std::underflow_error& exn) { PyErr_SetString(PyExc_ArithmeticError, exn.what()); } catch (const std::exception& exn) { PyErr_SetString(PyExc_RuntimeError, exn.what()); } catch (...) { PyErr_SetString(PyExc_RuntimeError, "Unknown exception"); } } #endif /* MemviewDtypeToObject.proto */ static CYTHON_INLINE PyObject *__pyx_memview_get_nn_uint64_t__const__(const char *itemp); /* Arithmetic.proto */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #define __Pyx_c_eq_double(a, b) ((a)==(b)) #define __Pyx_c_sum_double(a, b) ((a)+(b)) #define __Pyx_c_diff_double(a, b) ((a)-(b)) #define __Pyx_c_prod_double(a, b) ((a)*(b)) #define __Pyx_c_quot_double(a, b) ((a)/(b)) #define __Pyx_c_neg_double(a) (-(a)) #ifdef __cplusplus #define __Pyx_c_is_zero_double(z) ((z)==(double)0) #define __Pyx_c_conj_double(z) (::std::conj(z)) #if 1 #define __Pyx_c_abs_double(z) (::std::abs(z)) #define __Pyx_c_pow_double(a, b) (::std::pow(a, b)) #endif #else #define __Pyx_c_is_zero_double(z) ((z)==0) #define __Pyx_c_conj_double(z) (conj(z)) #if 1 #define __Pyx_c_abs_double(z) (cabs(z)) #define __Pyx_c_pow_double(a, b) (cpow(a, b)) #endif #endif #else static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex); static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex); #if 1 static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex); static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex); #endif #endif /* Arithmetic.proto */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #define __Pyx_c_eq_float(a, b) ((a)==(b)) #define __Pyx_c_sum_float(a, b) ((a)+(b)) #define __Pyx_c_diff_float(a, b) ((a)-(b)) #define __Pyx_c_prod_float(a, b) ((a)*(b)) #define __Pyx_c_quot_float(a, b) ((a)/(b)) #define __Pyx_c_neg_float(a) (-(a)) #ifdef __cplusplus #define __Pyx_c_is_zero_float(z) ((z)==(float)0) #define __Pyx_c_conj_float(z) (::std::conj(z)) #if 1 #define __Pyx_c_abs_float(z) (::std::abs(z)) #define __Pyx_c_pow_float(a, b) (::std::pow(a, b)) #endif #else #define __Pyx_c_is_zero_float(z) ((z)==0) #define __Pyx_c_conj_float(z) (conjf(z)) #if 1 #define __Pyx_c_abs_float(z) (cabsf(z)) #define __Pyx_c_pow_float(a, b) (cpowf(a, b)) #endif #endif #else static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex); static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex); #if 1 static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex); static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex); #endif #endif /* Arithmetic.proto */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #define __Pyx_c_eq_long__double(a, b) ((a)==(b)) #define __Pyx_c_sum_long__double(a, b) ((a)+(b)) #define __Pyx_c_diff_long__double(a, b) ((a)-(b)) #define __Pyx_c_prod_long__double(a, b) ((a)*(b)) #define __Pyx_c_quot_long__double(a, b) ((a)/(b)) #define __Pyx_c_neg_long__double(a) (-(a)) #ifdef __cplusplus #define __Pyx_c_is_zero_long__double(z) ((z)==(long double)0) #define __Pyx_c_conj_long__double(z) (::std::conj(z)) #if 1 #define __Pyx_c_abs_long__double(z) (::std::abs(z)) #define __Pyx_c_pow_long__double(a, b) (::std::pow(a, b)) #endif #else #define __Pyx_c_is_zero_long__double(z) ((z)==0) #define __Pyx_c_conj_long__double(z) (conjl(z)) #if 1 #define __Pyx_c_abs_long__double(z) (cabsl(z)) #define __Pyx_c_pow_long__double(a, b) (cpowl(a, b)) #endif #endif #else static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex); static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex); #if 1 static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex); static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); #endif #endif /* MemviewSliceCopy.proto */ static __Pyx_memviewslice __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const char *mode, int ndim, size_t sizeof_dtype, int contig_flag, int dtype_is_object); /* ImportNumPyArray.proto */ static PyObject* __Pyx_ImportNumPyArrayTypeIfAvailable(void); /* CIntFromPy.proto */ static CYTHON_INLINE int __Pyx_PyLong_As_int(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int(int value); /* CIntFromPy.proto */ static CYTHON_INLINE uint32_t __Pyx_PyLong_As_uint32_t(PyObject *); /* CIntFromPy.proto */ static CYTHON_INLINE size_t __Pyx_PyLong_As_size_t(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_long(long value); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_uint64_t(uint64_t value); /* CIntFromPy.proto */ static CYTHON_INLINE long __Pyx_PyLong_As_long(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_intp(npy_intp value); /* CIntFromPy.proto */ static CYTHON_INLINE npy_intp __Pyx_PyLong_As_npy_intp(PyObject *); /* CIntToPy.proto */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int32_t(int32_t value); /* CIntFromPy.proto */ static CYTHON_INLINE int32_t __Pyx_PyLong_As_int32_t(PyObject *); /* PyUCS4InUnicode.proto */ static CYTHON_INLINE int __Pyx_UnicodeContainsUCS4(PyObject* unicode, Py_UCS4 character); /* UpdateUnpickledDict.proto */ static int __Pyx_UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index); /* CheckUnpickleChecksum.proto */ static CYTHON_INLINE int __Pyx_CheckUnpickleChecksum(long checksum, long checksum1, long checksum2, long checksum3, const char *members); /* CIntFromPy.proto */ static CYTHON_INLINE char __Pyx_PyLong_As_char(PyObject *); /* FormatTypeName.proto */ #if CYTHON_COMPILING_IN_LIMITED_API typedef PyObject *__Pyx_TypeName; #define __Pyx_FMT_TYPENAME "%U" #define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj) #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 #define __Pyx_PyType_GetFullyQualifiedName PyType_GetFullyQualifiedName #else static __Pyx_TypeName __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp); #endif #else // !LIMITED_API typedef const char *__Pyx_TypeName; #define __Pyx_FMT_TYPENAME "%.200s" #define __Pyx_PyType_GetFullyQualifiedName(tp) ((tp)->tp_name) #define __Pyx_DECREF_TypeName(obj) #endif /* GetRuntimeVersion.proto */ #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 static unsigned long __Pyx_cached_runtime_version = 0; static void __Pyx_init_runtime_version(void); #else #define __Pyx_init_runtime_version() #endif static unsigned long __Pyx_get_runtime_version(void); /* CheckBinaryVersion.proto */ static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer); /* DecompressString.proto */ static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo); /* MultiPhaseInitModuleState.proto */ #if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE static PyObject *__Pyx_State_FindModule(void*); static int __Pyx_State_AddModule(PyObject* module, void*); static int __Pyx_State_RemoveModule(void*); #elif CYTHON_USE_MODULE_STATE #define __Pyx_State_FindModule PyState_FindModule #define __Pyx_State_AddModule PyState_AddModule #define __Pyx_State_RemoveModule PyState_RemoveModule #endif /* #### Code section: module_declarations ### */ /* CythonABIVersion.proto */ #if CYTHON_COMPILING_IN_LIMITED_API #if CYTHON_METH_FASTCALL #define __PYX_FASTCALL_ABI_SUFFIX "_fastcall" #else #define __PYX_FASTCALL_ABI_SUFFIX #endif #define __PYX_LIMITED_ABI_SUFFIX "limited" __PYX_FASTCALL_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX #else #define __PYX_LIMITED_ABI_SUFFIX #endif #if __PYX_HAS_PY_AM_SEND == 1 #define __PYX_AM_SEND_ABI_SUFFIX #elif __PYX_HAS_PY_AM_SEND == 2 #define __PYX_AM_SEND_ABI_SUFFIX "amsendbackport" #else #define __PYX_AM_SEND_ABI_SUFFIX "noamsend" #endif #ifndef __PYX_MONITORING_ABI_SUFFIX #define __PYX_MONITORING_ABI_SUFFIX #endif #if CYTHON_USE_TP_FINALIZE #define __PYX_TP_FINALIZE_ABI_SUFFIX #else #define __PYX_TP_FINALIZE_ABI_SUFFIX "nofinalize" #endif #if CYTHON_USE_FREELISTS || !defined(__Pyx_AsyncGen_USED) #define __PYX_FREELISTS_ABI_SUFFIX #else #define __PYX_FREELISTS_ABI_SUFFIX "nofreelists" #endif #define CYTHON_ABI __PYX_ABI_VERSION __PYX_LIMITED_ABI_SUFFIX __PYX_MONITORING_ABI_SUFFIX __PYX_TP_FINALIZE_ABI_SUFFIX __PYX_FREELISTS_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX #define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI #define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "." static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/ static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryview__get_base(struct __pyx_memoryview_obj *__pyx_v_self); /* proto*/ static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ static PyObject *__pyx_memoryviewslice__get_base(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/ static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/ static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/ static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/ static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/ static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const __pyx_v_n_classes); /* proto*/ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_sum(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_norm(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_reciprocal_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_mean(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim); /* proto*/ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_variance(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_batch_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr, int32_t __pyx_v_nr_batch); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_6VecVec_dot(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr); /* proto*/ static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_true(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const *__pyx_v_is_valid, int const __pyx_v_n_classes); /* proto*/ static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_zero(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_costs, int const __pyx_v_n_classes); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_mean_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Ex, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col); /* proto*/ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_var_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Vx, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_Ex, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_eps); /* proto*/ /* Module declarations from "libcpp" */ /* Module declarations from "libcpp.memory" */ /* Module declarations from "thinc.backends.cblas" */ static __pyx_t_5thinc_8backends_5cblas_daxpy_ptr (*__pyx_f_5thinc_8backends_5cblas_daxpy)(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *); /*proto*/ static __pyx_t_5thinc_8backends_5cblas_saxpy_ptr (*__pyx_f_5thinc_8backends_5cblas_saxpy)(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *); /*proto*/ /* Module declarations from "cython.view" */ /* Module declarations from "cython.dataclasses" */ /* Module declarations from "cython" */ /* Module declarations from "libc.stdint" */ /* Module declarations from "blis.cy" */ static void (*__pyx_fuse_0__pyx_f_4blis_2cy_gemm)(enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_floats_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_floats_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_floats_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t); /*proto*/ static void (*__pyx_fuse_1__pyx_f_4blis_2cy_gemm)(enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_doubles_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_doubles_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_doubles_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t); /*proto*/ static void (*__pyx_fuse_2__pyx_f_4blis_2cy_gemm)(enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_float1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_float1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_float1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t); /*proto*/ static void (*__pyx_fuse_3__pyx_f_4blis_2cy_gemm)(enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_double1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_double1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_double1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t); /*proto*/ /* Module declarations from "blis" */ /* Module declarations from "libc.string" */ /* Module declarations from "libc.stdio" */ /* Module declarations from "__builtin__" */ /* Module declarations from "cpython.type" */ /* Module declarations from "cpython" */ /* Module declarations from "cpython.object" */ /* Module declarations from "cpython.ref" */ /* Module declarations from "numpy" */ /* Module declarations from "numpy" */ /* Module declarations from "cymem.cymem" */ /* Module declarations from "libc.math" */ /* Module declarations from "libc.stdlib" */ /* Module declarations from "murmurhash.mrmr" */ static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/ /* Module declarations from "preshed.maps" */ /* Module declarations from "thinc.backends.linalg" */ /* Module declarations from "thinc.backends.numpy_ops" */ static PyObject *__pyx_collections_abc_Sequence = 0; static PyObject *generic = 0; static PyObject *strided = 0; static PyObject *indirect = 0; static PyObject *contiguous = 0; static PyObject *indirect_contiguous = 0; static int __pyx_memoryview_thread_locks_used; static PyThread_type_lock __pyx_memoryview_thread_locks[8]; static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_position_encode(float *, float, int, int); /*proto*/ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_scatter_add(float *, int const *, float const *, int, int); /*proto*/ static void __pyx_f_5thinc_8backends_9numpy_ops__adam_momentum(__pyx_t_5thinc_8backends_9numpy_ops_weight_t *, __pyx_t_5thinc_8backends_9numpy_ops_weight_t *, __pyx_t_5thinc_8backends_9numpy_ops_weight_t *, int, __pyx_t_5thinc_8backends_9numpy_ops_weight_t, __pyx_t_5thinc_8backends_9numpy_ops_weight_t, __pyx_t_5thinc_8backends_9numpy_ops_weight_t, __pyx_t_5thinc_8backends_9numpy_ops_weight_t); /*proto*/ static int __pyx_f_5thinc_8backends_9numpy_ops__lstm_forward_training(int, int, int, int, int, PyArrayObject *, float *, float *, float *, float *, float *, PyArrayObject *, int *, float *, float *); /*proto*/ static int __pyx_f_5thinc_8backends_9numpy_ops__lstm_backward_training(int, int, int, int, int, float *, float *, float *, float *, float *, float *, float *, float const *, float const *, float const *, float const *, float const *, float const *, PyObject *); /*proto*/ static CYTHON_INLINE float __pyx_f_5thinc_8backends_9numpy_ops_dsigmoid(float); /*proto*/ static CYTHON_INLINE float __pyx_f_5thinc_8backends_9numpy_ops_dtanh(float); /*proto*/ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_lstm_activate_fwd(float *, int, int); /*proto*/ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_lstm_gates_fwd(float *, float *, float const *, float const *, int, int); /*proto*/ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_lstm_gates_bwd(float *, float *, float const *, float const *, float const *, float const *, float const *, int); /*proto*/ static void __pyx_f_5thinc_8backends_9numpy_ops_MurmurHash3_x86_128_uint64(uint64_t const , uint32_t const , uint32_t *); /*proto*/ static CYTHON_INLINE PyArrayObject *__pyx_f_5thinc_8backends_9numpy_ops__inplace_or_copy(PyArrayObject *, PyObject *); /*proto*/ static PyObject *__pyx_ff_map_fused_f17e6b_2_2_48de32__aa3eff__5thinc_8backends_9numpy_ops__dunder_py__etc(PyObject *, PyTypeObject *); /*proto*/ static PyObject *__pyx_ff_match_signatures_single(PyObject *, PyObject *); /*proto*/ static PyObject *__pyx_ff_index_signature(PyObject *, PyObject *, PyObject *); /*proto*/ static PyObject *__pyx_ff_match_signatures(PyObject *, PyObject *, PyObject *); /*proto*/ static int __pyx_array_allocate_buffer(struct __pyx_array_obj *); /*proto*/ static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char const *, char *); /*proto*/ static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo const *); /*proto*/ static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/ static PyObject *_unellipsify(PyObject *, int); /*proto*/ static int assert_direct_dimensions(Py_ssize_t *, int); /*proto*/ static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/ static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/ static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/ static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/ static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/ static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/ static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/ static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/ static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/ static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/ static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/ static int __pyx_memoryview_err_dim(PyObject *, PyObject *, int); /*proto*/ static int __pyx_memoryview_err(PyObject *, PyObject *); /*proto*/ static int __pyx_memoryview_err_no_memory(void); /*proto*/ static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/ static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/ static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/ /* #### Code section: typeinfo ### */ static const __Pyx_TypeInfo __Pyx_TypeInfo_nn_uint32_t = { "uint32_t", NULL, sizeof(uint32_t), { 0 }, 0, __PYX_IS_UNSIGNED(uint32_t) ? 'U' : 'I', __PYX_IS_UNSIGNED(uint32_t), 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_float = { "float", NULL, sizeof(float), { 0 }, 0, 'R', 0, 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_int = { "int", NULL, sizeof(int), { 0 }, 0, __PYX_IS_UNSIGNED(int) ? 'U' : 'I', __PYX_IS_UNSIGNED(int), 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_unsigned_int = { "unsigned int", NULL, sizeof(unsigned int), { 0 }, 0, __PYX_IS_UNSIGNED(unsigned int) ? 'U' : 'I', __PYX_IS_UNSIGNED(unsigned int), 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_nn_uint64_t__const__ = { "const uint64_t", NULL, sizeof(uint64_t const ), { 0 }, 0, __PYX_IS_UNSIGNED(uint64_t const ) ? 'U' : 'I', __PYX_IS_UNSIGNED(uint64_t const ), 0 }; static const __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5thinc_8backends_9numpy_ops_weight_t = { "weight_t", NULL, sizeof(__pyx_t_5thinc_8backends_9numpy_ops_weight_t), { 0 }, 0, 'R', 0, 0 }; /* #### Code section: before_global_var ### */ #define __Pyx_MODULE_NAME "thinc.backends.numpy_ops" extern int __pyx_module_is_main_thinc__backends__numpy_ops; int __pyx_module_is_main_thinc__backends__numpy_ops = 0; /* Implementation of "thinc.backends.numpy_ops" */ /* #### Code section: global_var ### */ static PyObject *__pyx_builtin_super; static PyObject *__pyx_builtin_reversed; static PyObject *__pyx_builtin_zip; static PyObject *__pyx_builtin___import__; static PyObject *__pyx_builtin_enumerate; static PyObject *__pyx_builtin_Ellipsis; static PyObject *__pyx_builtin_id; /* #### Code section: string_decls ### */ /* #### Code section: decls ### */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */ static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */ static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */ static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */ static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_device_type, PyObject *__pyx_v_device_id, PyObject *__pyx_v_use_blis); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_2asarray(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_data, PyObject *__pyx_v_dtype); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_4alloc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_shape, PyObject *__pyx_v_dtype, PyObject *__pyx_v_zeros); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_6cblas(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_8gemm(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_x, PyArrayObject *__pyx_v_y, PyArrayObject *__pyx_v_out, PyObject *__pyx_v_trans1, PyObject *__pyx_v_trans2); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_10relu(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_X, PyObject *__pyx_v_inplace); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_12backprop_relu(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_dY, PyArrayObject *__pyx_v_Y, PyObject *__pyx_v_inplace); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_14lstm_forward_training(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyArrayObject *__pyx_v_params, PyArrayObject *__pyx_v_H0, PyArrayObject *__pyx_v_C0, PyArrayObject *__pyx_v_X, PyArrayObject *__pyx_v_size_at_t); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_16lstm_forward_inference(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyArrayObject *__pyx_v_params, PyArrayObject *__pyx_v_H0, PyArrayObject *__pyx_v_C0, PyArrayObject *__pyx_v_X, PyArrayObject *__pyx_v_size_at_t); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_18backprop_lstm(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyArrayObject *__pyx_v_dY, PyArrayObject *__pyx_v_lengths, PyArrayObject *__pyx_v_params, PyObject *__pyx_v_fwd_state); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_20maxout(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_56maxout(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float3d_t __pyx_v_X); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_58maxout(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double3d_t __pyx_v_X); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_22backprop_maxout(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_62backprop_maxout(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_dY, __Pyx_memviewslice __pyx_v_which, int __pyx_v_P); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_64backprop_maxout(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_dY, __Pyx_memviewslice __pyx_v_which, int __pyx_v_P); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_24mish(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_X, PyObject *__pyx_v_threshold, PyObject *__pyx_v_inplace); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_26backprop_mish(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_dY, PyArrayObject *__pyx_v_X, PyObject *__pyx_v_threshold, PyObject *__pyx_v_inplace); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_20__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_28seq2col(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_seq, int __pyx_v_nW, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_22__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_30backprop_seq2col(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_dY, int __pyx_v_nW, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_32hash(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __Pyx_memviewslice __pyx_v_ids, uint32_t __pyx_v_seed); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_34reduce_mean(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_68reduce_mean(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_X, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_70reduce_mean(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_X, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_36backprop_reduce_mean(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_74backprop_reduce_mean(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_d_means, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_76backprop_reduce_mean(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_d_means, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_38reduce_sum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_80reduce_sum(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_X, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_82reduce_sum(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_X, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_40backprop_reduce_sum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_86backprop_reduce_sum(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_d_sums, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_88backprop_reduce_sum(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_d_sums, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_42reduce_max(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_92reduce_max(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_X, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_94reduce_max(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_X, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_44backprop_reduce_max(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, CYTHON_UNUSED PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_98backprop_reduce_max(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_d_maxes, __Pyx_memviewslice __pyx_v_which, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_100backprop_reduce_max(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_d_maxes, __Pyx_memviewslice __pyx_v_which, __Pyx_memviewslice __pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_46gather_add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, PyObject *__pyx_v__fused_sigindex); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_104gather_add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_table, __pyx_t_5thinc_8backends_9numpy_ops_int2d_t __pyx_v_indices); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_106gather_add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_float2d_t __pyx_v_table, __pyx_t_5thinc_8backends_9numpy_ops_uint2d_t __pyx_v_indices); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_108gather_add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_table, __pyx_t_5thinc_8backends_9numpy_ops_int2d_t __pyx_v_indices); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_110gather_add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, __pyx_t_5thinc_8backends_9numpy_ops_double2d_t __pyx_v_table, __pyx_t_5thinc_8backends_9numpy_ops_uint2d_t __pyx_v_indices); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_48scatter_add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyArrayObject *__pyx_v_table, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_values); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_50adam(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyArrayObject *__pyx_v_weights, PyArrayObject *__pyx_v_gradient, PyArrayObject *__pyx_v_mom1, PyArrayObject *__pyx_v_mom2, float __pyx_v_beta1, float __pyx_v_beta2, float __pyx_v_eps, float __pyx_v_learn_rate, CYTHON_UNUSED float __pyx_v_mod_rate); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_52ngrams(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, int __pyx_v_n, __Pyx_memviewslice __pyx_v_keys); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8NumpyOps_54position_encode(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, int __pyx_v_N, int __pyx_v_D, int __pyx_v_period, PyObject *__pyx_v_out); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_check_seq2col_lengths(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ops, PyObject *__pyx_v_lengths, PyObject *__pyx_v_B); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_2cpu_clip_gradient(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_gradient, __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_threshold); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_4add_gradient_noise(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_gradient, __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_noise_level, __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_timestep); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_6lstm_forward_training(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_params, PyArrayObject *__pyx_v_c_init, PyArrayObject *__pyx_v_h_init, PyArrayObject *__pyx_v_X, PyArrayObject *__pyx_v_lengths); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_8backprop_lstm(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dY, PyArrayObject *__pyx_v_lengths, PyArrayObject *__pyx_v_params, PyObject *__pyx_v_fwd_state); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_10_split_directions(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_X, PyObject *__pyx_v_dirs); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_12_split_weights(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_params, CYTHON_UNUSED int __pyx_v_i, int __pyx_v_nO, int __pyx_v_nI, int __pyx_v_params_i); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_14_transpose_weights(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_params); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_16_untranspose_unsplit_weights(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_params); /* proto */ static PyObject *__pyx_pf_5thinc_8backends_9numpy_ops_18_check_compatible_shape(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_u, PyObject *__pyx_v_v); /* proto */ static PyObject *__pyx_tp_new_5thinc_8backends_9numpy_ops___pyx_defaults(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_5thinc_8backends_9numpy_ops___pyx_defaults1(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ /* #### Code section: late_includes ### */ /* #### Code section: module_state ### */ /* SmallCodeConfig */ #ifndef CYTHON_SMALL_CODE #if defined(__clang__) #define CYTHON_SMALL_CODE #elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) #define CYTHON_SMALL_CODE __attribute__((cold)) #else #define CYTHON_SMALL_CODE #endif #endif typedef struct { PyObject *__pyx_d; PyObject *__pyx_b; PyObject *__pyx_cython_runtime; PyObject *__pyx_empty_tuple; PyObject *__pyx_empty_bytes; PyObject *__pyx_empty_unicode; PyTypeObject *__pyx_ptype_5thinc_8backends_5cblas_CBlas; PyTypeObject *__pyx_ptype_7cpython_4type_type; PyTypeObject *__pyx_ptype_5numpy_dtype; PyTypeObject *__pyx_ptype_5numpy_flatiter; PyTypeObject *__pyx_ptype_5numpy_broadcast; PyTypeObject *__pyx_ptype_5numpy_ndarray; PyTypeObject *__pyx_ptype_5numpy_generic; PyTypeObject *__pyx_ptype_5numpy_number; PyTypeObject *__pyx_ptype_5numpy_integer; PyTypeObject *__pyx_ptype_5numpy_signedinteger; PyTypeObject *__pyx_ptype_5numpy_unsignedinteger; PyTypeObject *__pyx_ptype_5numpy_inexact; PyTypeObject *__pyx_ptype_5numpy_floating; PyTypeObject *__pyx_ptype_5numpy_complexfloating; PyTypeObject *__pyx_ptype_5numpy_flexible; PyTypeObject *__pyx_ptype_5numpy_character; PyTypeObject *__pyx_ptype_5numpy_ufunc; PyTypeObject *__pyx_ptype_5cymem_5cymem_PyMalloc; PyTypeObject *__pyx_ptype_5cymem_5cymem_PyFree; PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool; PyTypeObject *__pyx_ptype_5cymem_5cymem_Address; PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap; PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray; PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_Matrix; PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_Vec; PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_VecVec; PyTypeObject *__pyx_ptype_5thinc_8backends_6linalg_Mat; PyObject *__pyx_type_5thinc_8backends_9numpy_ops___pyx_defaults; PyObject *__pyx_type_5thinc_8backends_9numpy_ops___pyx_defaults1; PyObject *__pyx_type___pyx_array; PyObject *__pyx_type___pyx_MemviewEnum; PyObject *__pyx_type___pyx_memoryview; PyObject *__pyx_type___pyx_memoryviewslice; PyTypeObject *__pyx_ptype_5thinc_8backends_9numpy_ops___pyx_defaults; PyTypeObject *__pyx_ptype_5thinc_8backends_9numpy_ops___pyx_defaults1; PyTypeObject *__pyx_array_type; PyTypeObject *__pyx_MemviewEnum_type; PyTypeObject *__pyx_memoryview_type; PyTypeObject *__pyx_memoryviewslice_type; __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_get; __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_items; __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_pop; __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_values; PyObject *__pyx_slice[3]; PyObject *__pyx_tuple[11]; PyObject *__pyx_codeobj_tab[58]; PyObject *__pyx_string_tab[509]; PyObject *__pyx_number_tab[8]; /* #### Code section: module_state_contents ### */ /* CommonTypesMetaclass.module_state_decls */ PyTypeObject *__pyx_CommonTypesMetaclassType; /* CachedMethodType.module_state_decls */ #if CYTHON_COMPILING_IN_LIMITED_API PyObject *__Pyx_CachedMethodType; #endif /* CythonFunctionShared.module_state_decls */ PyTypeObject *__pyx_CyFunctionType; /* FusedFunction.module_state_decls */ PyTypeObject *__pyx_FusedFunctionType; /* CodeObjectCache.module_state_decls */ struct __Pyx_CodeObjectCache __pyx_code_cache; /* ImportNumPyArray.module_state_decls */ #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS __pyx_atomic_ptr_type __pyx_numpy_ndarray; #else PyObject *__pyx_numpy_ndarray; #endif /* #### Code section: module_state_end ### */ } __pyx_mstatetype; #if CYTHON_USE_MODULE_STATE #ifdef __cplusplus namespace { extern struct PyModuleDef __pyx_moduledef; } /* anonymous namespace */ #else static struct PyModuleDef __pyx_moduledef; #endif #define __pyx_mstate_global (__Pyx_PyModule_GetState(__Pyx_State_FindModule(&__pyx_moduledef))) #define __pyx_m (__Pyx_State_FindModule(&__pyx_moduledef)) #else static __pyx_mstatetype __pyx_mstate_global_static = #ifdef __cplusplus {}; #else {0}; #endif static __pyx_mstatetype * const __pyx_mstate_global = &__pyx_mstate_global_static; #endif /* #### Code section: constant_name_defines ### */ #define __pyx_kp_u_ __pyx_string_tab[0] #define __pyx_kp_u_All_dimensions_preceding_dimensi __pyx_string_tab[1] #define __pyx_kp_u_All_sequence_lengths_must_be_0 __pyx_string_tab[2] #define __pyx_kp_u_BLIS_support_requires_blis_pip_i __pyx_string_tab[3] #define __pyx_kp_u_Buffer_view_does_not_expose_stri __pyx_string_tab[4] #define __pyx_kp_u_Can_only_create_a_buffer_that_is __pyx_string_tab[5] #define __pyx_kp_u_Cannot_assign_to_read_only_memor __pyx_string_tab[6] #define __pyx_kp_u_Cannot_create_writable_memory_vi __pyx_string_tab[7] #define __pyx_kp_u_Cannot_index_with_type __pyx_string_tab[8] #define __pyx_kp_u_Cannot_transpose_memoryview_with __pyx_string_tab[9] #define __pyx_kp_u_Dimension_d_is_not_direct __pyx_string_tab[10] #define __pyx_kp_u_Empty_shape_tuple_for_cython_arr __pyx_string_tab[11] #define __pyx_kp_u_Expected_at_least __pyx_string_tab[12] #define __pyx_kp_u_Function_call_with_ambiguous_arg __pyx_string_tab[13] #define __pyx_kp_u_Index_out_of_bounds_axis_d __pyx_string_tab[14] #define __pyx_kp_u_Indirect_dimensions_not_supporte __pyx_string_tab[15] #define __pyx_kp_u_Invalid_mode_expected_c_or_fortr __pyx_string_tab[16] #define __pyx_kp_u_Invalid_shape_in_axis __pyx_string_tab[17] #define __pyx_kp_u_MemoryView_of __pyx_string_tab[18] #define __pyx_kp_u_No_matching_signature_found __pyx_string_tab[19] #define __pyx_kp_u_Note_that_Cython_is_deliberately __pyx_string_tab[20] #define __pyx_kp_u_Optional_DTypes __pyx_string_tab[21] #define __pyx_kp_u_Out_of_bounds_on_buffer_access_a __pyx_string_tab[22] #define __pyx_kp_u_Provided_x_array_should_be_2_dim __pyx_string_tab[23] #define __pyx_kp_u_Provided_y_array_should_be_2_dim __pyx_string_tab[24] #define __pyx_kp_u_Step_may_not_be_zero_axis_d __pyx_string_tab[25] #define __pyx_kp_u_The_lengths_must_sum_up_to_the_b __pyx_string_tab[26] #define __pyx_kp_u_Unable_to_convert_item_to_object __pyx_string_tab[27] #define __pyx_kp_u__2 __pyx_string_tab[28] #define __pyx_kp_u__3 __pyx_string_tab[29] #define __pyx_kp_u__4 __pyx_string_tab[30] #define __pyx_kp_u__5 __pyx_string_tab[31] #define __pyx_kp_u__6 __pyx_string_tab[32] #define __pyx_kp_u__7 __pyx_string_tab[33] #define __pyx_kp_u__9 __pyx_string_tab[34] #define __pyx_kp_u_add_note __pyx_string_tab[35] #define __pyx_kp_u_all_sequence_lengths_must_be_0_g __pyx_string_tab[36] #define __pyx_kp_u_all_sequence_lengths_must_be_0_g_2 __pyx_string_tab[37] #define __pyx_kp_u_and __pyx_string_tab[38] #define __pyx_kp_u_arguments_got __pyx_string_tab[39] #define __pyx_kp_u_arrays_have_incompatible_shapes __pyx_string_tab[40] #define __pyx_kp_u_at_0x __pyx_string_tab[41] #define __pyx_kp_u_backprop_seq2col_requires_gradie __pyx_string_tab[42] #define __pyx_kp_u_backprop_seq2col_requires_gradie_2 __pyx_string_tab[43] #define __pyx_kp_u_collections_abc __pyx_string_tab[44] #define __pyx_kp_u_contiguous_and_direct __pyx_string_tab[45] #define __pyx_kp_u_contiguous_and_indirect __pyx_string_tab[46] #define __pyx_kp_u_dimension_s __pyx_string_tab[47] #define __pyx_kp_u_disable __pyx_string_tab[48] #define __pyx_kp_u_double2d_t_int2d_t __pyx_string_tab[49] #define __pyx_kp_u_double2d_t_uint2d_t __pyx_string_tab[50] #define __pyx_kp_u_enable __pyx_string_tab[51] #define __pyx_kp_u_float2d_t_int2d_t __pyx_string_tab[52] #define __pyx_kp_u_float2d_t_uint2d_t __pyx_string_tab[53] #define __pyx_kp_u_gc __pyx_string_tab[54] #define __pyx_kp_u_got __pyx_string_tab[55] #define __pyx_kp_u_got_differing_extents_in_dimensi __pyx_string_tab[56] #define __pyx_kp_u_isenabled __pyx_string_tab[57] #define __pyx_kp_u_itemsize_0_for_cython_array __pyx_string_tab[58] #define __pyx_kp_u_no_default___reduce___due_to_non __pyx_string_tab[59] #define __pyx_kp_u_np_ndarray __pyx_string_tab[60] #define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_string_tab[61] #define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_string_tab[62] #define __pyx_kp_u_object __pyx_string_tab[63] #define __pyx_kp_u_self_name_is_not_None __pyx_string_tab[64] #define __pyx_kp_u_seq2col_requires_sequence_array __pyx_string_tab[65] #define __pyx_kp_u_seq2col_requires_sequence_array_2 __pyx_string_tab[66] #define __pyx_kp_u_strided_and_direct __pyx_string_tab[67] #define __pyx_kp_u_strided_and_direct_or_indirect __pyx_string_tab[68] #define __pyx_kp_u_strided_and_indirect __pyx_string_tab[69] #define __pyx_kp_u_thinc __pyx_string_tab[70] #define __pyx_kp_u_thinc_backends_blis_py __pyx_string_tab[71] #define __pyx_kp_u_thinc_backends_collections_abc __pyx_string_tab[72] #define __pyx_kp_u_thinc_backends_numpy __pyx_string_tab[73] #define __pyx_kp_u_thinc_backends_numpy_ops_pyx __pyx_string_tab[74] #define __pyx_kp_u_thinc_backends_ops __pyx_string_tab[75] #define __pyx_kp_u_thinc_backends_typing __pyx_string_tab[76] #define __pyx_kp_u_thinc_types __pyx_string_tab[77] #define __pyx_kp_u_thinc_util __pyx_string_tab[78] #define __pyx_kp_u_unable_to_allocate_array_data __pyx_string_tab[79] #define __pyx_kp_u_unable_to_allocate_shape_and_str __pyx_string_tab[80] #define __pyx_n_u_ASCII __pyx_string_tab[81] #define __pyx_n_u_ArrayXd __pyx_string_tab[82] #define __pyx_n_u_B __pyx_string_tab[83] #define __pyx_n_u_C __pyx_string_tab[84] #define __pyx_n_u_C0 __pyx_string_tab[85] #define __pyx_n_u_CBlas __pyx_string_tab[86] #define __pyx_n_u_Cid __pyx_string_tab[87] #define __pyx_n_u_Ct2 __pyx_string_tab[88] #define __pyx_n_u_D __pyx_string_tab[89] #define __pyx_n_u_DTypes __pyx_string_tab[90] #define __pyx_n_u_DeviceTypes __pyx_string_tab[91] #define __pyx_n_u_Ellipsis __pyx_string_tab[92] #define __pyx_n_u_G __pyx_string_tab[93] #define __pyx_n_u_Gid __pyx_string_tab[94] #define __pyx_n_u_H __pyx_string_tab[95] #define __pyx_n_u_H0 __pyx_string_tab[96] #define __pyx_n_u_I __pyx_string_tab[97] #define __pyx_n_u_N __pyx_string_tab[98] #define __pyx_n_u_None __pyx_string_tab[99] #define __pyx_n_u_NumpyOps __pyx_string_tab[100] #define __pyx_n_u_NumpyOps___init __pyx_string_tab[101] #define __pyx_n_u_NumpyOps_adam __pyx_string_tab[102] #define __pyx_n_u_NumpyOps_alloc __pyx_string_tab[103] #define __pyx_n_u_NumpyOps_asarray __pyx_string_tab[104] #define __pyx_n_u_NumpyOps_backprop_lstm __pyx_string_tab[105] #define __pyx_n_u_NumpyOps_backprop_maxout __pyx_string_tab[106] #define __pyx_n_u_NumpyOps_backprop_maxout_double2 __pyx_string_tab[107] #define __pyx_n_u_NumpyOps_backprop_maxout_float2d __pyx_string_tab[108] #define __pyx_n_u_NumpyOps_backprop_mish __pyx_string_tab[109] #define __pyx_n_u_NumpyOps_backprop_reduce_max __pyx_string_tab[110] #define __pyx_n_u_NumpyOps_backprop_reduce_max_dou __pyx_string_tab[111] #define __pyx_n_u_NumpyOps_backprop_reduce_max_flo __pyx_string_tab[112] #define __pyx_n_u_NumpyOps_backprop_reduce_mean __pyx_string_tab[113] #define __pyx_n_u_NumpyOps_backprop_reduce_mean_do __pyx_string_tab[114] #define __pyx_n_u_NumpyOps_backprop_reduce_mean_fl __pyx_string_tab[115] #define __pyx_n_u_NumpyOps_backprop_reduce_sum __pyx_string_tab[116] #define __pyx_n_u_NumpyOps_backprop_reduce_sum_dou __pyx_string_tab[117] #define __pyx_n_u_NumpyOps_backprop_reduce_sum_flo __pyx_string_tab[118] #define __pyx_n_u_NumpyOps_backprop_relu __pyx_string_tab[119] #define __pyx_n_u_NumpyOps_backprop_seq2col __pyx_string_tab[120] #define __pyx_n_u_NumpyOps_cblas __pyx_string_tab[121] #define __pyx_n_u_NumpyOps_gather_add __pyx_string_tab[122] #define __pyx_n_u_NumpyOps_gather_add_double2d_t_i __pyx_string_tab[123] #define __pyx_n_u_NumpyOps_gather_add_double2d_t_u __pyx_string_tab[124] #define __pyx_n_u_NumpyOps_gather_add_float2d_t_in __pyx_string_tab[125] #define __pyx_n_u_NumpyOps_gather_add_float2d_t_ui __pyx_string_tab[126] #define __pyx_n_u_NumpyOps_gemm __pyx_string_tab[127] #define __pyx_n_u_NumpyOps_hash __pyx_string_tab[128] #define __pyx_n_u_NumpyOps_lstm_forward_inference __pyx_string_tab[129] #define __pyx_n_u_NumpyOps_lstm_forward_training __pyx_string_tab[130] #define __pyx_n_u_NumpyOps_maxout __pyx_string_tab[131] #define __pyx_n_u_NumpyOps_maxout_double3d_t __pyx_string_tab[132] #define __pyx_n_u_NumpyOps_maxout_float3d_t __pyx_string_tab[133] #define __pyx_n_u_NumpyOps_mish __pyx_string_tab[134] #define __pyx_n_u_NumpyOps_ngrams __pyx_string_tab[135] #define __pyx_n_u_NumpyOps_position_encode __pyx_string_tab[136] #define __pyx_n_u_NumpyOps_reduce_max __pyx_string_tab[137] #define __pyx_n_u_NumpyOps_reduce_max_double2d_t __pyx_string_tab[138] #define __pyx_n_u_NumpyOps_reduce_max_float2d_t __pyx_string_tab[139] #define __pyx_n_u_NumpyOps_reduce_mean __pyx_string_tab[140] #define __pyx_n_u_NumpyOps_reduce_mean_double2d_t __pyx_string_tab[141] #define __pyx_n_u_NumpyOps_reduce_mean_float2d_t __pyx_string_tab[142] #define __pyx_n_u_NumpyOps_reduce_sum __pyx_string_tab[143] #define __pyx_n_u_NumpyOps_reduce_sum_double2d_t __pyx_string_tab[144] #define __pyx_n_u_NumpyOps_reduce_sum_float2d_t __pyx_string_tab[145] #define __pyx_n_u_NumpyOps_relu __pyx_string_tab[146] #define __pyx_n_u_NumpyOps_scatter_add __pyx_string_tab[147] #define __pyx_n_u_NumpyOps_seq2col __pyx_string_tab[148] #define __pyx_n_u_O __pyx_string_tab[149] #define __pyx_n_u_Ops __pyx_string_tab[150] #define __pyx_n_u_Optional __pyx_string_tab[151] #define __pyx_n_u_P __pyx_string_tab[152] #define __pyx_n_u_Pyx_PyDict_NextRef __pyx_string_tab[153] #define __pyx_n_u_Sequence __pyx_string_tab[154] #define __pyx_n_u_Shape __pyx_string_tab[155] #define __pyx_n_u_Sized __pyx_string_tab[156] #define __pyx_n_u_T __pyx_string_tab[157] #define __pyx_n_u_View_MemoryView __pyx_string_tab[158] #define __pyx_n_u_Wh __pyx_string_tab[159] #define __pyx_n_u_Wh_size __pyx_string_tab[160] #define __pyx_n_u_Wx __pyx_string_tab[161] #define __pyx_n_u_Wx_size __pyx_string_tab[162] #define __pyx_n_u_X __pyx_string_tab[163] #define __pyx_n_u_X_2 __pyx_string_tab[164] #define __pyx_n_u_Xs __pyx_string_tab[165] #define __pyx_n_u_Y __pyx_string_tab[166] #define __pyx_n_u_Y_ptr __pyx_string_tab[167] #define __pyx_n_u_Yid __pyx_string_tab[168] #define __pyx_n_u_Yt2 __pyx_string_tab[169] #define __pyx_n_u__10 __pyx_string_tab[170] #define __pyx_n_u__8 __pyx_string_tab[171] #define __pyx_n_u_abc __pyx_string_tab[172] #define __pyx_n_u_adam __pyx_string_tab[173] #define __pyx_n_u_add __pyx_string_tab[174] #define __pyx_n_u_add_gradient_noise __pyx_string_tab[175] #define __pyx_n_u_all __pyx_string_tab[176] #define __pyx_n_u_all_layer_grads __pyx_string_tab[177] #define __pyx_n_u_all_layer_params __pyx_string_tab[178] #define __pyx_n_u_alloc __pyx_string_tab[179] #define __pyx_n_u_allocate_buffer __pyx_string_tab[180] #define __pyx_n_u_append __pyx_string_tab[181] #define __pyx_n_u_args __pyx_string_tab[182] #define __pyx_n_u_array __pyx_string_tab[183] #define __pyx_n_u_as_contig __pyx_string_tab[184] #define __pyx_n_u_asarray __pyx_string_tab[185] #define __pyx_n_u_asarray1i __pyx_string_tab[186] #define __pyx_n_u_ascontig __pyx_string_tab[187] #define __pyx_n_u_ascontiguousarray __pyx_string_tab[188] #define __pyx_n_u_astype __pyx_string_tab[189] #define __pyx_n_u_asyncio_coroutines __pyx_string_tab[190] #define __pyx_n_u_at __pyx_string_tab[191] #define __pyx_n_u_backprop_lstm __pyx_string_tab[192] #define __pyx_n_u_backprop_maxout __pyx_string_tab[193] #define __pyx_n_u_backprop_maxout_double2d_t __pyx_string_tab[194] #define __pyx_n_u_backprop_maxout_float2d_t __pyx_string_tab[195] #define __pyx_n_u_backprop_mish __pyx_string_tab[196] #define __pyx_n_u_backprop_reduce_max __pyx_string_tab[197] #define __pyx_n_u_backprop_reduce_max_double2d_t __pyx_string_tab[198] #define __pyx_n_u_backprop_reduce_max_float2d_t __pyx_string_tab[199] #define __pyx_n_u_backprop_reduce_mean __pyx_string_tab[200] #define __pyx_n_u_backprop_reduce_mean_double2d_t __pyx_string_tab[201] #define __pyx_n_u_backprop_reduce_mean_float2d_t __pyx_string_tab[202] #define __pyx_n_u_backprop_reduce_sum __pyx_string_tab[203] #define __pyx_n_u_backprop_reduce_sum_double2d_t __pyx_string_tab[204] #define __pyx_n_u_backprop_reduce_sum_float2d_t __pyx_string_tab[205] #define __pyx_n_u_backprop_relu __pyx_string_tab[206] #define __pyx_n_u_backprop_seq2col __pyx_string_tab[207] #define __pyx_n_u_base __pyx_string_tab[208] #define __pyx_n_u_batch_size __pyx_string_tab[209] #define __pyx_n_u_best __pyx_string_tab[210] #define __pyx_n_u_beta __pyx_string_tab[211] #define __pyx_n_u_beta1 __pyx_string_tab[212] #define __pyx_n_u_beta2 __pyx_string_tab[213] #define __pyx_n_u_bh __pyx_string_tab[214] #define __pyx_n_u_bh_size __pyx_string_tab[215] #define __pyx_n_u_bias __pyx_string_tab[216] #define __pyx_n_u_blis __pyx_string_tab[217] #define __pyx_n_u_blis_py __pyx_string_tab[218] #define __pyx_n_u_bool __pyx_string_tab[219] #define __pyx_n_u_bx __pyx_string_tab[220] #define __pyx_n_u_bx_size __pyx_string_tab[221] #define __pyx_n_u_c __pyx_string_tab[222] #define __pyx_n_u_c_contiguous __pyx_string_tab[223] #define __pyx_n_u_c_init __pyx_string_tab[224] #define __pyx_n_u_cblas __pyx_string_tab[225] #define __pyx_n_u_check_compatible_shape __pyx_string_tab[226] #define __pyx_n_u_check_seq2col_lengths __pyx_string_tab[227] #define __pyx_n_u_class __pyx_string_tab[228] #define __pyx_n_u_class_getitem __pyx_string_tab[229] #define __pyx_n_u_cline_in_traceback __pyx_string_tab[230] #define __pyx_n_u_collections_abc __pyx_string_tab[231] #define __pyx_n_u_cols __pyx_string_tab[232] #define __pyx_n_u_concatenate __pyx_string_tab[233] #define __pyx_n_u_copy __pyx_string_tab[234] #define __pyx_n_u_copy_array __pyx_string_tab[235] #define __pyx_n_u_count __pyx_string_tab[236] #define __pyx_n_u_cpu __pyx_string_tab[237] #define __pyx_n_u_cpu_clip_gradient __pyx_string_tab[238] #define __pyx_n_u_d __pyx_string_tab[239] #define __pyx_n_u_dC __pyx_string_tab[240] #define __pyx_n_u_dG __pyx_string_tab[241] #define __pyx_n_u_dWh __pyx_string_tab[242] #define __pyx_n_u_dWx __pyx_string_tab[243] #define __pyx_n_u_dX __pyx_string_tab[244] #define __pyx_n_u_dX_ptr __pyx_string_tab[245] #define __pyx_n_u_dXs __pyx_string_tab[246] #define __pyx_n_u_dY __pyx_string_tab[247] #define __pyx_n_u_dYid __pyx_string_tab[248] #define __pyx_n_u_d_bias __pyx_string_tab[249] #define __pyx_n_u_d_maxes __pyx_string_tab[250] #define __pyx_n_u_d_means __pyx_string_tab[251] #define __pyx_n_u_d_params __pyx_string_tab[252] #define __pyx_n_u_d_sums __pyx_string_tab[253] #define __pyx_n_u_data __pyx_string_tab[254] #define __pyx_n_u_defaults __pyx_string_tab[255] #define __pyx_n_u_depth __pyx_string_tab[256] #define __pyx_n_u_dest __pyx_string_tab[257] #define __pyx_n_u_device_id __pyx_string_tab[258] #define __pyx_n_u_device_type __pyx_string_tab[259] #define __pyx_n_u_dict __pyx_string_tab[260] #define __pyx_n_u_dims __pyx_string_tab[261] #define __pyx_n_u_dir_grads __pyx_string_tab[262] #define __pyx_n_u_dirs __pyx_string_tab[263] #define __pyx_n_u_doc __pyx_string_tab[264] #define __pyx_n_u_double2d_t __pyx_string_tab[265] #define __pyx_n_u_double3d_t __pyx_string_tab[266] #define __pyx_n_u_dtype __pyx_string_tab[267] #define __pyx_n_u_dtype_is_object __pyx_string_tab[268] #define __pyx_n_u_empty __pyx_string_tab[269] #define __pyx_n_u_encode __pyx_string_tab[270] #define __pyx_n_u_enumerate __pyx_string_tab[271] #define __pyx_n_u_eps __pyx_string_tab[272] #define __pyx_n_u_error __pyx_string_tab[273] #define __pyx_n_u_f __pyx_string_tab[274] #define __pyx_n_u_fill __pyx_string_tab[275] #define __pyx_n_u_flags __pyx_string_tab[276] #define __pyx_n_u_float2d_t __pyx_string_tab[277] #define __pyx_n_u_float32 __pyx_string_tab[278] #define __pyx_n_u_float3d_t __pyx_string_tab[279] #define __pyx_n_u_float64 __pyx_string_tab[280] #define __pyx_n_u_format __pyx_string_tab[281] #define __pyx_n_u_fortran __pyx_string_tab[282] #define __pyx_n_u_func __pyx_string_tab[283] #define __pyx_n_u_fused_sigindex __pyx_string_tab[284] #define __pyx_n_u_fwd_state __pyx_string_tab[285] #define __pyx_n_u_gather_add __pyx_string_tab[286] #define __pyx_n_u_gather_add_double2d_t_int2d_t __pyx_string_tab[287] #define __pyx_n_u_gather_add_double2d_t_uint2d_t __pyx_string_tab[288] #define __pyx_n_u_gather_add_float2d_t_int2d_t __pyx_string_tab[289] #define __pyx_n_u_gather_add_float2d_t_uint2d_t __pyx_string_tab[290] #define __pyx_n_u_gemm __pyx_string_tab[291] #define __pyx_n_u_get __pyx_string_tab[292] #define __pyx_n_u_get_array_module __pyx_string_tab[293] #define __pyx_n_u_getstate __pyx_string_tab[294] #define __pyx_n_u_grad_norm __pyx_string_tab[295] #define __pyx_n_u_grad_parts __pyx_string_tab[296] #define __pyx_n_u_gradient __pyx_string_tab[297] #define __pyx_n_u_h_init __pyx_string_tab[298] #define __pyx_n_u_has_blis __pyx_string_tab[299] #define __pyx_n_u_hash __pyx_string_tab[300] #define __pyx_n_u_i __pyx_string_tab[301] #define __pyx_n_u_id __pyx_string_tab[302] #define __pyx_n_u_ids __pyx_string_tab[303] #define __pyx_n_u_import __pyx_string_tab[304] #define __pyx_n_u_index __pyx_string_tab[305] #define __pyx_n_u_indices __pyx_string_tab[306] #define __pyx_n_u_init __pyx_string_tab[307] #define __pyx_n_u_inplace __pyx_string_tab[308] #define __pyx_n_u_int __pyx_string_tab[309] #define __pyx_n_u_int2d_t __pyx_string_tab[310] #define __pyx_n_u_int32 __pyx_string_tab[311] #define __pyx_n_u_is_coroutine __pyx_string_tab[312] #define __pyx_n_u_items __pyx_string_tab[313] #define __pyx_n_u_itemsize __pyx_string_tab[314] #define __pyx_n_u_keys __pyx_string_tab[315] #define __pyx_n_u_keys_2 __pyx_string_tab[316] #define __pyx_n_u_kind __pyx_string_tab[317] #define __pyx_n_u_kwargs __pyx_string_tab[318] #define __pyx_n_u_layer_grads __pyx_string_tab[319] #define __pyx_n_u_layer_params __pyx_string_tab[320] #define __pyx_n_u_learn_rate __pyx_string_tab[321] #define __pyx_n_u_length __pyx_string_tab[322] #define __pyx_n_u_lengths __pyx_string_tab[323] #define __pyx_n_u_loc __pyx_string_tab[324] #define __pyx_n_u_lstm_forward_inference __pyx_string_tab[325] #define __pyx_n_u_lstm_forward_training __pyx_string_tab[326] #define __pyx_n_u_main __pyx_string_tab[327] #define __pyx_n_u_maxes __pyx_string_tab[328] #define __pyx_n_u_maxout __pyx_string_tab[329] #define __pyx_n_u_maxout_double3d_t __pyx_string_tab[330] #define __pyx_n_u_maxout_float3d_t __pyx_string_tab[331] #define __pyx_n_u_means __pyx_string_tab[332] #define __pyx_n_u_memview __pyx_string_tab[333] #define __pyx_n_u_metaclass __pyx_string_tab[334] #define __pyx_n_u_mish __pyx_string_tab[335] #define __pyx_n_u_mod_rate __pyx_string_tab[336] #define __pyx_n_u_mode __pyx_string_tab[337] #define __pyx_n_u_module __pyx_string_tab[338] #define __pyx_n_u_mom1 __pyx_string_tab[339] #define __pyx_n_u_mom2 __pyx_string_tab[340] #define __pyx_n_u_mro_entries __pyx_string_tab[341] #define __pyx_n_u_msg __pyx_string_tab[342] #define __pyx_n_u_n __pyx_string_tab[343] #define __pyx_n_u_nF __pyx_string_tab[344] #define __pyx_n_u_nI __pyx_string_tab[345] #define __pyx_n_u_nL __pyx_string_tab[346] #define __pyx_n_u_nO __pyx_string_tab[347] #define __pyx_n_u_nT __pyx_string_tab[348] #define __pyx_n_u_nW __pyx_string_tab[349] #define __pyx_n_u_n_inputs __pyx_string_tab[350] #define __pyx_n_u_name __pyx_string_tab[351] #define __pyx_n_u_name_2 __pyx_string_tab[352] #define __pyx_n_u_ndarray __pyx_string_tab[353] #define __pyx_n_u_ndim __pyx_string_tab[354] #define __pyx_n_u_new __pyx_string_tab[355] #define __pyx_n_u_ngrams __pyx_string_tab[356] #define __pyx_n_u_noise_level __pyx_string_tab[357] #define __pyx_n_u_normal __pyx_string_tab[358] #define __pyx_n_u_numpy __pyx_string_tab[359] #define __pyx_n_u_obj __pyx_string_tab[360] #define __pyx_n_u_ops __pyx_string_tab[361] #define __pyx_n_u_orig_X __pyx_string_tab[362] #define __pyx_n_u_out __pyx_string_tab[363] #define __pyx_n_u_out_2 __pyx_string_tab[364] #define __pyx_n_u_output __pyx_string_tab[365] #define __pyx_n_u_output_2 __pyx_string_tab[366] #define __pyx_n_u_pack __pyx_string_tab[367] #define __pyx_n_u_params __pyx_string_tab[368] #define __pyx_n_u_params_i __pyx_string_tab[369] #define __pyx_n_u_period __pyx_string_tab[370] #define __pyx_n_u_pop __pyx_string_tab[371] #define __pyx_n_u_position_encode __pyx_string_tab[372] #define __pyx_n_u_prepare __pyx_string_tab[373] #define __pyx_n_u_py __pyx_string_tab[374] #define __pyx_n_u_pyx_checksum __pyx_string_tab[375] #define __pyx_n_u_pyx_state __pyx_string_tab[376] #define __pyx_n_u_pyx_type __pyx_string_tab[377] #define __pyx_n_u_pyx_unpickle_Enum __pyx_string_tab[378] #define __pyx_n_u_pyx_vtable __pyx_string_tab[379] #define __pyx_n_u_qualname __pyx_string_tab[380] #define __pyx_n_u_random __pyx_string_tab[381] #define __pyx_n_u_ravel __pyx_string_tab[382] #define __pyx_n_u_reduce __pyx_string_tab[383] #define __pyx_n_u_reduce_cython __pyx_string_tab[384] #define __pyx_n_u_reduce_ex __pyx_string_tab[385] #define __pyx_n_u_reduce_max __pyx_string_tab[386] #define __pyx_n_u_reduce_max_double2d_t __pyx_string_tab[387] #define __pyx_n_u_reduce_max_float2d_t __pyx_string_tab[388] #define __pyx_n_u_reduce_mean __pyx_string_tab[389] #define __pyx_n_u_reduce_mean_double2d_t __pyx_string_tab[390] #define __pyx_n_u_reduce_mean_float2d_t __pyx_string_tab[391] #define __pyx_n_u_reduce_sum __pyx_string_tab[392] #define __pyx_n_u_reduce_sum_double2d_t __pyx_string_tab[393] #define __pyx_n_u_reduce_sum_float2d_t __pyx_string_tab[394] #define __pyx_n_u_register __pyx_string_tab[395] #define __pyx_n_u_registry __pyx_string_tab[396] #define __pyx_n_u_relu __pyx_string_tab[397] #define __pyx_n_u_reshape __pyx_string_tab[398] #define __pyx_n_u_return __pyx_string_tab[399] #define __pyx_n_u_reverse __pyx_string_tab[400] #define __pyx_n_u_reversed __pyx_string_tab[401] #define __pyx_n_u_rows __pyx_string_tab[402] #define __pyx_n_u_scale __pyx_string_tab[403] #define __pyx_n_u_scatter_add __pyx_string_tab[404] #define __pyx_n_u_seed __pyx_string_tab[405] #define __pyx_n_u_self __pyx_string_tab[406] #define __pyx_n_u_seq __pyx_string_tab[407] #define __pyx_n_u_seq2col __pyx_string_tab[408] #define __pyx_n_u_seq_i __pyx_string_tab[409] #define __pyx_n_u_set_name __pyx_string_tab[410] #define __pyx_n_u_setdefault __pyx_string_tab[411] #define __pyx_n_u_setstate __pyx_string_tab[412] #define __pyx_n_u_setstate_cython __pyx_string_tab[413] #define __pyx_n_u_shape __pyx_string_tab[414] #define __pyx_n_u_signatures __pyx_string_tab[415] #define __pyx_n_u_size __pyx_string_tab[416] #define __pyx_n_u_size_at_t __pyx_string_tab[417] #define __pyx_n_u_split_directions __pyx_string_tab[418] #define __pyx_n_u_split_weights __pyx_string_tab[419] #define __pyx_n_u_start __pyx_string_tab[420] #define __pyx_n_u_step __pyx_string_tab[421] #define __pyx_n_u_stop __pyx_string_tab[422] #define __pyx_n_u_strip __pyx_string_tab[423] #define __pyx_n_u_struct __pyx_string_tab[424] #define __pyx_n_u_sum __pyx_string_tab[425] #define __pyx_n_u_sums __pyx_string_tab[426] #define __pyx_n_u_super __pyx_string_tab[427] #define __pyx_n_u_table __pyx_string_tab[428] #define __pyx_n_u_test __pyx_string_tab[429] #define __pyx_n_u_thinc_backends_numpy_ops __pyx_string_tab[430] #define __pyx_n_u_threshold __pyx_string_tab[431] #define __pyx_n_u_timestep __pyx_string_tab[432] #define __pyx_n_u_trans1 __pyx_string_tab[433] #define __pyx_n_u_trans2 __pyx_string_tab[434] #define __pyx_n_u_transpose __pyx_string_tab[435] #define __pyx_n_u_transpose_weights __pyx_string_tab[436] #define __pyx_n_u_types __pyx_string_tab[437] #define __pyx_n_u_typing __pyx_string_tab[438] #define __pyx_n_u_u __pyx_string_tab[439] #define __pyx_n_u_uint2d_t __pyx_string_tab[440] #define __pyx_n_u_uint32 __pyx_string_tab[441] #define __pyx_n_u_uint64 __pyx_string_tab[442] #define __pyx_n_u_unpack __pyx_string_tab[443] #define __pyx_n_u_untranspose_unsplit_weights __pyx_string_tab[444] #define __pyx_n_u_update __pyx_string_tab[445] #define __pyx_n_u_use_blis __pyx_string_tab[446] #define __pyx_n_u_util __pyx_string_tab[447] #define __pyx_n_u_v __pyx_string_tab[448] #define __pyx_n_u_values __pyx_string_tab[449] #define __pyx_n_u_variance __pyx_string_tab[450] #define __pyx_n_u_weights __pyx_string_tab[451] #define __pyx_n_u_which __pyx_string_tab[452] #define __pyx_n_u_x __pyx_string_tab[453] #define __pyx_n_u_xp __pyx_string_tab[454] #define __pyx_n_u_y __pyx_string_tab[455] #define __pyx_n_u_zeros __pyx_string_tab[456] #define __pyx_n_u_zip __pyx_string_tab[457] #define __pyx_kp_b_iso88591_1G3a_A_AYawe1A_1_gS_A_AZq_uAQ_1 __pyx_string_tab[458] #define __pyx_kp_b_iso88591_1_1G3a_A_AYawe1G7_1_gS_A_AZq_uA __pyx_string_tab[459] #define __pyx_kp_b_iso88591_22G_UV_1F_Q_A_UUVVWWX_1F_Q_A_UU __pyx_string_tab[460] #define __pyx_kp_b_iso88591_5_4xvQa_z_A_81D_KxvQa __pyx_string_tab[461] #define __pyx_kp_b_iso88591_99I_q_A_2WCz_QgS_a_Qhb_xq_uAWGS __pyx_string_tab[462] #define __pyx_kp_b_iso88591_9_q_A_1A_6aq_2WCz_QgS_a_U_1_5_C __pyx_string_tab[463] #define __pyx_kp_b_iso88591_A_2Rq_4vRuF_1D_AS_F_2Rq_fBj_a_G1 __pyx_string_tab[464] #define __pyx_kp_b_iso88591_A_2_V2S_at4vUV_k_Q_E_as_1_as_4vQ __pyx_string_tab[465] #define __pyx_kp_b_iso88591_A_4_AXT_S_q __pyx_string_tab[466] #define __pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_6_as_a __pyx_string_tab[467] #define __pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_q_Qc_Q __pyx_string_tab[468] #define __pyx_kp_b_iso88591_A_5_s_G7_Q_F_A_E_q_G6_F_G6_A_E_s __pyx_string_tab[469] #define __pyx_kp_b_iso88591_A_K_AT_t1 __pyx_string_tab[470] #define __pyx_kp_b_iso88591_A_Q_1_O1_M_L_4z_T_AQ __pyx_string_tab[471] #define __pyx_kp_b_iso88591_A_QfAQ_QfAQ_QfAQ_F_7_T_y_a_4vQgS __pyx_string_tab[472] #define __pyx_kp_b_iso88591_A_QfAQ_QfAQ_QfAQ_F_7_T_y_a_4vQgS_2 __pyx_string_tab[473] #define __pyx_kp_b_iso88591_A_QfD_1_A_AV1_D_a_AV1_D_A_D_6_a __pyx_string_tab[474] #define __pyx_kp_b_iso88591_A_RvQa_RvQa_fBc_D_a_q_7_1Bas_auA __pyx_string_tab[475] #define __pyx_kp_b_iso88591_A_RvQa_RvQa_fBc_D_a_q_AS_AU_3dRU __pyx_string_tab[476] #define __pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q __pyx_string_tab[477] #define __pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_2 __pyx_string_tab[478] #define __pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_3 __pyx_string_tab[479] #define __pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_4 __pyx_string_tab[480] #define __pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_F_7_T_uF_2S_Rs __pyx_string_tab[481] #define __pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_F_7_T_uF_2S_Rs_2 __pyx_string_tab[482] #define __pyx_kp_b_iso88591_A_WF_1_V6_Q_JgRq_wb_j_J_1_2S_Rs __pyx_string_tab[483] #define __pyx_kp_b_iso88591_A_WF_1_V6_Q_JgRq_wb_j_J_1_2S_Rs_2 __pyx_string_tab[484] #define __pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wb_j_J_1_2S_R __pyx_string_tab[485] #define __pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wb_j_J_1_2S_R_2 __pyx_string_tab[486] #define __pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wc_j_I_2S_Rs __pyx_string_tab[487] #define __pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wc_j_I_2S_Rs_2 __pyx_string_tab[488] #define __pyx_kp_b_iso88591_A_q_q_q_axxwhd_Q_6_gWE_AXWA_HG1L __pyx_string_tab[489] #define __pyx_kp_b_iso88591_A_r_q_3b_aq_r_q_3b_aq_AXT_S_s __pyx_string_tab[490] #define __pyx_kp_b_iso88591_B_3fCq_MQcQR_AQ_4s_AQ_S_aq_S_aq __pyx_string_tab[491] #define __pyx_kp_b_iso88591_F_6_q_vQa_q_aq_q_at3b_F_q_at5_a __pyx_string_tab[492] #define __pyx_kp_b_iso88591_G1_6_6_82Qc_D_Cs_XRq_1_82Qc_D_C __pyx_string_tab[493] #define __pyx_kp_b_iso88591_J_2V3a_VVWWYYZ_AQ_4r_q_AQ_RvQa __pyx_string_tab[494] #define __pyx_kp_b_iso88591_Rr_3a_y_1_E_G7_6_4t5_1A_Q __pyx_string_tab[495] #define __pyx_kp_b_iso88591_T_t6_82T_BfBa_Rs_S_3b_b_82T_Jb __pyx_string_tab[496] #define __pyx_kp_b_iso88591_W_J_Qaab_1_4s_a_4s_a __pyx_string_tab[497] #define 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int __pyx_v_negative_step; int __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; PyGILState_STATE __pyx_gilstate_save; /* "View.MemoryView":814 * cdef bint negative_step * * if not is_slice: # <<<<<<<<<<<<<< * * if start < 0: */ __pyx_t_1 = (!__pyx_v_is_slice); if (__pyx_t_1) { /* "View.MemoryView":816 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< * start += shape * if not 0 <= start < shape: */ __pyx_t_1 = (__pyx_v_start < 0); if (__pyx_t_1) { /* "View.MemoryView":817 * * if start < 0: * start += shape # <<<<<<<<<<<<<< * if not 0 <= start < shape: * _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim) */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); /* "View.MemoryView":816 * if not is_slice: * * if start < 0: # <<<<<<<<<<<<<< * start += shape * if not 0 <= start < shape: */ } /* "View.MemoryView":818 * if start < 0: * start += shape * if not 0 <= start < shape: # <<<<<<<<<<<<<< * _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim) * else: */ __pyx_t_1 = (0 <= __pyx_v_start); 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/* "View.MemoryView":824 * if have_step: * negative_step = step < 0 * if step == 0: # <<<<<<<<<<<<<< * _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim) * else: */ __pyx_t_2 = (__pyx_v_step == 0); if (__pyx_t_2) { /* "View.MemoryView":825 * negative_step = step < 0 * if step == 0: * _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim) # <<<<<<<<<<<<<< * else: * negative_step = False */ __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_ValueError, __pyx_mstate_global->__pyx_kp_u_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 825, __pyx_L1_error) /* "View.MemoryView":824 * if have_step: * negative_step = step < 0 * if step == 0: # <<<<<<<<<<<<<< * _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim) * else: */ } /* "View.MemoryView":822 * else: * * if have_step: # <<<<<<<<<<<<<< * negative_step = step < 0 * if step == 0: */ goto __pyx_L6; } /* "View.MemoryView":827 * _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim) * else: * negative_step = False # <<<<<<<<<<<<<< * step = 1 * */ /*else*/ { __pyx_v_negative_step = 0; /* "View.MemoryView":828 * else: * negative_step = False * step = 1 # <<<<<<<<<<<<<< * * */ __pyx_v_step = 1; } __pyx_L6:; /* "View.MemoryView":831 * * * if have_start: # <<<<<<<<<<<<<< * if start < 0: * start += shape */ __pyx_t_2 = (__pyx_v_have_start != 0); if (__pyx_t_2) { /* "View.MemoryView":832 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< * start += shape * if start < 0: */ __pyx_t_2 = (__pyx_v_start < 0); if (__pyx_t_2) { /* "View.MemoryView":833 * if have_start: * if start < 0: * start += shape # <<<<<<<<<<<<<< * if start < 0: * start = 0 */ __pyx_v_start = (__pyx_v_start + __pyx_v_shape); /* "View.MemoryView":834 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< * start = 0 * elif start >= shape: */ __pyx_t_2 = (__pyx_v_start < 0); if (__pyx_t_2) { /* "View.MemoryView":835 * start += shape * if start < 0: * start = 0 # <<<<<<<<<<<<<< * elif start >= shape: * if negative_step: */ __pyx_v_start = 0; /* "View.MemoryView":834 * if start < 0: * start += shape * if start < 0: # <<<<<<<<<<<<<< * start = 0 * elif start >= shape: */ } /* "View.MemoryView":832 * * if have_start: * if start < 0: # <<<<<<<<<<<<<< * start += shape * if start < 0: */ goto __pyx_L9; } /* "View.MemoryView":836 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< * if negative_step: * start = shape - 1 */ __pyx_t_2 = (__pyx_v_start >= __pyx_v_shape); if (__pyx_t_2) { /* "View.MemoryView":837 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< * start = shape - 1 * else: */ if (__pyx_v_negative_step) { /* "View.MemoryView":838 * elif start >= shape: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< * else: * start = shape */ __pyx_v_start = (__pyx_v_shape - 1); /* "View.MemoryView":837 * start = 0 * elif start >= shape: * if negative_step: # <<<<<<<<<<<<<< * start = shape - 1 * else: */ goto __pyx_L11; } /* "View.MemoryView":840 * start = shape - 1 * else: * start = shape # <<<<<<<<<<<<<< * else: * if negative_step: */ /*else*/ { __pyx_v_start = __pyx_v_shape; } __pyx_L11:; /* "View.MemoryView":836 * if start < 0: * start = 0 * elif start >= shape: # <<<<<<<<<<<<<< * if negative_step: * start = shape - 1 */ } __pyx_L9:; /* "View.MemoryView":831 * * * if have_start: # <<<<<<<<<<<<<< * if start < 0: * start += shape */ goto __pyx_L8; } /* "View.MemoryView":842 * start = shape * else: * if negative_step: # <<<<<<<<<<<<<< * start = shape - 1 * else: */ /*else*/ { if (__pyx_v_negative_step) { /* "View.MemoryView":843 * else: * if negative_step: * start = shape - 1 # <<<<<<<<<<<<<< * else: * start = 0 */ __pyx_v_start = (__pyx_v_shape - 1); /* "View.MemoryView":842 * start = shape * else: * if negative_step: # <<<<<<<<<<<<<< * start = shape - 1 * else: */ goto __pyx_L12; } /* "View.MemoryView":845 * start = shape - 1 * else: * start = 0 # <<<<<<<<<<<<<< * * if have_stop: */ /*else*/ { __pyx_v_start = 0; } __pyx_L12:; } __pyx_L8:; /* "View.MemoryView":847 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< * if stop < 0: * stop += shape */ __pyx_t_2 = (__pyx_v_have_stop != 0); if (__pyx_t_2) { /* "View.MemoryView":848 * * if have_stop: * if stop < 0: # <<<<<<<<<<<<<< * stop += shape * if stop < 0: */ __pyx_t_2 = (__pyx_v_stop < 0); if (__pyx_t_2) { /* "View.MemoryView":849 * if have_stop: * if stop < 0: * stop += shape # <<<<<<<<<<<<<< * if stop < 0: * stop = 0 */ __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape); /* "View.MemoryView":850 * if stop < 0: * stop += shape * if stop < 0: # <<<<<<<<<<<<<< * stop = 0 * elif stop > shape: */ __pyx_t_2 = (__pyx_v_stop < 0); if (__pyx_t_2) { /* "View.MemoryView":851 * stop += shape * if stop < 0: * stop = 0 # <<<<<<<<<<<<<< * elif stop > shape: * stop = shape */ __pyx_v_stop = 0; /* "View.MemoryView":850 * if stop < 0: * stop += shape * if stop < 0: # <<<<<<<<<<<<<< * stop = 0 * elif stop > shape: */ } /* "View.MemoryView":848 * * if have_stop: * if stop < 0: # <<<<<<<<<<<<<< * stop += shape * if stop < 0: */ goto __pyx_L14; } /* "View.MemoryView":852 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< * stop = shape * else: */ __pyx_t_2 = (__pyx_v_stop > __pyx_v_shape); if (__pyx_t_2) { /* "View.MemoryView":853 * stop = 0 * elif stop > shape: * stop = shape # <<<<<<<<<<<<<< * else: * if negative_step: */ __pyx_v_stop = __pyx_v_shape; /* "View.MemoryView":852 * if stop < 0: * stop = 0 * elif stop > shape: # <<<<<<<<<<<<<< * stop = shape * else: */ } __pyx_L14:; /* "View.MemoryView":847 * start = 0 * * if have_stop: # <<<<<<<<<<<<<< * if stop < 0: * stop += shape */ goto __pyx_L13; } /* "View.MemoryView":855 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< * stop = -1 * else: */ /*else*/ { if (__pyx_v_negative_step) { /* "View.MemoryView":856 * else: * if negative_step: * stop = -1 # <<<<<<<<<<<<<< * else: * stop = shape */ __pyx_v_stop = -1L; /* "View.MemoryView":855 * stop = shape * else: * if negative_step: # <<<<<<<<<<<<<< * stop = -1 * else: */ goto __pyx_L16; } /* "View.MemoryView":858 * stop = -1 * else: * stop = shape # <<<<<<<<<<<<<< * * */ /*else*/ { __pyx_v_stop = __pyx_v_shape; } __pyx_L16:; } __pyx_L13:; /* "View.MemoryView":862 * * with cython.cdivision(True): * new_shape = (stop - start) // step # <<<<<<<<<<<<<< * * if (stop - start) - step * new_shape: */ __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step); /* "View.MemoryView":864 * new_shape = (stop - start) // step * * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< * new_shape += 1 * */ __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0); if (__pyx_t_2) { /* "View.MemoryView":865 * * if (stop - start) - step * new_shape: * new_shape += 1 # <<<<<<<<<<<<<< * * if new_shape < 0: */ __pyx_v_new_shape = (__pyx_v_new_shape + 1); /* "View.MemoryView":864 * new_shape = (stop - start) // step * * if (stop - start) - step * new_shape: # <<<<<<<<<<<<<< * new_shape += 1 * */ } /* "View.MemoryView":867 * new_shape += 1 * * if new_shape < 0: # <<<<<<<<<<<<<< * new_shape = 0 * */ __pyx_t_2 = (__pyx_v_new_shape < 0); if (__pyx_t_2) { /* "View.MemoryView":868 * * if new_shape < 0: * new_shape = 0 # <<<<<<<<<<<<<< * * */ __pyx_v_new_shape = 0; /* "View.MemoryView":867 * new_shape += 1 * * if new_shape < 0: # <<<<<<<<<<<<<< * new_shape = 0 * */ } /* "View.MemoryView":871 * * * dst.strides[new_ndim] = stride * step # <<<<<<<<<<<<<< * dst.shape[new_ndim] = new_shape * dst.suboffsets[new_ndim] = suboffset */ (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step); /* "View.MemoryView":872 * * dst.strides[new_ndim] = stride * step * dst.shape[new_ndim] = new_shape # <<<<<<<<<<<<<< * dst.suboffsets[new_ndim] = suboffset * */ (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape; /* "View.MemoryView":873 * dst.strides[new_ndim] = stride * step * dst.shape[new_ndim] = new_shape * dst.suboffsets[new_ndim] = suboffset # <<<<<<<<<<<<<< * * */ (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset; } __pyx_L3:; /* "View.MemoryView":876 * * * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< * dst.data += start * stride * else: */ __pyx_t_2 = ((__pyx_v_suboffset_dim[0]) < 0); if (__pyx_t_2) { /* "View.MemoryView":877 * * if suboffset_dim[0] < 0: * dst.data += start * stride # <<<<<<<<<<<<<< * else: * dst.suboffsets[suboffset_dim[0]] += start * stride */ __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride)); /* "View.MemoryView":876 * * * if suboffset_dim[0] < 0: # <<<<<<<<<<<<<< * dst.data += start * stride * else: */ goto __pyx_L19; } /* "View.MemoryView":879 * dst.data += start * stride * else: * dst.suboffsets[suboffset_dim[0]] += start * stride # <<<<<<<<<<<<<< * * if suboffset >= 0: */ /*else*/ { __pyx_t_3 = (__pyx_v_suboffset_dim[0]); (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride)); } __pyx_L19:; /* "View.MemoryView":881 * dst.suboffsets[suboffset_dim[0]] += start * stride * * if suboffset >= 0: # <<<<<<<<<<<<<< * if not is_slice: * if new_ndim == 0: */ __pyx_t_2 = (__pyx_v_suboffset >= 0); if (__pyx_t_2) { /* "View.MemoryView":882 * * if suboffset >= 0: * if not is_slice: # <<<<<<<<<<<<<< * if new_ndim == 0: * dst.data = ( dst.data)[0] + suboffset */ __pyx_t_2 = (!__pyx_v_is_slice); if (__pyx_t_2) { /* "View.MemoryView":883 * if suboffset >= 0: * if not is_slice: * if new_ndim == 0: # <<<<<<<<<<<<<< * dst.data = ( dst.data)[0] + suboffset * else: */ __pyx_t_2 = (__pyx_v_new_ndim == 0); if (__pyx_t_2) { /* "View.MemoryView":884 * if not is_slice: * if new_ndim == 0: * dst.data = ( dst.data)[0] + suboffset # <<<<<<<<<<<<<< * else: * _err_dim(PyExc_IndexError, "All dimensions preceding dimension %d " */ __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset); /* "View.MemoryView":883 * if suboffset >= 0: * if not is_slice: * if new_ndim == 0: # <<<<<<<<<<<<<< * dst.data = ( dst.data)[0] + suboffset * else: */ goto __pyx_L22; } /* "View.MemoryView":886 * dst.data = ( dst.data)[0] + suboffset * else: * _err_dim(PyExc_IndexError, "All dimensions preceding dimension %d " # <<<<<<<<<<<<<< * "must be indexed and not sliced", dim) * else: */ /*else*/ { /* "View.MemoryView":887 * else: * _err_dim(PyExc_IndexError, "All dimensions preceding dimension %d " * "must be indexed and not sliced", dim) # <<<<<<<<<<<<<< * else: * suboffset_dim[0] = new_ndim */ __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_IndexError, __pyx_mstate_global->__pyx_kp_u_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 886, __pyx_L1_error) } __pyx_L22:; /* "View.MemoryView":882 * * if suboffset >= 0: * if not is_slice: # <<<<<<<<<<<<<< * if new_ndim == 0: * dst.data = ( dst.data)[0] + suboffset */ goto __pyx_L21; } /* "View.MemoryView":889 * "must be indexed and not sliced", dim) * else: * suboffset_dim[0] = new_ndim # <<<<<<<<<<<<<< * * return 0 */ /*else*/ { (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim; 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Py_ssize_t __pyx_v_stride; Py_ssize_t __pyx_v_suboffset; Py_ssize_t __pyx_v_itemsize; char *__pyx_v_resultp; char *__pyx_r; __Pyx_RefNannyDeclarations Py_ssize_t __pyx_t_1; int __pyx_t_2; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4[3]; PyObject *__pyx_t_5 = NULL; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("pybuffer_index", 0); /* "View.MemoryView":899 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, * Py_ssize_t dim) except NULL: * cdef Py_ssize_t shape, stride, suboffset = -1 # <<<<<<<<<<<<<< * cdef Py_ssize_t itemsize = view.itemsize * cdef char *resultp */ __pyx_v_suboffset = -1L; /* "View.MemoryView":900 * Py_ssize_t dim) except NULL: * cdef Py_ssize_t shape, stride, suboffset = -1 * cdef Py_ssize_t itemsize = view.itemsize # <<<<<<<<<<<<<< * cdef char *resultp * */ __pyx_t_1 = __pyx_v_view->itemsize; __pyx_v_itemsize = __pyx_t_1; /* "View.MemoryView":903 * cdef char *resultp * * if view.ndim == 0: # <<<<<<<<<<<<<< * shape = view.len // itemsize * stride = itemsize */ __pyx_t_2 = (__pyx_v_view->ndim == 0); if (__pyx_t_2) { /* "View.MemoryView":904 * * if view.ndim == 0: * shape = view.len // itemsize # <<<<<<<<<<<<<< * stride = itemsize * else: */ if (unlikely(__pyx_v_itemsize == 0)) { PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero"); __PYX_ERR(1, 904, __pyx_L1_error) } else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1) && unlikely(__Pyx_UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) { PyErr_SetString(PyExc_OverflowError, "value too large to perform division"); __PYX_ERR(1, 904, __pyx_L1_error) } __pyx_v_shape = __Pyx_div_Py_ssize_t(__pyx_v_view->len, __pyx_v_itemsize, 0); /* "View.MemoryView":905 * if view.ndim == 0: * shape = view.len // itemsize * stride = itemsize # <<<<<<<<<<<<<< * else: * shape = view.shape[dim] */ __pyx_v_stride = __pyx_v_itemsize; /* "View.MemoryView":903 * cdef char *resultp * * if view.ndim == 0: # <<<<<<<<<<<<<< * shape = view.len // itemsize * stride = itemsize */ goto __pyx_L3; 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__pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; /* "View.MemoryView":1128 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< * f_stride = mslice.strides[i] * break */ __pyx_t_2 = ((__pyx_v_mslice->shape[__pyx_v_i]) > 1); if (__pyx_t_2) { /* "View.MemoryView":1129 * for i in range(ndim): * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< * break * */ __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); /* "View.MemoryView":1130 * if mslice.shape[i] > 1: * f_stride = mslice.strides[i] * break # <<<<<<<<<<<<<< * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): */ goto __pyx_L7_break; /* "View.MemoryView":1128 * * for i in range(ndim): * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< * f_stride = mslice.strides[i] * break */ } } __pyx_L7_break:; /* "View.MemoryView":1132 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< * return 'C' * else: */ __pyx_t_2 = (abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)); if (__pyx_t_2) { /* "View.MemoryView":1133 * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): * return 'C' # <<<<<<<<<<<<<< * else: * return 'F' */ __pyx_r = 'C'; goto __pyx_L0; /* "View.MemoryView":1132 * break * * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< * return 'C' * else: */ } /* "View.MemoryView":1135 * return 'C' * else: * return 'F' # <<<<<<<<<<<<<< * * @cython.cdivision(True) */ /*else*/ { __pyx_r = 'F'; goto __pyx_L0; } /* "View.MemoryView":1113 * return -arg if arg < 0 else arg * * @cname('__pyx_get_best_slice_order') # <<<<<<<<<<<<<< * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil: * """ */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1137 * return 'F' * * @cython.cdivision(True) # <<<<<<<<<<<<<< * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, * char *dst_data, Py_ssize_t *dst_strides, */ static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) { CYTHON_UNUSED Py_ssize_t __pyx_v_i; CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent; Py_ssize_t __pyx_v_dst_extent; Py_ssize_t __pyx_v_src_stride; Py_ssize_t __pyx_v_dst_stride; int __pyx_t_1; int __pyx_t_2; Py_ssize_t __pyx_t_3; Py_ssize_t __pyx_t_4; Py_ssize_t __pyx_t_5; /* "View.MemoryView":1145 * * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] # <<<<<<<<<<<<<< * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] */ __pyx_v_src_extent = (__pyx_v_src_shape[0]); /* "View.MemoryView":1146 * cdef Py_ssize_t i * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] # <<<<<<<<<<<<<< * cdef Py_ssize_t src_stride = src_strides[0] * cdef Py_ssize_t dst_stride = dst_strides[0] */ __pyx_v_dst_extent = (__pyx_v_dst_shape[0]); /* "View.MemoryView":1147 * cdef Py_ssize_t src_extent = src_shape[0] * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] # <<<<<<<<<<<<<< * cdef Py_ssize_t dst_stride = dst_strides[0] * */ __pyx_v_src_stride = (__pyx_v_src_strides[0]); /* "View.MemoryView":1148 * cdef Py_ssize_t dst_extent = dst_shape[0] * cdef Py_ssize_t src_stride = src_strides[0] * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< * * if ndim == 1: */ __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); /* "View.MemoryView":1150 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): */ __pyx_t_1 = (__pyx_v_ndim == 1); if (__pyx_t_1) { /* "View.MemoryView":1151 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< * src_stride == itemsize == dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) */ __pyx_t_2 = (__pyx_v_src_stride > 0); if (__pyx_t_2) { } else { __pyx_t_1 = __pyx_t_2; goto __pyx_L5_bool_binop_done; } __pyx_t_2 = (__pyx_v_dst_stride > 0); if (__pyx_t_2) { } else { __pyx_t_1 = __pyx_t_2; goto __pyx_L5_bool_binop_done; } /* "View.MemoryView":1152 * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< * memcpy(dst_data, src_data, itemsize * dst_extent) * else: */ __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize); if (__pyx_t_2) { __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride)); } __pyx_t_1 = __pyx_t_2; __pyx_L5_bool_binop_done:; /* "View.MemoryView":1151 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< * src_stride == itemsize == dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) */ if (__pyx_t_1) { /* "View.MemoryView":1153 * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< * else: * for i in range(dst_extent): */ (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent))); /* "View.MemoryView":1151 * * if ndim == 1: * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< * src_stride == itemsize == dst_stride): * memcpy(dst_data, src_data, itemsize * dst_extent) */ goto __pyx_L4; } /* "View.MemoryView":1155 * memcpy(dst_data, src_data, itemsize * dst_extent) * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< * memcpy(dst_data, src_data, itemsize) * src_data += src_stride */ /*else*/ { __pyx_t_3 = __pyx_v_dst_extent; __pyx_t_4 = __pyx_t_3; for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; /* "View.MemoryView":1156 * else: * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< * src_data += src_stride * dst_data += dst_stride */ (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize)); /* "View.MemoryView":1157 * for i in range(dst_extent): * memcpy(dst_data, src_data, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< * dst_data += dst_stride * else: */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); /* "View.MemoryView":1158 * memcpy(dst_data, src_data, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< * else: * for i in range(dst_extent): */ __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); } } __pyx_L4:; /* "View.MemoryView":1150 * cdef Py_ssize_t dst_stride = dst_strides[0] * * if ndim == 1: # <<<<<<<<<<<<<< * if (src_stride > 0 and dst_stride > 0 and * src_stride == itemsize == dst_stride): */ goto __pyx_L3; } /* "View.MemoryView":1160 * dst_data += dst_stride * else: * for i in range(dst_extent): # <<<<<<<<<<<<<< * _copy_strided_to_strided(src_data, src_strides + 1, * dst_data, dst_strides + 1, */ /*else*/ { __pyx_t_3 = __pyx_v_dst_extent; __pyx_t_4 = __pyx_t_3; for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; /* "View.MemoryView":1161 * else: * for i in range(dst_extent): * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< * dst_data, dst_strides + 1, * src_shape + 1, dst_shape + 1, */ _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); /* "View.MemoryView":1165 * src_shape + 1, dst_shape + 1, * ndim - 1, itemsize) * src_data += src_stride # <<<<<<<<<<<<<< * dst_data += dst_stride * */ __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); /* "View.MemoryView":1166 * ndim - 1, itemsize) * src_data += src_stride * dst_data += dst_stride # <<<<<<<<<<<<<< * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, */ __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); } } __pyx_L3:; /* "View.MemoryView":1137 * return 'F' * * @cython.cdivision(True) # <<<<<<<<<<<<<< * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, * char *dst_data, Py_ssize_t *dst_strides, */ /* function exit code */ } /* "View.MemoryView":1168 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) noexcept nogil: */ static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { /* "View.MemoryView":1171 * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) noexcept nogil: * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< * src.shape, dst.shape, ndim, itemsize) * */ _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); /* "View.MemoryView":1168 * dst_data += dst_stride * * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< * __Pyx_memviewslice *dst, * int ndim, size_t itemsize) noexcept nogil: */ /* function exit code */ } /* "View.MemoryView":1174 * src.shape, dst.shape, ndim, itemsize) * * @cname('__pyx_memoryview_slice_get_size') # <<<<<<<<<<<<<< * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil: * "Return the size of the memory occupied by the slice in number of bytes" */ static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) { Py_ssize_t __pyx_v_shape; Py_ssize_t __pyx_v_size; Py_ssize_t __pyx_r; Py_ssize_t __pyx_t_1; Py_ssize_t *__pyx_t_2; Py_ssize_t *__pyx_t_3; Py_ssize_t *__pyx_t_4; /* "View.MemoryView":1177 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil: * "Return the size of the memory occupied by the slice in number of bytes" * cdef Py_ssize_t shape, size = src.memview.view.itemsize # <<<<<<<<<<<<<< * * for shape in src.shape[:ndim]: */ __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_size = __pyx_t_1; /* "View.MemoryView":1179 * cdef Py_ssize_t shape, size = src.memview.view.itemsize * * for shape in src.shape[:ndim]: # <<<<<<<<<<<<<< * size *= shape * */ __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim); for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) { __pyx_t_2 = __pyx_t_4; __pyx_v_shape = (__pyx_t_2[0]); /* "View.MemoryView":1180 * * for shape in src.shape[:ndim]: * size *= shape # <<<<<<<<<<<<<< * * return size */ __pyx_v_size = (__pyx_v_size * __pyx_v_shape); } /* "View.MemoryView":1182 * size *= shape * * return size # <<<<<<<<<<<<<< * * @cname('__pyx_fill_contig_strides_array') */ __pyx_r = __pyx_v_size; goto __pyx_L0; /* "View.MemoryView":1174 * src.shape, dst.shape, ndim, itemsize) * * @cname('__pyx_memoryview_slice_get_size') # <<<<<<<<<<<<<< * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil: * "Return the size of the memory occupied by the slice in number of bytes" */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1184 * return size * * @cname('__pyx_fill_contig_strides_array') # <<<<<<<<<<<<<< * cdef Py_ssize_t fill_contig_strides_array( * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, */ static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) { int __pyx_v_idx; Py_ssize_t __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "View.MemoryView":1194 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< * for idx in range(ndim): * strides[idx] = stride */ __pyx_t_1 = (__pyx_v_order == 'F'); if (__pyx_t_1) { /* "View.MemoryView":1195 * * if order == 'F': * for idx in range(ndim): # <<<<<<<<<<<<<< * strides[idx] = stride * stride *= shape[idx] */ __pyx_t_2 = __pyx_v_ndim; __pyx_t_3 = __pyx_t_2; for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_idx = __pyx_t_4; /* "View.MemoryView":1196 * if order == 'F': * for idx in range(ndim): * strides[idx] = stride # <<<<<<<<<<<<<< * stride *= shape[idx] * else: */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; /* "View.MemoryView":1197 * for idx in range(ndim): * strides[idx] = stride * stride *= shape[idx] # <<<<<<<<<<<<<< * else: * for idx in range(ndim - 1, -1, -1): */ __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); } /* "View.MemoryView":1194 * cdef int idx * * if order == 'F': # <<<<<<<<<<<<<< * for idx in range(ndim): * strides[idx] = stride */ goto __pyx_L3; } /* "View.MemoryView":1199 * stride *= shape[idx] * else: * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< * strides[idx] = stride * stride *= shape[idx] */ /*else*/ { for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) { __pyx_v_idx = __pyx_t_2; /* "View.MemoryView":1200 * else: * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride # <<<<<<<<<<<<<< * stride *= shape[idx] * */ (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; /* "View.MemoryView":1201 * for idx in range(ndim - 1, -1, -1): * strides[idx] = stride * stride *= shape[idx] # <<<<<<<<<<<<<< * * return stride */ __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); } } __pyx_L3:; /* "View.MemoryView":1203 * stride *= shape[idx] * * return stride # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_copy_data_to_temp') */ __pyx_r = __pyx_v_stride; goto __pyx_L0; /* "View.MemoryView":1184 * return size * * @cname('__pyx_fill_contig_strides_array') # <<<<<<<<<<<<<< * cdef Py_ssize_t fill_contig_strides_array( * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1205 * return stride * * @cname('__pyx_memoryview_copy_data_to_temp') # <<<<<<<<<<<<<< * cdef void *copy_data_to_temp(__Pyx_memviewslice *src, * __Pyx_memviewslice *tmpslice, */ static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) { int __pyx_v_i; void *__pyx_v_result; size_t __pyx_v_itemsize; size_t __pyx_v_size; void *__pyx_r; Py_ssize_t __pyx_t_1; int __pyx_t_2; int __pyx_t_3; struct __pyx_memoryview_obj *__pyx_t_4; int __pyx_t_5; int __pyx_t_6; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; PyGILState_STATE __pyx_gilstate_save; /* "View.MemoryView":1217 * cdef void *result * * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< * cdef size_t size = slice_get_size(src, ndim) * */ __pyx_t_1 = __pyx_v_src->memview->view.itemsize; __pyx_v_itemsize = __pyx_t_1; /* "View.MemoryView":1218 * * cdef size_t itemsize = src.memview.view.itemsize * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< * * result = malloc(size) */ __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); /* "View.MemoryView":1220 * cdef size_t size = slice_get_size(src, ndim) * * result = malloc(size) # <<<<<<<<<<<<<< * if not result: * _err_no_memory() */ __pyx_v_result = malloc(__pyx_v_size); /* "View.MemoryView":1221 * * result = malloc(size) * if not result: # <<<<<<<<<<<<<< * _err_no_memory() * */ __pyx_t_2 = (!(__pyx_v_result != 0)); if (__pyx_t_2) { /* "View.MemoryView":1222 * result = malloc(size) * if not result: * _err_no_memory() # <<<<<<<<<<<<<< * * */ __pyx_t_3 = __pyx_memoryview_err_no_memory(); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 1222, __pyx_L1_error) /* "View.MemoryView":1221 * * result = malloc(size) * if not result: # <<<<<<<<<<<<<< * _err_no_memory() * */ } /* "View.MemoryView":1225 * * * tmpslice.data = result # <<<<<<<<<<<<<< * tmpslice.memview = src.memview * for i in range(ndim): */ __pyx_v_tmpslice->data = ((char *)__pyx_v_result); /* "View.MemoryView":1226 * * tmpslice.data = result * tmpslice.memview = src.memview # <<<<<<<<<<<<<< * for i in range(ndim): * tmpslice.shape[i] = src.shape[i] */ __pyx_t_4 = __pyx_v_src->memview; __pyx_v_tmpslice->memview = __pyx_t_4; /* "View.MemoryView":1227 * tmpslice.data = result * tmpslice.memview = src.memview * for i in range(ndim): # <<<<<<<<<<<<<< * tmpslice.shape[i] = src.shape[i] * tmpslice.suboffsets[i] = -1 */ __pyx_t_3 = __pyx_v_ndim; __pyx_t_5 = __pyx_t_3; for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; /* "View.MemoryView":1228 * tmpslice.memview = src.memview * for i in range(ndim): * tmpslice.shape[i] = src.shape[i] # <<<<<<<<<<<<<< * tmpslice.suboffsets[i] = -1 * */ (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]); /* "View.MemoryView":1229 * for i in range(ndim): * tmpslice.shape[i] = src.shape[i] * tmpslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< * * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, ndim, order) */ (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L; } /* "View.MemoryView":1231 * tmpslice.suboffsets[i] = -1 * * fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, ndim, order) # <<<<<<<<<<<<<< * * */ (void)(__pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order)); /* "View.MemoryView":1234 * * * for i in range(ndim): # <<<<<<<<<<<<<< * if tmpslice.shape[i] == 1: * tmpslice.strides[i] = 0 */ __pyx_t_3 = __pyx_v_ndim; __pyx_t_5 = __pyx_t_3; for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { __pyx_v_i = __pyx_t_6; /* "View.MemoryView":1235 * * for i in range(ndim): * if tmpslice.shape[i] == 1: # <<<<<<<<<<<<<< * tmpslice.strides[i] = 0 * */ __pyx_t_2 = ((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1); 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if (__pyx_t_2) { __pyx_t_5 = __pyx_t_3; } else { __pyx_t_5 = __pyx_t_4; } __pyx_v_ndim = __pyx_t_5; /* "View.MemoryView":1289 * cdef int ndim = max(src_ndim, dst_ndim) * * for i in range(ndim): # <<<<<<<<<<<<<< * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: */ __pyx_t_5 = __pyx_v_ndim; __pyx_t_3 = __pyx_t_5; for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; /* "View.MemoryView":1290 * * for i in range(ndim): * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< * if src.shape[i] == 1: * broadcasting = True */ __pyx_t_2 = ((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])); if (__pyx_t_2) { /* "View.MemoryView":1291 * for i in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< * broadcasting = True * src.strides[i] = 0 */ __pyx_t_2 = ((__pyx_v_src.shape[__pyx_v_i]) == 1); if (__pyx_t_2) { /* "View.MemoryView":1292 * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: * broadcasting = True # <<<<<<<<<<<<<< * src.strides[i] = 0 * else: */ __pyx_v_broadcasting = 1; /* "View.MemoryView":1293 * if src.shape[i] == 1: * broadcasting = True * src.strides[i] = 0 # <<<<<<<<<<<<<< * else: * _err_extents(i, dst.shape[i], src.shape[i]) */ (__pyx_v_src.strides[__pyx_v_i]) = 0; /* "View.MemoryView":1291 * for i in range(ndim): * if src.shape[i] != dst.shape[i]: * if src.shape[i] == 1: # <<<<<<<<<<<<<< * broadcasting = True * src.strides[i] = 0 */ goto __pyx_L7; } /* "View.MemoryView":1295 * src.strides[i] = 0 * else: * _err_extents(i, dst.shape[i], src.shape[i]) # <<<<<<<<<<<<<< * * if src.suboffsets[i] >= 0: */ /*else*/ { __pyx_t_6 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1295, __pyx_L1_error) } __pyx_L7:; /* "View.MemoryView":1290 * * for i in range(ndim): * if src.shape[i] != dst.shape[i]: # <<<<<<<<<<<<<< * if src.shape[i] == 1: * broadcasting = True */ } /* "View.MemoryView":1297 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< * _err_dim(PyExc_ValueError, "Dimension %d is not direct", i) * */ __pyx_t_2 = ((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0); if (__pyx_t_2) { /* "View.MemoryView":1298 * * if src.suboffsets[i] >= 0: * _err_dim(PyExc_ValueError, "Dimension %d is not direct", i) # <<<<<<<<<<<<<< * * if slices_overlap(&src, &dst, ndim, itemsize): */ __pyx_t_6 = __pyx_memoryview_err_dim(PyExc_ValueError, __pyx_mstate_global->__pyx_kp_u_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1298, __pyx_L1_error) /* "View.MemoryView":1297 * _err_extents(i, dst.shape[i], src.shape[i]) * * if src.suboffsets[i] >= 0: # <<<<<<<<<<<<<< * _err_dim(PyExc_ValueError, "Dimension %d is not direct", i) * */ } } /* "View.MemoryView":1300 * _err_dim(PyExc_ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * * if not slice_is_contig(src, order, ndim): */ __pyx_t_2 = __pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); if (__pyx_t_2) { /* "View.MemoryView":1302 * if slices_overlap(&src, &dst, ndim, itemsize): * * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ __pyx_t_2 = (!__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim)); if (__pyx_t_2) { /* "View.MemoryView":1303 * * if not slice_is_contig(src, order, ndim): * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) */ __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); /* "View.MemoryView":1302 * if slices_overlap(&src, &dst, ndim, itemsize): * * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< * order = get_best_order(&dst, ndim) * */ } /* "View.MemoryView":1305 * order = get_best_order(&dst, ndim) * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< * src = tmp * */ __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(1, 1305, __pyx_L1_error) __pyx_v_tmpdata = __pyx_t_7; /* "View.MemoryView":1306 * * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) * src = tmp # <<<<<<<<<<<<<< * * if not broadcasting: */ __pyx_v_src = __pyx_v_tmp; /* "View.MemoryView":1300 * _err_dim(PyExc_ValueError, "Dimension %d is not direct", i) * * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< * * if not slice_is_contig(src, order, ndim): */ } /* "View.MemoryView":1308 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< * * */ __pyx_t_2 = (!__pyx_v_broadcasting); if (__pyx_t_2) { /* "View.MemoryView":1311 * * * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): */ __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim); if (__pyx_t_2) { /* "View.MemoryView":1312 * * if slice_is_contig(src, 'C', ndim): * direct_copy = slice_is_contig(dst, 'C', ndim) # <<<<<<<<<<<<<< * elif slice_is_contig(src, 'F', ndim): * direct_copy = slice_is_contig(dst, 'F', ndim) */ __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim); /* "View.MemoryView":1311 * * * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): */ goto __pyx_L12; } /* "View.MemoryView":1313 * if slice_is_contig(src, 'C', ndim): * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'F', ndim) * */ __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim); if (__pyx_t_2) { /* "View.MemoryView":1314 * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): * direct_copy = slice_is_contig(dst, 'F', ndim) # <<<<<<<<<<<<<< * * if direct_copy: */ __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim); /* "View.MemoryView":1313 * if slice_is_contig(src, 'C', ndim): * direct_copy = slice_is_contig(dst, 'C', ndim) * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< * direct_copy = slice_is_contig(dst, 'F', ndim) * */ } __pyx_L12:; /* "View.MemoryView":1316 * direct_copy = slice_is_contig(dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) */ if (__pyx_v_direct_copy) { /* "View.MemoryView":1318 * if direct_copy: * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) # <<<<<<<<<<<<<< * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, inc=True) */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); /* "View.MemoryView":1319 * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< * refcount_copying(&dst, dtype_is_object, ndim, inc=True) * free(tmpdata) */ (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim))); /* "View.MemoryView":1320 * refcount_copying(&dst, dtype_is_object, ndim, inc=False) * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, inc=True) # <<<<<<<<<<<<<< * free(tmpdata) * return 0 */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); /* "View.MemoryView":1321 * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) * refcount_copying(&dst, dtype_is_object, ndim, inc=True) * free(tmpdata) # <<<<<<<<<<<<<< * return 0 * */ free(__pyx_v_tmpdata); /* "View.MemoryView":1322 * refcount_copying(&dst, dtype_is_object, ndim, inc=True) * free(tmpdata) * return 0 # <<<<<<<<<<<<<< * * if order == 'F' == get_best_order(&dst, ndim): */ __pyx_r = 0; goto __pyx_L0; /* "View.MemoryView":1316 * direct_copy = slice_is_contig(dst, 'F', ndim) * * if direct_copy: # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) */ } /* "View.MemoryView":1308 * src = tmp * * if not broadcasting: # <<<<<<<<<<<<<< * * */ } /* "View.MemoryView":1324 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< * * */ __pyx_t_2 = (__pyx_v_order == 'F'); if (__pyx_t_2) { __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim)); } if (__pyx_t_2) { /* "View.MemoryView":1327 * * * transpose_memslice(&src) # <<<<<<<<<<<<<< * transpose_memslice(&dst) * */ __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1327, __pyx_L1_error) /* "View.MemoryView":1328 * * transpose_memslice(&src) * transpose_memslice(&dst) # <<<<<<<<<<<<<< * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) */ __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1328, __pyx_L1_error) /* "View.MemoryView":1324 * return 0 * * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< * * */ } /* "View.MemoryView":1330 * transpose_memslice(&dst) * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) # <<<<<<<<<<<<<< * copy_strided_to_strided(&src, &dst, ndim, itemsize) * refcount_copying(&dst, dtype_is_object, ndim, inc=True) */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); /* "View.MemoryView":1331 * * refcount_copying(&dst, dtype_is_object, ndim, inc=False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< * refcount_copying(&dst, dtype_is_object, ndim, inc=True) * */ copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); /* "View.MemoryView":1332 * refcount_copying(&dst, dtype_is_object, ndim, inc=False) * copy_strided_to_strided(&src, &dst, ndim, itemsize) * refcount_copying(&dst, dtype_is_object, ndim, inc=True) # <<<<<<<<<<<<<< * * free(tmpdata) */ __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); /* "View.MemoryView":1334 * refcount_copying(&dst, dtype_is_object, ndim, inc=True) * * free(tmpdata) # <<<<<<<<<<<<<< * return 0 * */ free(__pyx_v_tmpdata); /* "View.MemoryView":1335 * * free(tmpdata) * return 0 # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_broadcast_leading') */ __pyx_r = 0; goto __pyx_L0; /* "View.MemoryView":1265 * * * @cname('__pyx_memoryview_copy_contents') # <<<<<<<<<<<<<< * cdef int memoryview_copy_contents(__Pyx_memviewslice src, * __Pyx_memviewslice dst, */ /* function exit code */ __pyx_L1_error:; __pyx_gilstate_save = __Pyx_PyGILState_Ensure(); __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __Pyx_PyGILState_Release(__pyx_gilstate_save); __pyx_L0:; return __pyx_r; } /* "View.MemoryView":1337 * return 0 * * @cname('__pyx_memoryview_broadcast_leading') # <<<<<<<<<<<<<< * cdef void broadcast_leading(__Pyx_memviewslice *mslice, * int ndim, */ static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) { int __pyx_v_i; int __pyx_v_offset; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; /* "View.MemoryView":1342 * int ndim_other) noexcept nogil: * cdef int i * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< * * for i in range(ndim - 1, -1, -1): */ __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); /* "View.MemoryView":1344 * cdef int offset = ndim_other - ndim * * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] */ for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) { __pyx_v_i = __pyx_t_1; /* "View.MemoryView":1345 * * for i in range(ndim - 1, -1, -1): * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< * mslice.strides[i + offset] = mslice.strides[i] * mslice.suboffsets[i + offset] = mslice.suboffsets[i] */ (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); /* "View.MemoryView":1346 * for i in range(ndim - 1, -1, -1): * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< * mslice.suboffsets[i + offset] = mslice.suboffsets[i] * */ (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); /* "View.MemoryView":1347 * mslice.shape[i + offset] = mslice.shape[i] * mslice.strides[i + offset] = mslice.strides[i] * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< * * for i in range(offset): */ (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); } /* "View.MemoryView":1349 * mslice.suboffsets[i + offset] = mslice.suboffsets[i] * * for i in range(offset): # <<<<<<<<<<<<<< * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] */ __pyx_t_1 = __pyx_v_offset; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "View.MemoryView":1350 * * for i in range(offset): * mslice.shape[i] = 1 # <<<<<<<<<<<<<< * mslice.strides[i] = mslice.strides[0] * mslice.suboffsets[i] = -1 */ (__pyx_v_mslice->shape[__pyx_v_i]) = 1; /* "View.MemoryView":1351 * for i in range(offset): * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< * mslice.suboffsets[i] = -1 * */ (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); /* "View.MemoryView":1352 * mslice.shape[i] = 1 * mslice.strides[i] = mslice.strides[0] * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< * * */ (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; } /* "View.MemoryView":1337 * return 0 * * @cname('__pyx_memoryview_broadcast_leading') # <<<<<<<<<<<<<< * cdef void broadcast_leading(__Pyx_memviewslice *mslice, * int ndim, */ /* function exit code */ } /* "View.MemoryView":1359 * * * @cname('__pyx_memoryview_refcount_copying') # <<<<<<<<<<<<<< * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: * */ static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) { /* "View.MemoryView":1362 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: * * if dtype_is_object: # <<<<<<<<<<<<<< * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) * */ if (__pyx_v_dtype_is_object) { /* "View.MemoryView":1363 * * if dtype_is_object: * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') */ __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc); /* "View.MemoryView":1362 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: * * if dtype_is_object: # <<<<<<<<<<<<<< * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) * */ } /* "View.MemoryView":1359 * * * @cname('__pyx_memoryview_refcount_copying') # <<<<<<<<<<<<<< * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: * */ /* function exit code */ } /* "View.MemoryView":1365 * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') # <<<<<<<<<<<<<< * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, * Py_ssize_t *strides, int ndim, */ static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) { PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure(); /* "View.MemoryView":1369 * Py_ssize_t *strides, int ndim, * bint inc) noexcept with gil: * refcount_objects_in_slice(data, shape, strides, ndim, inc) # <<<<<<<<<<<<<< * * @cname('__pyx_memoryview_refcount_objects_in_slice') */ __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc); /* "View.MemoryView":1365 * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) * * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') # <<<<<<<<<<<<<< * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, * Py_ssize_t *strides, int ndim, */ /* function exit code */ __Pyx_PyGILState_Release(__pyx_gilstate_save); } /* "View.MemoryView":1371 * refcount_objects_in_slice(data, shape, strides, ndim, inc) * * @cname('__pyx_memoryview_refcount_objects_in_slice') # <<<<<<<<<<<<<< * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, * Py_ssize_t *strides, int ndim, bint inc) noexcept: */ static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) { CYTHON_UNUSED Py_ssize_t __pyx_v_i; Py_ssize_t __pyx_v_stride; Py_ssize_t __pyx_t_1; Py_ssize_t __pyx_t_2; Py_ssize_t __pyx_t_3; int __pyx_t_4; /* "View.MemoryView":1375 * Py_ssize_t *strides, int ndim, bint inc) noexcept: * cdef Py_ssize_t i * cdef Py_ssize_t stride = strides[0] # <<<<<<<<<<<<<< * * for i in range(shape[0]): */ __pyx_v_stride = (__pyx_v_strides[0]); /* "View.MemoryView":1377 * cdef Py_ssize_t stride = strides[0] * * for i in range(shape[0]): # <<<<<<<<<<<<<< * if ndim == 1: * if inc: */ __pyx_t_1 = (__pyx_v_shape[0]); __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "View.MemoryView":1378 * * for i in range(shape[0]): * if ndim == 1: # <<<<<<<<<<<<<< * if inc: * Py_INCREF(( data)[0]) */ __pyx_t_4 = (__pyx_v_ndim == 1); if (__pyx_t_4) { /* "View.MemoryView":1379 * for i in range(shape[0]): * if ndim == 1: * if inc: # <<<<<<<<<<<<<< * Py_INCREF(( data)[0]) * else: */ if (__pyx_v_inc) { /* "View.MemoryView":1380 * if ndim == 1: * if inc: * Py_INCREF(( data)[0]) # <<<<<<<<<<<<<< * else: * Py_DECREF(( data)[0]) */ Py_INCREF((((PyObject **)__pyx_v_data)[0])); /* "View.MemoryView":1379 * for i in range(shape[0]): * if ndim == 1: * if inc: # <<<<<<<<<<<<<< * Py_INCREF(( data)[0]) * else: */ goto __pyx_L6; } /* "View.MemoryView":1382 * Py_INCREF(( data)[0]) * else: * Py_DECREF(( data)[0]) # <<<<<<<<<<<<<< * else: * refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc) */ /*else*/ { Py_DECREF((((PyObject **)__pyx_v_data)[0])); } __pyx_L6:; /* "View.MemoryView":1378 * * for i in range(shape[0]): * if ndim == 1: # <<<<<<<<<<<<<< * if inc: * Py_INCREF(( data)[0]) */ goto __pyx_L5; } /* "View.MemoryView":1384 * Py_DECREF(( data)[0]) * else: * refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc) # <<<<<<<<<<<<<< * * data += stride */ /*else*/ { __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc); } __pyx_L5:; /* "View.MemoryView":1386 * refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc) * * data += stride # <<<<<<<<<<<<<< * * */ __pyx_v_data = (__pyx_v_data + __pyx_v_stride); } /* "View.MemoryView":1371 * refcount_objects_in_slice(data, shape, strides, ndim, inc) * * @cname('__pyx_memoryview_refcount_objects_in_slice') # <<<<<<<<<<<<<< * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, * Py_ssize_t *strides, int ndim, bint inc) noexcept: */ /* function exit code */ } /* "View.MemoryView":1391 * * * @cname('__pyx_memoryview_slice_assign_scalar') # <<<<<<<<<<<<<< * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, * size_t itemsize, void *item, */ static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) { /* "View.MemoryView":1395 * size_t itemsize, void *item, * bint dtype_is_object) noexcept nogil: * refcount_copying(dst, dtype_is_object, ndim, inc=False) # <<<<<<<<<<<<<< * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item) * refcount_copying(dst, dtype_is_object, ndim, inc=True) */ __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0); /* "View.MemoryView":1396 * bint dtype_is_object) noexcept nogil: * refcount_copying(dst, dtype_is_object, ndim, inc=False) * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item) # <<<<<<<<<<<<<< * refcount_copying(dst, dtype_is_object, ndim, inc=True) * */ __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item); /* "View.MemoryView":1397 * refcount_copying(dst, dtype_is_object, ndim, inc=False) * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item) * refcount_copying(dst, dtype_is_object, ndim, inc=True) # <<<<<<<<<<<<<< * * */ __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1); /* "View.MemoryView":1391 * * * @cname('__pyx_memoryview_slice_assign_scalar') # <<<<<<<<<<<<<< * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, * size_t itemsize, void *item, */ /* function exit code */ } /* "View.MemoryView":1400 * * * @cname('__pyx_memoryview__slice_assign_scalar') # <<<<<<<<<<<<<< * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape, * Py_ssize_t *strides, int ndim, */ static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item) { CYTHON_UNUSED Py_ssize_t __pyx_v_i; 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return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":289 * return PyArray_MultiIter_SIZE(self) * * @property # <<<<<<<<<<<<<< * cdef inline npy_intp index(self) noexcept nogil: * """The current (1-d) index into the broadcasted result.""" */ static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self) { npy_intp __pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":292 * cdef inline npy_intp index(self) noexcept nogil: * """The current (1-d) index into the broadcasted result.""" * return PyArray_MultiIter_INDEX(self) # <<<<<<<<<<<<<< * * @property */ __pyx_r = PyArray_MultiIter_INDEX(__pyx_v_self); goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":289 * return PyArray_MultiIter_SIZE(self) * * @property # <<<<<<<<<<<<<< * cdef inline npy_intp index(self) noexcept nogil: * """The current (1-d) index into the broadcasted result.""" */ /* function exit code */ __pyx_L0:; 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return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":299 * return PyArray_MultiIter_NDIM(self) * * @property # <<<<<<<<<<<<<< * cdef inline npy_intp* dimensions(self) noexcept nogil: * """The shape of the broadcasted result.""" */ static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self) { npy_intp *__pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":302 * cdef inline npy_intp* dimensions(self) noexcept nogil: * """The shape of the broadcasted result.""" * return PyArray_MultiIter_DIMS(self) # <<<<<<<<<<<<<< * * @property */ __pyx_r = PyArray_MultiIter_DIMS(__pyx_v_self); goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":299 * return PyArray_MultiIter_NDIM(self) * * @property # <<<<<<<<<<<<<< * cdef inline npy_intp* dimensions(self) noexcept nogil: * """The shape of the broadcasted result.""" */ /* function exit code */ __pyx_L0:; 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__Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); __pyx_r = -1; __pyx_L0:; __Pyx_RefNannyFinishContext(); return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1025 * * * cdef inline bint is_timedelta64_object(object obj) noexcept: # <<<<<<<<<<<<<< * """ * Cython equivalent of `isinstance(obj, np.timedelta64)` */ static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_obj) { int __pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1037 * bool * """ * return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type) # <<<<<<<<<<<<<< * * */ __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type)); goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1025 * * * cdef inline bint is_timedelta64_object(object obj) noexcept: # <<<<<<<<<<<<<< * """ * Cython equivalent of `isinstance(obj, np.timedelta64)` */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1040 * * * cdef inline bint is_datetime64_object(object obj) noexcept: # <<<<<<<<<<<<<< * """ * Cython equivalent of `isinstance(obj, np.datetime64)` */ static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_obj) { int __pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1052 * bool * """ * return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type) # <<<<<<<<<<<<<< * * */ __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type)); goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1040 * * * cdef inline bint is_datetime64_object(object obj) noexcept: # <<<<<<<<<<<<<< * """ * Cython equivalent of `isinstance(obj, np.datetime64)` */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1055 * * * cdef inline npy_datetime get_datetime64_value(object obj) noexcept nogil: # <<<<<<<<<<<<<< * """ * returns the int64 value underlying scalar numpy datetime64 object */ static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) { npy_datetime __pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1062 * also needed. That can be found using `get_datetime64_unit`. * """ * return (obj).obval # <<<<<<<<<<<<<< * * */ __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval; goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1055 * * * cdef inline npy_datetime get_datetime64_value(object obj) noexcept nogil: # <<<<<<<<<<<<<< * """ * returns the int64 value underlying scalar numpy datetime64 object */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1065 * * * cdef inline npy_timedelta get_timedelta64_value(object obj) noexcept nogil: # <<<<<<<<<<<<<< * """ * returns the int64 value underlying scalar numpy timedelta64 object */ static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) { npy_timedelta __pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1069 * returns the int64 value underlying scalar numpy timedelta64 object * """ * return (obj).obval # <<<<<<<<<<<<<< * * */ __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval; goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1065 * * * cdef inline npy_timedelta get_timedelta64_value(object obj) noexcept nogil: # <<<<<<<<<<<<<< * """ * returns the int64 value underlying scalar numpy timedelta64 object */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1072 * * * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) noexcept nogil: # <<<<<<<<<<<<<< * """ * returns the unit part of the dtype for a numpy datetime64 object. */ static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) { NPY_DATETIMEUNIT __pyx_r; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1076 * returns the unit part of the dtype for a numpy datetime64 object. * """ * return (obj).obmeta.base # <<<<<<<<<<<<<< * * */ __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base); goto __pyx_L0; /* "C:/Users/runneradmin/AppData/Local/Temp/build-env-kzdm41oa/Lib/site-packages/numpy/__init__.cython-30.pxd":1072 * * * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) noexcept nogil: # <<<<<<<<<<<<<< * """ * returns the unit part of the dtype for a numpy datetime64 object. */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":31 * * cdef class Vec: * @staticmethod # <<<<<<<<<<<<<< * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: * if n_classes == 2: */ static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_3Vec_arg_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const __pyx_v_n_classes) { int __pyx_v_i; int __pyx_v_best; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_mode; int __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":33 * @staticmethod * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: * if n_classes == 2: # <<<<<<<<<<<<<< * return 0 if scores[0] > scores[1] else 1 * cdef int i */ __pyx_t_1 = (__pyx_v_n_classes == 2); if (__pyx_t_1) { /* "linalg.pxd":34 * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: * if n_classes == 2: * return 0 if scores[0] > scores[1] else 1 # <<<<<<<<<<<<<< * cdef int i * cdef int best = 0 */ __pyx_t_1 = ((__pyx_v_scores[0]) > (__pyx_v_scores[1])); if (__pyx_t_1) { __pyx_t_2 = 0; } else { __pyx_t_2 = 1; } __pyx_r = __pyx_t_2; goto __pyx_L0; /* "linalg.pxd":33 * @staticmethod * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: * if n_classes == 2: # <<<<<<<<<<<<<< * return 0 if scores[0] > scores[1] else 1 * cdef int i */ } /* "linalg.pxd":36 * return 0 if scores[0] > scores[1] else 1 * cdef int i * cdef int best = 0 # <<<<<<<<<<<<<< * cdef weight_t mode = scores[0] * for i in range(1, n_classes): */ __pyx_v_best = 0; /* "linalg.pxd":37 * cdef int i * cdef int best = 0 * cdef weight_t mode = scores[0] # <<<<<<<<<<<<<< * for i in range(1, n_classes): * if scores[i] > mode: */ __pyx_v_mode = (__pyx_v_scores[0]); /* "linalg.pxd":38 * cdef int best = 0 * cdef weight_t mode = scores[0] * for i in range(1, n_classes): # <<<<<<<<<<<<<< * if scores[i] > mode: * mode = scores[i] */ __pyx_t_2 = __pyx_v_n_classes; __pyx_t_3 = __pyx_t_2; for (__pyx_t_4 = 1; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; /* "linalg.pxd":39 * cdef weight_t mode = scores[0] * for i in range(1, n_classes): * if scores[i] > mode: # <<<<<<<<<<<<<< * mode = scores[i] * best = i */ __pyx_t_1 = ((__pyx_v_scores[__pyx_v_i]) > __pyx_v_mode); if (__pyx_t_1) { /* "linalg.pxd":40 * for i in range(1, n_classes): * if scores[i] > mode: * mode = scores[i] # <<<<<<<<<<<<<< * best = i * return best */ __pyx_v_mode = (__pyx_v_scores[__pyx_v_i]); /* "linalg.pxd":41 * if scores[i] > mode: * mode = scores[i] * best = i # <<<<<<<<<<<<<< * return best * */ __pyx_v_best = __pyx_v_i; /* "linalg.pxd":39 * cdef weight_t mode = scores[0] * for i in range(1, n_classes): * if scores[i] > mode: # <<<<<<<<<<<<<< * mode = scores[i] * best = i */ } } /* "linalg.pxd":42 * mode = scores[i] * best = i * return best # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = __pyx_v_best; goto __pyx_L0; /* "linalg.pxd":31 * * cdef class Vec: * @staticmethod # <<<<<<<<<<<<<< * cdef inline int arg_max(const weight_t* scores, const int n_classes) noexcept nogil: * if n_classes == 2: */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":44 * return best * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t max(const weight_t* x, int32_t nr) noexcept nogil: * if nr == 0: */ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_max(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, int32_t __pyx_v_nr) { int __pyx_v_i; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_mode; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r; int __pyx_t_1; int32_t __pyx_t_2; int32_t __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":46 * @staticmethod * cdef inline weight_t max(const weight_t* x, int32_t nr) noexcept nogil: * if nr == 0: # <<<<<<<<<<<<<< * return 0 * cdef int i */ __pyx_t_1 = (__pyx_v_nr == 0); if (__pyx_t_1) { /* "linalg.pxd":47 * cdef inline weight_t max(const weight_t* x, int32_t nr) noexcept nogil: * if nr == 0: * return 0 # <<<<<<<<<<<<<< * cdef int i * cdef weight_t mode = x[0] */ __pyx_r = 0.0; goto __pyx_L0; /* "linalg.pxd":46 * @staticmethod * cdef inline weight_t max(const weight_t* x, int32_t nr) noexcept nogil: * if nr == 0: # <<<<<<<<<<<<<< * return 0 * cdef int i */ } /* "linalg.pxd":49 * return 0 * cdef int i * cdef weight_t mode = x[0] # <<<<<<<<<<<<<< * for i in range(1, nr): * if x[i] > mode: */ __pyx_v_mode = (__pyx_v_x[0]); /* "linalg.pxd":50 * cdef int i * cdef weight_t mode = x[0] * for i in range(1, nr): # <<<<<<<<<<<<<< * if x[i] > mode: * mode = x[i] */ __pyx_t_2 = __pyx_v_nr; __pyx_t_3 = __pyx_t_2; for (__pyx_t_4 = 1; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { __pyx_v_i = __pyx_t_4; /* "linalg.pxd":51 * cdef weight_t mode = x[0] * for i in range(1, nr): * if x[i] > mode: # <<<<<<<<<<<<<< * mode = x[i] * return mode */ __pyx_t_1 = ((__pyx_v_x[__pyx_v_i]) > __pyx_v_mode); if (__pyx_t_1) { /* "linalg.pxd":52 * for i in range(1, nr): * if x[i] > mode: * mode = x[i] # <<<<<<<<<<<<<< * return mode * */ __pyx_v_mode = (__pyx_v_x[__pyx_v_i]); /* "linalg.pxd":51 * cdef weight_t mode = x[0] * for i in range(1, nr): * if x[i] > mode: # <<<<<<<<<<<<<< * mode = x[i] * return mode */ } } /* "linalg.pxd":53 * if x[i] > mode: * mode = x[i] * return mode # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = __pyx_v_mode; goto __pyx_L0; /* "linalg.pxd":44 * return best * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t max(const weight_t* x, int32_t nr) noexcept nogil: * if nr == 0: */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":55 * return mode * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t sum(const weight_t* vec, int32_t nr) noexcept nogil: * cdef int i */ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_sum(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr) { int __pyx_v_i; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_total; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; /* "linalg.pxd":58 * cdef inline weight_t sum(const weight_t* vec, int32_t nr) noexcept nogil: * cdef int i * cdef weight_t total = 0 # <<<<<<<<<<<<<< * for i in range(nr): * total += vec[i] */ __pyx_v_total = 0.0; /* "linalg.pxd":59 * cdef int i * cdef weight_t total = 0 * for i in range(nr): # <<<<<<<<<<<<<< * total += vec[i] * return total */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":60 * cdef weight_t total = 0 * for i in range(nr): * total += vec[i] # <<<<<<<<<<<<<< * return total * */ __pyx_v_total = (__pyx_v_total + (__pyx_v_vec[__pyx_v_i])); } /* "linalg.pxd":61 * for i in range(nr): * total += vec[i] * return total # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = __pyx_v_total; goto __pyx_L0; /* "linalg.pxd":55 * return mode * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t sum(const weight_t* vec, int32_t nr) noexcept nogil: * cdef int i */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":63 * return total * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t norm(const weight_t* vec, int32_t nr) noexcept nogil: * cdef weight_t total = 0 */ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_norm(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr) { __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_total; int32_t __pyx_v_i; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r; int32_t __pyx_t_1; int32_t __pyx_t_2; int32_t __pyx_t_3; /* "linalg.pxd":65 * @staticmethod * cdef inline weight_t norm(const weight_t* vec, int32_t nr) noexcept nogil: * cdef weight_t total = 0 # <<<<<<<<<<<<<< * for i in range(nr): * total += vec[i] ** 2 */ __pyx_v_total = 0.0; /* "linalg.pxd":66 * cdef inline weight_t norm(const weight_t* vec, int32_t nr) noexcept nogil: * cdef weight_t total = 0 * for i in range(nr): # <<<<<<<<<<<<<< * total += vec[i] ** 2 * return sqrt(total) */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":67 * cdef weight_t total = 0 * for i in range(nr): * total += vec[i] ** 2 # <<<<<<<<<<<<<< * return sqrt(total) * */ __pyx_v_total = (__pyx_v_total + powf(((__pyx_t_5thinc_8backends_6linalg_weight_t)(__pyx_v_vec[__pyx_v_i])), 2.0)); } /* "linalg.pxd":68 * for i in range(nr): * total += vec[i] ** 2 * return sqrt(total) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = sqrt(__pyx_v_total); goto __pyx_L0; /* "linalg.pxd":63 * return total * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t norm(const weight_t* vec, int32_t nr) noexcept nogil: * cdef weight_t total = 0 */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":70 * return sqrt(total) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add(weight_t* output, const weight_t* x, * weight_t inc, int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr) { /* "linalg.pxd":73 * cdef inline void add(weight_t* output, const weight_t* x, * weight_t inc, int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * Vec.add_i(output, inc, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":74 * weight_t inc, int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) * Vec.add_i(output, inc, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_v_output, __pyx_v_inc, __pyx_v_nr); /* "linalg.pxd":70 * return sqrt(total) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add(weight_t* output, const weight_t* x, * weight_t inc, int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":76 * Vec.add_i(output, inc, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_i(weight_t* vec, weight_t inc, int32_t nr) noexcept nogil: * cdef int i */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_inc, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":79 * cdef inline void add_i(weight_t* vec, weight_t inc, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * vec[i] += inc * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":80 * cdef int i * for i in range(nr): * vec[i] += inc # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; (__pyx_v_vec[__pyx_t_4]) = ((__pyx_v_vec[__pyx_t_4]) + __pyx_v_inc); } /* "linalg.pxd":76 * Vec.add_i(output, inc, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_i(weight_t* vec, weight_t inc, int32_t nr) noexcept nogil: * cdef int i */ /* function exit code */ } /* "linalg.pxd":82 * vec[i] += inc * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) { /* "linalg.pxd":85 * cdef inline void mul(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * Vec.mul_i(output, scal, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":86 * int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) * Vec.mul_i(output, scal, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_v_output, __pyx_v_scal, __pyx_v_nr); /* "linalg.pxd":82 * vec[i] += inc * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":88 * Vec.mul_i(output, scal, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul_i(weight_t* vec, weight_t scal, int32_t nr) noexcept nogil: * cdef int i */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":94 * blis.cy.scalv(BLIS_NO_CONJUGATE, nr, scal, vec, 1) * ELSE: * for i in range(nr): # <<<<<<<<<<<<<< * vec[i] *= scal * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":95 * ELSE: * for i in range(nr): * vec[i] *= scal # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; (__pyx_v_vec[__pyx_t_4]) = ((__pyx_v_vec[__pyx_t_4]) * __pyx_v_scal); } /* "linalg.pxd":88 * Vec.mul_i(output, scal, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul_i(weight_t* vec, weight_t scal, int32_t nr) noexcept nogil: * cdef int i */ /* function exit code */ } /* "linalg.pxd":97 * vec[i] *= scal * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void pow(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) { /* "linalg.pxd":100 * cdef inline void pow(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * Vec.pow_i(output, scal, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":101 * int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) * Vec.pow_i(output, scal, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_v_output, __pyx_v_scal, __pyx_v_nr); /* "linalg.pxd":97 * vec[i] *= scal * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void pow(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":103 * Vec.pow_i(output, scal, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void pow_i(weight_t* vec, const weight_t scal, int32_t nr) noexcept nogil: * cdef int i */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":106 * cdef inline void pow_i(weight_t* vec, const weight_t scal, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * vec[i] **= scal * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":107 * cdef int i * for i in range(nr): * vec[i] **= scal # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; (__pyx_v_vec[__pyx_t_4]) = powf((__pyx_v_vec[__pyx_t_4]), ((__pyx_t_5thinc_8backends_6linalg_weight_t)__pyx_v_scal)); } /* "linalg.pxd":103 * Vec.pow_i(output, scal, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void pow_i(weight_t* vec, const weight_t scal, int32_t nr) noexcept nogil: * cdef int i */ /* function exit code */ } /* "linalg.pxd":109 * vec[i] **= scal * * @staticmethod # <<<<<<<<<<<<<< * @cython.cdivision(True) * cdef inline void div(weight_t* output, const weight_t* vec, weight_t scal, */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scal, int32_t __pyx_v_nr) { /* "linalg.pxd":113 * cdef inline void div(weight_t* output, const weight_t* vec, weight_t scal, * int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * Vec.div_i(output, scal, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":114 * int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) * Vec.div_i(output, scal, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_v_output, __pyx_v_scal, __pyx_v_nr); /* "linalg.pxd":109 * vec[i] **= scal * * @staticmethod # <<<<<<<<<<<<<< * @cython.cdivision(True) * cdef inline void div(weight_t* output, const weight_t* vec, weight_t scal, */ /* function exit code */ } /* "linalg.pxd":116 * Vec.div_i(output, scal, nr) * * @staticmethod # <<<<<<<<<<<<<< * @cython.cdivision(True) * cdef inline void div_i(weight_t* vec, const weight_t scal, int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_div_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, __pyx_t_5thinc_8backends_6linalg_weight_t const __pyx_v_scal, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":120 * cdef inline void div_i(weight_t* vec, const weight_t scal, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * vec[i] /= scal * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":121 * cdef int i * for i in range(nr): * vec[i] /= scal # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; (__pyx_v_vec[__pyx_t_4]) = ((__pyx_v_vec[__pyx_t_4]) / __pyx_v_scal); } /* "linalg.pxd":116 * Vec.div_i(output, scal, nr) * * @staticmethod # <<<<<<<<<<<<<< * @cython.cdivision(True) * cdef inline void div_i(weight_t* vec, const weight_t scal, int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":123 * vec[i] /= scal * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_vec, int32_t __pyx_v_nr) { /* "linalg.pxd":125 * @staticmethod * cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * Vec.exp_i(output, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_vec, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":126 * cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) * Vec.exp_i(output, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_v_output, __pyx_v_nr); /* "linalg.pxd":123 * vec[i] /= scal * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void exp(weight_t* output, const weight_t* vec, int32_t nr) noexcept nogil: * memcpy(output, vec, sizeof(output[0]) * nr) */ /* function exit code */ } /* "linalg.pxd":128 * Vec.exp_i(output, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void exp_i(weight_t* vec, int32_t nr) noexcept nogil: * cdef int i */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_exp_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; /* "linalg.pxd":131 * cdef inline void exp_i(weight_t* vec, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * vec[i] = exp(vec[i]) * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":132 * cdef int i * for i in range(nr): * vec[i] = exp(vec[i]) # <<<<<<<<<<<<<< * * @staticmethod */ (__pyx_v_vec[__pyx_v_i]) = exp((__pyx_v_vec[__pyx_v_i])); } /* "linalg.pxd":128 * Vec.exp_i(output, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void exp_i(weight_t* vec, int32_t nr) noexcept nogil: * cdef int i */ /* function exit code */ } /* "linalg.pxd":134 * vec[i] = exp(vec[i]) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void reciprocal_i(weight_t* vec, int32_t nr) noexcept nogil: * cdef int i */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Vec_reciprocal_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_vec, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; /* "linalg.pxd":137 * cdef inline void reciprocal_i(weight_t* vec, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * vec[i] = 1.0 / vec[i] * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":138 * cdef int i * for i in range(nr): * vec[i] = 1.0 / vec[i] # <<<<<<<<<<<<<< * * @staticmethod */ (__pyx_v_vec[__pyx_v_i]) = (1.0 / (__pyx_v_vec[__pyx_v_i])); } /* "linalg.pxd":134 * vec[i] = exp(vec[i]) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void reciprocal_i(weight_t* vec, int32_t nr) noexcept nogil: * cdef int i */ /* function exit code */ } /* "linalg.pxd":140 * vec[i] = 1.0 / vec[i] * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) noexcept nogil: * cdef weight_t mean = 0. */ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_mean(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim) { __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_mean; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_x; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r; __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_t_1; __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_t_2; __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_t_3; /* "linalg.pxd":142 * @staticmethod * cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) noexcept nogil: * cdef weight_t mean = 0. # <<<<<<<<<<<<<< * for x in X[:nr_dim]: * mean += x */ __pyx_v_mean = 0.; /* "linalg.pxd":143 * cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) noexcept nogil: * cdef weight_t mean = 0. * for x in X[:nr_dim]: # <<<<<<<<<<<<<< * mean += x * return mean / nr_dim */ __pyx_t_2 = (__pyx_v_X + __pyx_v_nr_dim); for (__pyx_t_3 = __pyx_v_X; __pyx_t_3 < __pyx_t_2; __pyx_t_3++) { __pyx_t_1 = __pyx_t_3; __pyx_v_x = (__pyx_t_1[0]); /* "linalg.pxd":144 * cdef weight_t mean = 0. * for x in X[:nr_dim]: * mean += x # <<<<<<<<<<<<<< * return mean / nr_dim * */ __pyx_v_mean = (__pyx_v_mean + __pyx_v_x); } /* "linalg.pxd":145 * for x in X[:nr_dim]: * mean += x * return mean / nr_dim # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = (__pyx_v_mean / __pyx_v_nr_dim); goto __pyx_L0; /* "linalg.pxd":140 * vec[i] = 1.0 / vec[i] * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t mean(const weight_t* X, int32_t nr_dim) noexcept nogil: * cdef weight_t mean = 0. */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":147 * return mean / nr_dim * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t variance(const weight_t* X, int32_t nr_dim) noexcept nogil: * # See https://www.johndcook.com/blog/standard_deviation/ */ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_3Vec_variance(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_X, int32_t __pyx_v_nr_dim) { double __pyx_v_m; double __pyx_v_v; long __pyx_v_i; double __pyx_v_diff; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r; int32_t __pyx_t_1; int32_t __pyx_t_2; long __pyx_t_3; /* "linalg.pxd":150 * cdef inline weight_t variance(const weight_t* X, int32_t nr_dim) noexcept nogil: * # See https://www.johndcook.com/blog/standard_deviation/ * cdef double m = X[0] # <<<<<<<<<<<<<< * cdef double v = 0. * for i in range(1, nr_dim): */ __pyx_v_m = (__pyx_v_X[0]); /* "linalg.pxd":151 * # See https://www.johndcook.com/blog/standard_deviation/ * cdef double m = X[0] * cdef double v = 0. # <<<<<<<<<<<<<< * for i in range(1, nr_dim): * diff = X[i]-m */ __pyx_v_v = 0.; /* "linalg.pxd":152 * cdef double m = X[0] * cdef double v = 0. * for i in range(1, nr_dim): # <<<<<<<<<<<<<< * diff = X[i]-m * m += diff / (i+1) */ __pyx_t_1 = __pyx_v_nr_dim; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 1; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":153 * cdef double v = 0. * for i in range(1, nr_dim): * diff = X[i]-m # <<<<<<<<<<<<<< * m += diff / (i+1) * v += diff * (X[i] - m) */ __pyx_v_diff = ((__pyx_v_X[__pyx_v_i]) - __pyx_v_m); /* "linalg.pxd":154 * for i in range(1, nr_dim): * diff = X[i]-m * m += diff / (i+1) # <<<<<<<<<<<<<< * v += diff * (X[i] - m) * return v / nr_dim */ __pyx_v_m = (__pyx_v_m + (__pyx_v_diff / (__pyx_v_i + 1))); /* "linalg.pxd":155 * diff = X[i]-m * m += diff / (i+1) * v += diff * (X[i] - m) # <<<<<<<<<<<<<< * return v / nr_dim * */ __pyx_v_v = (__pyx_v_v + (__pyx_v_diff * ((__pyx_v_X[__pyx_v_i]) - __pyx_v_m))); } /* "linalg.pxd":156 * m += diff / (i+1) * v += diff * (X[i] - m) * return v / nr_dim # <<<<<<<<<<<<<< * * */ __pyx_r = (__pyx_v_v / __pyx_v_nr_dim); goto __pyx_L0; /* "linalg.pxd":147 * return mean / nr_dim * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t variance(const weight_t* X, int32_t nr_dim) noexcept nogil: * # See https://www.johndcook.com/blog/standard_deviation/ */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":160 * * cdef class VecVec: * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add(weight_t* output, * const weight_t* x, */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr) { /* "linalg.pxd":166 * weight_t scale, * int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * VecVec.add_i(output, y, scale, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":167 * int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) * VecVec.add_i(output, y, scale, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_v_output, __pyx_v_y, __pyx_v_scale, __pyx_v_nr); /* "linalg.pxd":160 * * cdef class VecVec: * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add(weight_t* output, * const weight_t* x, */ /* function exit code */ } /* "linalg.pxd":169 * VecVec.add_i(output, y, scale, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_i(weight_t* x, * const weight_t* y, */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":178 * blis.cy.axpyv(BLIS_NO_CONJUGATE, nr, scale, y, 1, x, 1) * ELSE: * for i in range(nr): # <<<<<<<<<<<<<< * x[i] += y[i] * scale * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":179 * ELSE: * for i in range(nr): * x[i] += y[i] * scale # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; (__pyx_v_x[__pyx_t_4]) = ((__pyx_v_x[__pyx_t_4]) + ((__pyx_v_y[__pyx_v_i]) * __pyx_v_scale)); } /* "linalg.pxd":169 * VecVec.add_i(output, y, scale, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_i(weight_t* x, * const weight_t* y, */ /* function exit code */ } /* "linalg.pxd":181 * x[i] += y[i] * scale * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void batch_add_i(weight_t* x, * const weight_t* y, */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_batch_add_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_scale, int32_t __pyx_v_nr, int32_t __pyx_v_nr_batch) { CYTHON_UNUSED int __pyx_v__; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; /* "linalg.pxd":188 * # For fixed x, matrix of y * cdef int i, _ * for _ in range(nr_batch): # <<<<<<<<<<<<<< * VecVec.add_i(x, * y, scale, nr) */ __pyx_t_1 = __pyx_v_nr_batch; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v__ = __pyx_t_3; /* "linalg.pxd":189 * cdef int i, _ * for _ in range(nr_batch): * VecVec.add_i(x, # <<<<<<<<<<<<<< * y, scale, nr) * y += nr */ __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_v_x, __pyx_v_y, __pyx_v_scale, __pyx_v_nr); /* "linalg.pxd":191 * VecVec.add_i(x, * y, scale, nr) * y += nr # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_v_y = (__pyx_v_y + __pyx_v_nr); } /* "linalg.pxd":181 * x[i] += y[i] * scale * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void batch_add_i(weight_t* x, * const weight_t* y, */ /* function exit code */ } /* "linalg.pxd":193 * y += nr * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_pow(weight_t* output, * const weight_t* x, const weight_t* y, weight_t power, int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr) { /* "linalg.pxd":196 * cdef inline void add_pow(weight_t* output, * const weight_t* x, const weight_t* y, weight_t power, int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * VecVec.add_pow_i(output, y, power, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":197 * const weight_t* x, const weight_t* y, weight_t power, int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) * VecVec.add_pow_i(output, y, power, nr) # <<<<<<<<<<<<<< * * */ __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_v_output, __pyx_v_y, __pyx_v_power, __pyx_v_nr); /* "linalg.pxd":193 * y += nr * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_pow(weight_t* output, * const weight_t* x, const weight_t* y, weight_t power, int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":200 * * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_pow_i(weight_t* x, * const weight_t* y, weight_t power, int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_add_pow_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_power, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; double __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; PyGILState_STATE __pyx_gilstate_save; /* "linalg.pxd":204 * const weight_t* y, weight_t power, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * x[i] += y[i] ** power * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":205 * cdef int i * for i in range(nr): * x[i] += y[i] ** power # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; __pyx_t_5 = __Pyx_SoftComplexToDouble(__Pyx_c_sum_double(__pyx_t_double_complex_from_parts((__pyx_v_x[__pyx_t_4]), 0), __Pyx_c_pow_double(__pyx_t_double_complex_from_parts((__pyx_v_y[__pyx_v_i]), 0), __pyx_t_double_complex_from_parts(__pyx_v_power, 0))), 2); if (unlikely(__pyx_t_5 == ((double)-1) && __Pyx_ErrOccurredWithGIL())) __PYX_ERR(3, 205, __pyx_L1_error) (__pyx_v_x[__pyx_t_4]) = __pyx_t_5; } /* "linalg.pxd":200 * * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void add_pow_i(weight_t* x, * const weight_t* y, weight_t power, int32_t nr) noexcept nogil: */ /* function exit code */ goto __pyx_L0; __pyx_L1_error:; __pyx_gilstate_save = __Pyx_PyGILState_Ensure(); __Pyx_WriteUnraisable("thinc.backends.linalg.VecVec.add_pow_i", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0); __Pyx_PyGILState_Release(__pyx_gilstate_save); __pyx_L0:; } /* "linalg.pxd":207 * x[i] += y[i] ** power * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul(weight_t* output, * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_output, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr) { /* "linalg.pxd":210 * cdef inline void mul(weight_t* output, * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) # <<<<<<<<<<<<<< * VecVec.mul_i(output, y, nr) * */ (void)(memcpy(__pyx_v_output, __pyx_v_x, ((sizeof((__pyx_v_output[0]))) * __pyx_v_nr))); /* "linalg.pxd":211 * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: * memcpy(output, x, sizeof(output[0]) * nr) * VecVec.mul_i(output, y, nr) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_v_output, __pyx_v_y, __pyx_v_nr); /* "linalg.pxd":207 * x[i] += y[i] ** power * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul(weight_t* output, * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":213 * VecVec.mul_i(output, y, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul_i(weight_t* x, * const weight_t* y, int32_t nr) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_6VecVec_mul_i(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr) { int __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; int __pyx_t_4; /* "linalg.pxd":217 * const weight_t* y, int32_t nr) noexcept nogil: * cdef int i * for i in range(nr): # <<<<<<<<<<<<<< * x[i] *= y[i] * */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":218 * cdef int i * for i in range(nr): * x[i] *= y[i] # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_t_4 = __pyx_v_i; (__pyx_v_x[__pyx_t_4]) = ((__pyx_v_x[__pyx_t_4]) * (__pyx_v_y[__pyx_v_i])); } /* "linalg.pxd":213 * VecVec.mul_i(output, y, nr) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mul_i(weight_t* x, * const weight_t* y, int32_t nr) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":220 * x[i] *= y[i] * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t dot( * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: */ static CYTHON_INLINE __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_f_5thinc_8backends_6linalg_6VecVec_dot(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_x, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_y, int32_t __pyx_v_nr) { int __pyx_v_i; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_total; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_r; int32_t __pyx_t_1; int32_t __pyx_t_2; int __pyx_t_3; /* "linalg.pxd":224 * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: * cdef int i * cdef weight_t total = 0 # <<<<<<<<<<<<<< * for i in range(nr): * total += x[i] * y[i] */ __pyx_v_total = 0.0; /* "linalg.pxd":225 * cdef int i * cdef weight_t total = 0 * for i in range(nr): # <<<<<<<<<<<<<< * total += x[i] * y[i] * return total */ __pyx_t_1 = __pyx_v_nr; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":226 * cdef weight_t total = 0 * for i in range(nr): * total += x[i] * y[i] # <<<<<<<<<<<<<< * return total * */ __pyx_v_total = (__pyx_v_total + ((__pyx_v_x[__pyx_v_i]) * (__pyx_v_y[__pyx_v_i]))); } /* "linalg.pxd":227 * for i in range(nr): * total += x[i] * y[i] * return total # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = __pyx_v_total; goto __pyx_L0; /* "linalg.pxd":220 * x[i] *= y[i] * * @staticmethod # <<<<<<<<<<<<<< * cdef inline weight_t dot( * const weight_t* x, const weight_t* y, int32_t nr) noexcept nogil: */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":229 * return total * * @staticmethod # <<<<<<<<<<<<<< * cdef inline int arg_max_if_true( * const weight_t* scores, const int* is_valid, const int n_classes) noexcept nogil: */ static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_true(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, int const *__pyx_v_is_valid, int const __pyx_v_n_classes) { int __pyx_v_i; int __pyx_v_best; int __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; int __pyx_t_5; /* "linalg.pxd":233 * const weight_t* scores, const int* is_valid, const int n_classes) noexcept nogil: * cdef int i * cdef int best = -1 # <<<<<<<<<<<<<< * for i in range(n_classes): * if is_valid[i] and (best == -1 or scores[i] > scores[best]): */ __pyx_v_best = -1; /* "linalg.pxd":234 * cdef int i * cdef int best = -1 * for i in range(n_classes): # <<<<<<<<<<<<<< * if is_valid[i] and (best == -1 or scores[i] > scores[best]): * best = i */ __pyx_t_1 = __pyx_v_n_classes; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":235 * cdef int best = -1 * for i in range(n_classes): * if is_valid[i] and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<< * best = i * return best */ __pyx_t_5 = ((__pyx_v_is_valid[__pyx_v_i]) != 0); if (__pyx_t_5) { } else { __pyx_t_4 = __pyx_t_5; goto __pyx_L6_bool_binop_done; } __pyx_t_5 = (__pyx_v_best == -1L); if (!__pyx_t_5) { } else { __pyx_t_4 = __pyx_t_5; goto __pyx_L6_bool_binop_done; } __pyx_t_5 = ((__pyx_v_scores[__pyx_v_i]) > (__pyx_v_scores[__pyx_v_best])); __pyx_t_4 = __pyx_t_5; __pyx_L6_bool_binop_done:; if (__pyx_t_4) { /* "linalg.pxd":236 * for i in range(n_classes): * if is_valid[i] and (best == -1 or scores[i] > scores[best]): * best = i # <<<<<<<<<<<<<< * return best * */ __pyx_v_best = __pyx_v_i; /* "linalg.pxd":235 * cdef int best = -1 * for i in range(n_classes): * if is_valid[i] and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<< * best = i * return best */ } } /* "linalg.pxd":237 * if is_valid[i] and (best == -1 or scores[i] > scores[best]): * best = i * return best # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_r = __pyx_v_best; goto __pyx_L0; /* "linalg.pxd":229 * return total * * @staticmethod # <<<<<<<<<<<<<< * cdef inline int arg_max_if_true( * const weight_t* scores, const int* is_valid, const int n_classes) noexcept nogil: */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":239 * return best * * @staticmethod # <<<<<<<<<<<<<< * cdef inline int arg_max_if_zero( * const weight_t* scores, const weight_t* costs, const int n_classes) noexcept nogil: */ static CYTHON_INLINE int __pyx_f_5thinc_8backends_6linalg_6VecVec_arg_max_if_zero(__pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_scores, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_costs, int const __pyx_v_n_classes) { int __pyx_v_i; int __pyx_v_best; int __pyx_r; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; int __pyx_t_5; /* "linalg.pxd":243 * const weight_t* scores, const weight_t* costs, const int n_classes) noexcept nogil: * cdef int i * cdef int best = -1 # <<<<<<<<<<<<<< * for i in range(n_classes): * if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): */ __pyx_v_best = -1; /* "linalg.pxd":244 * cdef int i * cdef int best = -1 * for i in range(n_classes): # <<<<<<<<<<<<<< * if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): * best = i */ __pyx_t_1 = __pyx_v_n_classes; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":245 * cdef int best = -1 * for i in range(n_classes): * if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<< * best = i * return best */ __pyx_t_5 = ((__pyx_v_costs[__pyx_v_i]) == 0.0); if (__pyx_t_5) { } else { __pyx_t_4 = __pyx_t_5; goto __pyx_L6_bool_binop_done; } __pyx_t_5 = (__pyx_v_best == -1L); if (!__pyx_t_5) { } else { __pyx_t_4 = __pyx_t_5; goto __pyx_L6_bool_binop_done; } __pyx_t_5 = ((__pyx_v_scores[__pyx_v_i]) > (__pyx_v_scores[__pyx_v_best])); __pyx_t_4 = __pyx_t_5; __pyx_L6_bool_binop_done:; if (__pyx_t_4) { /* "linalg.pxd":246 * for i in range(n_classes): * if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): * best = i # <<<<<<<<<<<<<< * return best * */ __pyx_v_best = __pyx_v_i; /* "linalg.pxd":245 * cdef int best = -1 * for i in range(n_classes): * if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): # <<<<<<<<<<<<<< * best = i * return best */ } } /* "linalg.pxd":247 * if costs[i] == 0 and (best == -1 or scores[i] > scores[best]): * best = i * return best # <<<<<<<<<<<<<< * * */ __pyx_r = __pyx_v_best; goto __pyx_L0; /* "linalg.pxd":239 * return best * * @staticmethod # <<<<<<<<<<<<<< * cdef inline int arg_max_if_zero( * const weight_t* scores, const weight_t* costs, const int n_classes) noexcept nogil: */ /* function exit code */ __pyx_L0:; return __pyx_r; } /* "linalg.pxd":251 * * cdef class Mat: * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mean_row(weight_t* Ex, * const weight_t* mat, int32_t nr_row, int32_t nr_col) noexcept nogil: */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_mean_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Ex, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col) { int32_t __pyx_v_i; int32_t __pyx_t_1; int32_t __pyx_t_2; int32_t __pyx_t_3; /* "linalg.pxd":254 * cdef inline void mean_row(weight_t* Ex, * const weight_t* mat, int32_t nr_row, int32_t nr_col) noexcept nogil: * memset(Ex, 0, sizeof(Ex[0]) * nr_col) # <<<<<<<<<<<<<< * for i in range(nr_row): * VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col) */ (void)(memset(__pyx_v_Ex, 0, ((sizeof((__pyx_v_Ex[0]))) * __pyx_v_nr_col))); /* "linalg.pxd":255 * const weight_t* mat, int32_t nr_row, int32_t nr_col) noexcept nogil: * memset(Ex, 0, sizeof(Ex[0]) * nr_col) * for i in range(nr_row): # <<<<<<<<<<<<<< * VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col) * Vec.mul_i(Ex, 1.0 / nr_row, nr_col) */ __pyx_t_1 = __pyx_v_nr_row; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "linalg.pxd":256 * memset(Ex, 0, sizeof(Ex[0]) * nr_col) * for i in range(nr_row): * VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col) # <<<<<<<<<<<<<< * Vec.mul_i(Ex, 1.0 / nr_row, nr_col) * */ __pyx_f_5thinc_8backends_6linalg_6VecVec_add_i(__pyx_v_Ex, (&(__pyx_v_mat[(__pyx_v_i * __pyx_v_nr_col)])), 1.0, __pyx_v_nr_col); } /* "linalg.pxd":257 * for i in range(nr_row): * VecVec.add_i(Ex, &mat[i * nr_col], 1.0, nr_col) * Vec.mul_i(Ex, 1.0 / nr_row, nr_col) # <<<<<<<<<<<<<< * * @staticmethod */ __pyx_f_5thinc_8backends_6linalg_3Vec_mul_i(__pyx_v_Ex, (1.0 / __pyx_v_nr_row), __pyx_v_nr_col); /* "linalg.pxd":251 * * cdef class Mat: * @staticmethod # <<<<<<<<<<<<<< * cdef inline void mean_row(weight_t* Ex, * const weight_t* mat, int32_t nr_row, int32_t nr_col) noexcept nogil: */ /* function exit code */ } /* "linalg.pxd":259 * Vec.mul_i(Ex, 1.0 / nr_row, nr_col) * * @staticmethod # <<<<<<<<<<<<<< * cdef inline void var_row(weight_t* Vx, * const weight_t* mat, const weight_t* Ex, */ static CYTHON_INLINE void __pyx_f_5thinc_8backends_6linalg_3Mat_var_row(__pyx_t_5thinc_8backends_6linalg_weight_t *__pyx_v_Vx, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_mat, __pyx_t_5thinc_8backends_6linalg_weight_t const *__pyx_v_Ex, int32_t __pyx_v_nr_row, int32_t __pyx_v_nr_col, __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_eps) { __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_sum_; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_sum2; int32_t __pyx_v_i; int32_t __pyx_v_j; __pyx_t_5thinc_8backends_6linalg_weight_t __pyx_v_x; int __pyx_t_1; int __pyx_t_2; int32_t __pyx_t_3; int32_t __pyx_t_4; int32_t __pyx_t_5; int32_t __pyx_t_6; int32_t __pyx_t_7; int32_t __pyx_t_8; /* "linalg.pxd":264 * int32_t nr_row, int32_t nr_col, weight_t eps) noexcept nogil: * # From https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance * if nr_row == 0 or nr_col == 0: # <<<<<<<<<<<<<< * return * cdef weight_t sum_, sum2 */ __pyx_t_2 = (__pyx_v_nr_row == 0); if (!__pyx_t_2) { } else { __pyx_t_1 = __pyx_t_2; goto __pyx_L4_bool_binop_done; } __pyx_t_2 = (__pyx_v_nr_col == 0); __pyx_t_1 = __pyx_t_2; __pyx_L4_bool_binop_done:; if (__pyx_t_1) { /* "linalg.pxd":265 * # From https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance * if nr_row == 0 or nr_col == 0: * return # <<<<<<<<<<<<<< * cdef weight_t sum_, sum2 * for i in range(nr_col): */ goto __pyx_L0; /* "linalg.pxd":264 * int32_t nr_row, int32_t nr_col, weight_t eps) noexcept nogil: * # From https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance * if nr_row == 0 or nr_col == 0: # <<<<<<<<<<<<<< * return * cdef weight_t sum_, sum2 */ } /* "linalg.pxd":267 * return * cdef weight_t sum_, sum2 * for i in range(nr_col): # <<<<<<<<<<<<<< * sum_ = 0.0 * sum2 = 0.0 */ __pyx_t_3 = __pyx_v_nr_col; __pyx_t_4 = __pyx_t_3; for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { __pyx_v_i = __pyx_t_5; /* "linalg.pxd":268 * cdef weight_t sum_, sum2 * for i in range(nr_col): * sum_ = 0.0 # <<<<<<<<<<<<<< * sum2 = 0.0 * for j in range(nr_row): */ __pyx_v_sum_ = 0.0; /* "linalg.pxd":269 * for i in range(nr_col): * sum_ = 0.0 * sum2 = 0.0 # <<<<<<<<<<<<<< * for j in range(nr_row): * x = mat[j * nr_col + i] */ __pyx_v_sum2 = 0.0; /* "linalg.pxd":270 * sum_ = 0.0 * sum2 = 0.0 * for j in range(nr_row): # <<<<<<<<<<<<<< * x = mat[j * nr_col + i] * sum2 += (x - Ex[i]) ** 2 */ __pyx_t_6 = __pyx_v_nr_row; __pyx_t_7 = __pyx_t_6; for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) { __pyx_v_j = __pyx_t_8; /* "linalg.pxd":271 * sum2 = 0.0 * for j in range(nr_row): * x = mat[j * nr_col + i] # <<<<<<<<<<<<<< * sum2 += (x - Ex[i]) ** 2 * sum_ += x - Ex[i] */ __pyx_v_x = (__pyx_v_mat[((__pyx_v_j * __pyx_v_nr_col) + __pyx_v_i)]); /* "linalg.pxd":272 * for j in range(nr_row): * x = mat[j * nr_col + i] * sum2 += (x - Ex[i]) ** 2 # <<<<<<<<<<<<<< * sum_ += x - Ex[i] * Vx[i] = (sum2 - sum_**2 / nr_row) / nr_row */ __pyx_v_sum2 = (__pyx_v_sum2 + powf((__pyx_v_x - (__pyx_v_Ex[__pyx_v_i])), 2.0)); 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} /* "thinc/backends/numpy_ops.pyx":589 * * * @cython.cdivision(True) # <<<<<<<<<<<<<< * cdef void _adam_momentum(weight_t* gradient, weight_t* mom1, weight_t* mom2, * int nr_weight, weight_t beta1, weight_t beta2, weight_t eps, */ /* function exit code */ } /* "thinc/backends/numpy_ops.pyx":627 * * * @cython.cdivision(True) # <<<<<<<<<<<<<< * cdef void cpu_update_averages(weight_t* ema, * const weight_t* weights, int nr_weight, weight_t t, weight_t max_decay) noexcept nogil: */ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_update_averages(__pyx_t_5thinc_8backends_9numpy_ops_weight_t *__pyx_v_ema, __pyx_t_5thinc_8backends_9numpy_ops_weight_t const *__pyx_v_weights, int __pyx_v_nr_weight, __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_t, __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_max_decay) { __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_decay; __pyx_t_5thinc_8backends_9numpy_ops_weight_t __pyx_v_one_minus_decay; int __pyx_v_i; int __pyx_t_1; int __pyx_t_2; 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int __pyx_v_g; long __pyx_v_end; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; int __pyx_t_4; long __pyx_t_5; /* "thinc/backends/numpy_ops.pyx":1048 * # stride here? Surely something to do with cache lines would make more sense? * cdef int i, b, g * g = 0 # <<<<<<<<<<<<<< * for b in range(B): * g = b * N * 4 */ __pyx_v_g = 0; /* "thinc/backends/numpy_ops.pyx":1049 * cdef int i, b, g * g = 0 * for b in range(B): # <<<<<<<<<<<<<< * g = b * N * 4 * end = g + N*4 */ __pyx_t_1 = __pyx_v_B; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_b = __pyx_t_3; /* "thinc/backends/numpy_ops.pyx":1050 * g = 0 * for b in range(B): * g = b * N * 4 # <<<<<<<<<<<<<< * end = g + N*4 * while g < end: */ __pyx_v_g = ((__pyx_v_b * __pyx_v_N) * 4); /* "thinc/backends/numpy_ops.pyx":1051 * for b in range(B): * g = b * N * 4 * end = g + N*4 # <<<<<<<<<<<<<< * while g < end: * gates[g+0] = expf(-gates[g+0]) */ __pyx_v_end = (__pyx_v_g + (__pyx_v_N * 4)); /* "thinc/backends/numpy_ops.pyx":1052 * g = b * N * 4 * end = g + N*4 * while g < end: # <<<<<<<<<<<<<< * gates[g+0] = expf(-gates[g+0]) * gates[g+1] = expf(-gates[g+1]) */ while (1) { __pyx_t_4 = (__pyx_v_g < __pyx_v_end); if (!__pyx_t_4) break; /* "thinc/backends/numpy_ops.pyx":1053 * end = g + N*4 * while g < end: * gates[g+0] = expf(-gates[g+0]) # <<<<<<<<<<<<<< * gates[g+1] = expf(-gates[g+1]) * gates[g+2] = expf(-gates[g+2]) */ (__pyx_v_gates[(__pyx_v_g + 0)]) = expf((-(__pyx_v_gates[(__pyx_v_g + 0)]))); /* "thinc/backends/numpy_ops.pyx":1054 * while g < end: * gates[g+0] = expf(-gates[g+0]) * gates[g+1] = expf(-gates[g+1]) # <<<<<<<<<<<<<< * gates[g+2] = expf(-gates[g+2]) * g += 4 */ (__pyx_v_gates[(__pyx_v_g + 1)]) = expf((-(__pyx_v_gates[(__pyx_v_g + 1)]))); /* "thinc/backends/numpy_ops.pyx":1055 * gates[g+0] = expf(-gates[g+0]) * gates[g+1] = expf(-gates[g+1]) * gates[g+2] = expf(-gates[g+2]) # <<<<<<<<<<<<<< * g += 4 * g = b * N * 4 */ (__pyx_v_gates[(__pyx_v_g + 2)]) = expf((-(__pyx_v_gates[(__pyx_v_g + 2)]))); /* "thinc/backends/numpy_ops.pyx":1056 * gates[g+1] = expf(-gates[g+1]) * gates[g+2] = expf(-gates[g+2]) * g += 4 # <<<<<<<<<<<<<< * g = b * N * 4 * while g < end: */ __pyx_v_g = (__pyx_v_g + 4); } /* "thinc/backends/numpy_ops.pyx":1057 * gates[g+2] = expf(-gates[g+2]) * g += 4 * g = b * N * 4 # <<<<<<<<<<<<<< * while g < end: * gates[g+0] += 1 */ __pyx_v_g = ((__pyx_v_b * __pyx_v_N) * 4); /* "thinc/backends/numpy_ops.pyx":1058 * g += 4 * g = b * N * 4 * while g < end: # <<<<<<<<<<<<<< * gates[g+0] += 1 * gates[g+1] += 1 */ while (1) { __pyx_t_4 = (__pyx_v_g < __pyx_v_end); if (!__pyx_t_4) break; /* "thinc/backends/numpy_ops.pyx":1059 * g = b * N * 4 * while g < end: * gates[g+0] += 1 # <<<<<<<<<<<<<< * gates[g+1] += 1 * gates[g+2] += 1 */ __pyx_t_5 = (__pyx_v_g + 0); (__pyx_v_gates[__pyx_t_5]) = ((__pyx_v_gates[__pyx_t_5]) + 1.0); /* "thinc/backends/numpy_ops.pyx":1060 * while g < end: * gates[g+0] += 1 * gates[g+1] += 1 # <<<<<<<<<<<<<< * gates[g+2] += 1 * g += 4 */ __pyx_t_5 = (__pyx_v_g + 1); (__pyx_v_gates[__pyx_t_5]) = ((__pyx_v_gates[__pyx_t_5]) + 1.0); /* "thinc/backends/numpy_ops.pyx":1061 * gates[g+0] += 1 * gates[g+1] += 1 * gates[g+2] += 1 # <<<<<<<<<<<<<< * g += 4 * g = b * N * 4 */ __pyx_t_5 = (__pyx_v_g + 2); (__pyx_v_gates[__pyx_t_5]) = ((__pyx_v_gates[__pyx_t_5]) + 1.0); /* "thinc/backends/numpy_ops.pyx":1062 * gates[g+1] += 1 * gates[g+2] += 1 * g += 4 # <<<<<<<<<<<<<< * g = b * N * 4 * while g < end: */ __pyx_v_g = (__pyx_v_g + 4); } /* "thinc/backends/numpy_ops.pyx":1063 * gates[g+2] += 1 * g += 4 * g = b * N * 4 # <<<<<<<<<<<<<< * while g < end: * gates[g+0] = 1.0 / gates[g+0] */ __pyx_v_g = ((__pyx_v_b * __pyx_v_N) * 4); /* "thinc/backends/numpy_ops.pyx":1064 * g += 4 * g = b * N * 4 * while g < end: # <<<<<<<<<<<<<< * gates[g+0] = 1.0 / gates[g+0] * gates[g+1] = 1.0 / gates[g+1] */ while (1) { __pyx_t_4 = (__pyx_v_g < __pyx_v_end); if (!__pyx_t_4) break; /* "thinc/backends/numpy_ops.pyx":1065 * g = b * N * 4 * while g < end: * gates[g+0] = 1.0 / gates[g+0] # <<<<<<<<<<<<<< * gates[g+1] = 1.0 / gates[g+1] * gates[g+2] = 1.0 / gates[g+2] */ (__pyx_v_gates[(__pyx_v_g + 0)]) = (1.0 / (__pyx_v_gates[(__pyx_v_g + 0)])); /* "thinc/backends/numpy_ops.pyx":1066 * while g < end: * gates[g+0] = 1.0 / gates[g+0] * gates[g+1] = 1.0 / gates[g+1] # <<<<<<<<<<<<<< * gates[g+2] = 1.0 / gates[g+2] * g += 4 */ (__pyx_v_gates[(__pyx_v_g + 1)]) = (1.0 / (__pyx_v_gates[(__pyx_v_g + 1)])); /* "thinc/backends/numpy_ops.pyx":1067 * gates[g+0] = 1.0 / gates[g+0] * gates[g+1] = 1.0 / gates[g+1] * gates[g+2] = 1.0 / gates[g+2] # <<<<<<<<<<<<<< * g += 4 * g = b * N * 4 */ (__pyx_v_gates[(__pyx_v_g + 2)]) = (1.0 / (__pyx_v_gates[(__pyx_v_g + 2)])); /* "thinc/backends/numpy_ops.pyx":1068 * gates[g+1] = 1.0 / gates[g+1] * gates[g+2] = 1.0 / gates[g+2] * g += 4 # <<<<<<<<<<<<<< * g = b * N * 4 * while g < end: */ __pyx_v_g = (__pyx_v_g + 4); } /* "thinc/backends/numpy_ops.pyx":1069 * gates[g+2] = 1.0 / gates[g+2] * g += 4 * g = b * N * 4 # <<<<<<<<<<<<<< * while g < end: * gates[g+3] = tanhf(gates[g+3]) */ __pyx_v_g = ((__pyx_v_b * __pyx_v_N) * 4); /* "thinc/backends/numpy_ops.pyx":1070 * g += 4 * g = b * N * 4 * while g < end: # <<<<<<<<<<<<<< * gates[g+3] = tanhf(gates[g+3]) * g += 4 */ while (1) { __pyx_t_4 = (__pyx_v_g < __pyx_v_end); if (!__pyx_t_4) break; /* "thinc/backends/numpy_ops.pyx":1071 * g = b * N * 4 * while g < end: * gates[g+3] = tanhf(gates[g+3]) # <<<<<<<<<<<<<< * g += 4 * */ (__pyx_v_gates[(__pyx_v_g + 3)]) = tanhf((__pyx_v_gates[(__pyx_v_g + 3)])); /* "thinc/backends/numpy_ops.pyx":1072 * while g < end: * gates[g+3] = tanhf(gates[g+3]) * g += 4 # <<<<<<<<<<<<<< * * */ __pyx_v_g = (__pyx_v_g + 4); } } /* "thinc/backends/numpy_ops.pyx":1029 * * * cdef void cpu_lstm_activate_fwd(float* gates, int B, int N) noexcept nogil: # <<<<<<<<<<<<<< * """Apply sigmoid activation in-place to columns 0, 1, 2 and tanh to column 3. * The data is assumed to have the gates in the last dimension. */ /* function exit code */ } /* "thinc/backends/numpy_ops.pyx":1075 * * * cdef void cpu_lstm_gates_fwd(float* hiddens, float* cells, # <<<<<<<<<<<<<< * const float* gates, const float* prevcells, int B, int N) noexcept nogil: * cdef float hf, hi, ho, hc, ct2, ct3 */ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_lstm_gates_fwd(float *__pyx_v_hiddens, float *__pyx_v_cells, float const *__pyx_v_gates, float const *__pyx_v_prevcells, int __pyx_v_B, int __pyx_v_N) { float __pyx_v_hf; float __pyx_v_hi; float __pyx_v_ho; float __pyx_v_hc; float __pyx_v_ct2; float __pyx_v_ct3; int __pyx_v_g; int __pyx_v_c; int __pyx_v_h; int __pyx_t_1; /* "thinc/backends/numpy_ops.pyx":1079 * cdef float hf, hi, ho, hc, ct2, ct3 * cdef int i, b, g, c, h * g = 0 # <<<<<<<<<<<<<< * c = 0 * h = 0 */ __pyx_v_g = 0; /* "thinc/backends/numpy_ops.pyx":1080 * cdef int i, b, g, c, h * g = 0 * c = 0 # <<<<<<<<<<<<<< * h = 0 * while g < B*N*4: */ __pyx_v_c = 0; /* "thinc/backends/numpy_ops.pyx":1081 * g = 0 * c = 0 * h = 0 # <<<<<<<<<<<<<< * while g < B*N*4: * hf = gates[g+0] */ __pyx_v_h = 0; /* "thinc/backends/numpy_ops.pyx":1082 * c = 0 * h = 0 * while g < B*N*4: # <<<<<<<<<<<<<< * hf = gates[g+0] * hi = gates[g+1] */ while (1) { __pyx_t_1 = (__pyx_v_g < ((__pyx_v_B * __pyx_v_N) * 4)); if (!__pyx_t_1) break; /* "thinc/backends/numpy_ops.pyx":1083 * h = 0 * while g < B*N*4: * hf = gates[g+0] # <<<<<<<<<<<<<< * hi = gates[g+1] * ho = gates[g+2] */ __pyx_v_hf = (__pyx_v_gates[(__pyx_v_g + 0)]); /* "thinc/backends/numpy_ops.pyx":1084 * while g < B*N*4: * hf = gates[g+0] * hi = gates[g+1] # <<<<<<<<<<<<<< * ho = gates[g+2] * hc = gates[g+3] */ __pyx_v_hi = (__pyx_v_gates[(__pyx_v_g + 1)]); /* "thinc/backends/numpy_ops.pyx":1085 * hf = gates[g+0] * hi = gates[g+1] * ho = gates[g+2] # <<<<<<<<<<<<<< * hc = gates[g+3] * ct2 = prevcells[c] */ __pyx_v_ho = (__pyx_v_gates[(__pyx_v_g + 2)]); /* "thinc/backends/numpy_ops.pyx":1086 * hi = gates[g+1] * ho = gates[g+2] * hc = gates[g+3] # <<<<<<<<<<<<<< * ct2 = prevcells[c] * ct3 = hf * ct2 + hi * hc */ __pyx_v_hc = (__pyx_v_gates[(__pyx_v_g + 3)]); /* "thinc/backends/numpy_ops.pyx":1087 * ho = gates[g+2] * hc = gates[g+3] * ct2 = prevcells[c] # <<<<<<<<<<<<<< * ct3 = hf * ct2 + hi * hc * hiddens[h] = tanhf(ct3) * ho */ __pyx_v_ct2 = (__pyx_v_prevcells[__pyx_v_c]); /* "thinc/backends/numpy_ops.pyx":1088 * hc = gates[g+3] * ct2 = prevcells[c] * ct3 = hf * ct2 + hi * hc # <<<<<<<<<<<<<< * hiddens[h] = tanhf(ct3) * ho * cells[c] = ct3 */ __pyx_v_ct3 = ((__pyx_v_hf * __pyx_v_ct2) + (__pyx_v_hi * __pyx_v_hc)); /* "thinc/backends/numpy_ops.pyx":1089 * ct2 = prevcells[c] * ct3 = hf * ct2 + hi * hc * hiddens[h] = tanhf(ct3) * ho # <<<<<<<<<<<<<< * cells[c] = ct3 * g += 4 */ (__pyx_v_hiddens[__pyx_v_h]) = (tanhf(__pyx_v_ct3) * __pyx_v_ho); /* "thinc/backends/numpy_ops.pyx":1090 * ct3 = hf * ct2 + hi * hc * hiddens[h] = tanhf(ct3) * ho * cells[c] = ct3 # <<<<<<<<<<<<<< * g += 4 * c += 1 */ (__pyx_v_cells[__pyx_v_c]) = __pyx_v_ct3; /* "thinc/backends/numpy_ops.pyx":1091 * hiddens[h] = tanhf(ct3) * ho * cells[c] = ct3 * g += 4 # <<<<<<<<<<<<<< * c += 1 * h += 1 */ __pyx_v_g = (__pyx_v_g + 4); /* "thinc/backends/numpy_ops.pyx":1092 * cells[c] = ct3 * g += 4 * c += 1 # <<<<<<<<<<<<<< * h += 1 * */ __pyx_v_c = (__pyx_v_c + 1); /* "thinc/backends/numpy_ops.pyx":1093 * g += 4 * c += 1 * h += 1 # <<<<<<<<<<<<<< * * */ __pyx_v_h = (__pyx_v_h + 1); } /* "thinc/backends/numpy_ops.pyx":1075 * * * cdef void cpu_lstm_gates_fwd(float* hiddens, float* cells, # <<<<<<<<<<<<<< * const float* gates, const float* prevcells, int B, int N) noexcept nogil: * cdef float hf, hi, ho, hc, ct2, ct3 */ /* function exit code */ } /* "thinc/backends/numpy_ops.pyx":1096 * * * cdef void cpu_lstm_gates_bwd( # <<<<<<<<<<<<<< * float* dGt3, * float* dCt2, */ static void __pyx_f_5thinc_8backends_9numpy_ops_cpu_lstm_gates_bwd(float *__pyx_v_dGt3, float *__pyx_v_dCt2, float const *__pyx_v_dYt3, float const *__pyx_v_dCt3, float const *__pyx_v_Gt3, float const *__pyx_v_Ct3, float const *__pyx_v_Ct2, int __pyx_v_N) { int __pyx_v_i; float __pyx_v_ct2; float __pyx_v_ct3; float __pyx_v_hf; float __pyx_v_hi; float __pyx_v_ho; float __pyx_v_hc; float __pyx_v_tanh_ct3; float __pyx_v_d_ho; float __pyx_v_d_tanh_ct3; float __pyx_v_dct3; float __pyx_v_d_hi; float __pyx_v_d_hc; float __pyx_v_d_hf; float __pyx_v_dyt3; int __pyx_t_1; int __pyx_t_2; int __pyx_t_3; /* "thinc/backends/numpy_ops.pyx":1109 * cdef float ct2, ct3, hf, hi, ho, hc, tanh_ct3 * cdef float d_ho, d_tanh_ct3, dct3, d_hi, d_hc, d_hf * for i in range(N): # <<<<<<<<<<<<<< * ct2 = Ct2[i] * ct3 = Ct3[i] */ __pyx_t_1 = __pyx_v_N; __pyx_t_2 = __pyx_t_1; for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { __pyx_v_i = __pyx_t_3; /* "thinc/backends/numpy_ops.pyx":1110 * cdef float d_ho, d_tanh_ct3, dct3, d_hi, d_hc, d_hf * for i in range(N): * ct2 = Ct2[i] # <<<<<<<<<<<<<< * ct3 = Ct3[i] * dct3 = dCt3[i] */ __pyx_v_ct2 = (__pyx_v_Ct2[__pyx_v_i]); /* "thinc/backends/numpy_ops.pyx":1111 * for i in range(N): * ct2 = Ct2[i] * ct3 = Ct3[i] # <<<<<<<<<<<<<< * dct3 = dCt3[i] * dyt3 = dYt3[i] */ __pyx_v_ct3 = (__pyx_v_Ct3[__pyx_v_i]); /* "thinc/backends/numpy_ops.pyx":1112 * ct2 = Ct2[i] * ct3 = Ct3[i] * dct3 = dCt3[i] # <<<<<<<<<<<<<< * dyt3 = dYt3[i] * hf = Gt3[i*4+0] */ __pyx_v_dct3 = (__pyx_v_dCt3[__pyx_v_i]); /* "thinc/backends/numpy_ops.pyx":1113 * ct3 = Ct3[i] * dct3 = dCt3[i] * dyt3 = dYt3[i] # <<<<<<<<<<<<<< * hf = Gt3[i*4+0] * hi = Gt3[i*4+1] */ __pyx_v_dyt3 = (__pyx_v_dYt3[__pyx_v_i]); /* "thinc/backends/numpy_ops.pyx":1114 * dct3 = dCt3[i] * dyt3 = dYt3[i] * hf = Gt3[i*4+0] # <<<<<<<<<<<<<< * hi = Gt3[i*4+1] * ho = Gt3[i*4+2] */ __pyx_v_hf = (__pyx_v_Gt3[((__pyx_v_i * 4) + 0)]); /* "thinc/backends/numpy_ops.pyx":1115 * dyt3 = dYt3[i] * hf = Gt3[i*4+0] * hi = Gt3[i*4+1] # <<<<<<<<<<<<<< * ho = Gt3[i*4+2] * hc = Gt3[i*4+3] */ __pyx_v_hi = (__pyx_v_Gt3[((__pyx_v_i * 4) + 1)]); /* "thinc/backends/numpy_ops.pyx":1116 * hf = Gt3[i*4+0] * hi = Gt3[i*4+1] * ho = Gt3[i*4+2] # <<<<<<<<<<<<<< * hc = Gt3[i*4+3] * */ __pyx_v_ho = (__pyx_v_Gt3[((__pyx_v_i * 4) + 2)]); /* "thinc/backends/numpy_ops.pyx":1117 * hi = Gt3[i*4+1] * ho = Gt3[i*4+2] * hc = Gt3[i*4+3] # <<<<<<<<<<<<<< * * tanh_ct3 = tanhf(ct3) */ __pyx_v_hc = (__pyx_v_Gt3[((__pyx_v_i * 4) + 3)]); /* "thinc/backends/numpy_ops.pyx":1119 * hc = Gt3[i*4+3] * * tanh_ct3 = tanhf(ct3) # <<<<<<<<<<<<<< * # 3b: Yt3 = tanhCt3 * ho * d_ho = dyt3 * tanh_ct3 */ __pyx_v_tanh_ct3 = tanhf(__pyx_v_ct3); /* "thinc/backends/numpy_ops.pyx":1121 * tanh_ct3 = tanhf(ct3) * # 3b: Yt3 = tanhCt3 * ho * d_ho = dyt3 * tanh_ct3 # <<<<<<<<<<<<<< * d_tanh_ct3 = dyt3 * ho * # 3a: tanhCt3 = tanh(Ct3) */ __pyx_v_d_ho = (__pyx_v_dyt3 * __pyx_v_tanh_ct3); /* "thinc/backends/numpy_ops.pyx":1122 * # 3b: Yt3 = tanhCt3 * ho * d_ho = dyt3 * tanh_ct3 * d_tanh_ct3 = dyt3 * ho # <<<<<<<<<<<<<< * # 3a: tanhCt3 = tanh(Ct3) * dct3 += d_tanh_ct3 * dtanh(tanh_ct3) */ __pyx_v_d_tanh_ct3 = (__pyx_v_dyt3 * __pyx_v_ho); /* "thinc/backends/numpy_ops.pyx":1124 * d_tanh_ct3 = dyt3 * ho * # 3a: tanhCt3 = tanh(Ct3) * dct3 += d_tanh_ct3 * dtanh(tanh_ct3) # <<<<<<<<<<<<<< * # 2b: Ct3 += hi * hc * d_hi = dct3 * hc */ __pyx_v_dct3 = (__pyx_v_dct3 + (__pyx_v_d_tanh_ct3 * __pyx_f_5thinc_8backends_9numpy_ops_dtanh(__pyx_v_tanh_ct3))); /* "thinc/backends/numpy_ops.pyx":1126 * dct3 += d_tanh_ct3 * dtanh(tanh_ct3) * # 2b: Ct3 += hi * hc * d_hi = dct3 * hc # <<<<<<<<<<<<<< * d_hc = dct3 * hi * # 2a: Ct3 = hf * Ct2 */ __pyx_v_d_hi = (__pyx_v_dct3 * __pyx_v_hc); /* "thinc/backends/numpy_ops.pyx":1127 * # 2b: Ct3 += hi * hc * d_hi = dct3 * hc * d_hc = dct3 * hi # <<<<<<<<<<<<<< * # 2a: Ct3 = hf * Ct2 * d_hf = dct3 * ct2 */ __pyx_v_d_hc = (__pyx_v_dct3 * __pyx_v_hi); /* "thinc/backends/numpy_ops.pyx":1129 * d_hc = dct3 * hi * # 2a: Ct3 = hf * Ct2 * d_hf = dct3 * ct2 # <<<<<<<<<<<<<< * dCt2[i] = dct3 * hf * dGt3[i*4+0] = d_hf * dsigmoid(hf) # 1a */ __pyx_v_d_hf = (__pyx_v_dct3 * __pyx_v_ct2); /* "thinc/backends/numpy_ops.pyx":1130 * # 2a: Ct3 = hf * Ct2 * d_hf = dct3 * ct2 * dCt2[i] = dct3 * hf # <<<<<<<<<<<<<< * dGt3[i*4+0] = d_hf * dsigmoid(hf) # 1a * dGt3[i*4+1] = d_hi * dsigmoid(hi) # 1b */ (__pyx_v_dCt2[__pyx_v_i]) = (__pyx_v_dct3 * __pyx_v_hf); /* "thinc/backends/numpy_ops.pyx":1131 * d_hf = dct3 * ct2 * dCt2[i] = dct3 * hf * dGt3[i*4+0] = d_hf * dsigmoid(hf) # 1a # <<<<<<<<<<<<<< * dGt3[i*4+1] = d_hi * dsigmoid(hi) # 1b * dGt3[i*4+2] = d_ho * dsigmoid(ho) # 1c */ (__pyx_v_dGt3[((__pyx_v_i * 4) + 0)]) = (__pyx_v_d_hf * __pyx_f_5thinc_8backends_9numpy_ops_dsigmoid(__pyx_v_hf)); 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PyErr_Format(PyExc_NotImplementedError, "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name); __Pyx_DECREF_TypeName(o_type_name); return -1; } } static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) { PyObject *v = PyObject_GenericGetAttr(o, n); if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) { PyErr_Clear(); v = __pyx_array___getattr__(o, n); } return v; } static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o); } static PyMethodDef __pyx_methods_array[] = { {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0}, {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_array_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_array_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, {0, 0, 0, 0} }; static struct PyGetSetDef __pyx_getsets_array[] = { {"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0}, {0, 0, 0, 0, 0} }; #if CYTHON_USE_TYPE_SPECS #if !CYTHON_COMPILING_IN_LIMITED_API static PyBufferProcs __pyx_tp_as_buffer_array = { __pyx_array_getbuffer, /*bf_getbuffer*/ 0, /*bf_releasebuffer*/ }; #endif static PyType_Slot __pyx_type___pyx_array_slots[] = { {Py_tp_dealloc, (void *)__pyx_tp_dealloc_array}, {Py_sq_length, (void *)__pyx_array___len__}, {Py_sq_item, (void *)__pyx_sq_item_array}, {Py_mp_length, (void *)__pyx_array___len__}, {Py_mp_subscript, (void *)__pyx_array___getitem__}, {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_array}, {Py_tp_getattro, (void *)__pyx_tp_getattro_array}, #if defined(Py_bf_getbuffer) {Py_bf_getbuffer, (void *)__pyx_array_getbuffer}, #endif {Py_tp_methods, (void *)__pyx_methods_array}, {Py_tp_getset, (void *)__pyx_getsets_array}, {Py_tp_new, (void *)__pyx_tp_new_array}, {0, 0}, }; static PyType_Spec __pyx_type___pyx_array_spec = { "thinc.backends.numpy_ops.array", sizeof(struct __pyx_array_obj), 0, Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_SEQUENCE, __pyx_type___pyx_array_slots, }; #else static PySequenceMethods __pyx_tp_as_sequence_array = { __pyx_array___len__, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_array, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; static PyMappingMethods __pyx_tp_as_mapping_array = { __pyx_array___len__, /*mp_length*/ __pyx_array___getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/ }; static PyBufferProcs __pyx_tp_as_buffer_array = { __pyx_array_getbuffer, /*bf_getbuffer*/ 0, /*bf_releasebuffer*/ }; static PyTypeObject __pyx_type___pyx_array = { PyVarObject_HEAD_INIT(0, 0) "thinc.backends.numpy_ops.""array", /*tp_name*/ sizeof(struct __pyx_array_obj), /*tp_basicsize*/ 0, /*tp_itemsize*/ __pyx_tp_dealloc_array, /*tp_dealloc*/ 0, /*tp_vectorcall_offset*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ 0, /*tp_as_async*/ 0, /*tp_repr*/ 0, /*tp_as_number*/ &__pyx_tp_as_sequence_array, /*tp_as_sequence*/ &__pyx_tp_as_mapping_array, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ __pyx_tp_getattro_array, /*tp_getattro*/ 0, /*tp_setattro*/ &__pyx_tp_as_buffer_array, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_SEQUENCE, /*tp_flags*/ 0, /*tp_doc*/ 0, /*tp_traverse*/ 0, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_array, /*tp_methods*/ 0, /*tp_members*/ __pyx_getsets_array, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ #if !CYTHON_USE_TYPE_SPECS 0, /*tp_dictoffset*/ #endif 0, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_array, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ 0, /*tp_version_tag*/ #if CYTHON_USE_TP_FINALIZE 0, /*tp_finalize*/ #else NULL, /*tp_finalize*/ #endif #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800 0, /*tp_vectorcall*/ #endif #if __PYX_NEED_TP_PRINT_SLOT == 1 0, /*tp_print*/ #endif #if PY_VERSION_HEX >= 0x030C0000 0, /*tp_watched*/ #endif #if PY_VERSION_HEX >= 0x030d00A4 0, /*tp_versions_used*/ #endif #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000 0, /*tp_pypy_flags*/ #endif }; #endif static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { struct __pyx_MemviewEnum_obj *p; PyObject *o; o = __Pyx_AllocateExtensionType(t, 0); if (unlikely(!o)) return 0; p = ((struct __pyx_MemviewEnum_obj *)o); p->name = Py_None; Py_INCREF(Py_None); return o; } static void __pyx_tp_dealloc_Enum(PyObject *o) { struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; #if CYTHON_USE_TP_FINALIZE if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) { if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_Enum) { if (PyObject_CallFinalizerFromDealloc(o)) return; } } #endif PyObject_GC_UnTrack(o); Py_CLEAR(p->name); PyTypeObject *tp = Py_TYPE(o); #if CYTHON_USE_TYPE_SLOTS (*tp->tp_free)(o); #else { freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free); if (tp_free) tp_free(o); } #endif #if CYTHON_USE_TYPE_SPECS Py_DECREF(tp); #endif } static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) { int e; struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; { e = __Pyx_call_type_traverse(o, 1, v, a); if (e) return e; } if (p->name) { e = (*v)(p->name, a); if (e) return e; } return 0; } static int __pyx_tp_clear_Enum(PyObject *o) { PyObject* tmp; struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; tmp = ((PyObject*)p->name); p->name = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } static PyMethodDef __pyx_methods_Enum[] = { {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, {0, 0, 0, 0} }; #if CYTHON_USE_TYPE_SPECS static PyType_Slot __pyx_type___pyx_MemviewEnum_slots[] = { {Py_tp_dealloc, (void *)__pyx_tp_dealloc_Enum}, {Py_tp_repr, (void *)__pyx_MemviewEnum___repr__}, {Py_tp_traverse, (void *)__pyx_tp_traverse_Enum}, {Py_tp_clear, (void *)__pyx_tp_clear_Enum}, {Py_tp_methods, (void *)__pyx_methods_Enum}, {Py_tp_init, (void *)__pyx_MemviewEnum___init__}, {Py_tp_new, (void *)__pyx_tp_new_Enum}, {0, 0}, }; static PyType_Spec __pyx_type___pyx_MemviewEnum_spec = { "thinc.backends.numpy_ops.Enum", sizeof(struct __pyx_MemviewEnum_obj), 0, Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, __pyx_type___pyx_MemviewEnum_slots, }; #else static PyTypeObject __pyx_type___pyx_MemviewEnum = { PyVarObject_HEAD_INIT(0, 0) "thinc.backends.numpy_ops.""Enum", /*tp_name*/ sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/ 0, /*tp_itemsize*/ __pyx_tp_dealloc_Enum, /*tp_dealloc*/ 0, /*tp_vectorcall_offset*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ 0, /*tp_as_async*/ __pyx_MemviewEnum___repr__, /*tp_repr*/ 0, /*tp_as_number*/ 0, /*tp_as_sequence*/ 0, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ 0, /*tp_doc*/ __pyx_tp_traverse_Enum, /*tp_traverse*/ __pyx_tp_clear_Enum, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_Enum, /*tp_methods*/ 0, /*tp_members*/ 0, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ #if !CYTHON_USE_TYPE_SPECS 0, /*tp_dictoffset*/ #endif __pyx_MemviewEnum___init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_Enum, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ 0, /*tp_version_tag*/ #if CYTHON_USE_TP_FINALIZE 0, /*tp_finalize*/ #else NULL, /*tp_finalize*/ #endif #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800 0, /*tp_vectorcall*/ #endif #if __PYX_NEED_TP_PRINT_SLOT == 1 0, /*tp_print*/ #endif #if PY_VERSION_HEX >= 0x030C0000 0, /*tp_watched*/ #endif #if PY_VERSION_HEX >= 0x030d00A4 0, /*tp_versions_used*/ #endif #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000 0, /*tp_pypy_flags*/ #endif }; #endif static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview; static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_memoryview_obj *p; PyObject *o; o = __Pyx_AllocateExtensionType(t, 0); if (unlikely(!o)) return 0; p = ((struct __pyx_memoryview_obj *)o); p->__pyx_vtab = __pyx_vtabptr_memoryview; p->obj = Py_None; Py_INCREF(Py_None); p->_size = Py_None; Py_INCREF(Py_None); p->view.obj = NULL; if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad; return o; bad: Py_DECREF(o); o = 0; return NULL; } static void __pyx_tp_dealloc_memoryview(PyObject *o) { struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; #if CYTHON_USE_TP_FINALIZE if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) { if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_memoryview) { if (PyObject_CallFinalizerFromDealloc(o)) return; } } #endif PyObject_GC_UnTrack(o); { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1); __pyx_memoryview___dealloc__(o); __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1); PyErr_Restore(etype, eval, etb); } Py_CLEAR(p->obj); Py_CLEAR(p->_size); PyTypeObject *tp = Py_TYPE(o); #if CYTHON_USE_TYPE_SLOTS (*tp->tp_free)(o); #else { freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free); if (tp_free) tp_free(o); } #endif #if CYTHON_USE_TYPE_SPECS Py_DECREF(tp); #endif } static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) { int e; struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; { e = __Pyx_call_type_traverse(o, 1, v, a); if (e) return e; } if (p->obj) { e = (*v)(p->obj, a); if (e) return e; } if (p->_size) { e = (*v)(p->_size, a); if (e) return e; } if (p->view.obj) { e = (*v)(p->view.obj, a); if (e) return e; } return 0; } static int __pyx_tp_clear_memoryview(PyObject *o) { PyObject* tmp; struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; tmp = ((PyObject*)p->obj); p->obj = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->_size); p->_size = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); Py_CLEAR(p->view.obj); return 0; } static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { PyObject *r; PyObject *x = PyLong_FromSsize_t(i); if(!x) return 0; #if CYTHON_USE_TYPE_SLOTS || (!CYTHON_USE_TYPE_SPECS && __PYX_LIMITED_VERSION_HEX < 0x030A0000) r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); #else r = ((binaryfunc)PyType_GetSlot(Py_TYPE(o), Py_mp_subscript))(o, x); #endif Py_DECREF(x); return r; } static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) { if (v) { return __pyx_memoryview___setitem__(o, i, v); } else { __Pyx_TypeName o_type_name; o_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(o)); PyErr_Format(PyExc_NotImplementedError, "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name); __Pyx_DECREF_TypeName(o_type_name); return -1; } } static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o); } static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o); 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static struct PyGetSetDef __pyx_getsets_memoryview[] = { {"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0}, {"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0}, {"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0}, {"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0}, {"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0}, {"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0}, {"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0}, {"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0}, {"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0}, {0, 0, 0, 0, 0} }; #if CYTHON_USE_TYPE_SPECS #if !CYTHON_COMPILING_IN_LIMITED_API static PyBufferProcs __pyx_tp_as_buffer_memoryview = { __pyx_memoryview_getbuffer, /*bf_getbuffer*/ 0, /*bf_releasebuffer*/ }; #endif static PyType_Slot __pyx_type___pyx_memoryview_slots[] = { {Py_tp_dealloc, (void *)__pyx_tp_dealloc_memoryview}, {Py_tp_repr, (void *)__pyx_memoryview___repr__}, {Py_sq_length, (void *)__pyx_memoryview___len__}, {Py_sq_item, (void *)__pyx_sq_item_memoryview}, {Py_mp_length, (void *)__pyx_memoryview___len__}, {Py_mp_subscript, (void *)__pyx_memoryview___getitem__}, {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_memoryview}, {Py_tp_str, (void *)__pyx_memoryview___str__}, #if defined(Py_bf_getbuffer) {Py_bf_getbuffer, (void *)__pyx_memoryview_getbuffer}, #endif {Py_tp_traverse, (void *)__pyx_tp_traverse_memoryview}, {Py_tp_clear, (void *)__pyx_tp_clear_memoryview}, {Py_tp_methods, (void *)__pyx_methods_memoryview}, {Py_tp_getset, (void *)__pyx_getsets_memoryview}, {Py_tp_new, (void *)__pyx_tp_new_memoryview}, {0, 0}, }; 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be indexed and not slicedAll sequence lengths must be >= 0BLIS support requires blis: pip install blisBuffer view does not expose stridesCan only create a buffer that is contiguous in memory.Cannot assign to read-only memoryviewCannot create writable memory view from read-only memoryviewCannot index with type 'Cannot transpose memoryview with indirect dimensionsDimension %d is not directEmpty shape tuple for cython.arrayExpected at least Function call with ambiguous argument typesIndex out of bounds (axis %d)Indirect dimensions not supportedInvalid mode, expected 'c' or 'fortran', got Invalid shape in axis ')?add_noteall sequence lengths must be >= 0, got all sequence lengths must be > 0, got and arguments, got arrays have incompatible shapes: at 0xbackprop_seq2col requires gradient array of dimensionality 2, was backprop_seq2col requires gradient array that is in C order and contiguouscollections.abc 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(struct __pyx_obj_5thinc_8backends_5cblas_CBlas *)\000__pyx_t_5thinc_8backends_5cblas_saxpy_ptr (struct __pyx_obj_5thinc_8backends_5cblas_CBlas *)\000daxpy\000saxpyuint64_t (void *, int, uint64_t)\000hash64void (enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_double1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_double1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_double1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t)\000void (enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_""t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_doubles_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_doubles_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_doubles_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t)\000void (enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_float1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_float1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_float1d_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t)\000void (enum __pyx_t_4blis_2cy_trans_t, enum __pyx_t_4blis_2cy_trans_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, __pyx_t_4blis_2cy_dim_t, double, __pyx_t_4blis_2cy_floats_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_floats_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t, double, __pyx_t_4blis_2cy_floats_t, __pyx_t_4blis_2cy_inc_t, __pyx_t_4blis_2cy_inc_t)\000__pyx_fuse_3gemm\000__pyx_fuse_1gemm\000__pyx_fuse_2gemm\000__pyx_fuse_0gemmO"; PyObject *data = NULL; CYTHON_UNUSED_VAR(__Pyx_DecompressString); #endif PyObject **stringtab = __pyx_mstate->__pyx_string_tab; Py_ssize_t pos = 0; for (int i = 0; i < 458; i++) { Py_ssize_t bytes_length = index[i].length; PyObject *string = PyUnicode_DecodeUTF8(bytes + pos, bytes_length, NULL); if (likely(string) && i >= 81) PyUnicode_InternInPlace(&string); if (unlikely(!string)) { Py_XDECREF(data); __PYX_ERR(0, 1, __pyx_L1_error) } stringtab[i] = string; pos += bytes_length; } for (int i = 458; i < 509; i++) { Py_ssize_t bytes_length = index[i].length; PyObject *string = PyBytes_FromStringAndSize(bytes + pos, bytes_length); stringtab[i] = string; pos += bytes_length; if (unlikely(!string)) { Py_XDECREF(data); __PYX_ERR(0, 1, __pyx_L1_error) } } Py_XDECREF(data); for (Py_ssize_t i = 0; i < 509; i++) { if (unlikely(PyObject_Hash(stringtab[i]) == -1)) { __PYX_ERR(0, 1, __pyx_L1_error) } } #if CYTHON_IMMORTAL_CONSTANTS { PyObject **table = stringtab + 458; for (Py_ssize_t i=0; i<51; ++i) { #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL); #else Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT); #endif } } #endif } { PyObject **numbertab = __pyx_mstate->__pyx_number_tab; double const c_constants[] = {0.,20.0}; for (int i = 0; i < 2; i++) { numbertab[i] = PyFloat_FromDouble(c_constants[i]); if (unlikely(!numbertab[i])) __PYX_ERR(0, 1, __pyx_L1_error) } } { PyObject **numbertab = __pyx_mstate->__pyx_number_tab + 2; int8_t const cint_constants_1[] = {0,-1,1,2,4}; int32_t const cint_constants_4[] = {136983863L}; for (int i = 0; i < 6; i++) { numbertab[i] = PyLong_FromLong((i < 5 ? cint_constants_1[i - 0] : cint_constants_4[i - 5])); if (unlikely(!numbertab[i])) __PYX_ERR(0, 1, __pyx_L1_error) } } #if CYTHON_IMMORTAL_CONSTANTS { PyObject **table = __pyx_mstate->__pyx_number_tab; for (Py_ssize_t i=0; i<8; ++i) { #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL); #else Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT); #endif } } #endif return 0; __pyx_L1_error:; return -1; } /* #### Code section: init_codeobjects ### */ typedef struct { unsigned int argcount : 4; unsigned int num_posonly_args : 1; unsigned int num_kwonly_args : 2; unsigned int nlocals : 6; unsigned int flags : 10; unsigned int first_line : 11; } __Pyx_PyCode_New_function_description; /* NewCodeObj.proto */ static PyObject* __Pyx_PyCode_New( const __Pyx_PyCode_New_function_description descr, PyObject * const *varnames, PyObject *filename, PyObject *funcname, PyObject *line_table, PyObject *tuple_dedup_map ); static int __Pyx_CreateCodeObjects(__pyx_mstatetype *__pyx_mstate) { PyObject* tuple_dedup_map = PyDict_New(); if (unlikely(!tuple_dedup_map)) return -1; { const __Pyx_PyCode_New_function_description descr = {3, 0, 1, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 52}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_device_type, __pyx_mstate->__pyx_n_u_device_id, __pyx_mstate->__pyx_n_u_use_blis}; __pyx_mstate_global->__pyx_codeobj_tab[0] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_init, __pyx_mstate->__pyx_kp_b_iso88591_A_Q_1_O1_M_L_4z_T_AQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[0])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 65}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_data, __pyx_mstate->__pyx_n_u_dtype, __pyx_mstate->__pyx_n_u_array}; __pyx_mstate_global->__pyx_codeobj_tab[1] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_asarray, __pyx_mstate->__pyx_kp_b_iso88591_A_QfD_1_A_AV1_D_a_AV1_D_A_D_6_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[1])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {2, 0, 2, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 82}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_shape, __pyx_mstate->__pyx_n_u_dtype, __pyx_mstate->__pyx_n_u_zeros}; __pyx_mstate_global->__pyx_codeobj_tab[2] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_alloc, __pyx_mstate->__pyx_kp_b_iso88591_W_J_Qaab_1_4s_a_4s_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[2])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 88}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self}; __pyx_mstate_global->__pyx_codeobj_tab[3] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_cblas, __pyx_mstate->__pyx_kp_b_iso88591_q_uA, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[3])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 3, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 91}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_x, __pyx_mstate->__pyx_n_u_y, __pyx_mstate->__pyx_n_u_out, __pyx_mstate->__pyx_n_u_trans1, __pyx_mstate->__pyx_n_u_trans2}; __pyx_mstate_global->__pyx_codeobj_tab[4] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_gemm, __pyx_mstate->__pyx_kp_b_iso88591_22G_UV_1F_Q_A_UUVVWWX_1F_Q_A_UU, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[4])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 104}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_inplace, __pyx_mstate->__pyx_n_u_Y}; __pyx_mstate_global->__pyx_codeobj_tab[5] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_relu, __pyx_mstate->__pyx_kp_b_iso88591_1G3a_A_AYawe1A_1_gS_A_AZq_uAQ_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[5])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 9, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 118}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_Y, __pyx_mstate->__pyx_n_u_inplace, __pyx_mstate->__pyx_n_u_size, __pyx_mstate->__pyx_n_u_dX_ptr, __pyx_mstate->__pyx_n_u_Y_ptr, __pyx_mstate->__pyx_n_u_dX, __pyx_mstate->__pyx_n_u_i}; __pyx_mstate_global->__pyx_codeobj_tab[6] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_relu, __pyx_mstate->__pyx_kp_b_iso88591_9_q_A_1A_6aq_2WCz_QgS_a_U_1_5_C, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[6])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {6, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 135}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_params, __pyx_mstate->__pyx_n_u_H0, __pyx_mstate->__pyx_n_u_C0, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_size_at_t, __pyx_mstate->__pyx_n_u_Y, __pyx_mstate->__pyx_n_u_fwd_state}; __pyx_mstate_global->__pyx_codeobj_tab[7] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_lstm_forward_training, __pyx_mstate->__pyx_kp_b_iso88591_A_r_q_3b_aq_r_q_3b_aq_AXT_S_s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[7])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {6, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 148}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_params, __pyx_mstate->__pyx_n_u_H0, __pyx_mstate->__pyx_n_u_C0, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_size_at_t, __pyx_mstate->__pyx_n_u_Y, __pyx_mstate->__pyx_n_u__10}; __pyx_mstate_global->__pyx_codeobj_tab[8] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_lstm_forward_inference, __pyx_mstate->__pyx_kp_b_iso88591_A_4_AXT_S_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[8])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 159}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_params, __pyx_mstate->__pyx_n_u_fwd_state, __pyx_mstate->__pyx_n_u_dX, __pyx_mstate->__pyx_n_u_d_params}; __pyx_mstate_global->__pyx_codeobj_tab[9] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_lstm, __pyx_mstate->__pyx_kp_b_iso88591_A_K_AT_t1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[9])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 165}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X}; __pyx_mstate_global->__pyx_codeobj_tab[10] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_maxout_float3d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_QfAQ_QfAQ_QfAQ_F_7_T_y_a_4vQgS, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[10])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 165}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X}; __pyx_mstate_global->__pyx_codeobj_tab[11] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_maxout_double3d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_QfAQ_QfAQ_QfAQ_F_7_T_y_a_4vQgS_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[11])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 165}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_P, __pyx_mstate->__pyx_n_u_best, __pyx_mstate->__pyx_n_u_which}; __pyx_mstate_global->__pyx_codeobj_tab[12] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_maxout_float3d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_QfAQ_QfAQ_QfAQ_F_7_T_y_a_4vQgS, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[12])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 184}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_P}; __pyx_mstate_global->__pyx_codeobj_tab[13] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_maxout_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_RvQa_RvQa_fBc_D_a_q_AS_AU_3dRU, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[13])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 184}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_P}; __pyx_mstate_global->__pyx_codeobj_tab[14] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_maxout_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_RvQa_RvQa_fBc_D_a_q_7_1Bas_auA, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[14])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 184}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_P, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_dX}; __pyx_mstate_global->__pyx_codeobj_tab[15] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_maxout_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_RvQa_RvQa_fBc_D_a_q_AS_AU_3dRU, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[15])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 198}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_threshold, __pyx_mstate->__pyx_n_u_inplace, __pyx_mstate->__pyx_n_u_Y}; __pyx_mstate_global->__pyx_codeobj_tab[16] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_mish, __pyx_mstate->__pyx_kp_b_iso88591_1_1G3a_A_AYawe1G7_1_gS_A_AZq_uA, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[16])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 212}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_threshold, __pyx_mstate->__pyx_n_u_inplace, __pyx_mstate->__pyx_n_u_dX}; __pyx_mstate_global->__pyx_codeobj_tab[17] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_mish, __pyx_mstate->__pyx_kp_b_iso88591_99I_q_A_2WCz_QgS_a_Qhb_xq_uAWGS, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[17])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 1, 9, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 228}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_seq, __pyx_mstate->__pyx_n_u_nW, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_msg, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_I, __pyx_mstate->__pyx_n_u_nL, __pyx_mstate->__pyx_n_u_cols}; __pyx_mstate_global->__pyx_codeobj_tab[18] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_seq2col, __pyx_mstate->__pyx_kp_b_iso88591_B_3fCq_MQcQR_AQ_4s_AQ_S_aq_S_aq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[18])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 1, 10, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 268}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_nW, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_msg, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_nF, __pyx_mstate->__pyx_n_u_I, __pyx_mstate->__pyx_n_u_nL, __pyx_mstate->__pyx_n_u_dX}; __pyx_mstate_global->__pyx_codeobj_tab[19] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_seq2col, __pyx_mstate->__pyx_kp_b_iso88591_J_2V3a_VVWWYYZ_AQ_4r_q_AQ_RvQa, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[19])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 302}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_ids, __pyx_mstate->__pyx_n_u_seed, __pyx_mstate->__pyx_n_u_keys, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_dest}; __pyx_mstate_global->__pyx_codeobj_tab[20] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_hash, __pyx_mstate->__pyx_kp_b_iso88591_A_2_V2S_at4vUV_k_Q_E_as_1_as_4vQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[20])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 314}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[21] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_mean_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[21])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 314}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[22] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_mean_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[22])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 314}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_T, __pyx_mstate->__pyx_n_u_means}; __pyx_mstate_global->__pyx_codeobj_tab[23] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_mean_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[23])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 335}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_means, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[24] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_mean_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wb_j_J_1_2S_R, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[24])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 335}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_means, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[25] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_mean_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wb_j_J_1_2S_R_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[25])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 335}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_means, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_T, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_dX}; __pyx_mstate_global->__pyx_codeobj_tab[26] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_mean_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wb_j_J_1_2S_R, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[26])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 361}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[27] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_sum_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[27])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 361}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[28] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_sum_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[28])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 361}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_T, __pyx_mstate->__pyx_n_u_sums}; __pyx_mstate_global->__pyx_codeobj_tab[29] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_sum_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_2S_Rs_uF_7_T_q_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[29])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 382}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_sums, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[30] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_sum_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_V6_Q_JgRq_wb_j_J_1_2S_Rs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[30])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 382}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_sums, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[31] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_sum_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_V6_Q_JgRq_wb_j_J_1_2S_Rs_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[31])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 382}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_sums, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_T, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_dX}; __pyx_mstate_global->__pyx_codeobj_tab[32] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_sum_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_V6_Q_JgRq_wb_j_J_1_2S_Rs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[32])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 408}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[33] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_max_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_F_7_T_uF_2S_Rs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[33])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 408}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[34] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_max_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_F_7_T_uF_2S_Rs_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[34])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 408}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_T, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_maxes}; __pyx_mstate_global->__pyx_codeobj_tab[35] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_reduce_max_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_QfAQ_QfAQ_F_7_T_uF_2S_Rs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[35])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 432}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_maxes, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[36] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_max_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wc_j_I_2S_Rs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[36])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 432}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_maxes, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_lengths}; __pyx_mstate_global->__pyx_codeobj_tab[37] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_max_double2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wc_j_I_2S_Rs_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[37])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 9, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 432}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_d_maxes, __pyx_mstate->__pyx_n_u_which, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B, __pyx_mstate->__pyx_n_u_O, __pyx_mstate->__pyx_n_u_T, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_dX}; __pyx_mstate_global->__pyx_codeobj_tab[38] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_reduce_max_float2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_WF_1_WF_1_Q_JgRq_wc_j_I_2S_Rs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[38])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 460}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_table, __pyx_mstate->__pyx_n_u_indices}; __pyx_mstate_global->__pyx_codeobj_tab[39] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_gather_add_float2d_t_int2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_q_Qc_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[39])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 460}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_table, __pyx_mstate->__pyx_n_u_indices}; __pyx_mstate_global->__pyx_codeobj_tab[40] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_gather_add_float2d_t_uint2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_q_Qc_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[40])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 460}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_table, __pyx_mstate->__pyx_n_u_indices}; __pyx_mstate_global->__pyx_codeobj_tab[41] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_gather_add_double2d_t_int2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_6_as_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[41])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 460}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_table, __pyx_mstate->__pyx_n_u_indices}; __pyx_mstate_global->__pyx_codeobj_tab[42] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_gather_add_double2d_t_uint2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_6_as_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[42])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 460}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_table, __pyx_mstate->__pyx_n_u_indices, __pyx_mstate->__pyx_n_u_cblas, __pyx_mstate->__pyx_n_u_rows, __pyx_mstate->__pyx_n_u_dims, __pyx_mstate->__pyx_n_u_output}; __pyx_mstate_global->__pyx_codeobj_tab[43] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_gather_add_float2d_t_int2d_t, __pyx_mstate->__pyx_kp_b_iso88591_A_4vQ_wfAQ_uF_1_T_F_F_q_5_q_Qc_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[43])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 477}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_table, __pyx_mstate->__pyx_n_u_indices, __pyx_mstate->__pyx_n_u_values}; __pyx_mstate_global->__pyx_codeobj_tab[44] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_scatter_add, __pyx_mstate->__pyx_kp_b_iso88591_A_5_s_G7_Q_F_A_E_q_G6_F_G6_A_E_s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[44])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {10, 0, 0, 10, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 495}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_weights, __pyx_mstate->__pyx_n_u_gradient, __pyx_mstate->__pyx_n_u_mom1, __pyx_mstate->__pyx_n_u_mom2, __pyx_mstate->__pyx_n_u_beta1, __pyx_mstate->__pyx_n_u_beta2, __pyx_mstate->__pyx_n_u_eps, __pyx_mstate->__pyx_n_u_learn_rate, __pyx_mstate->__pyx_n_u_mod_rate}; __pyx_mstate_global->__pyx_codeobj_tab[45] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_adam, __pyx_mstate->__pyx_kp_b_iso88591_A_q_q_q_axxwhd_Q_6_gWE_AXWA_HG1L, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[45])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 512}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_n, __pyx_mstate->__pyx_n_u_keys, __pyx_mstate->__pyx_n_u_keys_2, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_output_2, __pyx_mstate->__pyx_n_u_output, __pyx_mstate->__pyx_n_u_i}; __pyx_mstate_global->__pyx_codeobj_tab[46] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_ngrams, __pyx_mstate->__pyx_kp_b_iso88591_A_2Rq_4vRuF_1D_AS_F_2Rq_fBj_a_G1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[46])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 523}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_N, __pyx_mstate->__pyx_n_u_D, __pyx_mstate->__pyx_n_u_period, __pyx_mstate->__pyx_n_u_out, __pyx_mstate->__pyx_n_u_out_2}; __pyx_mstate_global->__pyx_codeobj_tab[47] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_position_encode, __pyx_mstate->__pyx_kp_b_iso88591_a_4s_4vRs_fA_1_t6_S_t6_S_1HD_xs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[47])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 535}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_ops, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_B}; __pyx_mstate_global->__pyx_codeobj_tab[48] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_check_seq2col_lengths, __pyx_mstate->__pyx_kp_b_iso88591_xs_Zq_s_T_S_ay_4q_s_T_3c_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[48])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 545}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_gradient, __pyx_mstate->__pyx_n_u_threshold, __pyx_mstate->__pyx_n_u_grad_norm}; __pyx_mstate_global->__pyx_codeobj_tab[49] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_cpu_clip_gradient, __pyx_mstate->__pyx_kp_b_iso88591_5_4xvQa_z_A_81D_KxvQa, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[49])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 551}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_gradient, __pyx_mstate->__pyx_n_u_noise_level, __pyx_mstate->__pyx_n_u_timestep, __pyx_mstate->__pyx_n_u_variance}; __pyx_mstate_global->__pyx_codeobj_tab[50] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_add_gradient_noise, __pyx_mstate->__pyx_kp_b_iso88591_Rr_3a_y_1_E_G7_6_4t5_1A_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[50])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 31, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 639}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_params, __pyx_mstate->__pyx_n_u_c_init, __pyx_mstate->__pyx_n_u_h_init, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_xp, __pyx_mstate->__pyx_n_u_depth, __pyx_mstate->__pyx_n_u_dirs, __pyx_mstate->__pyx_n_u_nO, __pyx_mstate->__pyx_n_u_N, __pyx_mstate->__pyx_n_u_nI, __pyx_mstate->__pyx_n_u_nT, __pyx_mstate->__pyx_n_u_batch_size, __pyx_mstate->__pyx_n_u_G, __pyx_mstate->__pyx_n_u_Y, __pyx_mstate->__pyx_n_u_C, __pyx_mstate->__pyx_n_u_Yt2, __pyx_mstate->__pyx_n_u_Ct2, __pyx_mstate->__pyx_n_u_params_i, __pyx_mstate->__pyx_n_u_seq_i, __pyx_mstate->__pyx_n_u_orig_X, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_Yid, __pyx_mstate->__pyx_n_u_Cid, __pyx_mstate->__pyx_n_u_Gid, __pyx_mstate->__pyx_n_u_Wx, __pyx_mstate->__pyx_n_u_Wh, __pyx_mstate->__pyx_n_u_bias, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_layer_params, __pyx_mstate->__pyx_n_u_H}; __pyx_mstate_global->__pyx_codeobj_tab[51] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_lstm_forward_training, __pyx_mstate->__pyx_kp_b_iso88591_F_6_q_vQa_q_aq_q_at3b_F_q_at5_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[51])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 45, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 768}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_dY, __pyx_mstate->__pyx_n_u_lengths, __pyx_mstate->__pyx_n_u_params, __pyx_mstate->__pyx_n_u_fwd_state, __pyx_mstate->__pyx_n_u_xp, __pyx_mstate->__pyx_n_u_Y, __pyx_mstate->__pyx_n_u_G, __pyx_mstate->__pyx_n_u_C, __pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_Yid, __pyx_mstate->__pyx_n_u_Cid, __pyx_mstate->__pyx_n_u_Gid, __pyx_mstate->__pyx_n_u_Wx, __pyx_mstate->__pyx_n_u_Wh, __pyx_mstate->__pyx_n_u_bias, __pyx_mstate->__pyx_n_u_dWx, __pyx_mstate->__pyx_n_u_dWh, __pyx_mstate->__pyx_n_u_d_bias, __pyx_mstate->__pyx_n_u_dYid, __pyx_mstate->__pyx_n_u_depth, __pyx_mstate->__pyx_n_u_dirs, __pyx_mstate->__pyx_n_u_N, __pyx_mstate->__pyx_n_u_nO, __pyx_mstate->__pyx_n_u_nI, __pyx_mstate->__pyx_n_u_batch_size, __pyx_mstate->__pyx_n_u_nT, __pyx_mstate->__pyx_n_u_dC, __pyx_mstate->__pyx_n_u_dG, __pyx_mstate->__pyx_n_u_d_params, __pyx_mstate->__pyx_n_u_params_i, __pyx_mstate->__pyx_n_u_all_layer_params, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_n_inputs, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_layer_params, __pyx_mstate->__pyx_n_u_all_layer_grads, __pyx_mstate->__pyx_n_u_layer_grads, __pyx_mstate->__pyx_n_u_indices, __pyx_mstate->__pyx_n_u_seq_i, __pyx_mstate->__pyx_n_u_dX, __pyx_mstate->__pyx_n_u_Xs, __pyx_mstate->__pyx_n_u_dXs, __pyx_mstate->__pyx_n_u_grad_parts, __pyx_mstate->__pyx_n_u_dir_grads, __pyx_mstate->__pyx_n_u__10}; __pyx_mstate_global->__pyx_codeobj_tab[52] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_backprop_lstm, __pyx_mstate->__pyx_kp_b_iso88591_s_T_QfAQ_AV1A_6_6_q_6_3e6_6_3b, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[52])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 870}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_X, __pyx_mstate->__pyx_n_u_dirs, __pyx_mstate->__pyx_n_u_X_2, __pyx_mstate->__pyx_n_u_Xs, __pyx_mstate->__pyx_n_u_d}; __pyx_mstate_global->__pyx_codeobj_tab[53] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_thinc_backends_numpy_ops_pyx, __pyx_mstate->__pyx_n_u_split_directions, __pyx_mstate->__pyx_kp_b_iso88591_uCq_q_Qhb_q_S_Q_E_aq_gQe_Qb_A_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[53])) goto bad; } { const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 13, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 973}; PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_params, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_nO, __pyx_mstate->__pyx_n_u_nI, __pyx_mstate->__pyx_n_u_params_i, 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/* NumpyImportArray.init */ /* * Cython has automatically inserted a call to _import_array since * you didn't include one when you cimported numpy. 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} #endif /* PyErrFetchRestore (used by PyObjectGetAttrStrNoError) */ #if CYTHON_FAST_THREAD_STATE static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { #if PY_VERSION_HEX >= 0x030C00A6 PyObject *tmp_value; assert(type == NULL || (value != NULL && type == (PyObject*) Py_TYPE(value))); if (value) { #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(((PyBaseExceptionObject*) value)->traceback != tb)) #endif PyException_SetTraceback(value, tb); } tmp_value = tstate->current_exception; tstate->current_exception = value; Py_XDECREF(tmp_value); Py_XDECREF(type); Py_XDECREF(tb); #else PyObject *tmp_type, *tmp_value, *tmp_tb; tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; tstate->curexc_type = type; tstate->curexc_value = value; tstate->curexc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #endif } static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { #if PY_VERSION_HEX >= 0x030C00A6 PyObject* exc_value; exc_value = tstate->current_exception; tstate->current_exception = 0; *value = exc_value; *type = NULL; *tb = NULL; if (exc_value) { *type = (PyObject*) Py_TYPE(exc_value); Py_INCREF(*type); #if CYTHON_COMPILING_IN_CPYTHON *tb = ((PyBaseExceptionObject*) exc_value)->traceback; Py_XINCREF(*tb); #else *tb = PyException_GetTraceback(exc_value); #endif } #else *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #endif } #endif /* PyObjectGetAttrStr (used by PyObjectGetAttrStrNoError) */ #if CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { PyTypeObject* tp = Py_TYPE(obj); if (likely(tp->tp_getattro)) return tp->tp_getattro(obj, attr_name); return PyObject_GetAttr(obj, attr_name); } #endif /* PyObjectGetAttrStrNoError (used by GetBuiltinName) */ #if __PYX_LIMITED_VERSION_HEX < 0x030d0000 static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) { __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) __Pyx_PyErr_Clear(); } #endif static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) { PyObject *result; #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 (void) PyObject_GetOptionalAttr(obj, attr_name, &result); return result; #else #if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS PyTypeObject* tp = Py_TYPE(obj); if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) { return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1); } #endif result = __Pyx_PyObject_GetAttrStr(obj, attr_name); if (unlikely(!result)) { __Pyx_PyObject_GetAttrStr_ClearAttributeError(); } return result; #endif } /* GetBuiltinName */ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_mstate_global->__pyx_b, name); if (unlikely(!result) && !PyErr_Occurred()) { PyErr_Format(PyExc_NameError, "name '%U' is not defined", name); } return result; } /* UnicodeAsUCS4 (used by object_ord) */ static void __Pyx_PyUnicode_AsPy_UCS4_error(Py_ssize_t length) { if (likely(length >= 0)) { PyErr_Format(PyExc_ValueError, "only single character unicode strings can be converted to Py_UCS4, " "got length %" CYTHON_FORMAT_SSIZE_T "d", length); } } static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject* x) { Py_ssize_t length = __Pyx_PyUnicode_GET_LENGTH(x); if (unlikely(length != 1)) { __Pyx_PyUnicode_AsPy_UCS4_error(length); return (Py_UCS4)-1; } return __Pyx_PyUnicode_READ_CHAR(x, 0); } /* object_ord */ static long __Pyx__PyObject_Ord(PyObject* c) { Py_ssize_t size; if (PyBytes_Check(c)) { size = __Pyx_PyBytes_GET_SIZE(c); if (likely(size == 1)) { #if CYTHON_ASSUME_SAFE_MACROS return (unsigned char) PyBytes_AS_STRING(c)[0]; #else char *data = PyBytes_AsString(c); if (unlikely(!data)) return -1; return (unsigned char) data[0]; #endif } #if !CYTHON_ASSUME_SAFE_SIZE else if (unlikely(size < 0)) return -1; #endif } else if (PyByteArray_Check(c)) { size = __Pyx_PyByteArray_GET_SIZE(c); if (likely(size == 1)) { #if CYTHON_ASSUME_SAFE_MACROS return (unsigned char) PyByteArray_AS_STRING(c)[0]; #else char *data = PyByteArray_AsString(c); if (unlikely(!data)) return -1; return (unsigned char) data[0]; #endif } #if !CYTHON_ASSUME_SAFE_SIZE else if (unlikely(size < 0)) return -1; #endif } else { __Pyx_TypeName c_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(c)); PyErr_Format(PyExc_TypeError, "ord() expected string of length 1, but " __Pyx_FMT_TYPENAME " found", c_type_name); __Pyx_DECREF_TypeName(c_type_name); return (long)(Py_UCS4)-1; } PyErr_Format(PyExc_TypeError, "ord() expected a character, but string of length %zd found", size); return (long)(Py_UCS4)-1; } /* GetTopmostException (used by SaveResetException) */ #if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate) { _PyErr_StackItem *exc_info = tstate->exc_info; while ((exc_info->exc_value == NULL || exc_info->exc_value == Py_None) && exc_info->previous_item != NULL) { exc_info = exc_info->previous_item; } return exc_info; } #endif /* SaveResetException */ #if CYTHON_FAST_THREAD_STATE static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); PyObject *exc_value = exc_info->exc_value; if (exc_value == NULL || exc_value == Py_None) { *value = NULL; *type = NULL; *tb = NULL; } else { *value = exc_value; Py_INCREF(*value); *type = (PyObject*) Py_TYPE(exc_value); Py_INCREF(*type); *tb = PyException_GetTraceback(exc_value); } #elif CYTHON_USE_EXC_INFO_STACK _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); *type = exc_info->exc_type; *value = exc_info->exc_value; *tb = exc_info->exc_traceback; Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); #else *type = tstate->exc_type; *value = tstate->exc_value; *tb = tstate->exc_traceback; Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); #endif } static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 _PyErr_StackItem *exc_info = tstate->exc_info; PyObject *tmp_value = exc_info->exc_value; exc_info->exc_value = value; Py_XDECREF(tmp_value); Py_XDECREF(type); Py_XDECREF(tb); #else PyObject *tmp_type, *tmp_value, *tmp_tb; #if CYTHON_USE_EXC_INFO_STACK _PyErr_StackItem *exc_info = tstate->exc_info; tmp_type = exc_info->exc_type; tmp_value = exc_info->exc_value; tmp_tb = exc_info->exc_traceback; exc_info->exc_type = type; exc_info->exc_value = value; exc_info->exc_traceback = tb; #else tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = type; tstate->exc_value = value; tstate->exc_traceback = tb; #endif Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #endif } #endif /* memoryview_get_from_buffer */ #if !CYTHON_COMPILING_IN_LIMITED_API #else static Py_ssize_t __Pyx_PyMemoryView_Get_itemsize(PyObject *obj) { Py_ssize_t result; PyObject *attr = PyObject_GetAttr(obj, __pyx_mstate_global->__pyx_n_u_itemsize); if (!attr) { goto bad; } result = PyLong_AsSsize_t(attr); Py_DECREF(attr); return result; bad: Py_XDECREF(attr); return -1; } #endif /* memoryview_get_from_buffer */ #if !CYTHON_COMPILING_IN_LIMITED_API #else static int __Pyx_PyMemoryView_Get_ndim(PyObject *obj) { int result; PyObject *attr = PyObject_GetAttr(obj, __pyx_mstate_global->__pyx_n_u_ndim); if (!attr) { goto bad; } result = PyLong_AsLong(attr); Py_DECREF(attr); return result; bad: Py_XDECREF(attr); return -1; } #endif /* FastTypeChecks */ #if CYTHON_COMPILING_IN_CPYTHON static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { while (a) { a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*); if (a == b) return 1; } return b == &PyBaseObject_Type; } static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { PyObject *mro; if (a == b) return 1; mro = a->tp_mro; if (likely(mro)) { Py_ssize_t i, n; n = PyTuple_GET_SIZE(mro); for (i = 0; i < n; i++) { if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) return 1; } return 0; } return __Pyx_InBases(a, b); } static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) { PyObject *mro; if (cls == a || cls == b) return 1; mro = cls->tp_mro; if (likely(mro)) { Py_ssize_t i, n; n = PyTuple_GET_SIZE(mro); for (i = 0; i < n; i++) { PyObject *base = PyTuple_GET_ITEM(mro, i); if (base == (PyObject *)a || base == (PyObject *)b) return 1; } return 0; } return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b); } static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) { if (exc_type1) { return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2); } else { return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); } } static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { Py_ssize_t i, n; assert(PyExceptionClass_Check(exc_type)); n = PyTuple_GET_SIZE(tuple); for (i=0; itp_call; if (unlikely(!call)) return PyObject_Call(func, arg, kw); if (unlikely(Py_EnterRecursiveCall(" while calling a Python object"))) return NULL; result = (*call)(func, arg, kw); Py_LeaveRecursiveCall(); if (unlikely(!result) && unlikely(!PyErr_Occurred())) { PyErr_SetString( PyExc_SystemError, "NULL result without error in PyObject_Call"); } return result; } #endif /* PyObjectCallMethO (used by PyObjectFastCall) */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { PyObject *self, *result; PyCFunction cfunc; cfunc = __Pyx_CyOrPyCFunction_GET_FUNCTION(func); self = __Pyx_CyOrPyCFunction_GET_SELF(func); if (unlikely(Py_EnterRecursiveCall(" while calling a Python object"))) return NULL; result = cfunc(self, arg); Py_LeaveRecursiveCall(); if (unlikely(!result) && unlikely(!PyErr_Occurred())) { PyErr_SetString( PyExc_SystemError, "NULL result without error in PyObject_Call"); } return result; } #endif /* PyObjectFastCall (used by PyObjectCall2Args) */ #if PY_VERSION_HEX < 0x03090000 || CYTHON_COMPILING_IN_LIMITED_API static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs) { PyObject *argstuple; PyObject *result = 0; size_t i; argstuple = PyTuple_New((Py_ssize_t)nargs); if (unlikely(!argstuple)) return NULL; for (i = 0; i < nargs; i++) { Py_INCREF(args[i]); if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) != (0)) goto bad; } result = __Pyx_PyObject_Call(func, argstuple, kwargs); bad: Py_DECREF(argstuple); return result; } #endif #if CYTHON_VECTORCALL && !CYTHON_COMPILING_IN_LIMITED_API #if PY_VERSION_HEX < 0x03090000 #define __Pyx_PyVectorcall_Function(callable) _PyVectorcall_Function(callable) #elif CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE vectorcallfunc __Pyx_PyVectorcall_Function(PyObject *callable) { PyTypeObject *tp = Py_TYPE(callable); #if defined(__Pyx_CyFunction_USED) if (__Pyx_CyFunction_CheckExact(callable)) { return __Pyx_CyFunction_func_vectorcall(callable); } #endif if (!PyType_HasFeature(tp, Py_TPFLAGS_HAVE_VECTORCALL)) { return NULL; } assert(PyCallable_Check(callable)); Py_ssize_t offset = tp->tp_vectorcall_offset; assert(offset > 0); vectorcallfunc ptr; memcpy(&ptr, (char *) callable + offset, sizeof(ptr)); return ptr; } #else #define __Pyx_PyVectorcall_Function(callable) PyVectorcall_Function(callable) #endif #endif static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject *const *args, size_t _nargs, PyObject *kwargs) { Py_ssize_t nargs = __Pyx_PyVectorcall_NARGS(_nargs); #if CYTHON_COMPILING_IN_CPYTHON if (nargs == 0 && kwargs == NULL) { if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_NOARGS)) return __Pyx_PyObject_CallMethO(func, NULL); } else if (nargs == 1 && kwargs == NULL) { if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_O)) return __Pyx_PyObject_CallMethO(func, args[0]); } #endif if (kwargs == NULL) { #if CYTHON_VECTORCALL #if CYTHON_COMPILING_IN_LIMITED_API return PyObject_Vectorcall(func, args, _nargs, NULL); #else vectorcallfunc f = __Pyx_PyVectorcall_Function(func); if (f) { return f(func, args, _nargs, NULL); } #endif #endif } if (nargs == 0) { return __Pyx_PyObject_Call(func, __pyx_mstate_global->__pyx_empty_tuple, kwargs); } #if PY_VERSION_HEX >= 0x03090000 && !CYTHON_COMPILING_IN_LIMITED_API return PyObject_VectorcallDict(func, args, (size_t)nargs, kwargs); #else return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs); #endif } /* PyObjectCall2Args (used by CallUnboundCMethod1) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { PyObject *args[3] = {NULL, arg1, arg2}; return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); } /* UnpackUnboundCMethod (used by CallUnboundCMethod1) */ #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000 static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *args, PyObject *kwargs) { PyObject *result; PyObject *selfless_args = PyTuple_GetSlice(args, 1, PyTuple_Size(args)); if (unlikely(!selfless_args)) return NULL; result = PyObject_Call(method, selfless_args, kwargs); Py_DECREF(selfless_args); return result; } #elif CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03090000 static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject **args, Py_ssize_t nargs, PyObject *kwnames) { return _PyObject_Vectorcall (method, args ? args+1 : NULL, nargs ? nargs-1 : 0, kwnames); } #else static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *const *args, Py_ssize_t nargs, PyObject *kwnames) { return #if PY_VERSION_HEX < 0x03090000 _PyObject_Vectorcall #else PyObject_Vectorcall #endif (method, args ? args+1 : NULL, nargs ? (size_t) nargs-1 : 0, kwnames); } #endif static PyMethodDef __Pyx_UnboundCMethod_Def = { "CythonUnboundCMethod", __PYX_REINTERPRET_FUNCION(PyCFunction, __Pyx_SelflessCall), #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000 METH_VARARGS | METH_KEYWORDS, #else METH_FASTCALL | METH_KEYWORDS, #endif NULL }; static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) { PyObject *method, *result=NULL; method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name); if (unlikely(!method)) return -1; result = method; #if CYTHON_COMPILING_IN_CPYTHON if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type))) { PyMethodDescrObject *descr = (PyMethodDescrObject*) method; target->func = descr->d_method->ml_meth; target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS); } else #endif #if CYTHON_COMPILING_IN_PYPY #else if (PyCFunction_Check(method)) #endif { PyObject *self; int self_found; #if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY self = PyObject_GetAttrString(method, "__self__"); if (!self) { PyErr_Clear(); } #else self = PyCFunction_GET_SELF(method); #endif self_found = (self && self != Py_None); #if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY Py_XDECREF(self); #endif if (self_found) { PyObject *unbound_method = PyCFunction_New(&__Pyx_UnboundCMethod_Def, method); if (unlikely(!unbound_method)) return -1; Py_DECREF(method); result = unbound_method; } } #if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING if (unlikely(target->method)) { Py_DECREF(result); } else #endif target->method = result; return 0; } /* CallUnboundCMethod1 */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg) { int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc); if (likely(was_initialized == 2 && cfunc->func)) { int flag = cfunc->flag; if (flag == METH_O) { return __Pyx_CallCFunction(cfunc, self, arg); } else if (flag == METH_FASTCALL) { return __Pyx_CallCFunctionFast(cfunc, self, &arg, 1); } else if (flag == (METH_FASTCALL | METH_KEYWORDS)) { return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, &arg, 1, NULL); } } #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING else if (unlikely(was_initialized == 1)) { __Pyx_CachedCFunction tmp_cfunc = { #ifndef __cplusplus 0 #endif }; tmp_cfunc.type = cfunc->type; tmp_cfunc.method_name = cfunc->method_name; return __Pyx__CallUnboundCMethod1(&tmp_cfunc, self, arg); } #endif PyObject* result = __Pyx__CallUnboundCMethod1(cfunc, self, arg); __Pyx_CachedCFunction_SetFinishedInitializing(cfunc); return result; } #endif static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg){ PyObject *result = NULL; if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL; #if CYTHON_COMPILING_IN_CPYTHON if (cfunc->func && (cfunc->flag & METH_VARARGS)) { PyObject *args = PyTuple_New(1); if (unlikely(!args)) return NULL; Py_INCREF(arg); PyTuple_SET_ITEM(args, 0, arg); if (cfunc->flag & METH_KEYWORDS) result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL); else result = __Pyx_CallCFunction(cfunc, self, args); Py_DECREF(args); } else #endif { result = __Pyx_PyObject_Call2Args(cfunc->method, self, arg); } return result; } /* CallUnboundCMethod2 */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2) { int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc); if (likely(was_initialized == 2 && cfunc->func)) { PyObject *args[2] = {arg1, arg2}; if (cfunc->flag == METH_FASTCALL) { return __Pyx_CallCFunctionFast(cfunc, self, args, 2); } if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS)) return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, 2, NULL); } #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING else if (unlikely(was_initialized == 1)) { __Pyx_CachedCFunction tmp_cfunc = { #ifndef __cplusplus 0 #endif }; tmp_cfunc.type = cfunc->type; tmp_cfunc.method_name = cfunc->method_name; return __Pyx__CallUnboundCMethod2(&tmp_cfunc, self, arg1, arg2); } #endif PyObject *result = __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2); __Pyx_CachedCFunction_SetFinishedInitializing(cfunc); return result; } #endif static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2){ if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL; #if CYTHON_COMPILING_IN_CPYTHON if (cfunc->func && (cfunc->flag & METH_VARARGS)) { PyObject *result = NULL; PyObject *args = PyTuple_New(2); if (unlikely(!args)) return NULL; Py_INCREF(arg1); PyTuple_SET_ITEM(args, 0, arg1); Py_INCREF(arg2); PyTuple_SET_ITEM(args, 1, arg2); if (cfunc->flag & METH_KEYWORDS) result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL); else result = __Pyx_CallCFunction(cfunc, self, args); Py_DECREF(args); return result; } #endif { PyObject *args[4] = {NULL, self, arg1, arg2}; return __Pyx_PyObject_FastCall(cfunc->method, args+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); } } /* dict_getitem_default */ static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) { PyObject* value; #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000 value = PyDict_GetItemWithError(d, key); if (unlikely(!value)) { if (unlikely(PyErr_Occurred())) return NULL; value = default_value; } Py_INCREF(value); if ((1)); #else if (PyBytes_CheckExact(key) || PyUnicode_CheckExact(key) || PyLong_CheckExact(key)) { value = PyDict_GetItem(d, key); if (unlikely(!value)) { value = default_value; } Py_INCREF(value); } #endif else { if (default_value == Py_None) value = __Pyx_CallUnboundCMethod1(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_get, d, key); else value = __Pyx_CallUnboundCMethod2(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_get, d, key, default_value); } return value; } /* RaiseException */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { PyObject* owned_instance = NULL; if (tb == Py_None) { tb = 0; } else if (tb && !PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto bad; } if (value == Py_None) value = 0; if (PyExceptionInstance_Check(type)) { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto bad; } value = type; type = (PyObject*) Py_TYPE(value); } else if (PyExceptionClass_Check(type)) { PyObject *instance_class = NULL; if (value && PyExceptionInstance_Check(value)) { instance_class = (PyObject*) Py_TYPE(value); if (instance_class != type) { int is_subclass = PyObject_IsSubclass(instance_class, type); if (!is_subclass) { instance_class = NULL; } else if (unlikely(is_subclass == -1)) { goto bad; } else { type = instance_class; } } } if (!instance_class) { PyObject *args; if (!value) args = PyTuple_New(0); else if (PyTuple_Check(value)) { Py_INCREF(value); args = value; } else args = PyTuple_Pack(1, value); if (!args) goto bad; owned_instance = PyObject_Call(type, args, NULL); Py_DECREF(args); if (!owned_instance) goto bad; value = owned_instance; if (!PyExceptionInstance_Check(value)) { PyErr_Format(PyExc_TypeError, "calling %R should have returned an instance of " "BaseException, not %R", type, Py_TYPE(value)); goto bad; } } } else { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto bad; } if (cause) { PyObject *fixed_cause; if (cause == Py_None) { fixed_cause = NULL; } else if (PyExceptionClass_Check(cause)) { fixed_cause = PyObject_CallObject(cause, NULL); if (fixed_cause == NULL) goto bad; } else if (PyExceptionInstance_Check(cause)) { fixed_cause = cause; Py_INCREF(fixed_cause); } else { PyErr_SetString(PyExc_TypeError, "exception causes must derive from " "BaseException"); goto bad; } PyException_SetCause(value, fixed_cause); } PyErr_SetObject(type, value); if (tb) { #if PY_VERSION_HEX >= 0x030C00A6 PyException_SetTraceback(value, tb); #elif CYTHON_FAST_THREAD_STATE PyThreadState *tstate = __Pyx_PyThreadState_Current; PyObject* tmp_tb = tstate->curexc_traceback; if (tb != tmp_tb) { Py_INCREF(tb); tstate->curexc_traceback = tb; Py_XDECREF(tmp_tb); } #else PyObject *tmp_type, *tmp_value, *tmp_tb; PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); Py_INCREF(tb); PyErr_Restore(tmp_type, tmp_value, tb); Py_XDECREF(tmp_tb); #endif } bad: Py_XDECREF(owned_instance); return; } /* IterFinish (used by dict_iter) */ static CYTHON_INLINE int __Pyx_IterFinish(void) { PyObject* exc_type; __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign exc_type = __Pyx_PyErr_CurrentExceptionType(); if (unlikely(exc_type)) { if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) return -1; __Pyx_PyErr_Clear(); return 0; } return 0; } /* PyObjectCallNoArg (used by PyObjectCallMethod0) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { PyObject *arg[2] = {NULL, NULL}; return __Pyx_PyObject_FastCall(func, arg + 1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); } /* PyObjectCallOneArg (used by PyObjectCallMethod0) */ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { PyObject *args[2] = {NULL, arg}; return __Pyx_PyObject_FastCall(func, args+1, 1 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); } /* PyObjectGetMethod (used by PyObjectCallMethod0) */ #if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))) static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) { PyObject *attr; #if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP __Pyx_TypeName type_name; PyTypeObject *tp = Py_TYPE(obj); PyObject *descr; descrgetfunc f = NULL; PyObject **dictptr, *dict; int meth_found = 0; assert (*method == NULL); if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) { attr = __Pyx_PyObject_GetAttrStr(obj, name); goto try_unpack; } if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) { return 0; } descr = _PyType_Lookup(tp, name); if (likely(descr != NULL)) { Py_INCREF(descr); #if defined(Py_TPFLAGS_METHOD_DESCRIPTOR) && Py_TPFLAGS_METHOD_DESCRIPTOR if (__Pyx_PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_METHOD_DESCRIPTOR)) #else #ifdef __Pyx_CyFunction_USED if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr))) #else if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type))) #endif #endif { meth_found = 1; } else { f = Py_TYPE(descr)->tp_descr_get; if (f != NULL && PyDescr_IsData(descr)) { attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); Py_DECREF(descr); goto try_unpack; } } } dictptr = _PyObject_GetDictPtr(obj); if (dictptr != NULL && (dict = *dictptr) != NULL) { Py_INCREF(dict); attr = __Pyx_PyDict_GetItemStr(dict, name); if (attr != NULL) { Py_INCREF(attr); Py_DECREF(dict); Py_XDECREF(descr); goto try_unpack; } Py_DECREF(dict); } if (meth_found) { *method = descr; return 1; } if (f != NULL) { attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); Py_DECREF(descr); goto try_unpack; } if (likely(descr != NULL)) { *method = descr; return 0; } type_name = __Pyx_PyType_GetFullyQualifiedName(tp); PyErr_Format(PyExc_AttributeError, "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'", type_name, name); __Pyx_DECREF_TypeName(type_name); return 0; #else attr = __Pyx_PyObject_GetAttrStr(obj, name); goto try_unpack; #endif try_unpack: #if CYTHON_UNPACK_METHODS if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) { PyObject *function = PyMethod_GET_FUNCTION(attr); Py_INCREF(function); Py_DECREF(attr); *method = function; return 1; } #endif *method = attr; return 0; } #endif /* PyObjectCallMethod0 (used by dict_iter) */ static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) { #if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)) PyObject *args[1] = {obj}; (void) __Pyx_PyObject_CallOneArg; (void) __Pyx_PyObject_CallNoArg; return PyObject_VectorcallMethod(method_name, args, 1 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); #else PyObject *method = NULL, *result = NULL; int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); if (likely(is_method)) { result = __Pyx_PyObject_CallOneArg(method, obj); Py_DECREF(method); return result; } if (unlikely(!method)) goto bad; result = __Pyx_PyObject_CallNoArg(method); Py_DECREF(method); bad: return result; #endif } /* RaiseNeedMoreValuesToUnpack (used by UnpackTuple2) */ static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", index, (index == 1) ? "" : "s"); } /* RaiseTooManyValuesToUnpack (used by UnpackItemEndCheck) */ static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } /* UnpackItemEndCheck (used by UnpackTuple2) */ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { if (unlikely(retval)) { Py_DECREF(retval); __Pyx_RaiseTooManyValuesError(expected); return -1; } return __Pyx_IterFinish(); } /* RaiseNoneIterError (used by UnpackTupleError) */ static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); } /* UnpackTupleError (used by UnpackTuple2) */ static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { if (t == Py_None) { __Pyx_RaiseNoneNotIterableError(); } else { Py_ssize_t size = __Pyx_PyTuple_GET_SIZE(t); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(size < 0)) return; #endif if (size < index) { __Pyx_RaiseNeedMoreValuesError(size); } else { __Pyx_RaiseTooManyValuesError(index); } } } /* UnpackTuple2 (used by dict_iter) */ static CYTHON_INLINE int __Pyx_unpack_tuple2( PyObject* tuple, PyObject** value1, PyObject** value2, int is_tuple, int has_known_size, int decref_tuple) { if (likely(is_tuple || PyTuple_Check(tuple))) { Py_ssize_t size; if (has_known_size) { return __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple); } size = __Pyx_PyTuple_GET_SIZE(tuple); if (likely(size == 2)) { return __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple); } if (size >= 0) { __Pyx_UnpackTupleError(tuple, 2); } return -1; } else { return __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple); } } static CYTHON_INLINE int __Pyx_unpack_tuple2_exact( PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) { PyObject *value1 = NULL, *value2 = NULL; #if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS value1 = __Pyx_PySequence_ITEM(tuple, 0); if (unlikely(!value1)) goto bad; value2 = __Pyx_PySequence_ITEM(tuple, 1); if (unlikely(!value2)) goto bad; #else value1 = PyTuple_GET_ITEM(tuple, 0); Py_INCREF(value1); value2 = PyTuple_GET_ITEM(tuple, 1); Py_INCREF(value2); #endif if (decref_tuple) { Py_DECREF(tuple); } *pvalue1 = value1; *pvalue2 = value2; return 0; #if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS bad: Py_XDECREF(value1); Py_XDECREF(value2); if (decref_tuple) { Py_XDECREF(tuple); } return -1; #endif } static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int has_known_size, int decref_tuple) { Py_ssize_t index; PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; iternextfunc iternext; iter = PyObject_GetIter(tuple); if (unlikely(!iter)) goto bad; if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } iternext = __Pyx_PyObject_GetIterNextFunc(iter); value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; Py_DECREF(iter); *pvalue1 = value1; *pvalue2 = value2; return 0; unpacking_failed: if (!has_known_size && __Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index); bad: Py_XDECREF(iter); Py_XDECREF(value1); Py_XDECREF(value2); if (decref_tuple) { Py_XDECREF(tuple); } return -1; } /* dict_iter */ #if CYTHON_COMPILING_IN_PYPY #include #endif static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, Py_ssize_t* p_orig_length, int* p_source_is_dict) { is_dict = is_dict || likely(PyDict_CheckExact(iterable)); *p_source_is_dict = is_dict; if (is_dict) { #if !CYTHON_COMPILING_IN_PYPY *p_orig_length = PyDict_Size(iterable); Py_INCREF(iterable); return iterable; #else static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL; PyObject **pp = NULL; if (method_name) { const char *name = PyUnicode_AsUTF8(method_name); if (strcmp(name, "iteritems") == 0) pp = &py_items; else if (strcmp(name, "iterkeys") == 0) pp = &py_keys; else if (strcmp(name, "itervalues") == 0) pp = &py_values; if (pp) { if (!*pp) { *pp = PyUnicode_FromString(name + 4); if (!*pp) return NULL; } method_name = *pp; } } #endif } *p_orig_length = 0; if (method_name) { PyObject* iter; iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); if (!iterable) return NULL; #if !CYTHON_COMPILING_IN_PYPY if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) return iterable; #endif iter = PyObject_GetIter(iterable); Py_DECREF(iterable); return iter; } return PyObject_GetIter(iterable); } #if !CYTHON_AVOID_BORROWED_REFS static CYTHON_INLINE int __Pyx_dict_iter_next_source_is_dict( PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos, PyObject** pkey, PyObject** pvalue, PyObject** pitem) { PyObject *key, *value; if (unlikely(orig_length != PyDict_Size(iter_obj))) { PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); return -1; } if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { return 0; } if (pitem) { PyObject* tuple = PyTuple_New(2); if (unlikely(!tuple)) { return -1; } Py_INCREF(key); Py_INCREF(value); #if CYTHON_ASSUME_SAFE_MACROS PyTuple_SET_ITEM(tuple, 0, key); PyTuple_SET_ITEM(tuple, 1, value); #else if (unlikely(PyTuple_SetItem(tuple, 0, key) < 0)) { Py_DECREF(value); Py_DECREF(tuple); return -1; } if (unlikely(PyTuple_SetItem(tuple, 1, value) < 0)) { Py_DECREF(tuple); return -1; } #endif *pitem = tuple; } else { if (pkey) { Py_INCREF(key); *pkey = key; } if (pvalue) { Py_INCREF(value); *pvalue = value; } } return 1; } #endif static CYTHON_INLINE int __Pyx_dict_iter_next( PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos, PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { PyObject* next_item; #if !CYTHON_AVOID_BORROWED_REFS if (source_is_dict) { int result; #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API Py_BEGIN_CRITICAL_SECTION(iter_obj); #endif result = __Pyx_dict_iter_next_source_is_dict(iter_obj, orig_length, ppos, pkey, pvalue, pitem); #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API Py_END_CRITICAL_SECTION(); #endif return result; } else if (PyTuple_CheckExact(iter_obj)) { Py_ssize_t pos = *ppos; Py_ssize_t tuple_size = __Pyx_PyTuple_GET_SIZE(iter_obj); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(tuple_size < 0)) return -1; #endif if (unlikely(pos >= tuple_size)) return 0; *ppos = pos + 1; #if CYTHON_ASSUME_SAFE_MACROS next_item = PyTuple_GET_ITEM(iter_obj, pos); #else next_item = PyTuple_GetItem(iter_obj, pos); if (unlikely(!next_item)) return -1; #endif Py_INCREF(next_item); } else if (PyList_CheckExact(iter_obj)) { Py_ssize_t pos = *ppos; Py_ssize_t list_size = __Pyx_PyList_GET_SIZE(iter_obj); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(list_size < 0)) return -1; #endif if (unlikely(pos >= list_size)) return 0; *ppos = pos + 1; next_item = __Pyx_PyList_GetItemRef(iter_obj, pos); if (unlikely(!next_item)) return -1; } else #endif { next_item = PyIter_Next(iter_obj); if (unlikely(!next_item)) { return __Pyx_IterFinish(); } } if (pitem) { *pitem = next_item; } else if (pkey && pvalue) { if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) return -1; } else if (pkey) { *pkey = next_item; } else { *pvalue = next_item; } return 1; } /* PyObjectFastCallMethod */ #if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000 static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf) { PyObject *result; PyObject *attr = PyObject_GetAttr(args[0], name); if (unlikely(!attr)) return NULL; result = __Pyx_PyObject_FastCall(attr, args+1, nargsf - 1); Py_DECREF(attr); return result; } #endif /* TupleAndListFromArray (used by fastcall) */ #if !CYTHON_COMPILING_IN_CPYTHON && CYTHON_METH_FASTCALL static CYTHON_INLINE PyObject * __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n) { PyObject *res; Py_ssize_t i; if (n <= 0) { return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple); } res = PyTuple_New(n); if (unlikely(res == NULL)) return NULL; for (i = 0; i < n; i++) { if (unlikely(__Pyx_PyTuple_SET_ITEM(res, i, src[i]) < (0))) { Py_DECREF(res); return NULL; } Py_INCREF(src[i]); } return res; } #elif CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) { PyObject *v; Py_ssize_t i; for (i = 0; i < length; i++) { v = dest[i] = src[i]; Py_INCREF(v); } } static CYTHON_INLINE PyObject * __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n) { PyObject *res; if (n <= 0) { return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple); } res = PyTuple_New(n); if (unlikely(res == NULL)) return NULL; __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n); return res; } static CYTHON_INLINE PyObject * __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n) { PyObject *res; if (n <= 0) { return PyList_New(0); } res = PyList_New(n); if (unlikely(res == NULL)) return NULL; __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n); return res; } #endif /* BytesEquals (used by UnicodeEquals) */ static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL ||\ !(CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS) return PyObject_RichCompareBool(s1, s2, equals); #else if (s1 == s2) { return (equals == Py_EQ); } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { const char *ps1, *ps2; Py_ssize_t length = PyBytes_GET_SIZE(s1); if (length != PyBytes_GET_SIZE(s2)) return (equals == Py_NE); ps1 = PyBytes_AS_STRING(s1); ps2 = PyBytes_AS_STRING(s2); if (ps1[0] != ps2[0]) { return (equals == Py_NE); } else if (length == 1) { return (equals == Py_EQ); } else { int result; #if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000) Py_hash_t hash1, hash2; hash1 = ((PyBytesObject*)s1)->ob_shash; hash2 = ((PyBytesObject*)s2)->ob_shash; if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { return (equals == Py_NE); } #endif result = memcmp(ps1, ps2, (size_t)length); return (equals == Py_EQ) ? (result == 0) : (result != 0); } } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { return (equals == Py_NE); } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { return (equals == Py_NE); } else { int result; PyObject* py_result = PyObject_RichCompare(s1, s2, equals); if (!py_result) return -1; result = __Pyx_PyObject_IsTrue(py_result); Py_DECREF(py_result); return result; } #endif } /* UnicodeEquals (used by fastcall) */ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL return PyObject_RichCompareBool(s1, s2, equals); #else int s1_is_unicode, s2_is_unicode; if (s1 == s2) { goto return_eq; } s1_is_unicode = PyUnicode_CheckExact(s1); s2_is_unicode = PyUnicode_CheckExact(s2); if (s1_is_unicode & s2_is_unicode) { Py_ssize_t length, length2; int kind; void *data1, *data2; #if !CYTHON_COMPILING_IN_LIMITED_API if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) return -1; #endif length = __Pyx_PyUnicode_GET_LENGTH(s1); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(length < 0)) return -1; #endif length2 = __Pyx_PyUnicode_GET_LENGTH(s2); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(length2 < 0)) return -1; #endif if (length != length2) { goto return_ne; } #if CYTHON_USE_UNICODE_INTERNALS { Py_hash_t hash1, hash2; hash1 = ((PyASCIIObject*)s1)->hash; hash2 = ((PyASCIIObject*)s2)->hash; if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { goto return_ne; } } #endif kind = __Pyx_PyUnicode_KIND(s1); if (kind != __Pyx_PyUnicode_KIND(s2)) { goto return_ne; } data1 = __Pyx_PyUnicode_DATA(s1); data2 = __Pyx_PyUnicode_DATA(s2); if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { goto return_ne; } else if (length == 1) { goto return_eq; } else { int result = memcmp(data1, data2, (size_t)(length * kind)); return (equals == Py_EQ) ? (result == 0) : (result != 0); } } else if ((s1 == Py_None) & s2_is_unicode) { goto return_ne; } else if ((s2 == Py_None) & s1_is_unicode) { goto return_ne; } else { int result; PyObject* py_result = PyObject_RichCompare(s1, s2, equals); if (!py_result) return -1; result = __Pyx_PyObject_IsTrue(py_result); Py_DECREF(py_result); return result; } return_eq: return (equals == Py_EQ); return_ne: return (equals == Py_NE); #endif } /* fastcall */ #if CYTHON_METH_FASTCALL static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s) { Py_ssize_t i, n = __Pyx_PyTuple_GET_SIZE(kwnames); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(n == -1)) return NULL; #endif for (i = 0; i < n; i++) { PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i); #if !CYTHON_ASSUME_SAFE_MACROS if (unlikely(!namei)) return NULL; #endif if (s == namei) return kwvalues[i]; } for (i = 0; i < n; i++) { PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i); #if !CYTHON_ASSUME_SAFE_MACROS if (unlikely(!namei)) return NULL; #endif int eq = __Pyx_PyUnicode_Equals(s, namei, Py_EQ); if (unlikely(eq != 0)) { if (unlikely(eq < 0)) return NULL; return kwvalues[i]; } } return NULL; } #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues) { Py_ssize_t i, nkwargs; PyObject *dict; #if !CYTHON_ASSUME_SAFE_SIZE nkwargs = PyTuple_Size(kwnames); if (unlikely(nkwargs < 0)) return NULL; #else nkwargs = PyTuple_GET_SIZE(kwnames); #endif dict = PyDict_New(); if (unlikely(!dict)) return NULL; for (i=0; ifunc)) { if (likely(cfunc->flag == METH_NOARGS)) return __Pyx_CallCFunction(cfunc, self, NULL); if (likely(cfunc->flag == METH_FASTCALL)) return __Pyx_CallCFunctionFast(cfunc, self, NULL, 0); if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS)) return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, NULL, 0, NULL); if (likely(cfunc->flag == (METH_VARARGS | METH_KEYWORDS))) return __Pyx_CallCFunctionWithKeywords(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple, NULL); if (cfunc->flag == METH_VARARGS) return __Pyx_CallCFunction(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple); return __Pyx__CallUnboundCMethod0(cfunc, self); } #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING else if (unlikely(was_initialized == 1)) { __Pyx_CachedCFunction tmp_cfunc = { #ifndef __cplusplus 0 #endif }; tmp_cfunc.type = cfunc->type; tmp_cfunc.method_name = cfunc->method_name; return __Pyx__CallUnboundCMethod0(&tmp_cfunc, self); } #endif PyObject *result = __Pyx__CallUnboundCMethod0(cfunc, self); __Pyx_CachedCFunction_SetFinishedInitializing(cfunc); return result; } #endif static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) { PyObject *result; if (unlikely(!cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL; result = __Pyx_PyObject_CallOneArg(cfunc->method, self); return result; } /* py_dict_items (used by OwnedDictNext) */ static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d) { return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_items, d); } /* py_dict_values (used by OwnedDictNext) */ static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d) { return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_values, d); } /* OwnedDictNext (used by ParseKeywordsImpl) */ #if CYTHON_AVOID_BORROWED_REFS static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue) { PyObject *next = NULL; if (!*ppos) { if (pvalue) { PyObject *dictview = pkey ? __Pyx_PyDict_Items(p) : __Pyx_PyDict_Values(p); if (unlikely(!dictview)) goto bad; *ppos = PyObject_GetIter(dictview); Py_DECREF(dictview); } else { *ppos = PyObject_GetIter(p); } if (unlikely(!*ppos)) goto bad; } next = PyIter_Next(*ppos); if (!next) { if (PyErr_Occurred()) goto bad; return 0; } if (pkey && pvalue) { *pkey = __Pyx_PySequence_ITEM(next, 0); if (unlikely(*pkey)) goto bad; *pvalue = __Pyx_PySequence_ITEM(next, 1); if (unlikely(*pvalue)) goto bad; Py_DECREF(next); } else if (pkey) { *pkey = next; } else { assert(pvalue); *pvalue = next; } return 1; bad: Py_XDECREF(next); #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000 PyErr_FormatUnraisable("Exception ignored in __Pyx_PyDict_NextRef"); #else PyErr_WriteUnraisable(__pyx_mstate_global->__pyx_n_u_Pyx_PyDict_NextRef); #endif if (pkey) *pkey = NULL; if (pvalue) *pvalue = NULL; return 0; } #else // !CYTHON_AVOID_BORROWED_REFS static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue) { int result = PyDict_Next(p, ppos, pkey, pvalue); if (likely(result == 1)) { if (pkey) Py_INCREF(*pkey); if (pvalue) Py_INCREF(*pvalue); } return result; } #endif /* RaiseDoubleKeywords (used by ParseKeywordsImpl) */ static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) { PyErr_Format(PyExc_TypeError, "%s() got multiple values for keyword argument '%U'", func_name, kw_name); } /* ParseKeywordsImpl (used by ParseKeywords) */ static int __Pyx_ValidateDuplicatePosArgs( PyObject *kwds, PyObject ** const argnames[], PyObject ** const *first_kw_arg, const char* function_name) { PyObject ** const *name = argnames; while (name != first_kw_arg) { PyObject *key = **name; int found = PyDict_Contains(kwds, key); if (unlikely(found)) { if (found == 1) __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; } name++; } return 0; bad: return -1; } #if CYTHON_USE_UNICODE_INTERNALS static CYTHON_INLINE int __Pyx_UnicodeKeywordsEqual(PyObject *s1, PyObject *s2) { int kind; Py_ssize_t len = PyUnicode_GET_LENGTH(s1); if (len != PyUnicode_GET_LENGTH(s2)) return 0; kind = PyUnicode_KIND(s1); if (kind != PyUnicode_KIND(s2)) return 0; const void *data1 = PyUnicode_DATA(s1); const void *data2 = PyUnicode_DATA(s2); return (memcmp(data1, data2, (size_t) len * (size_t) kind) == 0); } #endif static int __Pyx_MatchKeywordArg_str( PyObject *key, PyObject ** const argnames[], PyObject ** const *first_kw_arg, size_t *index_found, const char *function_name) { PyObject ** const *name; #if CYTHON_USE_UNICODE_INTERNALS Py_hash_t key_hash = ((PyASCIIObject*)key)->hash; if (unlikely(key_hash == -1)) { key_hash = PyObject_Hash(key); if (unlikely(key_hash == -1)) goto bad; } #endif name = first_kw_arg; while (*name) { PyObject *name_str = **name; #if CYTHON_USE_UNICODE_INTERNALS if (key_hash == ((PyASCIIObject*)name_str)->hash && __Pyx_UnicodeKeywordsEqual(name_str, key)) { *index_found = (size_t) (name - argnames); return 1; } #else #if CYTHON_ASSUME_SAFE_SIZE if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key)) #endif { int cmp = PyUnicode_Compare(name_str, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) { *index_found = (size_t) (name - argnames); return 1; } } #endif name++; } name = argnames; while (name != first_kw_arg) { PyObject *name_str = **name; #if CYTHON_USE_UNICODE_INTERNALS if (unlikely(key_hash == ((PyASCIIObject*)name_str)->hash)) { if (__Pyx_UnicodeKeywordsEqual(name_str, key)) goto arg_passed_twice; } #else #if CYTHON_ASSUME_SAFE_SIZE if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key)) #endif { if (unlikely(name_str == key)) goto arg_passed_twice; int cmp = PyUnicode_Compare(name_str, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) goto arg_passed_twice; } #endif name++; } return 0; arg_passed_twice: __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; bad: return -1; } static int __Pyx_MatchKeywordArg_nostr( PyObject *key, PyObject ** const argnames[], PyObject ** const *first_kw_arg, size_t *index_found, const char *function_name) { PyObject ** const *name; if (unlikely(!PyUnicode_Check(key))) goto invalid_keyword_type; name = first_kw_arg; while (*name) { int cmp = PyObject_RichCompareBool(**name, key, Py_EQ); if (cmp == 1) { *index_found = (size_t) (name - argnames); return 1; } if (unlikely(cmp == -1)) goto bad; name++; } name = argnames; while (name != first_kw_arg) { int cmp = PyObject_RichCompareBool(**name, key, Py_EQ); if (unlikely(cmp != 0)) { if (cmp == 1) goto arg_passed_twice; else goto bad; } name++; } return 0; arg_passed_twice: __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; invalid_keyword_type: PyErr_Format(PyExc_TypeError, "%.200s() keywords must be strings", function_name); goto bad; bad: return -1; } static CYTHON_INLINE int __Pyx_MatchKeywordArg( PyObject *key, PyObject ** const argnames[], PyObject ** const *first_kw_arg, size_t *index_found, const char *function_name) { return likely(PyUnicode_CheckExact(key)) ? __Pyx_MatchKeywordArg_str(key, argnames, first_kw_arg, index_found, function_name) : __Pyx_MatchKeywordArg_nostr(key, argnames, first_kw_arg, index_found, function_name); } static void __Pyx_RejectUnknownKeyword( PyObject *kwds, PyObject ** const argnames[], PyObject ** const *first_kw_arg, const char *function_name) { #if CYTHON_AVOID_BORROWED_REFS PyObject *pos = NULL; #else Py_ssize_t pos = 0; #endif PyObject *key = NULL; __Pyx_BEGIN_CRITICAL_SECTION(kwds); while ( #if CYTHON_AVOID_BORROWED_REFS __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL) #else PyDict_Next(kwds, &pos, &key, NULL) #endif ) { PyObject** const *name = first_kw_arg; while (*name && (**name != key)) name++; if (!*name) { size_t index_found = 0; int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name); if (cmp != 1) { if (cmp == 0) { PyErr_Format(PyExc_TypeError, "%s() got an unexpected keyword argument '%U'", function_name, key); } #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(key); #endif break; } } #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(key); #endif } __Pyx_END_CRITICAL_SECTION(); #if CYTHON_AVOID_BORROWED_REFS Py_XDECREF(pos); #endif assert(PyErr_Occurred()); } static int __Pyx_ParseKeywordDict( PyObject *kwds, PyObject ** const argnames[], PyObject *values[], Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, const char* function_name, int ignore_unknown_kwargs) { PyObject** const *name; PyObject** const *first_kw_arg = argnames + num_pos_args; Py_ssize_t extracted = 0; #if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments) if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1; #endif name = first_kw_arg; while (*name && num_kwargs > extracted) { PyObject * key = **name; PyObject *value; int found = 0; #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 found = PyDict_GetItemRef(kwds, key, &value); #else value = PyDict_GetItemWithError(kwds, key); if (value) { Py_INCREF(value); found = 1; } else { if (unlikely(PyErr_Occurred())) goto bad; } #endif if (found) { if (unlikely(found < 0)) goto bad; values[name-argnames] = value; extracted++; } name++; } if (num_kwargs > extracted) { if (ignore_unknown_kwargs) { if (unlikely(__Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name) == -1)) goto bad; } else { __Pyx_RejectUnknownKeyword(kwds, argnames, first_kw_arg, function_name); goto bad; } } return 0; bad: return -1; } static int __Pyx_ParseKeywordDictToDict( PyObject *kwds, PyObject ** const argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, const char* function_name) { PyObject** const *name; PyObject** const *first_kw_arg = argnames + num_pos_args; Py_ssize_t len; #if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments) if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1; #endif if (PyDict_Update(kwds2, kwds) < 0) goto bad; name = first_kw_arg; while (*name) { PyObject *key = **name; PyObject *value; #if !CYTHON_COMPILING_IN_LIMITED_API && (PY_VERSION_HEX >= 0x030d00A2 || defined(PyDict_Pop)) int found = PyDict_Pop(kwds2, key, &value); if (found) { if (unlikely(found < 0)) goto bad; values[name-argnames] = value; } #elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000 int found = PyDict_GetItemRef(kwds2, key, &value); if (found) { if (unlikely(found < 0)) goto bad; values[name-argnames] = value; if (unlikely(PyDict_DelItem(kwds2, key) < 0)) goto bad; } #else #if CYTHON_COMPILING_IN_CPYTHON value = _PyDict_Pop(kwds2, key, kwds2); #else value = __Pyx_CallUnboundCMethod2(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_pop, kwds2, key, kwds2); #endif if (value == kwds2) { Py_DECREF(value); } else { if (unlikely(!value)) goto bad; values[name-argnames] = value; } #endif name++; } len = PyDict_Size(kwds2); if (len > 0) { return __Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name); } else if (unlikely(len == -1)) { goto bad; } return 0; bad: return -1; } static int __Pyx_ParseKeywordsTuple( PyObject *kwds, PyObject * const *kwvalues, PyObject ** const argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, const char* function_name, int ignore_unknown_kwargs) { PyObject *key = NULL; PyObject** const * name; PyObject** const *first_kw_arg = argnames + num_pos_args; for (Py_ssize_t pos = 0; pos < num_kwargs; pos++) { #if CYTHON_AVOID_BORROWED_REFS key = __Pyx_PySequence_ITEM(kwds, pos); #else key = __Pyx_PyTuple_GET_ITEM(kwds, pos); #endif #if !CYTHON_ASSUME_SAFE_MACROS if (unlikely(!key)) goto bad; #endif name = first_kw_arg; while (*name && (**name != key)) name++; if (*name) { PyObject *value = kwvalues[pos]; values[name-argnames] = __Pyx_NewRef(value); } else { size_t index_found = 0; int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name); if (cmp == 1) { PyObject *value = kwvalues[pos]; values[index_found] = __Pyx_NewRef(value); } else { if (unlikely(cmp == -1)) goto bad; if (kwds2) { PyObject *value = kwvalues[pos]; if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; } else if (!ignore_unknown_kwargs) { goto invalid_keyword; } } } #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(key); key = NULL; #endif } return 0; invalid_keyword: PyErr_Format(PyExc_TypeError, "%s() got an unexpected keyword argument '%U'", function_name, key); goto bad; bad: #if CYTHON_AVOID_BORROWED_REFS Py_XDECREF(key); #endif return -1; } /* ParseKeywords */ static int __Pyx_ParseKeywords( PyObject *kwds, PyObject * const *kwvalues, PyObject ** const argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, const char* function_name, int ignore_unknown_kwargs) { if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds))) return __Pyx_ParseKeywordsTuple(kwds, kwvalues, argnames, kwds2, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs); else if (kwds2) return __Pyx_ParseKeywordDictToDict(kwds, argnames, kwds2, values, num_pos_args, function_name); else return __Pyx_ParseKeywordDict(kwds, argnames, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs); } /* RaiseArgTupleInvalid */ static void __Pyx_RaiseArgtupleInvalid( const char* func_name, int exact, Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found) { Py_ssize_t num_expected; const char *more_or_less; if (num_found < num_min) { num_expected = num_min; more_or_less = "at least"; } else { num_expected = num_max; more_or_less = "at most"; } if (exact) { more_or_less = "exactly"; } PyErr_Format(PyExc_TypeError, "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", func_name, more_or_less, num_expected, (num_expected == 1) ? "" : "s", num_found); } /* ArgTypeTestFunc (used by ArgTypeTest) */ static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) { __Pyx_TypeName type_name; __Pyx_TypeName obj_type_name; PyObject *extra_info = __pyx_mstate_global->__pyx_empty_unicode; int from_annotation_subclass = 0; if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; } else if (!exact) { if (likely(__Pyx_TypeCheck(obj, type))) return 1; } else if (exact == 2) { if (__Pyx_TypeCheck(obj, type)) { from_annotation_subclass = 1; extra_info = __pyx_mstate_global->__pyx_kp_u_Note_that_Cython_is_deliberately; } } type_name = __Pyx_PyType_GetFullyQualifiedName(type); obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); PyErr_Format(PyExc_TypeError, "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME ", got " __Pyx_FMT_TYPENAME ")" #if __PYX_LIMITED_VERSION_HEX < 0x030C0000 "%s%U" #endif , name, type_name, obj_type_name #if __PYX_LIMITED_VERSION_HEX < 0x030C0000 , (from_annotation_subclass ? ". " : ""), extra_info #endif ); #if __PYX_LIMITED_VERSION_HEX >= 0x030C0000 if (exact == 2 && from_annotation_subclass) { PyObject *res; PyObject *vargs[2]; vargs[0] = PyErr_GetRaisedException(); vargs[1] = extra_info; res = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_kp_u_add_note, vargs, 2, NULL); Py_XDECREF(res); PyErr_SetRaisedException(vargs[0]); } #endif __Pyx_DECREF_TypeName(type_name); __Pyx_DECREF_TypeName(obj_type_name); return 0; } /* RaiseUnexpectedTypeError */ static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj) { __Pyx_TypeName obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); PyErr_Format(PyExc_TypeError, "Expected %s, got " __Pyx_FMT_TYPENAME, expected, obj_type_name); __Pyx_DECREF_TypeName(obj_type_name); return 0; } /* CIntToDigits (used by CIntToPyUnicode) */ static const char DIGIT_PAIRS_10[2*10*10+1] = { "00010203040506070809" "10111213141516171819" "20212223242526272829" "30313233343536373839" "40414243444546474849" "50515253545556575859" "60616263646566676869" "70717273747576777879" "80818283848586878889" "90919293949596979899" }; static const char DIGIT_PAIRS_8[2*8*8+1] = { "0001020304050607" "1011121314151617" "2021222324252627" "3031323334353637" "4041424344454647" "5051525354555657" "6061626364656667" "7071727374757677" }; static const char DIGITS_HEX[2*16+1] = { "0123456789abcdef" "0123456789ABCDEF" }; /* BuildPyUnicode (used by COrdinalToPyUnicode) */ static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength, int prepend_sign, char padding_char) { PyObject *uval; Py_ssize_t uoffset = ulength - clength; #if CYTHON_USE_UNICODE_INTERNALS Py_ssize_t i; void *udata; uval = PyUnicode_New(ulength, 127); if (unlikely(!uval)) return NULL; udata = PyUnicode_DATA(uval); if (uoffset > 0) { i = 0; if (prepend_sign) { __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, 0, '-'); i++; } for (; i < uoffset; i++) { __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, i, padding_char); } } for (i=0; i < clength; i++) { __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, uoffset+i, chars[i]); } #else { PyObject *sign = NULL, *padding = NULL; uval = NULL; if (uoffset > 0) { prepend_sign = !!prepend_sign; if (uoffset > prepend_sign) { padding = PyUnicode_FromOrdinal(padding_char); if (likely(padding) && uoffset > prepend_sign + 1) { PyObject *tmp = PySequence_Repeat(padding, uoffset - prepend_sign); Py_DECREF(padding); padding = tmp; } if (unlikely(!padding)) goto done_or_error; } if (prepend_sign) { sign = PyUnicode_FromOrdinal('-'); if (unlikely(!sign)) goto done_or_error; } } uval = PyUnicode_DecodeASCII(chars, clength, NULL); if (likely(uval) && padding) { PyObject *tmp = PyUnicode_Concat(padding, uval); Py_DECREF(uval); uval = tmp; } if (likely(uval) && sign) { PyObject *tmp = PyUnicode_Concat(sign, uval); Py_DECREF(uval); uval = tmp; } done_or_error: Py_XDECREF(padding); Py_XDECREF(sign); } #endif return uval; } /* COrdinalToPyUnicode (used by CIntToPyUnicode) */ static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value) { return value <= 1114111; } static PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t ulength, char padding_char) { Py_ssize_t padding_length = ulength - 1; if (likely((padding_length <= 250) && (value < 0xD800 || value > 0xDFFF))) { char chars[256]; if (value <= 255) { memset(chars, padding_char, (size_t) padding_length); chars[ulength-1] = (char) value; return PyUnicode_DecodeLatin1(chars, ulength, NULL); } char *cpos = chars + sizeof(chars); if (value < 0x800) { *--cpos = (char) (0x80 | (value & 0x3f)); value >>= 6; *--cpos = (char) (0xc0 | (value & 0x1f)); } else if (value < 0x10000) { *--cpos = (char) (0x80 | (value & 0x3f)); value >>= 6; *--cpos = (char) (0x80 | (value & 0x3f)); value >>= 6; *--cpos = (char) (0xe0 | (value & 0x0f)); } else { *--cpos = (char) (0x80 | (value & 0x3f)); value >>= 6; *--cpos = (char) (0x80 | (value & 0x3f)); value >>= 6; *--cpos = (char) (0x80 | (value & 0x3f)); value >>= 6; *--cpos = (char) (0xf0 | (value & 0x07)); } cpos -= padding_length; memset(cpos, padding_char, (size_t) padding_length); return PyUnicode_DecodeUTF8(cpos, chars + sizeof(chars) - cpos, NULL); } if (value <= 127 && CYTHON_USE_UNICODE_INTERNALS) { const char chars[1] = {(char) value}; return __Pyx_PyUnicode_BuildFromAscii(ulength, chars, 1, 0, padding_char); } { PyObject *uchar, *padding_uchar, *padding, *result; padding_uchar = PyUnicode_FromOrdinal(padding_char); if (unlikely(!padding_uchar)) return NULL; padding = PySequence_Repeat(padding_uchar, padding_length); Py_DECREF(padding_uchar); if (unlikely(!padding)) return NULL; uchar = PyUnicode_FromOrdinal(value); if (unlikely(!uchar)) { Py_DECREF(padding); return NULL; } result = PyUnicode_Concat(padding, uchar); Py_DECREF(padding); Py_DECREF(uchar); return result; } } /* CIntToPyUnicode */ static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int neg_one = (int) -1, const_zero = (int) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!(is_unsigned || value == 0 || value > 0) || !(sizeof(value) <= 2 || value & ~ (int) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) { PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)"); return NULL; } if (width <= 1) { return PyUnicode_FromOrdinal((int) value); } return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char); } static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char) { char digits[sizeof(int)*3+2]; char *dpos, *end = digits + sizeof(int)*3+2; const char *hex_digits = DIGITS_HEX; Py_ssize_t length, ulength; int prepend_sign, last_one_off; int remaining; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int neg_one = (int) -1, const_zero = (int) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (format_char == 'X') { hex_digits += 16; format_char = 'x'; } remaining = value; last_one_off = 0; dpos = end; do { int digit_pos; switch (format_char) { case 'o': digit_pos = abs((int)(remaining % (8*8))); remaining = (int) (remaining / (8*8)); dpos -= 2; memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2); last_one_off = (digit_pos < 8); break; case 'd': digit_pos = abs((int)(remaining % (10*10))); remaining = (int) (remaining / (10*10)); dpos -= 2; memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2); last_one_off = (digit_pos < 10); break; case 'x': *(--dpos) = hex_digits[abs((int)(remaining % 16))]; remaining = (int) (remaining / 16); break; default: assert(0); break; } } while (unlikely(remaining != 0)); assert(!last_one_off || *dpos == '0'); dpos += last_one_off; length = end - dpos; ulength = length; prepend_sign = 0; if (!is_unsigned && value <= neg_one) { if (padding_char == ' ' || width <= length + 1) { *(--dpos) = '-'; ++length; } else { prepend_sign = 1; } ++ulength; } if (width > ulength) { ulength = width; } if (ulength == 1) { return PyUnicode_FromOrdinal(*dpos); } return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char); } /* CIntToPyUnicode */ static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!(is_unsigned || value == 0 || value > 0) || !(sizeof(value) <= 2 || value & ~ (Py_ssize_t) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) { PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)"); return NULL; } if (width <= 1) { return PyUnicode_FromOrdinal((int) value); } return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char); } static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char) { char digits[sizeof(Py_ssize_t)*3+2]; char *dpos, *end = digits + sizeof(Py_ssize_t)*3+2; const char *hex_digits = DIGITS_HEX; Py_ssize_t length, ulength; int prepend_sign, last_one_off; Py_ssize_t remaining; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (format_char == 'X') { hex_digits += 16; format_char = 'x'; } remaining = value; last_one_off = 0; dpos = end; do { int digit_pos; switch (format_char) { case 'o': digit_pos = abs((int)(remaining % (8*8))); remaining = (Py_ssize_t) (remaining / (8*8)); dpos -= 2; memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2); last_one_off = (digit_pos < 8); break; case 'd': digit_pos = abs((int)(remaining % (10*10))); remaining = (Py_ssize_t) (remaining / (10*10)); dpos -= 2; memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2); last_one_off = (digit_pos < 10); break; case 'x': *(--dpos) = hex_digits[abs((int)(remaining % 16))]; remaining = (Py_ssize_t) (remaining / 16); break; default: assert(0); break; } } while (unlikely(remaining != 0)); assert(!last_one_off || *dpos == '0'); dpos += last_one_off; length = end - dpos; ulength = length; prepend_sign = 0; if (!is_unsigned && value <= neg_one) { if (padding_char == ' ' || width <= length + 1) { *(--dpos) = '-'; ++length; } else { prepend_sign = 1; } ++ulength; } if (width > ulength) { ulength = width; } if (ulength == 1) { return PyUnicode_FromOrdinal(*dpos); } return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char); } /* JoinPyUnicode */ static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength, Py_UCS4 max_char) { #if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS PyObject *result_uval; int result_ukind, kind_shift; Py_ssize_t i, char_pos; void *result_udata; if (max_char > 1114111) max_char = 1114111; result_uval = PyUnicode_New(result_ulength, max_char); if (unlikely(!result_uval)) return NULL; result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND; kind_shift = (result_ukind == PyUnicode_4BYTE_KIND) ? 2 : result_ukind - 1; result_udata = PyUnicode_DATA(result_uval); assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0); if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - result_ulength < 0)) goto overflow; char_pos = 0; for (i=0; i < value_count; i++) { int ukind; Py_ssize_t ulength; void *udata; PyObject *uval = values[i]; #if !CYTHON_COMPILING_IN_LIMITED_API if (__Pyx_PyUnicode_READY(uval) == (-1)) goto bad; #endif ulength = __Pyx_PyUnicode_GET_LENGTH(uval); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(ulength < 0)) goto bad; #endif if (unlikely(!ulength)) continue; if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - ulength < char_pos)) goto overflow; ukind = __Pyx_PyUnicode_KIND(uval); udata = __Pyx_PyUnicode_DATA(uval); if (ukind == result_ukind) { memcpy((char *)result_udata + (char_pos << kind_shift), udata, (size_t) (ulength << kind_shift)); } else { #if PY_VERSION_HEX >= 0x030d0000 if (unlikely(PyUnicode_CopyCharacters(result_uval, char_pos, uval, 0, ulength) < 0)) goto bad; #elif CYTHON_COMPILING_IN_CPYTHON || defined(_PyUnicode_FastCopyCharacters) _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength); #else Py_ssize_t j; for (j=0; j < ulength; j++) { Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j); __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar); } #endif } char_pos += ulength; } return result_uval; overflow: PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string"); bad: Py_DECREF(result_uval); return NULL; #else Py_ssize_t i; PyObject *result = NULL; PyObject *value_tuple = PyTuple_New(value_count); if (unlikely(!value_tuple)) return NULL; CYTHON_UNUSED_VAR(max_char); CYTHON_UNUSED_VAR(result_ulength); for (i=0; i__pyx_empty_unicode, value_tuple); bad: Py_DECREF(value_tuple); return result; #endif } /* GetAttr */ static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { #if CYTHON_USE_TYPE_SLOTS if (likely(PyUnicode_Check(n))) return __Pyx_PyObject_GetAttrStr(o, n); #endif return PyObject_GetAttr(o, n); } /* GetItemInt */ static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (unlikely(!j)) return NULL; r = PyObject_GetItem(o, j); Py_DECREF(j); return r; } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck, int unsafe_shared) { CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); #if CYTHON_ASSUME_SAFE_SIZE Py_ssize_t wrapped_i = i; if (wraparound & unlikely(i < 0)) { wrapped_i += PyList_GET_SIZE(o); } if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS)) { return __Pyx_PyList_GetItemRefFast(o, wrapped_i, unsafe_shared); } else if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { return __Pyx_NewRef(PyList_GET_ITEM(o, wrapped_i)); } return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i)); #else (void)wraparound; (void)boundscheck; return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck, int unsafe_shared) { CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); #if CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS Py_ssize_t wrapped_i = i; if (wraparound & unlikely(i < 0)) { wrapped_i += PyTuple_GET_SIZE(o); } if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { return __Pyx_NewRef(PyTuple_GET_ITEM(o, wrapped_i)); } return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i)); #else (void)wraparound; (void)boundscheck; return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck, int unsafe_shared) { CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); #if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE if (is_list || PyList_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS)) { return __Pyx_PyList_GetItemRefFast(o, n, unsafe_shared); } else if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { return __Pyx_NewRef(PyList_GET_ITEM(o, n)); } } else #if !CYTHON_AVOID_BORROWED_REFS if (PyTuple_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { return __Pyx_NewRef(PyTuple_GET_ITEM(o, n)); } } else #endif #endif #if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY { PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping; PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence; if (!is_list && mm && mm->mp_subscript) { PyObject *r, *key = PyLong_FromSsize_t(i); if (unlikely(!key)) return NULL; r = mm->mp_subscript(o, key); Py_DECREF(key); return r; } if (is_list || likely(sm && sm->sq_item)) { if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) { Py_ssize_t l = sm->sq_length(o); if (likely(l >= 0)) { i += l; } else { if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return NULL; PyErr_Clear(); } } return sm->sq_item(o, i); } } #else if (is_list || !PyMapping_Check(o)) { return PySequence_GetItem(o, i); } #endif (void)wraparound; (void)boundscheck; return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i)); } /* ObjectGetItem */ #if CYTHON_USE_TYPE_SLOTS static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) { PyObject *runerr = NULL; Py_ssize_t key_value; key_value = __Pyx_PyIndex_AsSsize_t(index); if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1, 1); } if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { __Pyx_TypeName index_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(index)); PyErr_Clear(); PyErr_Format(PyExc_IndexError, "cannot fit '" __Pyx_FMT_TYPENAME "' into an index-sized integer", index_type_name); __Pyx_DECREF_TypeName(index_type_name); } return NULL; } static PyObject *__Pyx_PyObject_GetItem_Slow(PyObject *obj, PyObject *key) { __Pyx_TypeName obj_type_name; if (likely(PyType_Check(obj))) { PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(obj, __pyx_mstate_global->__pyx_n_u_class_getitem); if (!meth) { PyErr_Clear(); } else { PyObject *result = __Pyx_PyObject_CallOneArg(meth, key); Py_DECREF(meth); return result; } } obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); PyErr_Format(PyExc_TypeError, "'" __Pyx_FMT_TYPENAME "' object is not subscriptable", obj_type_name); __Pyx_DECREF_TypeName(obj_type_name); return NULL; } static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) { PyTypeObject *tp = Py_TYPE(obj); PyMappingMethods *mm = tp->tp_as_mapping; PySequenceMethods *sm = tp->tp_as_sequence; if (likely(mm && mm->mp_subscript)) { return mm->mp_subscript(obj, key); } if (likely(sm && sm->sq_item)) { return __Pyx_PyObject_GetIndex(obj, key); } return __Pyx_PyObject_GetItem_Slow(obj, key); } #endif /* RejectKeywords */ static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds) { PyObject *key = NULL; if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds))) { key = __Pyx_PySequence_ITEM(kwds, 0); } else { #if CYTHON_AVOID_BORROWED_REFS PyObject *pos = NULL; #else Py_ssize_t pos = 0; #endif #if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments) if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return; #endif __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL); #if CYTHON_AVOID_BORROWED_REFS Py_XDECREF(pos); #endif } if (likely(key)) { PyErr_Format(PyExc_TypeError, "%s() got an unexpected keyword argument '%U'", function_name, key); Py_DECREF(key); } } /* DivInt[Py_ssize_t] */ static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b, int b_is_constant) { Py_ssize_t q = a / b; Py_ssize_t r = a - q*b; Py_ssize_t adapt_python = (b_is_constant ? ((r != 0) & ((r < 0) ^ (b < 0))) : ((r != 0) & ((r ^ b) < 0)) ); return q - adapt_python; } /* GetAttr3 */ #if __PYX_LIMITED_VERSION_HEX < 0x030d0000 static PyObject *__Pyx_GetAttr3Default(PyObject *d) { __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) return NULL; __Pyx_PyErr_Clear(); Py_INCREF(d); return d; } #endif static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) { PyObject *r; #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 int res = PyObject_GetOptionalAttr(o, n, &r); return (res != 0) ? r : __Pyx_NewRef(d); #else #if CYTHON_USE_TYPE_SLOTS if (likely(PyUnicode_Check(n))) { r = __Pyx_PyObject_GetAttrStrNoError(o, n); if (unlikely(!r) && likely(!PyErr_Occurred())) { r = __Pyx_NewRef(d); } return r; } #endif r = PyObject_GetAttr(o, n); return (likely(r)) ? r : __Pyx_GetAttr3Default(d); #endif } /* PyDictVersioning (used by GetModuleGlobalName) */ #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { PyObject *dict = Py_TYPE(obj)->tp_dict; return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; } static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { PyObject **dictptr = NULL; Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; if (offset) { #if CYTHON_COMPILING_IN_CPYTHON dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj); #else dictptr = _PyObject_GetDictPtr(obj); #endif } return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; } static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { PyObject *dict = Py_TYPE(obj)->tp_dict; if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) return 0; return obj_dict_version == __Pyx_get_object_dict_version(obj); } #endif /* GetModuleGlobalName */ #if CYTHON_USE_DICT_VERSIONS static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) #else static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) #endif { PyObject *result; #if CYTHON_COMPILING_IN_LIMITED_API if (unlikely(!__pyx_m)) { if (!PyErr_Occurred()) PyErr_SetNone(PyExc_NameError); return NULL; } result = PyObject_GetAttr(__pyx_m, name); if (likely(result)) { return result; } PyErr_Clear(); #elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS if (unlikely(__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, name, &result) == -1)) PyErr_Clear(); __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version) if (likely(result)) { return result; } #else result = _PyDict_GetItem_KnownHash(__pyx_mstate_global->__pyx_d, name, ((PyASCIIObject *) name)->hash); __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version) if (likely(result)) { return __Pyx_NewRef(result); } PyErr_Clear(); #endif return __Pyx_GetBuiltinName(name); } /* ExtTypeTest */ static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { __Pyx_TypeName obj_type_name; __Pyx_TypeName type_name; if (unlikely(!type)) { PyErr_SetString(PyExc_SystemError, "Missing type object"); return 0; } if (likely(__Pyx_TypeCheck(obj, type))) return 1; obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); type_name = __Pyx_PyType_GetFullyQualifiedName(type); PyErr_Format(PyExc_TypeError, "Cannot convert " __Pyx_FMT_TYPENAME " to " __Pyx_FMT_TYPENAME, obj_type_name, type_name); __Pyx_DECREF_TypeName(obj_type_name); __Pyx_DECREF_TypeName(type_name); return 0; } /* GetException */ #if CYTHON_FAST_THREAD_STATE static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) #else static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) #endif { PyObject *local_type = NULL, *local_value, *local_tb = NULL; #if CYTHON_FAST_THREAD_STATE PyObject *tmp_type, *tmp_value, *tmp_tb; #if PY_VERSION_HEX >= 0x030C0000 local_value = tstate->current_exception; tstate->current_exception = 0; #else local_type = tstate->curexc_type; local_value = tstate->curexc_value; local_tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #endif #elif __PYX_LIMITED_VERSION_HEX > 0x030C0000 local_value = PyErr_GetRaisedException(); #else PyErr_Fetch(&local_type, &local_value, &local_tb); #endif #if __PYX_LIMITED_VERSION_HEX > 0x030C0000 if (likely(local_value)) { local_type = (PyObject*) Py_TYPE(local_value); Py_INCREF(local_type); local_tb = PyException_GetTraceback(local_value); } #else PyErr_NormalizeException(&local_type, &local_value, &local_tb); #if CYTHON_FAST_THREAD_STATE if (unlikely(tstate->curexc_type)) #else if (unlikely(PyErr_Occurred())) #endif goto bad; if (local_tb) { if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; } #endif // __PYX_LIMITED_VERSION_HEX > 0x030C0000 Py_XINCREF(local_tb); Py_XINCREF(local_type); Py_XINCREF(local_value); *type = local_type; *value = local_value; *tb = local_tb; #if CYTHON_FAST_THREAD_STATE #if CYTHON_USE_EXC_INFO_STACK { _PyErr_StackItem *exc_info = tstate->exc_info; #if PY_VERSION_HEX >= 0x030B00a4 tmp_value = exc_info->exc_value; exc_info->exc_value = local_value; tmp_type = NULL; tmp_tb = NULL; Py_XDECREF(local_type); Py_XDECREF(local_tb); #else tmp_type = exc_info->exc_type; tmp_value = exc_info->exc_value; tmp_tb = exc_info->exc_traceback; exc_info->exc_type = local_type; exc_info->exc_value = local_value; exc_info->exc_traceback = local_tb; #endif } #else tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = local_type; tstate->exc_value = local_value; tstate->exc_traceback = local_tb; #endif Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #elif __PYX_LIMITED_VERSION_HEX >= 0x030b0000 PyErr_SetHandledException(local_value); Py_XDECREF(local_value); Py_XDECREF(local_type); Py_XDECREF(local_tb); #else PyErr_SetExcInfo(local_type, local_value, local_tb); #endif return 0; #if __PYX_LIMITED_VERSION_HEX <= 0x030C0000 bad: *type = 0; *value = 0; *tb = 0; Py_XDECREF(local_type); Py_XDECREF(local_value); Py_XDECREF(local_tb); return -1; #endif } /* SwapException */ #if CYTHON_FAST_THREAD_STATE static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 _PyErr_StackItem *exc_info = tstate->exc_info; tmp_value = exc_info->exc_value; exc_info->exc_value = *value; if (tmp_value == NULL || tmp_value == Py_None) { Py_XDECREF(tmp_value); tmp_value = NULL; tmp_type = NULL; tmp_tb = NULL; } else { tmp_type = (PyObject*) Py_TYPE(tmp_value); Py_INCREF(tmp_type); #if CYTHON_COMPILING_IN_CPYTHON tmp_tb = ((PyBaseExceptionObject*) tmp_value)->traceback; Py_XINCREF(tmp_tb); #else tmp_tb = PyException_GetTraceback(tmp_value); #endif } #elif CYTHON_USE_EXC_INFO_STACK _PyErr_StackItem *exc_info = tstate->exc_info; tmp_type = exc_info->exc_type; tmp_value = exc_info->exc_value; tmp_tb = exc_info->exc_traceback; exc_info->exc_type = *type; exc_info->exc_value = *value; exc_info->exc_traceback = *tb; #else tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = *type; tstate->exc_value = *value; tstate->exc_traceback = *tb; #endif *type = tmp_type; *value = tmp_value; *tb = tmp_tb; } #else static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { PyObject *tmp_type, *tmp_value, *tmp_tb; PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); PyErr_SetExcInfo(*type, *value, *tb); *type = tmp_type; *value = tmp_value; *tb = tmp_tb; } #endif /* HasAttr (used by ImportImpl) */ #if __PYX_LIMITED_VERSION_HEX < 0x030d0000 static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) { PyObject *r; if (unlikely(!PyUnicode_Check(n))) { PyErr_SetString(PyExc_TypeError, "hasattr(): attribute name must be string"); return -1; } r = __Pyx_PyObject_GetAttrStrNoError(o, n); if (!r) { return (unlikely(PyErr_Occurred())) ? -1 : 0; } else { Py_DECREF(r); return 1; } } #endif /* ImportImpl (used by Import) */ static int __Pyx__Import_GetModule(PyObject *qualname, PyObject **module) { PyObject *imported_module = PyImport_GetModule(qualname); if (unlikely(!imported_module)) { *module = NULL; if (PyErr_Occurred()) { return -1; } return 0; } *module = imported_module; return 1; } static int __Pyx__Import_Lookup(PyObject *qualname, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject **module) { PyObject *imported_module; PyObject *top_level_package_name; Py_ssize_t i; int status, module_found; Py_ssize_t dot_index; module_found = __Pyx__Import_GetModule(qualname, &imported_module); if (unlikely(!module_found || module_found == -1)) { *module = NULL; return module_found; } if (imported_names) { for (i = 0; i < len_imported_names; i++) { PyObject *imported_name = imported_names[i]; #if __PYX_LIMITED_VERSION_HEX < 0x030d0000 int has_imported_attribute = PyObject_HasAttr(imported_module, imported_name); #else int has_imported_attribute = PyObject_HasAttrWithError(imported_module, imported_name); if (unlikely(has_imported_attribute == -1)) goto error; #endif if (!has_imported_attribute) { goto not_found; } } *module = imported_module; return 1; } dot_index = PyUnicode_FindChar(qualname, '.', 0, PY_SSIZE_T_MAX, 1); if (dot_index == -1) { *module = imported_module; return 1; } if (unlikely(dot_index == -2)) goto error; top_level_package_name = PyUnicode_Substring(qualname, 0, dot_index); if (unlikely(!top_level_package_name)) goto error; Py_DECREF(imported_module); status = __Pyx__Import_GetModule(top_level_package_name, module); Py_DECREF(top_level_package_name); return status; error: Py_DECREF(imported_module); *module = NULL; return -1; not_found: Py_DECREF(imported_module); *module = NULL; return 0; } static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level) { PyObject *module = 0; PyObject *empty_dict = 0; PyObject *from_list = 0; int module_found; if (!qualname) { qualname = name; } module_found = __Pyx__Import_Lookup(qualname, imported_names, len_imported_names, &module); if (likely(module_found == 1)) { return module; } else if (unlikely(module_found == -1)) { return NULL; } empty_dict = PyDict_New(); if (unlikely(!empty_dict)) goto bad; if (imported_names) { #if CYTHON_COMPILING_IN_CPYTHON from_list = __Pyx_PyList_FromArray(imported_names, len_imported_names); if (unlikely(!from_list)) goto bad; #else from_list = PyList_New(len_imported_names); if (unlikely(!from_list)) goto bad; for (Py_ssize_t i=0; i__pyx_d, level); } /* PySequenceMultiply */ static PyObject* __Pyx_PySequence_Multiply_Generic(PyObject *seq, Py_ssize_t mul) { PyObject *result, *pymul = PyLong_FromSsize_t(mul); if (unlikely(!pymul)) return NULL; result = PyNumber_Multiply(seq, pymul); Py_DECREF(pymul); return result; } static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul) { #if CYTHON_USE_TYPE_SLOTS PyTypeObject *type = Py_TYPE(seq); if (likely(type->tp_as_sequence && type->tp_as_sequence->sq_repeat)) { return type->tp_as_sequence->sq_repeat(seq, mul); } else #endif { return __Pyx_PySequence_Multiply_Generic(seq, mul); } } /* PyObjectFormatAndDecref */ static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) { if (unlikely(!s)) return NULL; if (likely(PyUnicode_CheckExact(s))) return s; return __Pyx_PyObject_FormatAndDecref(s, f); } static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) { PyObject *result; if (unlikely(!s)) return NULL; result = PyObject_Format(s, f); Py_DECREF(s); return result; } /* PyObjectFormat */ #if CYTHON_USE_UNICODE_WRITER static PyObject* __Pyx_PyObject_Format(PyObject* obj, PyObject* format_spec) { int ret; _PyUnicodeWriter writer; if (likely(PyFloat_CheckExact(obj))) { _PyUnicodeWriter_Init(&writer); ret = _PyFloat_FormatAdvancedWriter( &writer, obj, format_spec, 0, PyUnicode_GET_LENGTH(format_spec)); } else if (likely(PyLong_CheckExact(obj))) { _PyUnicodeWriter_Init(&writer); ret = _PyLong_FormatAdvancedWriter( &writer, obj, format_spec, 0, PyUnicode_GET_LENGTH(format_spec)); } else { return PyObject_Format(obj, format_spec); } if (unlikely(ret == -1)) { _PyUnicodeWriter_Dealloc(&writer); return NULL; } return _PyUnicodeWriter_Finish(&writer); } #endif /* SetItemInt */ static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { int r; if (unlikely(!j)) return -1; r = PyObject_SetItem(o, j, v); Py_DECREF(j); return r; } static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list, int wraparound, int boundscheck, int unsafe_shared) { CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); #if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS if (is_list || PyList_CheckExact(o)) { Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); if ((CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS && !__Pyx_IS_UNIQUELY_REFERENCED(o, unsafe_shared))) { Py_INCREF(v); return PyList_SetItem(o, n, v); } else if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) { PyObject* old; Py_INCREF(v); old = PyList_GET_ITEM(o, n); PyList_SET_ITEM(o, n, v); Py_DECREF(old); return 0; } } else #endif #if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY { PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping; PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence; if (!is_list && mm && mm->mp_ass_subscript) { int r; PyObject *key = PyLong_FromSsize_t(i); if (unlikely(!key)) return -1; r = mm->mp_ass_subscript(o, key, v); Py_DECREF(key); return r; } if (is_list || likely(sm && sm->sq_ass_item)) { if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) { Py_ssize_t l = sm->sq_length(o); if (likely(l >= 0)) { i += l; } else { if (!PyErr_ExceptionMatches(PyExc_OverflowError)) return -1; PyErr_Clear(); } } return sm->sq_ass_item(o, i, v); } } #else if (is_list || !PyMapping_Check(o)) { return PySequence_SetItem(o, i, v); } #endif (void)wraparound; (void)boundscheck; return __Pyx_SetItemInt_Generic(o, PyLong_FromSsize_t(i), v); } /* RaiseUnboundLocalError */ static void __Pyx_RaiseUnboundLocalError(const char *varname) { PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); } /* DivInt[long] */ static CYTHON_INLINE long __Pyx_div_long(long a, long b, int b_is_constant) { long q = a / b; long r = a - q*b; long adapt_python = (b_is_constant ? ((r != 0) & ((r < 0) ^ (b < 0))) : ((r != 0) & ((r ^ b) < 0)) ); return q - adapt_python; } /* SoftComplexToDouble */ static double __Pyx_SoftComplexToDouble(__pyx_t_double_complex value, int have_nogil) { if (unlikely(__Pyx_CIMAG(value))) { PyGILState_STATE gilstate; if (have_nogil) gilstate = PyGILState_Ensure(); PyErr_SetString(PyExc_TypeError, "Cannot convert 'complex' with non-zero imaginary component to 'double' " "(this most likely comes from the '**' operator; " "use 'cython.cpow(True)' to return 'nan' instead of a " "complex number)."); if (have_nogil) PyGILState_Release(gilstate); return -1.; } return __Pyx_CREAL(value); } /* ErrOccurredWithGIL */ static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void) { int err; PyGILState_STATE _save = PyGILState_Ensure(); err = !!PyErr_Occurred(); PyGILState_Release(_save); return err; } /* WriteUnraisableException */ static void __Pyx_WriteUnraisable(const char *name, int clineno, int lineno, const char *filename, int full_traceback, int nogil) { PyObject *old_exc, *old_val, *old_tb; PyObject *ctx; __Pyx_PyThreadState_declare PyGILState_STATE state; if (nogil) state = PyGILState_Ensure(); else state = (PyGILState_STATE)0; CYTHON_UNUSED_VAR(clineno); CYTHON_UNUSED_VAR(lineno); CYTHON_UNUSED_VAR(filename); CYTHON_MAYBE_UNUSED_VAR(nogil); __Pyx_PyThreadState_assign __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); if (full_traceback) { Py_XINCREF(old_exc); Py_XINCREF(old_val); Py_XINCREF(old_tb); __Pyx_ErrRestore(old_exc, old_val, old_tb); PyErr_PrintEx(0); } ctx = PyUnicode_FromString(name); __Pyx_ErrRestore(old_exc, old_val, old_tb); if (!ctx) { PyErr_WriteUnraisable(Py_None); } else { PyErr_WriteUnraisable(ctx); Py_DECREF(ctx); } if (nogil) PyGILState_Release(state); } /* PyObjectSetAttrStr */ #if CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) { PyTypeObject* tp = Py_TYPE(obj); if (likely(tp->tp_setattro)) return tp->tp_setattro(obj, attr_name, value); return PyObject_SetAttr(obj, attr_name, value); } #endif /* PyObjectVectorCallKwBuilder (used by PyObjectVectorCallMethodKwBuilder) */ #if CYTHON_VECTORCALL static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) { (void)__Pyx_PyObject_FastCallDict; if (__Pyx_PyTuple_SET_ITEM(builder, n, key) != (0)) return -1; Py_INCREF(key); args[n] = value; return 0; } CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) { (void)__Pyx_VectorcallBuilder_AddArgStr; if (unlikely(!PyUnicode_Check(key))) { PyErr_SetString(PyExc_TypeError, "keywords must be strings"); return -1; } return __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n); } static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n) { PyObject *pyKey = PyUnicode_FromString(key); if (!pyKey) return -1; return __Pyx_VectorcallBuilder_AddArg(pyKey, value, builder, args, n); } #else // CYTHON_VECTORCALL CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, CYTHON_UNUSED PyObject **args, CYTHON_UNUSED int n) { if (unlikely(!PyUnicode_Check(key))) { PyErr_SetString(PyExc_TypeError, "keywords must be strings"); return -1; } return PyDict_SetItem(builder, key, value); } #endif /* PyObjectVectorCallMethodKwBuilder */ #if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000 static PyObject *__Pyx_Object_VectorcallMethod_CallFromBuilder(PyObject *name, PyObject *const *args, size_t nargsf, PyObject *kwnames) { PyObject *result; PyObject *obj = PyObject_GetAttr(args[0], name); if (unlikely(!obj)) return NULL; result = __Pyx_Object_Vectorcall_CallFromBuilder(obj, args+1, nargsf-1, kwnames); Py_DECREF(obj); return result; } #endif /* DictGetItem */ #if !CYTHON_COMPILING_IN_PYPY static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { PyObject *value; if (unlikely(__Pyx_PyDict_GetItemRef(d, key, &value) == 0)) { // no value, no error if (unlikely(PyTuple_Check(key))) { PyObject* args = PyTuple_Pack(1, key); if (likely(args)) { PyErr_SetObject(PyExc_KeyError, args); Py_DECREF(args); } } else { PyErr_SetObject(PyExc_KeyError, key); } } return value; } #endif /* CIntToPyUnicode */ static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_long(long value, Py_ssize_t width, char padding_char) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const long neg_one = (long) -1, const_zero = (long) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!(is_unsigned || value == 0 || value > 0) || !(sizeof(value) <= 2 || value & ~ (long) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) { PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)"); return NULL; } if (width <= 1) { return PyUnicode_FromOrdinal((int) value); } return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char); } static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_long(long value, Py_ssize_t width, char padding_char, char format_char) { char digits[sizeof(long)*3+2]; char *dpos, *end = digits + sizeof(long)*3+2; const char *hex_digits = DIGITS_HEX; Py_ssize_t length, ulength; int prepend_sign, last_one_off; long remaining; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const long neg_one = (long) -1, const_zero = (long) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (format_char == 'X') { hex_digits += 16; format_char = 'x'; } remaining = value; last_one_off = 0; dpos = end; do { int digit_pos; switch (format_char) { case 'o': digit_pos = abs((int)(remaining % (8*8))); remaining = (long) (remaining / (8*8)); dpos -= 2; memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2); last_one_off = (digit_pos < 8); break; case 'd': digit_pos = abs((int)(remaining % (10*10))); remaining = (long) (remaining / (10*10)); dpos -= 2; memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2); last_one_off = (digit_pos < 10); break; case 'x': *(--dpos) = hex_digits[abs((int)(remaining % 16))]; remaining = (long) (remaining / 16); break; default: assert(0); break; } } while (unlikely(remaining != 0)); assert(!last_one_off || *dpos == '0'); dpos += last_one_off; length = end - dpos; ulength = length; prepend_sign = 0; if (!is_unsigned && value <= neg_one) { if (padding_char == ' ' || width <= length + 1) { *(--dpos) = '-'; ++length; } else { prepend_sign = 1; } ++ulength; } if (width > ulength) { ulength = width; } if (ulength == 1) { return PyUnicode_FromOrdinal(*dpos); } return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char); } /* BufferIndexError */ static void __Pyx_RaiseBufferIndexError(int axis) { PyErr_Format(PyExc_IndexError, "Out of bounds on buffer access (axis %d)", axis); } /* PyLongCompare */ static CYTHON_INLINE int __Pyx_PyLong_BoolNeObjC(PyObject *op1, PyObject *op2, long intval, long inplace) { CYTHON_MAYBE_UNUSED_VAR(intval); CYTHON_UNUSED_VAR(inplace); if (op1 == op2) { return 0; } #if CYTHON_USE_PYLONG_INTERNALS if (likely(PyLong_CheckExact(op1))) { int unequal; unsigned long uintval; Py_ssize_t size = __Pyx_PyLong_DigitCount(op1); const digit* digits = __Pyx_PyLong_Digits(op1); if (intval == 0) { return (__Pyx_PyLong_IsZero(op1) != 1); } else if (intval < 0) { if (__Pyx_PyLong_IsNonNeg(op1)) return 1; intval = -intval; } else { if (__Pyx_PyLong_IsNeg(op1)) return 1; } uintval = (unsigned long) intval; #if PyLong_SHIFT * 4 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 4)) { unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif #if PyLong_SHIFT * 3 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 3)) { unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif #if PyLong_SHIFT * 2 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 2)) { unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif #if PyLong_SHIFT * 1 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 1)) { unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK)); return (unequal != 0); } #endif if (PyFloat_CheckExact(op1)) { const long b = intval; double a = __Pyx_PyFloat_AS_DOUBLE(op1); return ((double)a != (double)b); } return __Pyx_PyObject_IsTrueAndDecref( PyObject_RichCompare(op1, op2, Py_NE)); } /* IsLittleEndian (used by BufferFormatCheck) */ static CYTHON_INLINE int __Pyx_Is_Little_Endian(void) { union { uint32_t u32; uint8_t u8[4]; } S; S.u32 = 0x01020304; return S.u8[0] == 4; } /* BufferFormatCheck (used by BufferGetAndValidate) */ static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, __Pyx_BufFmt_StackElem* stack, const __Pyx_TypeInfo* type) { stack[0].field = &ctx->root; stack[0].parent_offset = 0; ctx->root.type = type; ctx->root.name = "buffer dtype"; ctx->root.offset = 0; ctx->head = stack; ctx->head->field = &ctx->root; ctx->fmt_offset = 0; ctx->head->parent_offset = 0; ctx->new_packmode = '@'; ctx->enc_packmode = '@'; ctx->new_count = 1; ctx->enc_count = 0; ctx->enc_type = 0; ctx->is_complex = 0; ctx->is_valid_array = 0; ctx->struct_alignment = 0; while (type->typegroup == 'S') { ++ctx->head; ctx->head->field = type->fields; ctx->head->parent_offset = 0; type = type->fields->type; } } static int __Pyx_BufFmt_ParseNumber(const char** ts) { int count; const char* t = *ts; if (*t < '0' || *t > '9') { return -1; } else { count = *t++ - '0'; while (*t >= '0' && *t <= '9') { count *= 10; count += *t++ - '0'; } } *ts = t; return count; } static int __Pyx_BufFmt_ExpectNumber(const char **ts) { int number = __Pyx_BufFmt_ParseNumber(ts); if (number == -1) PyErr_Format(PyExc_ValueError,\ "Does not understand character buffer dtype format string ('%c')", **ts); return number; } static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) { PyErr_Format(PyExc_ValueError, "Unexpected format string character: '%c'", ch); } static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) { switch (ch) { case '?': return "'bool'"; case 'c': return "'char'"; case 'b': return "'signed char'"; case 'B': return "'unsigned char'"; case 'h': return "'short'"; case 'H': return "'unsigned short'"; case 'i': return "'int'"; case 'I': return "'unsigned int'"; case 'l': return "'long'"; case 'L': return "'unsigned long'"; case 'q': return "'long long'"; case 'Q': return "'unsigned long long'"; case 'f': return (is_complex ? "'complex float'" : "'float'"); case 'd': return (is_complex ? "'complex double'" : "'double'"); case 'g': return (is_complex ? "'complex long double'" : "'long double'"); case 'T': return "a struct"; case 'O': return "Python object"; case 'P': return "a pointer"; case 's': case 'p': return "a string"; case 0: return "end"; default: return "unparsable format string"; } } static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) { switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return 2; case 'i': case 'I': case 'l': case 'L': return 4; case 'q': case 'Q': return 8; case 'f': return (is_complex ? 8 : 4); case 'd': return (is_complex ? 16 : 8); case 'g': { PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g').."); return 0; } case 'O': case 'P': return sizeof(void*); default: __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) { switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return sizeof(short); case 'i': case 'I': return sizeof(int); case 'l': case 'L': return sizeof(long); case 'q': case 'Q': return sizeof(PY_LONG_LONG); case 'f': return sizeof(float) * (is_complex ? 2 : 1); case 'd': return sizeof(double) * (is_complex ? 2 : 1); case 'g': return sizeof(long double) * (is_complex ? 2 : 1); case 'O': case 'P': return sizeof(void*); default: { __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } } typedef struct { char c; short x; } __Pyx_st_short; typedef struct { char c; int x; } __Pyx_st_int; typedef struct { char c; long x; } __Pyx_st_long; typedef struct { char c; float x; } __Pyx_st_float; typedef struct { char c; double x; } __Pyx_st_double; typedef struct { char c; long double x; } __Pyx_st_longdouble; typedef struct { char c; void *x; } __Pyx_st_void_p; typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong; static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) { CYTHON_UNUSED_VAR(is_complex); switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short); case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int); case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long); case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG); case 'f': return sizeof(__Pyx_st_float) - sizeof(float); case 'd': return sizeof(__Pyx_st_double) - sizeof(double); case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double); case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*); default: __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } /* These are for computing the padding at the end of the struct to align on the first member of the struct. This will probably the same as above, but we don't have any guarantees. */ typedef struct { short x; char c; } __Pyx_pad_short; typedef struct { int x; char c; } __Pyx_pad_int; typedef struct { long x; char c; } __Pyx_pad_long; typedef struct { float x; char c; } __Pyx_pad_float; typedef struct { double x; char c; } __Pyx_pad_double; typedef struct { long double x; char c; } __Pyx_pad_longdouble; typedef struct { void *x; char c; } __Pyx_pad_void_p; typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong; static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, int is_complex) { CYTHON_UNUSED_VAR(is_complex); switch (ch) { case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short); case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int); case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long); case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG); case 'f': return sizeof(__Pyx_pad_float) - sizeof(float); case 'd': return sizeof(__Pyx_pad_double) - sizeof(double); case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double); case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*); default: __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) { switch (ch) { case 'c': return 'H'; case 'b': case 'h': case 'i': case 'l': case 'q': case 's': case 'p': return 'I'; case '?': case 'B': case 'H': case 'I': case 'L': case 'Q': return 'U'; case 'f': case 'd': case 'g': return (is_complex ? 'C' : 'R'); case 'O': return 'O'; case 'P': return 'P'; default: { __Pyx_BufFmt_RaiseUnexpectedChar(ch); return 0; } } } static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) { if (ctx->head == NULL || ctx->head->field == &ctx->root) { const char* expected; const char* quote; if (ctx->head == NULL) { expected = "end"; quote = ""; } else { expected = ctx->head->field->type->name; quote = "'"; } PyErr_Format(PyExc_ValueError, "Buffer dtype mismatch, expected %s%s%s but got %s", quote, expected, quote, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex)); } else { const __Pyx_StructField* field = ctx->head->field; const __Pyx_StructField* parent = (ctx->head - 1)->field; PyErr_Format(PyExc_ValueError, "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'", field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex), parent->type->name, field->name); } } static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) { char group; size_t size, offset, arraysize = 1; if (ctx->enc_type == 0) return 0; if (ctx->head->field->type->arraysize[0]) { int i, ndim = 0; if (ctx->enc_type == 's' || ctx->enc_type == 'p') { ctx->is_valid_array = ctx->head->field->type->ndim == 1; ndim = 1; if (ctx->enc_count != ctx->head->field->type->arraysize[0]) { PyErr_Format(PyExc_ValueError, "Expected a dimension of size %zu, got %zu", ctx->head->field->type->arraysize[0], ctx->enc_count); return -1; } } if (!ctx->is_valid_array) { PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d", ctx->head->field->type->ndim, ndim); return -1; } for (i = 0; i < ctx->head->field->type->ndim; i++) { arraysize *= ctx->head->field->type->arraysize[i]; } ctx->is_valid_array = 0; ctx->enc_count = 1; } group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex); do { const __Pyx_StructField* field = ctx->head->field; const __Pyx_TypeInfo* type = field->type; if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') { size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex); } else { size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex); } if (ctx->enc_packmode == '@') { size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex); size_t align_mod_offset; if (align_at == 0) return -1; align_mod_offset = ctx->fmt_offset % align_at; if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset; if (ctx->struct_alignment == 0) ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type, ctx->is_complex); } if (type->size != size || type->typegroup != group) { if (type->typegroup == 'C' && type->fields != NULL) { size_t parent_offset = ctx->head->parent_offset + field->offset; ++ctx->head; ctx->head->field = type->fields; ctx->head->parent_offset = parent_offset; continue; } if ((type->typegroup == 'H' || group == 'H') && type->size == size) { } else { __Pyx_BufFmt_RaiseExpected(ctx); return -1; } } offset = ctx->head->parent_offset + field->offset; if (ctx->fmt_offset != offset) { PyErr_Format(PyExc_ValueError, "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected", (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset); return -1; } ctx->fmt_offset += size; if (arraysize) ctx->fmt_offset += (arraysize - 1) * size; --ctx->enc_count; while (1) { if (field == &ctx->root) { ctx->head = NULL; if (ctx->enc_count != 0) { __Pyx_BufFmt_RaiseExpected(ctx); return -1; } break; } ctx->head->field = ++field; if (field->type == NULL) { --ctx->head; field = ctx->head->field; continue; } else if (field->type->typegroup == 'S') { size_t parent_offset = ctx->head->parent_offset + field->offset; if (field->type->fields->type == NULL) continue; field = field->type->fields; ++ctx->head; ctx->head->field = field; ctx->head->parent_offset = parent_offset; break; } else { break; } } } while (ctx->enc_count); ctx->enc_type = 0; ctx->is_complex = 0; return 0; } static int __pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp) { const char *ts = *tsp; int i = 0, number, ndim; ++ts; if (ctx->new_count != 1) { PyErr_SetString(PyExc_ValueError, "Cannot handle repeated arrays in format string"); return -1; } if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return -1; ndim = ctx->head->field->type->ndim; while (*ts && *ts != ')') { switch (*ts) { case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue; default: break; } number = __Pyx_BufFmt_ExpectNumber(&ts); if (number == -1) return -1; if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) { PyErr_Format(PyExc_ValueError, "Expected a dimension of size %zu, got %d", ctx->head->field->type->arraysize[i], number); return -1; } if (*ts != ',' && *ts != ')') { PyErr_Format(PyExc_ValueError, "Expected a comma in format string, got '%c'", *ts); return -1; } if (*ts == ',') ts++; i++; } if (i != ndim) { PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d", ctx->head->field->type->ndim, i); return -1; } if (!*ts) { PyErr_SetString(PyExc_ValueError, "Unexpected end of format string, expected ')'"); return -1; } ctx->is_valid_array = 1; ctx->new_count = 1; *tsp = ++ts; return 0; } static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) { int got_Z = 0; while (1) { switch(*ts) { case 0: if (ctx->enc_type != 0 && ctx->head == NULL) { __Pyx_BufFmt_RaiseExpected(ctx); return NULL; } if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; if (ctx->head != NULL) { __Pyx_BufFmt_RaiseExpected(ctx); return NULL; } return ts; case ' ': case '\r': case '\n': ++ts; break; case '<': if (!__Pyx_Is_Little_Endian()) { PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler"); return NULL; } ctx->new_packmode = '='; ++ts; break; case '>': case '!': if (__Pyx_Is_Little_Endian()) { PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler"); return NULL; } ctx->new_packmode = '='; ++ts; break; case '=': case '@': case '^': ctx->new_packmode = *ts++; break; case 'T': { const char* ts_after_sub; size_t i, struct_count = ctx->new_count; size_t struct_alignment = ctx->struct_alignment; ctx->new_count = 1; ++ts; if (*ts != '{') { PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'"); return NULL; } if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->enc_type = 0; ctx->enc_count = 0; ctx->struct_alignment = 0; ++ts; ts_after_sub = ts; for (i = 0; i != struct_count; ++i) { ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts); if (!ts_after_sub) return NULL; } ts = ts_after_sub; if (struct_alignment) ctx->struct_alignment = struct_alignment; } break; case '}': { size_t alignment = ctx->struct_alignment; ++ts; if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->enc_type = 0; if (alignment && ctx->fmt_offset % alignment) { ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment); } } return ts; case 'x': if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->fmt_offset += ctx->new_count; ctx->new_count = 1; ctx->enc_count = 0; ctx->enc_type = 0; ctx->enc_packmode = ctx->new_packmode; ++ts; break; case 'Z': got_Z = 1; ++ts; if (*ts != 'f' && *ts != 'd' && *ts != 'g') { __Pyx_BufFmt_RaiseUnexpectedChar('Z'); return NULL; } CYTHON_FALLTHROUGH; case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I': case 'l': case 'L': case 'q': case 'Q': case 'f': case 'd': case 'g': case 'O': case 'p': if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) && (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) { ctx->enc_count += ctx->new_count; ctx->new_count = 1; got_Z = 0; ++ts; break; } CYTHON_FALLTHROUGH; case 's': if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; ctx->enc_count = ctx->new_count; ctx->enc_packmode = ctx->new_packmode; ctx->enc_type = *ts; ctx->is_complex = got_Z; ++ts; ctx->new_count = 1; got_Z = 0; break; case ':': ++ts; while(*ts != ':') ++ts; ++ts; break; case '(': if (__pyx_buffmt_parse_array(ctx, &ts) < 0) return NULL; break; default: { int number = __Pyx_BufFmt_ExpectNumber(&ts); if (number == -1) return NULL; ctx->new_count = (size_t)number; } } } } /* BufferGetAndValidate */ static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { if (unlikely(info->buf == NULL)) return; if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; PyBuffer_Release(info); } static void __Pyx_ZeroBuffer(Py_buffer* buf) { buf->buf = NULL; buf->obj = NULL; buf->strides = __Pyx_zeros; buf->shape = __Pyx_zeros; buf->suboffsets = __Pyx_minusones; } static int __Pyx__GetBufferAndValidate( Py_buffer* buf, PyObject* obj, const __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack) { buf->buf = NULL; if (unlikely(PyObject_GetBuffer(obj, buf, flags) == -1)) { __Pyx_ZeroBuffer(buf); return -1; } if (unlikely(buf->ndim != nd)) { PyErr_Format(PyExc_ValueError, "Buffer has wrong number of dimensions (expected %d, got %d)", nd, buf->ndim); goto fail; } if (!cast) { __Pyx_BufFmt_Context ctx; __Pyx_BufFmt_Init(&ctx, stack, dtype); if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; } if (unlikely((size_t)buf->itemsize != dtype->size)) { PyErr_Format(PyExc_ValueError, "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)", buf->itemsize, (buf->itemsize > 1) ? "s" : "", dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : ""); goto fail; } if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; return 0; fail:; __Pyx_SafeReleaseBuffer(buf); return -1; } /* SliceObject */ static CYTHON_INLINE int __Pyx_PyObject_SetSlice(PyObject* obj, PyObject* value, Py_ssize_t cstart, Py_ssize_t cstop, PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { __Pyx_TypeName obj_type_name; #if CYTHON_USE_TYPE_SLOTS PyMappingMethods* mp = Py_TYPE(obj)->tp_as_mapping; if (likely(mp && mp->mp_ass_subscript)) #endif { int result; PyObject *py_slice, *py_start, *py_stop; if (_py_slice) { py_slice = *_py_slice; } else { PyObject* owned_start = NULL; PyObject* owned_stop = NULL; if (_py_start) { py_start = *_py_start; } else { if (has_cstart) { owned_start = py_start = PyLong_FromSsize_t(cstart); if (unlikely(!py_start)) goto bad; } else py_start = Py_None; } if (_py_stop) { py_stop = *_py_stop; } else { if (has_cstop) { owned_stop = py_stop = PyLong_FromSsize_t(cstop); if (unlikely(!py_stop)) { Py_XDECREF(owned_start); goto bad; } } else py_stop = Py_None; } py_slice = PySlice_New(py_start, py_stop, Py_None); Py_XDECREF(owned_start); Py_XDECREF(owned_stop); if (unlikely(!py_slice)) goto bad; } #if CYTHON_USE_TYPE_SLOTS result = mp->mp_ass_subscript(obj, py_slice, value); #else result = value ? PyObject_SetItem(obj, py_slice, value) : PyObject_DelItem(obj, py_slice); #endif if (!_py_slice) { Py_DECREF(py_slice); } return result; } obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); PyErr_Format(PyExc_TypeError, "'" __Pyx_FMT_TYPENAME "' object does not support slice %.10s", obj_type_name, value ? "assignment" : "deletion"); __Pyx_DECREF_TypeName(obj_type_name); bad: return -1; } /* SliceObject */ static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { __Pyx_TypeName obj_type_name; #if CYTHON_USE_TYPE_SLOTS PyMappingMethods* mp = Py_TYPE(obj)->tp_as_mapping; if (likely(mp && mp->mp_subscript)) #endif { PyObject* result; PyObject *py_slice, *py_start, *py_stop; if (_py_slice) { py_slice = *_py_slice; } else { PyObject* owned_start = NULL; PyObject* owned_stop = NULL; if (_py_start) { py_start = *_py_start; } else { if (has_cstart) { owned_start = py_start = PyLong_FromSsize_t(cstart); if (unlikely(!py_start)) goto bad; } else py_start = Py_None; } if (_py_stop) { py_stop = *_py_stop; } else { if (has_cstop) { owned_stop = py_stop = PyLong_FromSsize_t(cstop); if (unlikely(!py_stop)) { Py_XDECREF(owned_start); goto bad; } } else py_stop = Py_None; } py_slice = PySlice_New(py_start, py_stop, Py_None); Py_XDECREF(owned_start); Py_XDECREF(owned_stop); if (unlikely(!py_slice)) goto bad; } #if CYTHON_USE_TYPE_SLOTS result = mp->mp_subscript(obj, py_slice); #else result = PyObject_GetItem(obj, py_slice); #endif if (!_py_slice) { Py_DECREF(py_slice); } return result; } obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); PyErr_Format(PyExc_TypeError, "'" __Pyx_FMT_TYPENAME "' object is unsliceable", obj_type_name); __Pyx_DECREF_TypeName(obj_type_name); bad: return NULL; } /* PyObjectCallMethod1 (used by append) */ #if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))) static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) { PyObject *result = __Pyx_PyObject_CallOneArg(method, arg); Py_DECREF(method); return result; } #endif static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) { #if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)) PyObject *args[2] = {obj, arg}; (void) __Pyx_PyObject_CallOneArg; (void) __Pyx_PyObject_Call2Args; return PyObject_VectorcallMethod(method_name, args, 2 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); #else PyObject *method = NULL, *result; int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); if (likely(is_method)) { result = __Pyx_PyObject_Call2Args(method, obj, arg); Py_DECREF(method); return result; } if (unlikely(!method)) return NULL; return __Pyx__PyObject_CallMethod1(method, arg); #endif } /* append */ static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) { if (likely(PyList_CheckExact(L))) { if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1; } else { PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_mstate_global->__pyx_n_u_append, x); if (unlikely(!retval)) return -1; Py_DECREF(retval); } return 0; } /* PyLongCompare */ static CYTHON_INLINE int __Pyx_PyLong_BoolEqObjC(PyObject *op1, PyObject *op2, long intval, long inplace) { CYTHON_MAYBE_UNUSED_VAR(intval); CYTHON_UNUSED_VAR(inplace); if (op1 == op2) { return 1; } #if CYTHON_USE_PYLONG_INTERNALS if (likely(PyLong_CheckExact(op1))) { int unequal; unsigned long uintval; Py_ssize_t size = __Pyx_PyLong_DigitCount(op1); const digit* digits = __Pyx_PyLong_Digits(op1); if (intval == 0) { return (__Pyx_PyLong_IsZero(op1) == 1); } else if (intval < 0) { if (__Pyx_PyLong_IsNonNeg(op1)) return 0; intval = -intval; } else { if (__Pyx_PyLong_IsNeg(op1)) return 0; } uintval = (unsigned long) intval; #if PyLong_SHIFT * 4 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 4)) { unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif #if PyLong_SHIFT * 3 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 3)) { unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif #if PyLong_SHIFT * 2 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 2)) { unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif #if PyLong_SHIFT * 1 < SIZEOF_LONG*8 if (uintval >> (PyLong_SHIFT * 1)) { unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); } else #endif unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK)); return (unequal == 0); } #endif if (PyFloat_CheckExact(op1)) { const long b = intval; double a = __Pyx_PyFloat_AS_DOUBLE(op1); return ((double)a == (double)b); } return __Pyx_PyObject_IsTrueAndDecref( PyObject_RichCompare(op1, op2, Py_EQ)); } /* AllocateExtensionType */ static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final) { if (is_final || likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) { allocfunc alloc_func = __Pyx_PyType_GetSlot(t, tp_alloc, allocfunc); return alloc_func(t, 0); } else { newfunc tp_new = __Pyx_PyType_TryGetSlot(&PyBaseObject_Type, tp_new, newfunc); #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 if (!tp_new) { PyObject *new_str = PyUnicode_FromString("__new__"); if (likely(new_str)) { PyObject *o = PyObject_CallMethodObjArgs((PyObject *)&PyBaseObject_Type, new_str, t, NULL); Py_DECREF(new_str); return o; } else return NULL; } else #endif return tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0); } } /* CallTypeTraverse */ #if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000) #else static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg) { #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x03090000 if (__Pyx_get_runtime_version() < 0x03090000) return 0; #endif if (!always_call) { PyTypeObject *base = __Pyx_PyObject_GetSlot(o, tp_base, PyTypeObject*); unsigned long flags = PyType_GetFlags(base); if (flags & Py_TPFLAGS_HEAPTYPE) { return 0; } } Py_VISIT((PyObject*)Py_TYPE(o)); return 0; } #endif /* LimitedApiGetTypeDict (used by SetItemOnTypeDict) */ #if CYTHON_COMPILING_IN_LIMITED_API static Py_ssize_t __Pyx_GetTypeDictOffset(void) { PyObject *tp_dictoffset_o; Py_ssize_t tp_dictoffset; tp_dictoffset_o = PyObject_GetAttrString((PyObject*)(&PyType_Type), "__dictoffset__"); if (unlikely(!tp_dictoffset_o)) return -1; tp_dictoffset = PyLong_AsSsize_t(tp_dictoffset_o); Py_DECREF(tp_dictoffset_o); if (unlikely(tp_dictoffset == 0)) { PyErr_SetString( PyExc_TypeError, "'type' doesn't have a dictoffset"); return -1; } else if (unlikely(tp_dictoffset < 0)) { PyErr_SetString( PyExc_TypeError, "'type' has an unexpected negative dictoffset. " "Please report this as Cython bug"); return -1; } return tp_dictoffset; } static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp) { static Py_ssize_t tp_dictoffset = 0; if (unlikely(tp_dictoffset == 0)) { tp_dictoffset = __Pyx_GetTypeDictOffset(); if (unlikely(tp_dictoffset == -1 && PyErr_Occurred())) { tp_dictoffset = 0; // try again next time? return NULL; } } return *(PyObject**)((char*)tp + tp_dictoffset); } #endif /* SetItemOnTypeDict (used by FixUpExtensionType) */ static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v) { int result; PyObject *tp_dict; #if CYTHON_COMPILING_IN_LIMITED_API tp_dict = __Pyx_GetTypeDict(tp); if (unlikely(!tp_dict)) return -1; #else tp_dict = tp->tp_dict; #endif result = PyDict_SetItem(tp_dict, k, v); if (likely(!result)) { PyType_Modified(tp); if (unlikely(PyObject_HasAttr(v, __pyx_mstate_global->__pyx_n_u_set_name))) { PyObject *setNameResult = PyObject_CallMethodObjArgs(v, __pyx_mstate_global->__pyx_n_u_set_name, (PyObject *) tp, k, NULL); if (!setNameResult) return -1; Py_DECREF(setNameResult); } } return result; } /* FixUpExtensionType */ static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) { #if __PYX_LIMITED_VERSION_HEX > 0x030900B1 CYTHON_UNUSED_VAR(spec); CYTHON_UNUSED_VAR(type); CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict); #else const PyType_Slot *slot = spec->slots; int changed = 0; #if !CYTHON_COMPILING_IN_LIMITED_API while (slot && slot->slot && slot->slot != Py_tp_members) slot++; if (slot && slot->slot == Py_tp_members) { #if !CYTHON_COMPILING_IN_CPYTHON const #endif // !CYTHON_COMPILING_IN_CPYTHON) PyMemberDef *memb = (PyMemberDef*) slot->pfunc; while (memb && memb->name) { if (memb->name[0] == '_' && memb->name[1] == '_') { if (strcmp(memb->name, "__weaklistoffset__") == 0) { assert(memb->type == T_PYSSIZET); assert(memb->flags == READONLY); type->tp_weaklistoffset = memb->offset; changed = 1; } else if (strcmp(memb->name, "__dictoffset__") == 0) { assert(memb->type == T_PYSSIZET); assert(memb->flags == READONLY); type->tp_dictoffset = memb->offset; changed = 1; } #if CYTHON_METH_FASTCALL else if (strcmp(memb->name, "__vectorcalloffset__") == 0) { assert(memb->type == T_PYSSIZET); assert(memb->flags == READONLY); type->tp_vectorcall_offset = memb->offset; changed = 1; } #endif // CYTHON_METH_FASTCALL #if !CYTHON_COMPILING_IN_PYPY else if (strcmp(memb->name, "__module__") == 0) { PyObject *descr; assert(memb->type == T_OBJECT); assert(memb->flags == 0 || memb->flags == READONLY); descr = PyDescr_NewMember(type, memb); if (unlikely(!descr)) return -1; int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr); Py_DECREF(descr); if (unlikely(set_item_result < 0)) { return -1; } changed = 1; } #endif // !CYTHON_COMPILING_IN_PYPY } memb++; } } #endif // !CYTHON_COMPILING_IN_LIMITED_API #if !CYTHON_COMPILING_IN_PYPY slot = spec->slots; while (slot && slot->slot && slot->slot != Py_tp_getset) slot++; if (slot && slot->slot == Py_tp_getset) { PyGetSetDef *getset = (PyGetSetDef*) slot->pfunc; while (getset && getset->name) { if (getset->name[0] == '_' && getset->name[1] == '_' && strcmp(getset->name, "__module__") == 0) { PyObject *descr = PyDescr_NewGetSet(type, getset); if (unlikely(!descr)) return -1; #if CYTHON_COMPILING_IN_LIMITED_API PyObject *pyname = PyUnicode_FromString(getset->name); if (unlikely(!pyname)) { Py_DECREF(descr); return -1; } int set_item_result = __Pyx_SetItemOnTypeDict(type, pyname, descr); Py_DECREF(pyname); #else CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict); int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr); #endif Py_DECREF(descr); if (unlikely(set_item_result < 0)) { return -1; } changed = 1; } ++getset; } } #else CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict); #endif // !CYTHON_COMPILING_IN_PYPY if (changed) PyType_Modified(type); #endif // PY_VERSION_HEX > 0x030900B1 return 0; } /* ValidateBasesTuple (used by PyType_Ready) */ #if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases) { Py_ssize_t i, n; #if CYTHON_ASSUME_SAFE_SIZE n = PyTuple_GET_SIZE(bases); #else n = PyTuple_Size(bases); if (unlikely(n < 0)) return -1; #endif for (i = 1; i < n; i++) { PyTypeObject *b; #if CYTHON_AVOID_BORROWED_REFS PyObject *b0 = PySequence_GetItem(bases, i); if (!b0) return -1; #elif CYTHON_ASSUME_SAFE_MACROS PyObject *b0 = PyTuple_GET_ITEM(bases, i); #else PyObject *b0 = PyTuple_GetItem(bases, i); if (!b0) return -1; #endif b = (PyTypeObject*) b0; if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE)) { __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b); PyErr_Format(PyExc_TypeError, "base class '" __Pyx_FMT_TYPENAME "' is not a heap type", b_name); __Pyx_DECREF_TypeName(b_name); #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(b0); #endif return -1; } if (dictoffset == 0) { Py_ssize_t b_dictoffset = 0; #if CYTHON_USE_TYPE_SLOTS b_dictoffset = b->tp_dictoffset; #else PyObject *py_b_dictoffset = PyObject_GetAttrString((PyObject*)b, "__dictoffset__"); if (!py_b_dictoffset) goto dictoffset_return; b_dictoffset = PyLong_AsSsize_t(py_b_dictoffset); Py_DECREF(py_b_dictoffset); if (b_dictoffset == -1 && PyErr_Occurred()) goto dictoffset_return; #endif if (b_dictoffset) { { __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b); PyErr_Format(PyExc_TypeError, "extension type '%.200s' has no __dict__ slot, " "but base type '" __Pyx_FMT_TYPENAME "' has: " "either add 'cdef dict __dict__' to the extension type " "or add '__slots__ = [...]' to the base type", type_name, b_name); __Pyx_DECREF_TypeName(b_name); } #if !CYTHON_USE_TYPE_SLOTS dictoffset_return: #endif #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(b0); #endif return -1; } } #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(b0); #endif } return 0; } #endif /* PyType_Ready */ CYTHON_UNUSED static int __Pyx_PyType_HasMultipleInheritance(PyTypeObject *t) { while (t) { PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*); if (bases) { return 1; } t = __Pyx_PyType_GetSlot(t, tp_base, PyTypeObject*); } return 0; } static int __Pyx_PyType_Ready(PyTypeObject *t) { #if CYTHON_USE_TYPE_SPECS || !CYTHON_COMPILING_IN_CPYTHON || defined(PYSTON_MAJOR_VERSION) (void)__Pyx_PyObject_CallMethod0; #if CYTHON_USE_TYPE_SPECS (void)__Pyx_validate_bases_tuple; #endif return PyType_Ready(t); #else int r; if (!__Pyx_PyType_HasMultipleInheritance(t)) { return PyType_Ready(t); } PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*); if (bases && unlikely(__Pyx_validate_bases_tuple(t->tp_name, t->tp_dictoffset, bases) == -1)) return -1; #if !defined(PYSTON_MAJOR_VERSION) { int gc_was_enabled; #if PY_VERSION_HEX >= 0x030A00b1 gc_was_enabled = PyGC_Disable(); (void)__Pyx_PyObject_CallMethod0; #else PyObject *ret, *py_status; PyObject *gc = NULL; #if (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400) &&\ !CYTHON_COMPILING_IN_GRAAL gc = PyImport_GetModule(__pyx_mstate_global->__pyx_kp_u_gc); #endif if (unlikely(!gc)) gc = PyImport_Import(__pyx_mstate_global->__pyx_kp_u_gc); if (unlikely(!gc)) return -1; py_status = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_isenabled); if (unlikely(!py_status)) { Py_DECREF(gc); return -1; } gc_was_enabled = __Pyx_PyObject_IsTrue(py_status); Py_DECREF(py_status); if (gc_was_enabled > 0) { ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_disable); if (unlikely(!ret)) { Py_DECREF(gc); return -1; } Py_DECREF(ret); } else if (unlikely(gc_was_enabled == -1)) { Py_DECREF(gc); return -1; } #endif t->tp_flags |= Py_TPFLAGS_HEAPTYPE; #if PY_VERSION_HEX >= 0x030A0000 t->tp_flags |= Py_TPFLAGS_IMMUTABLETYPE; #endif #else (void)__Pyx_PyObject_CallMethod0; #endif r = PyType_Ready(t); #if !defined(PYSTON_MAJOR_VERSION) t->tp_flags &= ~Py_TPFLAGS_HEAPTYPE; #if PY_VERSION_HEX >= 0x030A00b1 if (gc_was_enabled) PyGC_Enable(); #else if (gc_was_enabled) { PyObject *tp, *v, *tb; PyErr_Fetch(&tp, &v, &tb); ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_enable); if (likely(ret || r == -1)) { Py_XDECREF(ret); PyErr_Restore(tp, v, tb); } else { Py_XDECREF(tp); Py_XDECREF(v); Py_XDECREF(tb); r = -1; } } Py_DECREF(gc); #endif } #endif return r; #endif } /* SetVTable */ static int __Pyx_SetVtable(PyTypeObject *type, void *vtable) { PyObject *ob = PyCapsule_New(vtable, 0, 0); if (unlikely(!ob)) goto bad; #if CYTHON_COMPILING_IN_LIMITED_API if (unlikely(PyObject_SetAttr((PyObject *) type, __pyx_mstate_global->__pyx_n_u_pyx_vtable, ob) < 0)) #else if (unlikely(PyDict_SetItem(type->tp_dict, __pyx_mstate_global->__pyx_n_u_pyx_vtable, ob) < 0)) #endif goto bad; Py_DECREF(ob); return 0; bad: Py_XDECREF(ob); return -1; } /* GetVTable (used by MergeVTables) */ static void* __Pyx_GetVtable(PyTypeObject *type) { void* ptr; #if CYTHON_COMPILING_IN_LIMITED_API PyObject *ob = PyObject_GetAttr((PyObject *)type, __pyx_mstate_global->__pyx_n_u_pyx_vtable); #else PyObject *ob = PyObject_GetItem(type->tp_dict, __pyx_mstate_global->__pyx_n_u_pyx_vtable); #endif if (!ob) goto bad; ptr = PyCapsule_GetPointer(ob, 0); if (!ptr && !PyErr_Occurred()) PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type"); Py_DECREF(ob); return ptr; bad: Py_XDECREF(ob); return NULL; } /* MergeVTables */ static int __Pyx_MergeVtables(PyTypeObject *type) { int i=0; Py_ssize_t size; void** base_vtables; __Pyx_TypeName tp_base_name = NULL; __Pyx_TypeName base_name = NULL; void* unknown = (void*)-1; PyObject* bases = __Pyx_PyType_GetSlot(type, tp_bases, PyObject*); int base_depth = 0; { PyTypeObject* base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*); while (base) { base_depth += 1; base = __Pyx_PyType_GetSlot(base, tp_base, PyTypeObject*); } } base_vtables = (void**) PyMem_Malloc(sizeof(void*) * (size_t)(base_depth + 1)); base_vtables[0] = unknown; #if CYTHON_COMPILING_IN_LIMITED_API size = PyTuple_Size(bases); if (size < 0) goto other_failure; #else size = PyTuple_GET_SIZE(bases); #endif for (i = 1; i < size; i++) { PyObject *basei; void* base_vtable; #if CYTHON_AVOID_BORROWED_REFS basei = PySequence_GetItem(bases, i); if (unlikely(!basei)) goto other_failure; #elif !CYTHON_ASSUME_SAFE_MACROS basei = PyTuple_GetItem(bases, i); if (unlikely(!basei)) goto other_failure; #else basei = PyTuple_GET_ITEM(bases, i); #endif base_vtable = __Pyx_GetVtable((PyTypeObject*)basei); #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(basei); #endif if (base_vtable != NULL) { int j; PyTypeObject* base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*); for (j = 0; j < base_depth; j++) { if (base_vtables[j] == unknown) { base_vtables[j] = __Pyx_GetVtable(base); base_vtables[j + 1] = unknown; } if (base_vtables[j] == base_vtable) { break; } else if (base_vtables[j] == NULL) { goto bad; } base = __Pyx_PyType_GetSlot(base, tp_base, PyTypeObject*); } } } PyErr_Clear(); PyMem_Free(base_vtables); return 0; bad: { PyTypeObject* basei = NULL; PyTypeObject* tp_base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*); tp_base_name = __Pyx_PyType_GetFullyQualifiedName(tp_base); #if CYTHON_AVOID_BORROWED_REFS basei = (PyTypeObject*)PySequence_GetItem(bases, i); if (unlikely(!basei)) goto really_bad; #elif !CYTHON_ASSUME_SAFE_MACROS basei = (PyTypeObject*)PyTuple_GetItem(bases, i); if (unlikely(!basei)) goto really_bad; #else basei = (PyTypeObject*)PyTuple_GET_ITEM(bases, i); #endif base_name = __Pyx_PyType_GetFullyQualifiedName(basei); #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(basei); #endif } PyErr_Format(PyExc_TypeError, "multiple bases have vtable conflict: '" __Pyx_FMT_TYPENAME "' and '" __Pyx_FMT_TYPENAME "'", tp_base_name, base_name); #if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS really_bad: // bad has failed! #endif __Pyx_DECREF_TypeName(tp_base_name); __Pyx_DECREF_TypeName(base_name); #if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS other_failure: #endif PyMem_Free(base_vtables); return -1; } /* DelItemOnTypeDict (used by SetupReduce) */ static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k) { int result; PyObject *tp_dict; #if CYTHON_COMPILING_IN_LIMITED_API tp_dict = __Pyx_GetTypeDict(tp); if (unlikely(!tp_dict)) return -1; #else tp_dict = tp->tp_dict; #endif result = PyDict_DelItem(tp_dict, k); if (likely(!result)) PyType_Modified(tp); return result; } /* SetupReduce */ static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) { int ret; PyObject *name_attr; name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_mstate_global->__pyx_n_u_name_2); if (likely(name_attr)) { ret = PyObject_RichCompareBool(name_attr, name, Py_EQ); } else { ret = -1; } if (unlikely(ret < 0)) { PyErr_Clear(); ret = 0; } Py_XDECREF(name_attr); return ret; } static int __Pyx_setup_reduce(PyObject* type_obj) { int ret = 0; PyObject *object_reduce = NULL; PyObject *object_getstate = NULL; PyObject *object_reduce_ex = NULL; PyObject *reduce = NULL; PyObject *reduce_ex = NULL; PyObject *reduce_cython = NULL; PyObject *setstate = NULL; PyObject *setstate_cython = NULL; PyObject *getstate = NULL; #if CYTHON_USE_PYTYPE_LOOKUP getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_getstate); #else getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_getstate); if (!getstate && PyErr_Occurred()) { goto __PYX_BAD; } #endif if (getstate) { #if CYTHON_USE_PYTYPE_LOOKUP object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate); #else object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate); if (!object_getstate && PyErr_Occurred()) { goto __PYX_BAD; } #endif if (object_getstate != getstate) { goto __PYX_GOOD; } } #if CYTHON_USE_PYTYPE_LOOKUP object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; #else object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; #endif reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD; if (reduce_ex == object_reduce_ex) { #if CYTHON_USE_PYTYPE_LOOKUP object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD; #else object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD; #endif reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce); if (unlikely(!reduce)) goto __PYX_BAD; if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_mstate_global->__pyx_n_u_reduce_cython)) { reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); if (likely(reduce_cython)) { ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; } else if (reduce == object_reduce || PyErr_Occurred()) { goto __PYX_BAD; } setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate); if (!setstate) PyErr_Clear(); if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_mstate_global->__pyx_n_u_setstate_cython)) { setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython); if (likely(setstate_cython)) { ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; } else if (!setstate || PyErr_Occurred()) { goto __PYX_BAD; } } PyType_Modified((PyTypeObject*)type_obj); } } goto __PYX_GOOD; __PYX_BAD: if (!PyErr_Occurred()) { __Pyx_TypeName type_obj_name = __Pyx_PyType_GetFullyQualifiedName((PyTypeObject*)type_obj); PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name); __Pyx_DECREF_TypeName(type_obj_name); } ret = -1; __PYX_GOOD: #if !CYTHON_USE_PYTYPE_LOOKUP Py_XDECREF(object_reduce); Py_XDECREF(object_reduce_ex); Py_XDECREF(object_getstate); Py_XDECREF(getstate); #endif Py_XDECREF(reduce); Py_XDECREF(reduce_ex); Py_XDECREF(reduce_cython); Py_XDECREF(setstate); Py_XDECREF(setstate_cython); return ret; } /* TypeImport */ #ifndef __PYX_HAVE_RT_ImportType_3_2_1 #define __PYX_HAVE_RT_ImportType_3_2_1 static PyTypeObject *__Pyx_ImportType_3_2_1(PyObject *module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_1 check_size) { PyObject *result = 0; Py_ssize_t basicsize; Py_ssize_t itemsize; #if defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API) PyObject *py_basicsize; PyObject *py_itemsize; #endif result = PyObject_GetAttrString(module, class_name); if (!result) goto bad; if (!PyType_Check(result)) { PyErr_Format(PyExc_TypeError, "%.200s.%.200s is not a type object", module_name, class_name); goto bad; } #if !( defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API) ) basicsize = ((PyTypeObject *)result)->tp_basicsize; itemsize = ((PyTypeObject *)result)->tp_itemsize; #else if (size == 0) { return (PyTypeObject *)result; } py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); if (!py_basicsize) goto bad; basicsize = PyLong_AsSsize_t(py_basicsize); Py_DECREF(py_basicsize); py_basicsize = 0; if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; py_itemsize = PyObject_GetAttrString(result, "__itemsize__"); if (!py_itemsize) goto bad; itemsize = PyLong_AsSsize_t(py_itemsize); Py_DECREF(py_itemsize); py_itemsize = 0; if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; #endif if (itemsize) { if (size % alignment) { alignment = size % alignment; } if (itemsize < (Py_ssize_t)alignment) itemsize = (Py_ssize_t)alignment; } if ((size_t)(basicsize + itemsize) < size) { PyErr_Format(PyExc_ValueError, "%.200s.%.200s size changed, may indicate binary incompatibility. " "Expected %zd from C header, got %zd from PyObject", module_name, class_name, size, basicsize+itemsize); goto bad; } if (check_size == __Pyx_ImportType_CheckSize_Error_3_2_1 && ((size_t)basicsize > size || (size_t)(basicsize + itemsize) < size)) { PyErr_Format(PyExc_ValueError, "%.200s.%.200s size changed, may indicate binary incompatibility. " "Expected %zd from C header, got %zd-%zd from PyObject", module_name, class_name, size, basicsize, basicsize+itemsize); goto bad; } else if (check_size == __Pyx_ImportType_CheckSize_Warn_3_2_1 && (size_t)basicsize > size) { if (PyErr_WarnFormat(NULL, 0, "%.200s.%.200s size changed, may indicate binary incompatibility. " "Expected %zd from C header, got %zd from PyObject", module_name, class_name, size, basicsize) < 0) { goto bad; } } return (PyTypeObject *)result; bad: Py_XDECREF(result); return NULL; } #endif /* PxdImportShared (used by FunctionImport) */ #ifndef __PYX_HAVE_RT_ImportFromPxd_3_2_1 #define __PYX_HAVE_RT_ImportFromPxd_3_2_1 static int __Pyx_ImportFromPxd_3_2_1(PyObject *module, const char *name, void **p, const char *sig, const char *what) { PyObject *d = 0; PyObject *cobj = 0; d = PyObject_GetAttrString(module, "__pyx_capi__"); if (!d) goto bad; #if (defined(Py_LIMITED_API) && Py_LIMITED_API >= 0x030d0000) || (!defined(Py_LIMITED_API) && PY_VERSION_HEX >= 0x030d0000) PyDict_GetItemStringRef(d, name, &cobj); #else cobj = PyDict_GetItemString(d, name); Py_XINCREF(cobj); #endif if (!cobj) { PyErr_Format(PyExc_ImportError, "%.200s does not export expected C %.8s %.200s", PyModule_GetName(module), what, name); goto bad; } if (!PyCapsule_IsValid(cobj, sig)) { PyErr_Format(PyExc_TypeError, "C %.8s %.200s.%.200s has wrong signature (expected %.500s, got %.500s)", what, PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj)); goto bad; } *p = PyCapsule_GetPointer(cobj, sig); if (!(*p)) goto bad; Py_DECREF(d); Py_DECREF(cobj); return 0; bad: Py_XDECREF(d); Py_XDECREF(cobj); return -1; } #endif /* FunctionImport */ #ifndef __PYX_HAVE_RT_ImportFunction_3_2_1 #define __PYX_HAVE_RT_ImportFunction_3_2_1 static int __Pyx_ImportFunction_3_2_1(PyObject *module, const char *funcname, void (**f)(void), const char *sig) { union { void (*fp)(void); void *p; } tmp; int result = __Pyx_ImportFromPxd_3_2_1(module, funcname, &tmp.p, sig, "function"); if (result == 0) { *f = tmp.fp; } return result; } #endif /* ImportFrom */ static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { const char* module_name_str = 0; PyObject* module_name = 0; PyObject* module_dot = 0; PyObject* full_name = 0; PyErr_Clear(); module_name_str = PyModule_GetName(module); if (unlikely(!module_name_str)) { goto modbad; } module_name = PyUnicode_FromString(module_name_str); if (unlikely(!module_name)) { goto modbad; } module_dot = PyUnicode_Concat(module_name, __pyx_mstate_global->__pyx_kp_u__4); if (unlikely(!module_dot)) { goto modbad; } full_name = PyUnicode_Concat(module_dot, name); if (unlikely(!full_name)) { goto modbad; } #if (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM < 0x07030400) ||\ CYTHON_COMPILING_IN_GRAAL { PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) goto modbad; value = PyObject_GetItem(modules, full_name); } #else value = PyImport_GetModule(full_name); #endif modbad: Py_XDECREF(full_name); Py_XDECREF(module_dot); Py_XDECREF(module_name); } if (unlikely(!value)) { PyErr_Format(PyExc_ImportError, "cannot import name %S", name); } return value; } /* Py3UpdateBases */ static PyObject* __Pyx_PEP560_update_bases(PyObject *bases) { Py_ssize_t i, j, size_bases; PyObject *base = NULL, *meth, *new_base, *result, *new_bases = NULL; #if CYTHON_ASSUME_SAFE_SIZE size_bases = PyTuple_GET_SIZE(bases); #else size_bases = PyTuple_Size(bases); if (size_bases < 0) return NULL; #endif for (i = 0; i < size_bases; i++) { #if CYTHON_AVOID_BORROWED_REFS Py_CLEAR(base); #endif #if CYTHON_ASSUME_SAFE_MACROS base = PyTuple_GET_ITEM(bases, i); #else base = PyTuple_GetItem(bases, i); if (!base) goto error; #endif #if CYTHON_AVOID_BORROWED_REFS Py_INCREF(base); #endif if (PyType_Check(base)) { if (new_bases) { if (PyList_Append(new_bases, base) < 0) { goto error; } } continue; } meth = __Pyx_PyObject_GetAttrStrNoError(base, __pyx_mstate_global->__pyx_n_u_mro_entries); if (!meth && PyErr_Occurred()) { goto error; } if (!meth) { if (new_bases) { if (PyList_Append(new_bases, base) < 0) { goto error; } } continue; } new_base = __Pyx_PyObject_CallOneArg(meth, bases); Py_DECREF(meth); if (!new_base) { goto error; } if (!PyTuple_Check(new_base)) { PyErr_SetString(PyExc_TypeError, "__mro_entries__ must return a tuple"); Py_DECREF(new_base); goto error; } if (!new_bases) { if (!(new_bases = PyList_New(i))) { goto error; } for (j = 0; j < i; j++) { PyObject *base_from_list; #if CYTHON_ASSUME_SAFE_MACROS base_from_list = PyTuple_GET_ITEM(bases, j); PyList_SET_ITEM(new_bases, j, base_from_list); Py_INCREF(base_from_list); #else base_from_list = PyTuple_GetItem(bases, j); if (!base_from_list) goto error; Py_INCREF(base_from_list); if (PyList_SetItem(new_bases, j, base_from_list) < 0) goto error; #endif } } #if CYTHON_ASSUME_SAFE_SIZE j = PyList_GET_SIZE(new_bases); #else j = PyList_Size(new_bases); if (j < 0) goto error; #endif if (PyList_SetSlice(new_bases, j, j, new_base) < 0) { goto error; } Py_DECREF(new_base); } if (!new_bases) { Py_INCREF(bases); return bases; } result = PyList_AsTuple(new_bases); Py_DECREF(new_bases); #if CYTHON_AVOID_BORROWED_REFS Py_XDECREF(base); #endif return result; error: Py_XDECREF(new_bases); #if CYTHON_AVOID_BORROWED_REFS Py_XDECREF(base); #endif return NULL; } /* CalculateMetaclass */ static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) { Py_ssize_t i, nbases; #if CYTHON_ASSUME_SAFE_SIZE nbases = PyTuple_GET_SIZE(bases); #else nbases = PyTuple_Size(bases); if (nbases < 0) return NULL; #endif for (i=0; i < nbases; i++) { PyTypeObject *tmptype; #if CYTHON_ASSUME_SAFE_MACROS PyObject *tmp = PyTuple_GET_ITEM(bases, i); #else PyObject *tmp = PyTuple_GetItem(bases, i); if (!tmp) return NULL; #endif tmptype = Py_TYPE(tmp); if (!metaclass) { metaclass = tmptype; continue; } if (PyType_IsSubtype(metaclass, tmptype)) continue; if (PyType_IsSubtype(tmptype, metaclass)) { metaclass = tmptype; continue; } PyErr_SetString(PyExc_TypeError, "metaclass conflict: " "the metaclass of a derived class " "must be a (non-strict) subclass " "of the metaclasses of all its bases"); return NULL; } if (!metaclass) { metaclass = &PyType_Type; } Py_INCREF((PyObject*) metaclass); return (PyObject*) metaclass; } /* dict_setdefault (used by FetchCommonType) */ static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) { PyObject* value; #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX >= 0x030C0000 PyObject *args[] = {d, key, default_value}; value = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_n_u_setdefault, args, 3 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); #elif CYTHON_COMPILING_IN_LIMITED_API value = PyObject_CallMethodObjArgs(d, __pyx_mstate_global->__pyx_n_u_setdefault, key, default_value, NULL); #elif PY_VERSION_HEX >= 0x030d0000 PyDict_SetDefaultRef(d, key, default_value, &value); #else value = PyDict_SetDefault(d, key, default_value); if (unlikely(!value)) return NULL; Py_INCREF(value); #endif return value; } /* AddModuleRef (used by FetchSharedCythonModule) */ #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING static PyObject *__Pyx_PyImport_AddModuleObjectRef(PyObject *name) { PyObject *module_dict = PyImport_GetModuleDict(); PyObject *m; if (PyMapping_GetOptionalItem(module_dict, name, &m) < 0) { return NULL; } if (m != NULL && PyModule_Check(m)) { return m; } Py_XDECREF(m); m = PyModule_NewObject(name); if (m == NULL) return NULL; if (PyDict_CheckExact(module_dict)) { PyObject *new_m; (void)PyDict_SetDefaultRef(module_dict, name, m, &new_m); Py_DECREF(m); return new_m; } else { if (PyObject_SetItem(module_dict, name, m) != 0) { Py_DECREF(m); return NULL; } return m; } } static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) { PyObject *py_name = PyUnicode_FromString(name); if (!py_name) return NULL; PyObject *module = __Pyx_PyImport_AddModuleObjectRef(py_name); Py_DECREF(py_name); return module; } #elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000 #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name) #else static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) { PyObject *module = PyImport_AddModule(name); Py_XINCREF(module); return module; } #endif /* FetchSharedCythonModule (used by FetchCommonType) */ static PyObject *__Pyx_FetchSharedCythonABIModule(void) { return __Pyx_PyImport_AddModuleRef(__PYX_ABI_MODULE_NAME); } /* FetchCommonType (used by CommonTypesMetaclass) */ #if __PYX_LIMITED_VERSION_HEX < 0x030C0000 static PyObject* __Pyx_PyType_FromMetaclass(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) { PyObject *result = __Pyx_PyType_FromModuleAndSpec(module, spec, bases); if (result && metaclass) { PyObject *old_tp = (PyObject*)Py_TYPE(result); Py_INCREF((PyObject*)metaclass); #if __PYX_LIMITED_VERSION_HEX >= 0x03090000 Py_SET_TYPE(result, metaclass); #else result->ob_type = metaclass; #endif Py_DECREF(old_tp); } return result; } #else #define __Pyx_PyType_FromMetaclass(me, mo, s, b) PyType_FromMetaclass(me, mo, s, b) #endif static int __Pyx_VerifyCachedType(PyObject *cached_type, const char *name, Py_ssize_t expected_basicsize) { Py_ssize_t basicsize; if (!PyType_Check(cached_type)) { PyErr_Format(PyExc_TypeError, "Shared Cython type %.200s is not a type object", name); return -1; } if (expected_basicsize == 0) { return 0; // size is inherited, nothing useful to check } #if CYTHON_COMPILING_IN_LIMITED_API PyObject *py_basicsize; py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__"); if (unlikely(!py_basicsize)) return -1; basicsize = PyLong_AsSsize_t(py_basicsize); Py_DECREF(py_basicsize); py_basicsize = NULL; if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) return -1; #else basicsize = ((PyTypeObject*) cached_type)->tp_basicsize; #endif if (basicsize != expected_basicsize) { PyErr_Format(PyExc_TypeError, "Shared Cython type %.200s has the wrong size, try recompiling", name); return -1; } return 0; } static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) { PyObject *abi_module = NULL, *cached_type = NULL, *abi_module_dict, *new_cached_type, *py_object_name; int get_item_ref_result; const char* object_name = strrchr(spec->name, '.'); object_name = object_name ? object_name+1 : spec->name; py_object_name = PyUnicode_FromString(object_name); if (!py_object_name) return NULL; abi_module = __Pyx_FetchSharedCythonABIModule(); if (!abi_module) goto done; abi_module_dict = PyModule_GetDict(abi_module); if (!abi_module_dict) goto done; get_item_ref_result = __Pyx_PyDict_GetItemRef(abi_module_dict, py_object_name, &cached_type); if (get_item_ref_result == 1) { if (__Pyx_VerifyCachedType( cached_type, object_name, spec->basicsize) < 0) { goto bad; } goto done; } else if (unlikely(get_item_ref_result == -1)) { goto bad; } cached_type = __Pyx_PyType_FromMetaclass( metaclass, CYTHON_USE_MODULE_STATE ? module : abi_module, spec, bases); if (unlikely(!cached_type)) goto bad; if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad; new_cached_type = __Pyx_PyDict_SetDefault(abi_module_dict, py_object_name, cached_type); if (unlikely(new_cached_type != cached_type)) { if (unlikely(!new_cached_type)) goto bad; Py_DECREF(cached_type); cached_type = new_cached_type; if (__Pyx_VerifyCachedType( cached_type, object_name, spec->basicsize) < 0) { goto bad; } goto done; } else { Py_DECREF(new_cached_type); } done: Py_XDECREF(abi_module); Py_DECREF(py_object_name); assert(cached_type == NULL || PyType_Check(cached_type)); return (PyTypeObject *) cached_type; bad: Py_XDECREF(cached_type); cached_type = NULL; goto done; } /* CommonTypesMetaclass (used by CythonFunctionShared) */ static PyObject* __pyx_CommonTypesMetaclass_get_module(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED void* context) { return PyUnicode_FromString(__PYX_ABI_MODULE_NAME); } #if __PYX_LIMITED_VERSION_HEX < 0x030A0000 static PyObject* __pyx_CommonTypesMetaclass_call(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *args, CYTHON_UNUSED PyObject *kwds) { PyErr_SetString(PyExc_TypeError, "Cannot instantiate Cython internal types"); return NULL; } static int __pyx_CommonTypesMetaclass_setattr(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *attr, CYTHON_UNUSED PyObject *value) { PyErr_SetString(PyExc_TypeError, "Cython internal types are immutable"); return -1; } #endif static PyGetSetDef __pyx_CommonTypesMetaclass_getset[] = { {"__module__", __pyx_CommonTypesMetaclass_get_module, NULL, NULL, NULL}, {0, 0, 0, 0, 0} }; static PyType_Slot __pyx_CommonTypesMetaclass_slots[] = { {Py_tp_getset, (void *)__pyx_CommonTypesMetaclass_getset}, #if __PYX_LIMITED_VERSION_HEX < 0x030A0000 {Py_tp_call, (void*)__pyx_CommonTypesMetaclass_call}, {Py_tp_new, (void*)__pyx_CommonTypesMetaclass_call}, {Py_tp_setattro, (void*)__pyx_CommonTypesMetaclass_setattr}, #endif {0, 0} }; static PyType_Spec __pyx_CommonTypesMetaclass_spec = { __PYX_TYPE_MODULE_PREFIX "_common_types_metatype", 0, 0, Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION | Py_TPFLAGS_DEFAULT, __pyx_CommonTypesMetaclass_slots }; static int __pyx_CommonTypesMetaclass_init(PyObject *module) { __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module); PyObject *bases = PyTuple_Pack(1, &PyType_Type); if (unlikely(!bases)) { return -1; } mstate->__pyx_CommonTypesMetaclassType = __Pyx_FetchCommonTypeFromSpec(NULL, module, &__pyx_CommonTypesMetaclass_spec, bases); Py_DECREF(bases); if (unlikely(mstate->__pyx_CommonTypesMetaclassType == NULL)) { return -1; } return 0; } /* PyMethodNew (used by CythonFunctionShared) */ #if CYTHON_COMPILING_IN_LIMITED_API static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) { PyObject *result; CYTHON_UNUSED_VAR(typ); if (!self) return __Pyx_NewRef(func); #if __PYX_LIMITED_VERSION_HEX >= 0x030C0000 { PyObject *args[] = {func, self}; result = PyObject_Vectorcall(__pyx_mstate_global->__Pyx_CachedMethodType, args, 2, NULL); } #else result = PyObject_CallFunctionObjArgs(__pyx_mstate_global->__Pyx_CachedMethodType, func, self, NULL); #endif return result; } #else static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) { CYTHON_UNUSED_VAR(typ); if (!self) return __Pyx_NewRef(func); return PyMethod_New(func, self); } #endif /* PyVectorcallFastCallDict (used by CythonFunctionShared) */ #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw) { PyObject *res = NULL; PyObject *kwnames; PyObject **newargs; PyObject **kwvalues; Py_ssize_t i; #if CYTHON_AVOID_BORROWED_REFS PyObject *pos; #else Py_ssize_t pos; #endif size_t j; PyObject *key, *value; unsigned long keys_are_strings; #if !CYTHON_ASSUME_SAFE_SIZE Py_ssize_t nkw = PyDict_Size(kw); if (unlikely(nkw == -1)) return NULL; #else Py_ssize_t nkw = PyDict_GET_SIZE(kw); #endif newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0])); if (unlikely(newargs == NULL)) { PyErr_NoMemory(); return NULL; } for (j = 0; j < nargs; j++) newargs[j] = args[j]; kwnames = PyTuple_New(nkw); if (unlikely(kwnames == NULL)) { PyMem_Free(newargs); return NULL; } kwvalues = newargs + nargs; pos = 0; i = 0; keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS; while (__Pyx_PyDict_NextRef(kw, &pos, &key, &value)) { keys_are_strings &= #if CYTHON_COMPILING_IN_LIMITED_API PyType_GetFlags(Py_TYPE(key)); #else Py_TYPE(key)->tp_flags; #endif #if !CYTHON_ASSUME_SAFE_MACROS if (unlikely(PyTuple_SetItem(kwnames, i, key) < 0)) goto cleanup; #else PyTuple_SET_ITEM(kwnames, i, key); #endif kwvalues[i] = value; i++; } if (unlikely(!keys_are_strings)) { PyErr_SetString(PyExc_TypeError, "keywords must be strings"); goto cleanup; } res = vc(func, newargs, nargs, kwnames); cleanup: #if CYTHON_AVOID_BORROWED_REFS Py_DECREF(pos); #endif Py_DECREF(kwnames); for (i = 0; i < nkw; i++) Py_DECREF(kwvalues[i]); PyMem_Free(newargs); return res; } static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw) { Py_ssize_t kw_size = likely(kw == NULL) ? 0 : #if !CYTHON_ASSUME_SAFE_SIZE PyDict_Size(kw); #else PyDict_GET_SIZE(kw); #endif if (kw_size == 0) { return vc(func, args, nargs, NULL); } #if !CYTHON_ASSUME_SAFE_SIZE else if (unlikely(kw_size == -1)) { return NULL; } #endif return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw); } #endif /* CythonFunctionShared (used by CythonFunction) */ #if CYTHON_COMPILING_IN_LIMITED_API static CYTHON_INLINE int __Pyx__IsSameCyOrCFunctionNoMethod(PyObject *func, void (*cfunc)(void)) { if (__Pyx_CyFunction_Check(func)) { return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc; } else if (PyCFunction_Check(func)) { return PyCFunction_GetFunction(func) == (PyCFunction) cfunc; } return 0; } static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) { if ((PyObject*)Py_TYPE(func) == __pyx_mstate_global->__Pyx_CachedMethodType) { int result; PyObject *newFunc = PyObject_GetAttr(func, __pyx_mstate_global->__pyx_n_u_func); if (unlikely(!newFunc)) { PyErr_Clear(); // It's only an optimization, so don't throw an error return 0; } result = __Pyx__IsSameCyOrCFunctionNoMethod(newFunc, cfunc); Py_DECREF(newFunc); return result; } return __Pyx__IsSameCyOrCFunctionNoMethod(func, cfunc); } #else static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) { if (PyMethod_Check(func)) { func = PyMethod_GET_FUNCTION(func); } return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc; } #endif static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) { #if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API __Pyx_Py_XDECREF_SET( __Pyx_CyFunction_GetClassObj(f), ((classobj) ? __Pyx_NewRef(classobj) : NULL)); #else __Pyx_Py_XDECREF_SET( ((PyCMethodObject *) (f))->mm_class, (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL)); #endif } static PyObject * __Pyx_CyFunction_get_doc_locked(__pyx_CyFunctionObject *op) { if (unlikely(op->func_doc == NULL)) { #if CYTHON_COMPILING_IN_LIMITED_API op->func_doc = PyObject_GetAttrString(op->func, "__doc__"); if (unlikely(!op->func_doc)) return NULL; #else if (((PyCFunctionObject*)op)->m_ml->ml_doc) { op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc); if (unlikely(op->func_doc == NULL)) return NULL; } else { Py_INCREF(Py_None); return Py_None; } #endif } Py_INCREF(op->func_doc); return op->func_doc; } static PyObject * __Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure) { PyObject *result; CYTHON_UNUSED_VAR(closure); __Pyx_BEGIN_CRITICAL_SECTION(op); result = __Pyx_CyFunction_get_doc_locked(op); __Pyx_END_CRITICAL_SECTION(); return result; } static int __Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context) { CYTHON_UNUSED_VAR(context); if (value == NULL) { value = Py_None; } Py_INCREF(value); __Pyx_BEGIN_CRITICAL_SECTION(op); __Pyx_Py_XDECREF_SET(op->func_doc, value); __Pyx_END_CRITICAL_SECTION(); return 0; } static PyObject * __Pyx_CyFunction_get_name_locked(__pyx_CyFunctionObject *op) { if (unlikely(op->func_name == NULL)) { #if CYTHON_COMPILING_IN_LIMITED_API op->func_name = PyObject_GetAttrString(op->func, "__name__"); #else op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name); #endif if (unlikely(op->func_name == NULL)) return NULL; } Py_INCREF(op->func_name); return op->func_name; } static PyObject * __Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context) { PyObject *result = NULL; CYTHON_UNUSED_VAR(context); __Pyx_BEGIN_CRITICAL_SECTION(op); result = __Pyx_CyFunction_get_name_locked(op); __Pyx_END_CRITICAL_SECTION(); return result; } static int __Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context) { CYTHON_UNUSED_VAR(context); if (unlikely(value == NULL || !PyUnicode_Check(value))) { PyErr_SetString(PyExc_TypeError, "__name__ must be set to a string object"); return -1; } Py_INCREF(value); __Pyx_BEGIN_CRITICAL_SECTION(op); __Pyx_Py_XDECREF_SET(op->func_name, value); __Pyx_END_CRITICAL_SECTION(); return 0; } static PyObject * __Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context) { CYTHON_UNUSED_VAR(context); PyObject *result; __Pyx_BEGIN_CRITICAL_SECTION(op); Py_INCREF(op->func_qualname); result = op->func_qualname; __Pyx_END_CRITICAL_SECTION(); return result; } static int __Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context) { CYTHON_UNUSED_VAR(context); if (unlikely(value == NULL || !PyUnicode_Check(value))) { PyErr_SetString(PyExc_TypeError, "__qualname__ must be set to a string object"); return -1; } Py_INCREF(value); __Pyx_BEGIN_CRITICAL_SECTION(op); __Pyx_Py_XDECREF_SET(op->func_qualname, value); __Pyx_END_CRITICAL_SECTION(); return 0; } #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 static PyObject * __Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context) { CYTHON_UNUSED_VAR(context); if (unlikely(op->func_dict == NULL)) { op->func_dict = PyDict_New(); if (unlikely(op->func_dict == NULL)) return NULL; } Py_INCREF(op->func_dict); return op->func_dict; } #endif static PyObject * __Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context) { CYTHON_UNUSED_VAR(context); Py_INCREF(op->func_globals); return op->func_globals; } static PyObject * __Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context) { CYTHON_UNUSED_VAR(op); CYTHON_UNUSED_VAR(context); Py_INCREF(Py_None); return Py_None; } static PyObject * __Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context) { PyObject* result = (op->func_code) ? op->func_code : Py_None; CYTHON_UNUSED_VAR(context); Py_INCREF(result); return result; } static int __Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { int result = 0; PyObject *res = op->defaults_getter((PyObject *) op); if (unlikely(!res)) return -1; #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS op->defaults_tuple = PyTuple_GET_ITEM(res, 0); Py_INCREF(op->defaults_tuple); op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); Py_INCREF(op->defaults_kwdict); #else op->defaults_tuple = __Pyx_PySequence_ITEM(res, 0); if (unlikely(!op->defaults_tuple)) result = -1; else { op->defaults_kwdict = __Pyx_PySequence_ITEM(res, 1); if (unlikely(!op->defaults_kwdict)) result = -1; } #endif Py_DECREF(res); return result; } static int __Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) { CYTHON_UNUSED_VAR(context); if (!value) { value = Py_None; } else if (unlikely(value != Py_None && !PyTuple_Check(value))) { PyErr_SetString(PyExc_TypeError, "__defaults__ must be set to a tuple object"); return -1; } PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not " "currently affect the values used in function calls", 1); Py_INCREF(value); __Pyx_BEGIN_CRITICAL_SECTION(op); __Pyx_Py_XDECREF_SET(op->defaults_tuple, value); __Pyx_END_CRITICAL_SECTION(); return 0; } static PyObject * __Pyx_CyFunction_get_defaults_locked(__pyx_CyFunctionObject *op) { PyObject* result = op->defaults_tuple; if (unlikely(!result)) { if (op->defaults_getter) { if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL; result = op->defaults_tuple; } else { result = Py_None; } } Py_INCREF(result); return result; } static PyObject * __Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) { PyObject* result = NULL; CYTHON_UNUSED_VAR(context); __Pyx_BEGIN_CRITICAL_SECTION(op); result = __Pyx_CyFunction_get_defaults_locked(op); __Pyx_END_CRITICAL_SECTION(); return result; } static int __Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) { CYTHON_UNUSED_VAR(context); if (!value) { value = Py_None; } else if (unlikely(value != Py_None && !PyDict_Check(value))) { PyErr_SetString(PyExc_TypeError, "__kwdefaults__ must be set to a dict object"); return -1; } PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not " "currently affect the values used in function calls", 1); Py_INCREF(value); __Pyx_BEGIN_CRITICAL_SECTION(op); __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value); __Pyx_END_CRITICAL_SECTION(); return 0; } static PyObject * __Pyx_CyFunction_get_kwdefaults_locked(__pyx_CyFunctionObject *op) { PyObject* result = op->defaults_kwdict; if (unlikely(!result)) { if (op->defaults_getter) { if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL; result = op->defaults_kwdict; } else { result = Py_None; } } Py_INCREF(result); return result; } static PyObject * __Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) { PyObject* result; CYTHON_UNUSED_VAR(context); __Pyx_BEGIN_CRITICAL_SECTION(op); result = __Pyx_CyFunction_get_kwdefaults_locked(op); __Pyx_END_CRITICAL_SECTION(); return result; } static int __Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, void *context) { CYTHON_UNUSED_VAR(context); if (!value || value == Py_None) { value = NULL; } else if (unlikely(!PyDict_Check(value))) { PyErr_SetString(PyExc_TypeError, "__annotations__ must be set to a dict object"); return -1; } Py_XINCREF(value); __Pyx_BEGIN_CRITICAL_SECTION(op); __Pyx_Py_XDECREF_SET(op->func_annotations, value); __Pyx_END_CRITICAL_SECTION(); return 0; } static PyObject * __Pyx_CyFunction_get_annotations_locked(__pyx_CyFunctionObject *op) { PyObject* result = op->func_annotations; if (unlikely(!result)) { result = PyDict_New(); if (unlikely(!result)) return NULL; op->func_annotations = result; } Py_INCREF(result); return result; } static PyObject * __Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) { PyObject *result; CYTHON_UNUSED_VAR(context); __Pyx_BEGIN_CRITICAL_SECTION(op); result = __Pyx_CyFunction_get_annotations_locked(op); __Pyx_END_CRITICAL_SECTION(); return result; } static PyObject * __Pyx_CyFunction_get_is_coroutine_value(__pyx_CyFunctionObject *op) { int is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE; if (is_coroutine) { PyObject *is_coroutine_value, *module, *fromlist, *marker = __pyx_mstate_global->__pyx_n_u_is_coroutine; fromlist = PyList_New(1); if (unlikely(!fromlist)) return NULL; Py_INCREF(marker); #if CYTHON_ASSUME_SAFE_MACROS PyList_SET_ITEM(fromlist, 0, marker); #else if (unlikely(PyList_SetItem(fromlist, 0, marker) < 0)) { Py_DECREF(marker); Py_DECREF(fromlist); return NULL; } #endif module = PyImport_ImportModuleLevelObject(__pyx_mstate_global->__pyx_n_u_asyncio_coroutines, NULL, NULL, fromlist, 0); Py_DECREF(fromlist); if (unlikely(!module)) goto ignore; is_coroutine_value = __Pyx_PyObject_GetAttrStr(module, marker); Py_DECREF(module); if (likely(is_coroutine_value)) { return is_coroutine_value; } ignore: PyErr_Clear(); } return __Pyx_PyBool_FromLong(is_coroutine); } static PyObject * __Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) { PyObject *result; CYTHON_UNUSED_VAR(context); if (op->func_is_coroutine) { return __Pyx_NewRef(op->func_is_coroutine); } result = __Pyx_CyFunction_get_is_coroutine_value(op); if (unlikely(!result)) return NULL; __Pyx_BEGIN_CRITICAL_SECTION(op); if (op->func_is_coroutine) { Py_DECREF(result); result = __Pyx_NewRef(op->func_is_coroutine); } else { op->func_is_coroutine = __Pyx_NewRef(result); } __Pyx_END_CRITICAL_SECTION(); return result; } static void __Pyx_CyFunction_raise_argument_count_error(__pyx_CyFunctionObject *func, const char* message, Py_ssize_t size) { #if CYTHON_COMPILING_IN_LIMITED_API PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL); if (!py_name) return; PyErr_Format(PyExc_TypeError, "%.200S() %s (%" CYTHON_FORMAT_SSIZE_T "d given)", py_name, message, size); Py_DECREF(py_name); #else const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name; PyErr_Format(PyExc_TypeError, "%.200s() %s (%" CYTHON_FORMAT_SSIZE_T "d given)", name, message, size); #endif } static void __Pyx_CyFunction_raise_type_error(__pyx_CyFunctionObject *func, const char* message) { #if CYTHON_COMPILING_IN_LIMITED_API PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL); if (!py_name) return; PyErr_Format(PyExc_TypeError, "%.200S() %s", py_name, message); Py_DECREF(py_name); #else const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name; PyErr_Format(PyExc_TypeError, "%.200s() %s", name, message); #endif } #if CYTHON_COMPILING_IN_LIMITED_API static PyObject * __Pyx_CyFunction_get_module(__pyx_CyFunctionObject *op, void *context) { CYTHON_UNUSED_VAR(context); return PyObject_GetAttrString(op->func, "__module__"); } static int __Pyx_CyFunction_set_module(__pyx_CyFunctionObject *op, PyObject* value, void *context) { CYTHON_UNUSED_VAR(context); return PyObject_SetAttrString(op->func, "__module__", value); } #endif static PyGetSetDef __pyx_CyFunction_getsets[] = { {"func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, {"__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, {"func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, {"__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, {"__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 {"func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0}, {"__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0}, #else {"func_dict", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0}, {"__dict__", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0}, #endif {"func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, {"__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, {"func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, {"__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, {"func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, {"__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, {"func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, {"__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, {"__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, {"__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, {"_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0}, #if CYTHON_COMPILING_IN_LIMITED_API {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0}, #endif {0, 0, 0, 0, 0} }; static PyMemberDef __pyx_CyFunction_members[] = { #if !CYTHON_COMPILING_IN_LIMITED_API {"__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0}, #endif #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API {"__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0}, #endif #if CYTHON_METH_FASTCALL #if CYTHON_COMPILING_IN_LIMITED_API {"__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0}, #else {"__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0}, #endif #if CYTHON_COMPILING_IN_LIMITED_API {"__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0}, #else {"__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0}, #endif #endif {0, 0, 0, 0, 0} }; static PyObject * __Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args) { PyObject *result = NULL; CYTHON_UNUSED_VAR(args); __Pyx_BEGIN_CRITICAL_SECTION(m); Py_INCREF(m->func_qualname); result = m->func_qualname; __Pyx_END_CRITICAL_SECTION(); return result; } static PyMethodDef __pyx_CyFunction_methods[] = { {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, {0, 0, 0, 0} }; #if CYTHON_COMPILING_IN_LIMITED_API #define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist) #else #define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->m_weakreflist) #endif static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname, PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { #if !CYTHON_COMPILING_IN_LIMITED_API PyCFunctionObject *cf = (PyCFunctionObject*) op; #endif if (unlikely(op == NULL)) return NULL; #if CYTHON_COMPILING_IN_LIMITED_API op->func = PyCFunction_NewEx(ml, (PyObject*)op, module); if (unlikely(!op->func)) return NULL; #endif op->flags = flags; __Pyx_CyFunction_weakreflist(op) = NULL; #if !CYTHON_COMPILING_IN_LIMITED_API cf->m_ml = ml; cf->m_self = (PyObject *) op; #endif Py_XINCREF(closure); op->func_closure = closure; #if !CYTHON_COMPILING_IN_LIMITED_API Py_XINCREF(module); cf->m_module = module; #endif #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API op->func_dict = NULL; #endif op->func_name = NULL; Py_INCREF(qualname); op->func_qualname = qualname; op->func_doc = NULL; #if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API op->func_classobj = NULL; #else ((PyCMethodObject*)op)->mm_class = NULL; #endif op->func_globals = globals; Py_INCREF(op->func_globals); Py_XINCREF(code); op->func_code = code; op->defaults = NULL; op->defaults_tuple = NULL; op->defaults_kwdict = NULL; op->defaults_getter = NULL; op->func_annotations = NULL; op->func_is_coroutine = NULL; #if CYTHON_METH_FASTCALL switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) { case METH_NOARGS: __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS; break; case METH_O: __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O; break; case METH_METHOD | METH_FASTCALL | METH_KEYWORDS: __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD; break; case METH_FASTCALL | METH_KEYWORDS: __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS; break; case METH_VARARGS | METH_KEYWORDS: __Pyx_CyFunction_func_vectorcall(op) = NULL; break; default: PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction"); Py_DECREF(op); return NULL; } #endif return (PyObject *) op; } static int __Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) { Py_CLEAR(m->func_closure); #if CYTHON_COMPILING_IN_LIMITED_API Py_CLEAR(m->func); #else Py_CLEAR(((PyCFunctionObject*)m)->m_module); #endif #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API Py_CLEAR(m->func_dict); #elif PY_VERSION_HEX < 0x030d0000 _PyObject_ClearManagedDict((PyObject*)m); #else PyObject_ClearManagedDict((PyObject*)m); #endif Py_CLEAR(m->func_name); Py_CLEAR(m->func_qualname); Py_CLEAR(m->func_doc); Py_CLEAR(m->func_globals); Py_CLEAR(m->func_code); #if !CYTHON_COMPILING_IN_LIMITED_API #if PY_VERSION_HEX < 0x030900B1 Py_CLEAR(__Pyx_CyFunction_GetClassObj(m)); #else { PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class; ((PyCMethodObject *) (m))->mm_class = NULL; Py_XDECREF(cls); } #endif #endif Py_CLEAR(m->defaults_tuple); Py_CLEAR(m->defaults_kwdict); Py_CLEAR(m->func_annotations); Py_CLEAR(m->func_is_coroutine); Py_CLEAR(m->defaults); return 0; } static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m) { if (__Pyx_CyFunction_weakreflist(m) != NULL) PyObject_ClearWeakRefs((PyObject *) m); __Pyx_CyFunction_clear(m); __Pyx_PyHeapTypeObject_GC_Del(m); } static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) { PyObject_GC_UnTrack(m); __Pyx__CyFunction_dealloc(m); } static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) { { int e = __Pyx_call_type_traverse((PyObject*)m, 1, visit, arg); if (e) return e; } Py_VISIT(m->func_closure); #if CYTHON_COMPILING_IN_LIMITED_API Py_VISIT(m->func); #else Py_VISIT(((PyCFunctionObject*)m)->m_module); #endif #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API Py_VISIT(m->func_dict); #else { int e = #if PY_VERSION_HEX < 0x030d0000 _PyObject_VisitManagedDict #else PyObject_VisitManagedDict #endif ((PyObject*)m, visit, arg); if (e != 0) return e; } #endif __Pyx_VISIT_CONST(m->func_name); __Pyx_VISIT_CONST(m->func_qualname); Py_VISIT(m->func_doc); Py_VISIT(m->func_globals); __Pyx_VISIT_CONST(m->func_code); #if !CYTHON_COMPILING_IN_LIMITED_API Py_VISIT(__Pyx_CyFunction_GetClassObj(m)); #endif Py_VISIT(m->defaults_tuple); Py_VISIT(m->defaults_kwdict); Py_VISIT(m->func_is_coroutine); Py_VISIT(m->defaults); return 0; } static PyObject* __Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) { PyObject *repr; __Pyx_BEGIN_CRITICAL_SECTION(op); repr = PyUnicode_FromFormat("", op->func_qualname, (void *)op); __Pyx_END_CRITICAL_SECTION(); return repr; } static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) { #if CYTHON_COMPILING_IN_LIMITED_API PyObject *f = ((__pyx_CyFunctionObject*)func)->func; PyCFunction meth; int flags; meth = PyCFunction_GetFunction(f); if (unlikely(!meth)) return NULL; flags = PyCFunction_GetFlags(f); if (unlikely(flags < 0)) return NULL; #else PyCFunctionObject* f = (PyCFunctionObject*)func; PyCFunction meth = f->m_ml->ml_meth; int flags = f->m_ml->ml_flags; #endif Py_ssize_t size; switch (flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) { case METH_VARARGS: if (likely(kw == NULL || PyDict_Size(kw) == 0)) return (*meth)(self, arg); break; case METH_VARARGS | METH_KEYWORDS: return (*(PyCFunctionWithKeywords)(void(*)(void))meth)(self, arg, kw); case METH_NOARGS: if (likely(kw == NULL || PyDict_Size(kw) == 0)) { #if CYTHON_ASSUME_SAFE_SIZE size = PyTuple_GET_SIZE(arg); #else size = PyTuple_Size(arg); if (unlikely(size < 0)) return NULL; #endif if (likely(size == 0)) return (*meth)(self, NULL); __Pyx_CyFunction_raise_argument_count_error( (__pyx_CyFunctionObject*)func, "takes no arguments", size); return NULL; } break; case METH_O: if (likely(kw == NULL || PyDict_Size(kw) == 0)) { #if CYTHON_ASSUME_SAFE_SIZE size = PyTuple_GET_SIZE(arg); #else size = PyTuple_Size(arg); if (unlikely(size < 0)) return NULL; #endif if (likely(size == 1)) { PyObject *result, *arg0; #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS arg0 = PyTuple_GET_ITEM(arg, 0); #else arg0 = __Pyx_PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL; #endif result = (*meth)(self, arg0); #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) Py_DECREF(arg0); #endif return result; } __Pyx_CyFunction_raise_argument_count_error( (__pyx_CyFunctionObject*)func, "takes exactly one argument", size); return NULL; } break; default: PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction"); return NULL; } __Pyx_CyFunction_raise_type_error( (__pyx_CyFunctionObject*)func, "takes no keyword arguments"); return NULL; } static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { PyObject *self, *result; #if CYTHON_COMPILING_IN_LIMITED_API self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)func)->func); if (unlikely(!self) && PyErr_Occurred()) return NULL; #else self = ((PyCFunctionObject*)func)->m_self; #endif result = __Pyx_CyFunction_CallMethod(func, self, arg, kw); return result; } static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) { PyObject *result; __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func; #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc); if (vc) { #if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw); #else (void) &__Pyx_PyVectorcall_FastCallDict; return PyVectorcall_Call(func, args, kw); #endif } #endif if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { Py_ssize_t argc; PyObject *new_args; PyObject *self; #if CYTHON_ASSUME_SAFE_SIZE argc = PyTuple_GET_SIZE(args); #else argc = PyTuple_Size(args); if (unlikely(argc < 0)) return NULL; #endif new_args = PyTuple_GetSlice(args, 1, argc); if (unlikely(!new_args)) return NULL; self = PyTuple_GetItem(args, 0); if (unlikely(!self)) { Py_DECREF(new_args); PyErr_Format(PyExc_TypeError, "unbound method %.200S() needs an argument", cyfunc->func_qualname); return NULL; } result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw); Py_DECREF(new_args); } else { result = __Pyx_CyFunction_Call(func, args, kw); } return result; } #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames) { int ret = 0; if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { if (unlikely(nargs < 1)) { __Pyx_CyFunction_raise_type_error( cyfunc, "needs an argument"); return -1; } ret = 1; } if (unlikely(kwnames) && unlikely(__Pyx_PyTuple_GET_SIZE(kwnames))) { __Pyx_CyFunction_raise_type_error( cyfunc, "takes no keyword arguments"); return -1; } return ret; } static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) { __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); PyObject *self; #if CYTHON_COMPILING_IN_LIMITED_API PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); if (unlikely(!meth)) return NULL; #else PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; #endif switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) { case 1: self = args[0]; args += 1; nargs -= 1; break; case 0: #if CYTHON_COMPILING_IN_LIMITED_API self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); if (unlikely(!self) && PyErr_Occurred()) return NULL; #else self = ((PyCFunctionObject*)cyfunc)->m_self; #endif break; default: return NULL; } if (unlikely(nargs != 0)) { __Pyx_CyFunction_raise_argument_count_error( cyfunc, "takes no arguments", nargs); return NULL; } return meth(self, NULL); } static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) { __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); PyObject *self; #if CYTHON_COMPILING_IN_LIMITED_API PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); if (unlikely(!meth)) return NULL; #else PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; #endif switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) { case 1: self = args[0]; args += 1; nargs -= 1; break; case 0: #if CYTHON_COMPILING_IN_LIMITED_API self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); if (unlikely(!self) && PyErr_Occurred()) return NULL; #else self = ((PyCFunctionObject*)cyfunc)->m_self; #endif break; default: return NULL; } if (unlikely(nargs != 1)) { __Pyx_CyFunction_raise_argument_count_error( cyfunc, "takes exactly one argument", nargs); return NULL; } return meth(self, args[0]); } static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) { __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); PyObject *self; #if CYTHON_COMPILING_IN_LIMITED_API PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); if (unlikely(!meth)) return NULL; #else PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; #endif switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) { case 1: self = args[0]; args += 1; nargs -= 1; break; case 0: #if CYTHON_COMPILING_IN_LIMITED_API self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); if (unlikely(!self) && PyErr_Occurred()) return NULL; #else self = ((PyCFunctionObject*)cyfunc)->m_self; #endif break; default: return NULL; } return ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))meth)(self, args, nargs, kwnames); } static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) { __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc); Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); PyObject *self; #if CYTHON_COMPILING_IN_LIMITED_API PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); if (unlikely(!meth)) return NULL; #else PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; #endif switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) { case 1: self = args[0]; args += 1; nargs -= 1; break; case 0: #if CYTHON_COMPILING_IN_LIMITED_API self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); if (unlikely(!self) && PyErr_Occurred()) return NULL; #else self = ((PyCFunctionObject*)cyfunc)->m_self; #endif break; default: return NULL; } #if PY_VERSION_HEX < 0x030e00A6 size_t nargs_value = (size_t) nargs; #else Py_ssize_t nargs_value = nargs; #endif return ((__Pyx_PyCMethod)(void(*)(void))meth)(self, cls, args, nargs_value, kwnames); } #endif static PyType_Slot __pyx_CyFunctionType_slots[] = { {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc}, {Py_tp_repr, (void *)__Pyx_CyFunction_repr}, {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod}, {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse}, {Py_tp_clear, (void *)__Pyx_CyFunction_clear}, {Py_tp_methods, (void *)__pyx_CyFunction_methods}, {Py_tp_members, (void *)__pyx_CyFunction_members}, {Py_tp_getset, (void *)__pyx_CyFunction_getsets}, {Py_tp_descr_get, (void *)__Pyx_PyMethod_New}, {0, 0}, }; static PyType_Spec __pyx_CyFunctionType_spec = { __PYX_TYPE_MODULE_PREFIX "cython_function_or_method", sizeof(__pyx_CyFunctionObject), 0, #ifdef Py_TPFLAGS_METHOD_DESCRIPTOR Py_TPFLAGS_METHOD_DESCRIPTOR | #endif #if CYTHON_METH_FASTCALL #if defined(Py_TPFLAGS_HAVE_VECTORCALL) Py_TPFLAGS_HAVE_VECTORCALL | #elif defined(_Py_TPFLAGS_HAVE_VECTORCALL) _Py_TPFLAGS_HAVE_VECTORCALL | #endif #endif // CYTHON_METH_FASTCALL #if PY_VERSION_HEX >= 0x030C0000 && !CYTHON_COMPILING_IN_LIMITED_API Py_TPFLAGS_MANAGED_DICT | #endif Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION | Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE, __pyx_CyFunctionType_slots }; static int __pyx_CyFunction_init(PyObject *module) { __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module); mstate->__pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec( mstate->__pyx_CommonTypesMetaclassType, module, &__pyx_CyFunctionType_spec, NULL); if (unlikely(mstate->__pyx_CyFunctionType == NULL)) { return -1; } return 0; } static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func, PyTypeObject *defaults_type) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults = PyObject_CallObject((PyObject*)defaults_type, NULL); // _PyObject_New(defaults_type); if (unlikely(!m->defaults)) return NULL; return m->defaults; } static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults_tuple = tuple; Py_INCREF(tuple); } static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults_kwdict = dict; Py_INCREF(dict); } static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->func_annotations = dict; Py_INCREF(dict); } /* CythonFunction */ static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname, PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { PyObject *op = __Pyx_CyFunction_Init( PyObject_GC_New(__pyx_CyFunctionObject, __pyx_mstate_global->__pyx_CyFunctionType), ml, flags, qualname, closure, module, globals, code ); if (likely(op)) { PyObject_GC_Track(op); } return op; } /* FusedFunction */ static PyObject * __pyx_FusedFunction_New(PyMethodDef *ml, int flags, PyObject *qualname, PyObject *closure, PyObject *module, PyObject *globals, PyObject *code) { PyObject *op = __Pyx_CyFunction_Init( PyObject_GC_New(__pyx_CyFunctionObject, __pyx_mstate_global->__pyx_FusedFunctionType), ml, flags, qualname, closure, module, globals, code ); if (likely(op)) { __pyx_FusedFunctionObject *fusedfunc = (__pyx_FusedFunctionObject *) op; fusedfunc->__signatures__ = NULL; fusedfunc->self = NULL; #if CYTHON_COMPILING_IN_LIMITED_API fusedfunc->ml = ml; #endif PyObject_GC_Track(op); } return op; } static void __pyx_FusedFunction_dealloc(__pyx_FusedFunctionObject *self) { PyObject_GC_UnTrack(self); Py_CLEAR(self->self); Py_CLEAR(self->__signatures__); __Pyx__CyFunction_dealloc((__pyx_CyFunctionObject *) self); } static int __pyx_FusedFunction_traverse(__pyx_FusedFunctionObject *self, visitproc visit, void *arg) { Py_VISIT(self->self); Py_VISIT(self->__signatures__); return __Pyx_CyFunction_traverse((__pyx_CyFunctionObject *) self, visit, arg); } static int __pyx_FusedFunction_clear(__pyx_FusedFunctionObject *self) { Py_CLEAR(self->self); Py_CLEAR(self->__signatures__); return __Pyx_CyFunction_clear((__pyx_CyFunctionObject *) self); } static __pyx_FusedFunctionObject * __pyx_FusedFunction_descr_get_locked(__pyx_FusedFunctionObject *func, PyObject *obj) { PyObject *module; __pyx_FusedFunctionObject *meth; #if CYTHON_COMPILING_IN_LIMITED_API module = __Pyx_CyFunction_get_module((__pyx_CyFunctionObject *) func, NULL); if ((unlikely(!module))) return NULL; #else module = ((PyCFunctionObject *) func)->m_module; #endif meth = (__pyx_FusedFunctionObject *) __pyx_FusedFunction_New( #if CYTHON_COMPILING_IN_LIMITED_API func->ml, #else ((PyCFunctionObject *) func)->m_ml, #endif ((__pyx_CyFunctionObject *) func)->flags, ((__pyx_CyFunctionObject *) func)->func_qualname, ((__pyx_CyFunctionObject *) func)->func_closure, module, ((__pyx_CyFunctionObject *) func)->func_globals, ((__pyx_CyFunctionObject *) func)->func_code); #if CYTHON_COMPILING_IN_LIMITED_API Py_DECREF(module); #endif if (unlikely(!meth)) return NULL; Py_XINCREF(func->func.defaults); meth->func.defaults = func->func.defaults; __Pyx_CyFunction_SetClassObj(meth, __Pyx_CyFunction_GetClassObj(func)); Py_XINCREF(func->__signatures__); meth->__signatures__ = func->__signatures__; Py_XINCREF(func->func.defaults_tuple); meth->func.defaults_tuple = func->func.defaults_tuple; Py_XINCREF(obj); meth->self = obj; return meth; } static PyObject * __pyx_FusedFunction_descr_get(PyObject *self, PyObject *obj, PyObject *type) { __pyx_FusedFunctionObject *func, *meth; func = (__pyx_FusedFunctionObject *) self; if (func->self || func->func.flags & __Pyx_CYFUNCTION_STATICMETHOD) { Py_INCREF(self); return self; } if (obj == Py_None) obj = NULL; if (func->func.flags & __Pyx_CYFUNCTION_CLASSMETHOD) obj = type; if (obj == NULL) { Py_INCREF(self); return self; } __Pyx_BEGIN_CRITICAL_SECTION(func); meth = __pyx_FusedFunction_descr_get_locked(func, obj); __Pyx_END_CRITICAL_SECTION() return (PyObject *) meth; } static PyObject * _obj_to_string(PyObject *obj) { if (PyUnicode_CheckExact(obj)) return __Pyx_NewRef(obj); else if (PyType_Check(obj)) return PyObject_GetAttr(obj, __pyx_mstate_global->__pyx_n_u_name_2); else return PyObject_Str(obj); } static PyObject * __pyx_FusedFunction_getitem(__pyx_FusedFunctionObject *self, PyObject *idx) { PyObject *signature = NULL; PyObject *unbound_result_func; PyObject *result_func = NULL; if (unlikely(self->__signatures__ == NULL)) { PyErr_SetString(PyExc_TypeError, "Function is not fused"); return NULL; } if (PyTuple_Check(idx)) { Py_ssize_t n = __Pyx_PyTuple_GET_SIZE(idx); PyObject *list; int i; #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(n < 0)) return NULL; #endif list = PyList_New(n); if (unlikely(!list)) return NULL; for (i = 0; i < n; i++) { PyObject *string; #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS PyObject *item = PyTuple_GET_ITEM(idx, i); #else PyObject *item = __Pyx_PySequence_ITEM(idx, i); if (unlikely(!item)) goto __pyx_err; #endif string = _obj_to_string(item); #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) Py_DECREF(item); #endif if (unlikely(!string)) goto __pyx_err; if (__Pyx_PyList_SET_ITEM(list, i, string) < (0)) goto __pyx_err; } signature = PyUnicode_Join(__pyx_mstate_global->__pyx_kp_u__2, list); __pyx_err:; Py_DECREF(list); } else { signature = _obj_to_string(idx); } if (unlikely(!signature)) return NULL; unbound_result_func = PyObject_GetItem(self->__signatures__, signature); if (likely(unbound_result_func)) { if (self->self) { __pyx_FusedFunctionObject *unbound = (__pyx_FusedFunctionObject *) unbound_result_func; __Pyx_CyFunction_SetClassObj(unbound, __Pyx_CyFunction_GetClassObj(self)); result_func = __pyx_FusedFunction_descr_get(unbound_result_func, self->self, self->self); } else { result_func = unbound_result_func; Py_INCREF(result_func); } } Py_DECREF(signature); Py_XDECREF(unbound_result_func); return result_func; } static PyObject * __pyx_FusedFunction_callfunction(PyObject *func, PyObject *args, PyObject *kw) { __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func; int static_specialized = (cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD && !((__pyx_FusedFunctionObject *) func)->__signatures__); if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !static_specialized) { return __Pyx_CyFunction_CallAsMethod(func, args, kw); } else { return __Pyx_CyFunction_Call(func, args, kw); } } static PyObject * __pyx_FusedFunction_call(PyObject *func, PyObject *args, PyObject *kw) { __pyx_FusedFunctionObject *binding_func = (__pyx_FusedFunctionObject *) func; Py_ssize_t argc = __Pyx_PyTuple_GET_SIZE(args); PyObject *new_args = NULL; __pyx_FusedFunctionObject *new_func = NULL; PyObject *result = NULL; int is_staticmethod = binding_func->func.flags & __Pyx_CYFUNCTION_STATICMETHOD; #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(argc < 0)) return NULL; #endif if (binding_func->self) { PyObject *self; Py_ssize_t i; new_args = PyTuple_New(argc + 1); if (unlikely(!new_args)) return NULL; self = binding_func->self; Py_INCREF(self); if (__Pyx_PyTuple_SET_ITEM(new_args, 0, self) < (0)) goto bad; self = NULL; for (i = 0; i < argc; i++) { #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS PyObject *item = PyTuple_GET_ITEM(args, i); Py_INCREF(item); #else PyObject *item = __Pyx_PySequence_ITEM(args, i); if (unlikely(!item)) goto bad; #endif if (__Pyx_PyTuple_SET_ITEM(new_args, i + 1, item) < (0)) goto bad; } args = new_args; } if (binding_func->__signatures__) { PyObject *tup; if (is_staticmethod && binding_func->func.flags & __Pyx_CYFUNCTION_CCLASS) { tup = PyTuple_Pack(3, args, kw == NULL ? Py_None : kw, binding_func->func.defaults_tuple); if (unlikely(!tup)) goto bad; new_func = (__pyx_FusedFunctionObject *) __Pyx_CyFunction_CallMethod( func, binding_func->__signatures__, tup, NULL); } else { tup = PyTuple_Pack(4, binding_func->__signatures__, args, kw == NULL ? Py_None : kw, binding_func->func.defaults_tuple); if (unlikely(!tup)) goto bad; new_func = (__pyx_FusedFunctionObject *) __pyx_FusedFunction_callfunction(func, tup, NULL); } Py_DECREF(tup); if (unlikely(!new_func)) goto bad; __Pyx_CyFunction_SetClassObj(new_func, __Pyx_CyFunction_GetClassObj(binding_func)); func = (PyObject *) new_func; } result = __pyx_FusedFunction_callfunction(func, args, kw); bad: Py_XDECREF(new_args); Py_XDECREF((PyObject *) new_func); return result; } static PyMemberDef __pyx_FusedFunction_members[] = { {"__signatures__", T_OBJECT, offsetof(__pyx_FusedFunctionObject, __signatures__), READONLY, 0}, {"__self__", T_OBJECT_EX, offsetof(__pyx_FusedFunctionObject, self), READONLY, 0}, #if !CYTHON_COMPILING_IN_LIMITED_API {"__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0}, #endif {0, 0, 0, 0, 0}, }; static PyGetSetDef __pyx_FusedFunction_getsets[] = { {"__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, #if CYTHON_COMPILING_IN_LIMITED_API {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0}, #endif {0, 0, 0, 0, 0} }; static PyType_Slot __pyx_FusedFunctionType_slots[] = { {Py_tp_dealloc, (void *)__pyx_FusedFunction_dealloc}, {Py_tp_call, (void *)__pyx_FusedFunction_call}, {Py_tp_traverse, (void *)__pyx_FusedFunction_traverse}, {Py_tp_clear, (void *)__pyx_FusedFunction_clear}, {Py_tp_members, (void *)__pyx_FusedFunction_members}, {Py_tp_getset, (void *)__pyx_FusedFunction_getsets}, {Py_tp_descr_get, (void *)__pyx_FusedFunction_descr_get}, {Py_mp_subscript, (void *)__pyx_FusedFunction_getitem}, {0, 0}, }; static PyType_Spec __pyx_FusedFunctionType_spec = { __PYX_TYPE_MODULE_PREFIX "fused_cython_function", sizeof(__pyx_FusedFunctionObject), 0, Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION | Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC , __pyx_FusedFunctionType_slots }; static int __pyx_FusedFunction_init(PyObject *module) { __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module); PyObject *bases = PyTuple_Pack(1, mstate->__pyx_CyFunctionType); if (unlikely(!bases)) { return -1; } mstate->__pyx_FusedFunctionType = __Pyx_FetchCommonTypeFromSpec( mstate->__pyx_CommonTypesMetaclassType, module, &__pyx_FusedFunctionType_spec, bases); Py_DECREF(bases); if (unlikely(mstate->__pyx_FusedFunctionType == NULL)) { return -1; } return 0; } /* PyObjectLookupSpecial (used by Py3ClassCreate) */ #if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error) { PyObject *res; PyTypeObject *tp = Py_TYPE(obj); res = _PyType_Lookup(tp, attr_name); if (likely(res)) { descrgetfunc f = Py_TYPE(res)->tp_descr_get; if (!f) { Py_INCREF(res); } else { res = f(res, obj, (PyObject *)tp); } } else if (with_error) { PyErr_SetObject(PyExc_AttributeError, attr_name); } return res; } #endif /* Py3ClassCreate */ static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) { PyObject *ns; if (metaclass) { PyObject *prep = __Pyx_PyObject_GetAttrStrNoError(metaclass, __pyx_mstate_global->__pyx_n_u_prepare); if (prep) { PyObject *pargs[3] = {NULL, name, bases}; ns = __Pyx_PyObject_FastCallDict(prep, pargs+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, mkw); Py_DECREF(prep); } else { if (unlikely(PyErr_Occurred())) return NULL; ns = PyDict_New(); } } else { ns = PyDict_New(); } if (unlikely(!ns)) return NULL; if (unlikely(PyObject_SetItem(ns, __pyx_mstate_global->__pyx_n_u_module, modname) < 0)) goto bad; if (unlikely(PyObject_SetItem(ns, __pyx_mstate_global->__pyx_n_u_qualname, qualname) < 0)) goto bad; if (unlikely(doc && PyObject_SetItem(ns, __pyx_mstate_global->__pyx_n_u_doc, doc) < 0)) goto bad; return ns; bad: Py_DECREF(ns); return NULL; } static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict, PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass) { PyObject *result; PyObject *owned_metaclass = NULL; PyObject *margs[4] = {NULL, name, bases, dict}; if (allow_py2_metaclass) { owned_metaclass = PyObject_GetItem(dict, __pyx_mstate_global->__pyx_n_u_metaclass); if (owned_metaclass) { metaclass = owned_metaclass; } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) { PyErr_Clear(); } else { return NULL; } } if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) { metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases); Py_XDECREF(owned_metaclass); if (unlikely(!metaclass)) return NULL; owned_metaclass = metaclass; } result = __Pyx_PyObject_FastCallDict(metaclass, margs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, mkw); Py_XDECREF(owned_metaclass); return result; } /* CyFunctionClassCell */ static int __Pyx_CyFunction_InitClassCell(PyObject *cyfunctions, PyObject *classobj) { Py_ssize_t i, count = __Pyx_PyList_GET_SIZE(cyfunctions); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(count < 0)) return -1; #endif for (i = 0; i < count; i++) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && !CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS PyList_GET_ITEM(cyfunctions, i); #else __Pyx_PySequence_ITEM(cyfunctions, i); if (unlikely(!m)) return -1; #endif __Pyx_CyFunction_SetClassObj(m, classobj); #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && !CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS) Py_DECREF((PyObject*)m); #endif } return 0; } /* CLineInTraceback (used by AddTraceback) */ #if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 #define __Pyx_PyProbablyModule_GetDict(o) __Pyx_XNewRef(PyModule_GetDict(o)) #elif !CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_CPYTHON_FREETHREADING #define __Pyx_PyProbablyModule_GetDict(o) PyObject_GenericGetDict(o, NULL); #else PyObject* __Pyx_PyProbablyModule_GetDict(PyObject *o) { PyObject **dict_ptr = _PyObject_GetDictPtr(o); return dict_ptr ? __Pyx_XNewRef(*dict_ptr) : NULL; } #endif static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) { PyObject *use_cline = NULL; PyObject *ptype, *pvalue, *ptraceback; PyObject *cython_runtime_dict; CYTHON_MAYBE_UNUSED_VAR(tstate); if (unlikely(!__pyx_mstate_global->__pyx_cython_runtime)) { return c_line; } __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); cython_runtime_dict = __Pyx_PyProbablyModule_GetDict(__pyx_mstate_global->__pyx_cython_runtime); if (likely(cython_runtime_dict)) { __PYX_PY_DICT_LOOKUP_IF_MODIFIED( use_cline, cython_runtime_dict, __Pyx_PyDict_SetDefault(cython_runtime_dict, __pyx_mstate_global->__pyx_n_u_cline_in_traceback, Py_False)) } if (use_cline == NULL || use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { c_line = 0; } Py_XDECREF(use_cline); Py_XDECREF(cython_runtime_dict); __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); return c_line; } #endif /* CodeObjectCache (used by AddTraceback) */ static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { return count; } while (start < end) { mid = start + (end - start) / 2; if (code_line < entries[mid].code_line) { end = mid; } else if (code_line > entries[mid].code_line) { start = mid + 1; } else { return mid; } } if (code_line <= entries[mid].code_line) { return mid; } else { return mid + 1; } } static __Pyx_CachedCodeObjectType *__pyx__find_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line) { __Pyx_CachedCodeObjectType* code_object; int pos; if (unlikely(!code_line) || unlikely(!code_cache->entries)) { return NULL; } pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line); if (unlikely(pos >= code_cache->count) || unlikely(code_cache->entries[pos].code_line != code_line)) { return NULL; } code_object = code_cache->entries[pos].code_object; Py_INCREF(code_object); return code_object; } static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line) { #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS (void)__pyx__find_code_object; return NULL; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just miss. #else struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache; #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING __pyx_nonatomic_int_type old_count = __pyx_atomic_incr_acq_rel(&code_cache->accessor_count); if (old_count < 0) { __pyx_atomic_decr_acq_rel(&code_cache->accessor_count); return NULL; } #endif __Pyx_CachedCodeObjectType *result = __pyx__find_code_object(code_cache, code_line); #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING __pyx_atomic_decr_acq_rel(&code_cache->accessor_count); #endif return result; #endif } static void __pyx__insert_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line, __Pyx_CachedCodeObjectType* code_object) { int pos, i; __Pyx_CodeObjectCacheEntry* entries = code_cache->entries; if (unlikely(!code_line)) { return; } if (unlikely(!entries)) { entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); if (likely(entries)) { code_cache->entries = entries; code_cache->max_count = 64; code_cache->count = 1; entries[0].code_line = code_line; entries[0].code_object = code_object; Py_INCREF(code_object); } return; } pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line); if ((pos < code_cache->count) && unlikely(code_cache->entries[pos].code_line == code_line)) { __Pyx_CachedCodeObjectType* tmp = entries[pos].code_object; entries[pos].code_object = code_object; Py_INCREF(code_object); Py_DECREF(tmp); return; } if (code_cache->count == code_cache->max_count) { int new_max = code_cache->max_count + 64; entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( code_cache->entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry)); if (unlikely(!entries)) { return; } code_cache->entries = entries; code_cache->max_count = new_max; } for (i=code_cache->count; i>pos; i--) { entries[i] = entries[i-1]; } entries[pos].code_line = code_line; entries[pos].code_object = code_object; code_cache->count++; Py_INCREF(code_object); } static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object) { #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS (void)__pyx__insert_code_object; return; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just fail. #else struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache; #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING __pyx_nonatomic_int_type expected = 0; if (!__pyx_atomic_int_cmp_exchange(&code_cache->accessor_count, &expected, INT_MIN)) { return; } #endif __pyx__insert_code_object(code_cache, code_line, code_object); #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING __pyx_atomic_sub(&code_cache->accessor_count, INT_MIN); #endif #endif } /* AddTraceback */ #include "compile.h" #include "frameobject.h" #include "traceback.h" #if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API && !defined(PYPY_VERSION) #ifndef Py_BUILD_CORE #define Py_BUILD_CORE 1 #endif #include "internal/pycore_frame.h" #endif #if CYTHON_COMPILING_IN_LIMITED_API static PyObject *__Pyx_PyCode_Replace_For_AddTraceback(PyObject *code, PyObject *scratch_dict, PyObject *firstlineno, PyObject *name) { PyObject *replace = NULL; if (unlikely(PyDict_SetItemString(scratch_dict, "co_firstlineno", firstlineno))) return NULL; if (unlikely(PyDict_SetItemString(scratch_dict, "co_name", name))) return NULL; replace = PyObject_GetAttrString(code, "replace"); if (likely(replace)) { PyObject *result = PyObject_Call(replace, __pyx_mstate_global->__pyx_empty_tuple, scratch_dict); Py_DECREF(replace); return result; } PyErr_Clear(); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyObject *code_object = NULL, *py_py_line = NULL, *py_funcname = NULL, *dict = NULL; PyObject *replace = NULL, *getframe = NULL, *frame = NULL; PyObject *exc_type, *exc_value, *exc_traceback; int success = 0; if (c_line) { c_line = __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line); } PyErr_Fetch(&exc_type, &exc_value, &exc_traceback); code_object = __pyx_find_code_object(c_line ? -c_line : py_line); if (!code_object) { code_object = Py_CompileString("_getframe()", filename, Py_eval_input); if (unlikely(!code_object)) goto bad; py_py_line = PyLong_FromLong(py_line); if (unlikely(!py_py_line)) goto bad; if (c_line) { py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); } else { py_funcname = PyUnicode_FromString(funcname); } if (unlikely(!py_funcname)) goto bad; dict = PyDict_New(); if (unlikely(!dict)) goto bad; { PyObject *old_code_object = code_object; code_object = __Pyx_PyCode_Replace_For_AddTraceback(code_object, dict, py_py_line, py_funcname); Py_DECREF(old_code_object); } if (unlikely(!code_object)) goto bad; __pyx_insert_code_object(c_line ? -c_line : py_line, code_object); } else { dict = PyDict_New(); } getframe = PySys_GetObject("_getframe"); if (unlikely(!getframe)) goto bad; if (unlikely(PyDict_SetItemString(dict, "_getframe", getframe))) goto bad; frame = PyEval_EvalCode(code_object, dict, dict); if (unlikely(!frame) || frame == Py_None) goto bad; success = 1; bad: PyErr_Restore(exc_type, exc_value, exc_traceback); Py_XDECREF(code_object); Py_XDECREF(py_py_line); Py_XDECREF(py_funcname); Py_XDECREF(dict); Py_XDECREF(replace); if (success) { PyTraceBack_Here( (struct _frame*)frame); } Py_XDECREF(frame); } #else static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = NULL; PyObject *py_funcname = NULL; if (c_line) { py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); if (!py_funcname) goto bad; funcname = PyUnicode_AsUTF8(py_funcname); if (!funcname) goto bad; } py_code = PyCode_NewEmpty(filename, funcname, py_line); Py_XDECREF(py_funcname); return py_code; bad: Py_XDECREF(py_funcname); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyFrameObject *py_frame = 0; PyThreadState *tstate = __Pyx_PyThreadState_Current; PyObject *ptype, *pvalue, *ptraceback; if (c_line) { c_line = __Pyx_CLineForTraceback(tstate, c_line); } py_code = __pyx_find_code_object(c_line ? -c_line : py_line); if (!py_code) { __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); py_code = __Pyx_CreateCodeObjectForTraceback( funcname, c_line, py_line, filename); if (!py_code) { /* If the code object creation fails, then we should clear the fetched exception references and propagate the new exception */ Py_XDECREF(ptype); Py_XDECREF(pvalue); Py_XDECREF(ptraceback); goto bad; } __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); } py_frame = PyFrame_New( tstate, /*PyThreadState *tstate,*/ py_code, /*PyCodeObject *code,*/ __pyx_mstate_global->__pyx_d, /*PyObject *globals,*/ 0 /*PyObject *locals*/ ); if (!py_frame) goto bad; __Pyx_PyFrame_SetLineNumber(py_frame, py_line); PyTraceBack_Here(py_frame); bad: Py_XDECREF(py_code); Py_XDECREF(py_frame); } #endif /* MemviewRefcount */ #include #ifndef _Py_NO_RETURN #define _Py_NO_RETURN #endif _Py_NO_RETURN static void __pyx_fatalerror(const char *fmt, ...) { va_list vargs; char msg[200]; #if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES) va_start(vargs, fmt); #else va_start(vargs); #endif vsnprintf(msg, 200, fmt, vargs); va_end(vargs); Py_FatalError(msg); } static CYTHON_INLINE int __pyx_add_acquisition_count_locked(__pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock) { int result; PyThread_acquire_lock(lock, 1); result = (*acquisition_count)++; PyThread_release_lock(lock); return result; } static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(__pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock) { int result; PyThread_acquire_lock(lock, 1); result = (*acquisition_count)--; PyThread_release_lock(lock); return result; } static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) { __pyx_nonatomic_int_type old_acquisition_count; struct __pyx_memoryview_obj *memview = memslice->memview; if (unlikely(!memview || (PyObject *) memview == Py_None)) { return; } old_acquisition_count = __pyx_add_acquisition_count(memview); if (unlikely(old_acquisition_count <= 0)) { if (likely(old_acquisition_count == 0)) { if (have_gil) { Py_INCREF((PyObject *) memview); } else { PyGILState_STATE _gilstate = PyGILState_Ensure(); Py_INCREF((PyObject *) memview); PyGILState_Release(_gilstate); } } else { __pyx_fatalerror("Acquisition count is %d (line %d)", old_acquisition_count+1, lineno); } } } static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) { __pyx_nonatomic_int_type old_acquisition_count; struct __pyx_memoryview_obj *memview = memslice->memview; if (unlikely(!memview || (PyObject *) memview == Py_None)) { memslice->memview = NULL; return; } old_acquisition_count = __pyx_sub_acquisition_count(memview); memslice->data = NULL; if (likely(old_acquisition_count > 1)) { memslice->memview = NULL; } else if (likely(old_acquisition_count == 1)) { if (have_gil) { Py_CLEAR(memslice->memview); } else { PyGILState_STATE _gilstate = PyGILState_Ensure(); Py_CLEAR(memslice->memview); PyGILState_Release(_gilstate); } } else { __pyx_fatalerror("Acquisition count is %d (line %d)", old_acquisition_count-1, lineno); } } /* MemviewSliceIsContig */ static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim) { int i, index, step, start; Py_ssize_t itemsize = mvs.memview->view.itemsize; if (order == 'F') { step = 1; start = 0; } else { step = -1; start = ndim - 1; } for (i = 0; i < ndim; i++) { index = start + step * i; if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize) return 0; itemsize *= mvs.shape[index]; } return 1; } /* OverlappingSlices */ static void __pyx_get_array_memory_extents(__Pyx_memviewslice *slice, void **out_start, void **out_end, int ndim, size_t itemsize) { char *start, *end; int i; start = end = slice->data; for (i = 0; i < ndim; i++) { Py_ssize_t stride = slice->strides[i]; Py_ssize_t extent = slice->shape[i]; if (extent == 0) { *out_start = *out_end = start; return; } else { if (stride > 0) end += stride * (extent - 1); else start += stride * (extent - 1); } } *out_start = start; *out_end = end + itemsize; } static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, __Pyx_memviewslice *slice2, int ndim, size_t itemsize) { void *start1, *end1, *start2, *end2; __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); return (start1 < end2) && (start2 < end1); } /* MemviewSliceInit */ static int __Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, int ndim, __Pyx_memviewslice *memviewslice, int memview_is_new_reference) { __Pyx_RefNannyDeclarations int i, retval=-1; Py_buffer *buf = &memview->view; __Pyx_RefNannySetupContext("init_memviewslice", 0); if (unlikely(memviewslice->memview || memviewslice->data)) { PyErr_SetString(PyExc_ValueError, "memviewslice is already initialized!"); goto fail; } if (buf->strides) { for (i = 0; i < ndim; i++) { memviewslice->strides[i] = buf->strides[i]; } } else { Py_ssize_t stride = buf->itemsize; for (i = ndim - 1; i >= 0; i--) { memviewslice->strides[i] = stride; stride *= buf->shape[i]; } } for (i = 0; i < ndim; i++) { memviewslice->shape[i] = buf->shape[i]; if (buf->suboffsets) { memviewslice->suboffsets[i] = buf->suboffsets[i]; } else { memviewslice->suboffsets[i] = -1; } } memviewslice->memview = memview; memviewslice->data = (char *)buf->buf; if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) { Py_INCREF((PyObject*)memview); } retval = 0; goto no_fail; fail: memviewslice->memview = 0; memviewslice->data = 0; retval = -1; no_fail: __Pyx_RefNannyFinishContext(); return retval; } /* TypeInfoCompare (used by MemviewSliceValidateAndInit) */ static int __pyx_typeinfo_cmp(const __Pyx_TypeInfo *a, const __Pyx_TypeInfo *b) { int i; if (!a || !b) return 0; if (a == b) return 1; if (a->size != b->size || a->typegroup != b->typegroup || a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { if (a->typegroup == 'H' || b->typegroup == 'H') { return a->size == b->size; } else { return 0; } } if (a->ndim) { for (i = 0; i < a->ndim; i++) if (a->arraysize[i] != b->arraysize[i]) return 0; } if (a->typegroup == 'S') { if (a->flags != b->flags) return 0; if (a->fields || b->fields) { if (!(a->fields && b->fields)) return 0; for (i = 0; a->fields[i].type && b->fields[i].type; i++) { const __Pyx_StructField *field_a = a->fields + i; const __Pyx_StructField *field_b = b->fields + i; if (field_a->offset != field_b->offset || !__pyx_typeinfo_cmp(field_a->type, field_b->type)) return 0; } return !a->fields[i].type && !b->fields[i].type; } } return 1; } /* MemviewSliceValidateAndInit (used by ObjectToMemviewSlice) */ static int __pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) { if (buf->shape[dim] <= 1) return 1; if (buf->strides) { if (spec & __Pyx_MEMVIEW_CONTIG) { if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) { if (unlikely(buf->strides[dim] != sizeof(void *))) { PyErr_Format(PyExc_ValueError, "Buffer is not indirectly contiguous " "in dimension %d.", dim); goto fail; } } else if (unlikely(buf->strides[dim] != buf->itemsize)) { PyErr_SetString(PyExc_ValueError, "Buffer and memoryview are not contiguous " "in the same dimension."); goto fail; } } if (spec & __Pyx_MEMVIEW_FOLLOW) { Py_ssize_t stride = buf->strides[dim]; if (stride < 0) stride = -stride; if (unlikely(stride < buf->itemsize)) { PyErr_SetString(PyExc_ValueError, "Buffer and memoryview are not contiguous " "in the same dimension."); goto fail; } } } else { if (unlikely(spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1)) { PyErr_Format(PyExc_ValueError, "C-contiguous buffer is not contiguous in " "dimension %d", dim); goto fail; } else if (unlikely(spec & (__Pyx_MEMVIEW_PTR))) { PyErr_Format(PyExc_ValueError, "C-contiguous buffer is not indirect in " "dimension %d", dim); goto fail; } else if (unlikely(buf->suboffsets)) { PyErr_SetString(PyExc_ValueError, "Buffer exposes suboffsets but no strides"); goto fail; } } return 1; fail: return 0; } static int __pyx_check_suboffsets(Py_buffer *buf, int dim, int ndim, int spec) { CYTHON_UNUSED_VAR(ndim); if (spec & __Pyx_MEMVIEW_DIRECT) { if (unlikely(buf->suboffsets && buf->suboffsets[dim] >= 0)) { PyErr_Format(PyExc_ValueError, "Buffer not compatible with direct access " "in dimension %d.", dim); goto fail; } } if (spec & __Pyx_MEMVIEW_PTR) { if (unlikely(!buf->suboffsets || (buf->suboffsets[dim] < 0))) { PyErr_Format(PyExc_ValueError, "Buffer is not indirectly accessible " "in dimension %d.", dim); goto fail; } } return 1; fail: return 0; } static int __pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag) { int i; if (c_or_f_flag & __Pyx_IS_F_CONTIG) { Py_ssize_t stride = 1; for (i = 0; i < ndim; i++) { if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) { PyErr_SetString(PyExc_ValueError, "Buffer not fortran contiguous."); goto fail; } stride = stride * buf->shape[i]; } } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) { Py_ssize_t stride = 1; for (i = ndim - 1; i >- 1; i--) { if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) { PyErr_SetString(PyExc_ValueError, "Buffer not C contiguous."); goto fail; } stride = stride * buf->shape[i]; } } return 1; fail: return 0; } static int __Pyx_ValidateAndInit_memviewslice( int *axes_specs, int c_or_f_flag, int buf_flags, int ndim, const __Pyx_TypeInfo *dtype, __Pyx_BufFmt_StackElem stack[], __Pyx_memviewslice *memviewslice, PyObject *original_obj) { struct __pyx_memoryview_obj *memview, *new_memview; __Pyx_RefNannyDeclarations Py_buffer *buf; int i, spec = 0, retval = -1; __Pyx_BufFmt_Context ctx; int from_memoryview = __pyx_memoryview_check(original_obj); __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0); if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *) original_obj)->typeinfo)) { memview = (struct __pyx_memoryview_obj *) original_obj; new_memview = NULL; } else { memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( original_obj, buf_flags, 0, dtype); new_memview = memview; if (unlikely(!memview)) goto fail; } buf = &memview->view; if (unlikely(buf->ndim != ndim)) { PyErr_Format(PyExc_ValueError, "Buffer has wrong number of dimensions (expected %d, got %d)", ndim, buf->ndim); goto fail; } if (new_memview) { __Pyx_BufFmt_Init(&ctx, stack, dtype); if (unlikely(!__Pyx_BufFmt_CheckString(&ctx, buf->format))) goto fail; } if (unlikely((unsigned) buf->itemsize != dtype->size)) { PyErr_Format(PyExc_ValueError, "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) " "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)", buf->itemsize, (buf->itemsize > 1) ? "s" : "", dtype->name, dtype->size, (dtype->size > 1) ? "s" : ""); goto fail; } if (buf->len > 0) { for (i = 0; i < ndim; i++) { spec = axes_specs[i]; if (unlikely(!__pyx_check_strides(buf, i, ndim, spec))) goto fail; if (unlikely(!__pyx_check_suboffsets(buf, i, ndim, spec))) goto fail; } if (unlikely(buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))) goto fail; } if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice, new_memview != NULL) == -1)) { goto fail; } retval = 0; goto no_fail; fail: Py_XDECREF((PyObject*)new_memview); retval = -1; no_fail: __Pyx_RefNannyFinishContext(); return retval; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_float(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 3, &__Pyx_TypeInfo_float, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_double(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 3, &__Pyx_TypeInfo_double, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_float(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2, &__Pyx_TypeInfo_float, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_double(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2, &__Pyx_TypeInfo_double, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_int(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2, &__Pyx_TypeInfo_int, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_unsigned_int(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2, &__Pyx_TypeInfo_unsigned_int, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* CIntFromPyVerify */ #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) #define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) #define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ {\ func_type value = func_value;\ if (sizeof(target_type) < sizeof(func_type)) {\ if (unlikely(value != (func_type) (target_type) value)) {\ func_type zero = 0;\ if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ return (target_type) -1;\ if (is_unsigned && unlikely(value < zero))\ goto raise_neg_overflow;\ else\ goto raise_overflow;\ }\ }\ return (target_type) value;\ } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_int(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, &__Pyx_TypeInfo_int, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* MemviewDtypeToObject */ static CYTHON_INLINE PyObject *__pyx_memview_get_int(const char *itemp) { return (PyObject *) __Pyx_PyLong_From_int(*(int const *) itemp); } static CYTHON_INLINE int __pyx_memview_set_int(char *itemp, PyObject *obj) { int value = __Pyx_PyLong_As_int(obj); if (unlikely((value == (int)-1) && PyErr_Occurred())) return 0; *(int *) itemp = value; return 1; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_nn_uint64_t__const__(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, &__Pyx_TypeInfo_nn_uint64_t__const__, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_nn___pyx_t_5thinc_8backends_9numpy_ops_weight_t(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, &__Pyx_TypeInfo_nn___pyx_t_5thinc_8backends_9numpy_ops_weight_t, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* ObjectToMemviewSlice */ static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_float(PyObject *obj, int writable_flag) { __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; __Pyx_BufFmt_StackElem stack[1]; int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; int retcode; if (obj == Py_None) { result.memview = (struct __pyx_memoryview_obj *) Py_None; return result; } retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, &__Pyx_TypeInfo_float, stack, &result, obj); if (unlikely(retcode == -1)) goto __pyx_fail; return result; __pyx_fail: result.memview = NULL; result.data = NULL; return result; } /* MemviewDtypeToObject */ static CYTHON_INLINE PyObject *__pyx_memview_get_float(const char *itemp) { return (PyObject *) PyFloat_FromDouble(*(float const *) itemp); } static CYTHON_INLINE int __pyx_memview_set_float(char *itemp, PyObject *obj) { float value = __Pyx_PyFloat_AsFloat(obj); if (unlikely((value == (float)-1) && PyErr_Occurred())) return 0; *(float *) itemp = value; return 1; } /* MemviewDtypeToObject */ static CYTHON_INLINE PyObject *__pyx_memview_get_double(const char *itemp) { return (PyObject *) PyFloat_FromDouble(*(double const *) itemp); } static CYTHON_INLINE int __pyx_memview_set_double(char *itemp, PyObject *obj) { double value = __Pyx_PyFloat_AsDouble(obj); if (unlikely((value == (double)-1) && PyErr_Occurred())) return 0; *(double *) itemp = value; return 1; } /* MemviewDtypeToObject */ static CYTHON_INLINE PyObject *__pyx_memview_get_nn_uint64_t__const__(const char *itemp) { return (PyObject *) __Pyx_PyLong_From_uint64_t(*(uint64_t const *) itemp); } /* Declarations */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #ifdef __cplusplus static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { return ::std::complex< double >(x, y); } #else static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { return x + y*(__pyx_t_double_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { __pyx_t_double_complex z; z.real = x; z.imag = y; return z; } #endif /* Arithmetic */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #else static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } #if 1 static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { if (b.imag == 0) { return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); } else if (fabs(b.real) >= fabs(b.imag)) { if (b.real == 0 && b.imag == 0) { return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag); } else { double r = b.imag / b.real; double s = (double)(1.0) / (b.real + b.imag * r); return __pyx_t_double_complex_from_parts( (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); } } else { double r = b.real / b.imag; double s = (double)(1.0) / (b.imag + b.real * r); return __pyx_t_double_complex_from_parts( (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); } } #else static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { if (b.imag == 0) { return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); } else { double denom = b.real * b.real + b.imag * b.imag; return __pyx_t_double_complex_from_parts( (a.real * b.real + a.imag * b.imag) / denom, (a.imag * b.real - a.real * b.imag) / denom); } } #endif static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) { __pyx_t_double_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) { __pyx_t_double_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrt(z.real*z.real + z.imag*z.imag); #else return hypot(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; double r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { double denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: return __Pyx_c_prod_double(a, a); case 3: z = __Pyx_c_prod_double(a, a); return __Pyx_c_prod_double(z, a); case 4: z = __Pyx_c_prod_double(a, a); return __Pyx_c_prod_double(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } else if ((b.imag == 0) && (a.real >= 0)) { z.real = pow(a.real, b.real); z.imag = 0; return z; } else if (a.real > 0) { r = a.real; theta = 0; } else { r = -a.real; theta = atan2(0.0, -1.0); } } else { r = __Pyx_c_abs_double(a); theta = atan2(a.imag, a.real); } lnr = log(r); z_r = exp(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cos(z_theta); z.imag = z_r * sin(z_theta); return z; } #endif #endif /* Declarations */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #ifdef __cplusplus static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { return ::std::complex< float >(x, y); } #else static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { return x + y*(__pyx_t_float_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { __pyx_t_float_complex z; z.real = x; z.imag = y; return z; } #endif /* Arithmetic */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #else static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } #if 1 static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { if (b.imag == 0) { return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); } else if (fabsf(b.real) >= fabsf(b.imag)) { if (b.real == 0 && b.imag == 0) { return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag); } else { float r = b.imag / b.real; float s = (float)(1.0) / (b.real + b.imag * r); return __pyx_t_float_complex_from_parts( (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); } } else { float r = b.real / b.imag; float s = (float)(1.0) / (b.imag + b.real * r); return __pyx_t_float_complex_from_parts( (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); } } #else static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { if (b.imag == 0) { return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); } else { float denom = b.real * b.real + b.imag * b.imag; return __pyx_t_float_complex_from_parts( (a.real * b.real + a.imag * b.imag) / denom, (a.imag * b.real - a.real * b.imag) / denom); } } #endif static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) { __pyx_t_float_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) { __pyx_t_float_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrtf(z.real*z.real + z.imag*z.imag); #else return hypotf(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; float r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { float denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: return __Pyx_c_prod_float(a, a); case 3: z = __Pyx_c_prod_float(a, a); return __Pyx_c_prod_float(z, a); case 4: z = __Pyx_c_prod_float(a, a); return __Pyx_c_prod_float(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } else if ((b.imag == 0) && (a.real >= 0)) { z.real = powf(a.real, b.real); z.imag = 0; return z; } else if (a.real > 0) { r = a.real; theta = 0; } else { r = -a.real; theta = atan2f(0.0, -1.0); } } else { r = __Pyx_c_abs_float(a); theta = atan2f(a.imag, a.real); } lnr = logf(r); z_r = expf(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cosf(z_theta); z.imag = z_r * sinf(z_theta); return z; } #endif #endif /* Declarations */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #ifdef __cplusplus static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) { return ::std::complex< long double >(x, y); } #else static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) { return x + y*(__pyx_t_long_double_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) { __pyx_t_long_double_complex z; z.real = x; z.imag = y; return z; } #endif /* Arithmetic */ #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) #else static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { __pyx_t_long_double_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { __pyx_t_long_double_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { __pyx_t_long_double_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } #if 1 static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { if (b.imag == 0) { return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real); } else if (fabsl(b.real) >= fabsl(b.imag)) { if (b.real == 0 && b.imag == 0) { return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.imag); } else { long double r = b.imag / b.real; long double s = (long double)(1.0) / (b.real + b.imag * r); return __pyx_t_long_double_complex_from_parts( (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); } } else { long double r = b.real / b.imag; long double s = (long double)(1.0) / (b.imag + b.real * r); return __pyx_t_long_double_complex_from_parts( (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); } } #else static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { if (b.imag == 0) { return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real); } else { long double denom = b.real * b.real + b.imag * b.imag; return __pyx_t_long_double_complex_from_parts( (a.real * b.real + a.imag * b.imag) / denom, (a.imag * b.real - a.real * b.imag) / denom); } } #endif static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex a) { __pyx_t_long_double_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex a) { __pyx_t_long_double_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrtl(z.real*z.real + z.imag*z.imag); #else return hypotl(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { __pyx_t_long_double_complex z; long double r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { long double denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: return __Pyx_c_prod_long__double(a, a); case 3: z = __Pyx_c_prod_long__double(a, a); return __Pyx_c_prod_long__double(z, a); case 4: z = __Pyx_c_prod_long__double(a, a); return __Pyx_c_prod_long__double(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } else if ((b.imag == 0) && (a.real >= 0)) { z.real = powl(a.real, b.real); z.imag = 0; return z; } else if (a.real > 0) { r = a.real; theta = 0; } else { r = -a.real; theta = atan2l(0.0, -1.0); } } else { r = __Pyx_c_abs_long__double(a); theta = atan2l(a.imag, a.real); } lnr = logl(r); z_r = expl(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cosl(z_theta); z.imag = z_r * sinl(z_theta); return z; } #endif #endif /* MemviewSliceCopy */ static __Pyx_memviewslice __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, const char *mode, int ndim, size_t sizeof_dtype, int contig_flag, int dtype_is_object) { __Pyx_RefNannyDeclarations int i; __Pyx_memviewslice new_mvs = __Pyx_MEMSLICE_INIT; struct __pyx_memoryview_obj *from_memview = from_mvs->memview; Py_buffer *buf = &from_memview->view; PyObject *shape_tuple = NULL; PyObject *temp_int = NULL; struct __pyx_array_obj *array_obj = NULL; struct __pyx_memoryview_obj *memview_obj = NULL; __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); for (i = 0; i < ndim; i++) { if (unlikely(from_mvs->suboffsets[i] >= 0)) { PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " "indirect dimensions (axis %d)", i); goto fail; } } shape_tuple = PyTuple_New(ndim); if (unlikely(!shape_tuple)) { goto fail; } __Pyx_GOTREF(shape_tuple); for(i = 0; i < ndim; i++) { temp_int = PyLong_FromSsize_t(from_mvs->shape[i]); if(unlikely(!temp_int)) { goto fail; } else { #if CYTHON_ASSUME_SAFE_MACROS PyTuple_SET_ITEM(shape_tuple, i, temp_int); #else if (PyTuple_SetItem(shape_tuple, i, temp_int) < 0) { goto fail; } #endif temp_int = NULL; } } array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, mode, NULL); if (unlikely(!array_obj)) { goto fail; } __Pyx_GOTREF(array_obj); memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( (PyObject *) array_obj, contig_flag, dtype_is_object, from_mvs->memview->typeinfo); if (unlikely(!memview_obj)) goto fail; if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) goto fail; if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, dtype_is_object) < 0)) goto fail; goto no_fail; fail: __Pyx_XDECREF((PyObject *) new_mvs.memview); new_mvs.memview = NULL; new_mvs.data = NULL; no_fail: __Pyx_XDECREF(shape_tuple); __Pyx_XDECREF(temp_int); __Pyx_XDECREF((PyObject *) array_obj); __Pyx_RefNannyFinishContext(); return new_mvs; } /* ImportNumPyArray */ static PyObject* __Pyx__ImportNumPyArray(void) { PyObject *numpy_module, *ndarray_object = NULL; numpy_module = __Pyx_Import(__pyx_mstate_global->__pyx_n_u_numpy, NULL, 0, NULL, 0); if (likely(numpy_module)) { ndarray_object = PyObject_GetAttrString(numpy_module, "ndarray"); Py_DECREF(numpy_module); } if (unlikely(!ndarray_object)) { PyErr_Clear(); } if (unlikely(!ndarray_object || !PyObject_TypeCheck(ndarray_object, &PyType_Type))) { Py_XDECREF(ndarray_object); Py_INCREF(Py_None); ndarray_object = Py_None; } return ndarray_object; } static CYTHON_INLINE PyObject* __Pyx__ImportNumPyArrayTypeIfAvailable(void) { #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING static PyMutex ndarray_mutex = {0}; #endif #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS PyObject *result = (PyObject*)__pyx_atomic_pointer_load_relaxed(&__pyx_mstate_global->__pyx_numpy_ndarray); if (unlikely(!result)) { PyMutex_Lock(&ndarray_mutex); result = (PyObject*)__pyx_atomic_pointer_load_acquire(&__pyx_mstate_global->__pyx_numpy_ndarray); if (!result) { result = __Pyx__ImportNumPyArray(); __pyx_atomic_pointer_exchange(&__pyx_mstate_global->__pyx_numpy_ndarray, result); } PyMutex_Unlock(&ndarray_mutex); } return result; #else #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING // but not atomics PyMutex_Lock(&ndarray_mutex); #endif if (unlikely(!__pyx_mstate_global->__pyx_numpy_ndarray)) { __pyx_mstate_global->__pyx_numpy_ndarray = __Pyx__ImportNumPyArray(); } #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING // but not atomics PyMutex_Unlock(&ndarray_mutex); #endif return __pyx_mstate_global->__pyx_numpy_ndarray; #endif } static CYTHON_INLINE PyObject* __Pyx_ImportNumPyArrayTypeIfAvailable(void) { PyObject *result = __Pyx__ImportNumPyArrayTypeIfAvailable(); Py_INCREF(result); return result; } /* CIntFromPy */ static CYTHON_INLINE int __Pyx_PyLong_As_int(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int neg_one = (int) -1, const_zero = (int) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { int val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (int) -1; val = __Pyx_PyLong_As_int(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) >= 2 * PyLong_SHIFT)) { return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; case 3: if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) >= 3 * PyLong_SHIFT)) { return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; case 4: if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) >= 4 * PyLong_SHIFT)) { return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (int) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(int) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) { return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 2: if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) { return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case -3: if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) { return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 3: if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) { return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case -4: if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) { return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; case 4: if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) { return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); } } break; } } #endif if ((sizeof(int) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { int val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (int) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (int) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (int) -1; } else { stepval = v; } v = NULL; val = (int) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((int) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((int) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (int) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to int"); return (int) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int"); return (int) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int(int value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int neg_one = (int) -1, const_zero = (int) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(int) < sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(int) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #if !CYTHON_COMPILING_IN_PYPY } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(int) <= sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { unsigned char *bytes = (unsigned char *)&value; #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 if (is_unsigned) { return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); } else { return PyLong_FromNativeBytes(bytes, sizeof(value), -1); } #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 int one = 1; int little = (int)*(unsigned char *)&one; return _PyLong_FromByteArray(bytes, sizeof(int), little, !is_unsigned); #else int one = 1; int little = (int)*(unsigned char *)&one; PyObject *from_bytes, *result = NULL, *kwds = NULL; PyObject *py_bytes = NULL, *order_str = NULL; from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); if (!from_bytes) return NULL; py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int)); if (!py_bytes) goto limited_bad; order_str = PyUnicode_FromString(little ? "little" : "big"); if (!order_str) goto limited_bad; { PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; if (!is_unsigned) { kwds = __Pyx_MakeVectorcallBuilderKwds(1); if (!kwds) goto limited_bad; if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; } result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); } limited_bad: Py_XDECREF(kwds); Py_XDECREF(order_str); Py_XDECREF(py_bytes); Py_XDECREF(from_bytes); return result; #endif } } /* CIntFromPy */ static CYTHON_INLINE uint32_t __Pyx_PyLong_As_uint32_t(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const uint32_t neg_one = (uint32_t) -1, const_zero = (uint32_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { uint32_t val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (uint32_t) -1; val = __Pyx_PyLong_As_uint32_t(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(uint32_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(uint32_t) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) >= 2 * PyLong_SHIFT)) { return (uint32_t) (((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])); } } break; case 3: if ((8 * sizeof(uint32_t) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) >= 3 * PyLong_SHIFT)) { return (uint32_t) (((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])); } } break; case 4: if ((8 * sizeof(uint32_t) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) >= 4 * PyLong_SHIFT)) { return (uint32_t) (((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (uint32_t) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(uint32_t) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(uint32_t, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(uint32_t) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(uint32_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(uint32_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(uint32_t) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT)) { return (uint32_t) (((uint32_t)-1)*(((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]))); } } break; case 2: if ((8 * sizeof(uint32_t) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT)) { return (uint32_t) ((((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]))); } } break; case -3: if ((8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT)) { return (uint32_t) (((uint32_t)-1)*(((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]))); } } break; case 3: if ((8 * sizeof(uint32_t) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT)) { return (uint32_t) ((((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]))); } } break; case -4: if ((8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) - 1 > 4 * PyLong_SHIFT)) { return (uint32_t) (((uint32_t)-1)*(((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]))); } } break; case 4: if ((8 * sizeof(uint32_t) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(uint32_t) - 1 > 4 * PyLong_SHIFT)) { return (uint32_t) ((((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]))); } } break; } } #endif if ((sizeof(uint32_t) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(uint32_t, long, PyLong_AsLong(x)) } else if ((sizeof(uint32_t) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(uint32_t, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { uint32_t val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (uint32_t) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (uint32_t) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (uint32_t) -1; } else { stepval = v; } v = NULL; val = (uint32_t) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(uint32_t) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((uint32_t) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(uint32_t) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((uint32_t) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((uint32_t) 1) << (sizeof(uint32_t) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (uint32_t) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to uint32_t"); return (uint32_t) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to uint32_t"); return (uint32_t) -1; } /* CIntFromPy */ static CYTHON_INLINE size_t __Pyx_PyLong_As_size_t(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const size_t neg_one = (size_t) -1, const_zero = (size_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { size_t val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (size_t) -1; val = __Pyx_PyLong_As_size_t(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(size_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(size_t) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) >= 2 * PyLong_SHIFT)) { return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } } break; case 3: if ((8 * sizeof(size_t) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) >= 3 * PyLong_SHIFT)) { return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } } break; case 4: if ((8 * sizeof(size_t) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) >= 4 * PyLong_SHIFT)) { return (size_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (size_t) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(size_t) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(size_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT)) { return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); } } break; case 2: if ((8 * sizeof(size_t) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT)) { return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); } } break; case -3: if ((8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT)) { return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); } } break; case 3: if ((8 * sizeof(size_t) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT)) { return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); } } break; case -4: if ((8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT)) { return (size_t) (((size_t)-1)*(((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); } } break; case 4: if ((8 * sizeof(size_t) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT)) { return (size_t) ((((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]))); } } break; } } #endif if ((sizeof(size_t) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x)) } else if ((sizeof(size_t) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { size_t val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (size_t) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (size_t) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (size_t) -1; } else { stepval = v; } v = NULL; val = (size_t) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(size_t) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((size_t) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(size_t) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((size_t) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((size_t) 1) << (sizeof(size_t) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (size_t) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to size_t"); return (size_t) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to size_t"); return (size_t) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_long(long value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const long neg_one = (long) -1, const_zero = (long) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(long) < sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(long) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #if !CYTHON_COMPILING_IN_PYPY } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(long) <= sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { unsigned char *bytes = (unsigned char *)&value; #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 if (is_unsigned) { return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); } else { return PyLong_FromNativeBytes(bytes, sizeof(value), -1); } #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 int one = 1; int little = (int)*(unsigned char *)&one; return _PyLong_FromByteArray(bytes, sizeof(long), little, !is_unsigned); #else int one = 1; int little = (int)*(unsigned char *)&one; PyObject *from_bytes, *result = NULL, *kwds = NULL; PyObject *py_bytes = NULL, *order_str = NULL; from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); if (!from_bytes) return NULL; py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long)); if (!py_bytes) goto limited_bad; order_str = PyUnicode_FromString(little ? "little" : "big"); if (!order_str) goto limited_bad; { PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; if (!is_unsigned) { kwds = __Pyx_MakeVectorcallBuilderKwds(1); if (!kwds) goto limited_bad; if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; } result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); } limited_bad: Py_XDECREF(kwds); Py_XDECREF(order_str); Py_XDECREF(py_bytes); Py_XDECREF(from_bytes); return result; #endif } } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_uint64_t(uint64_t value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(uint64_t) < sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(uint64_t) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #if !CYTHON_COMPILING_IN_PYPY } else if (sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(uint64_t) <= sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(uint64_t) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { unsigned char *bytes = (unsigned char *)&value; #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 if (is_unsigned) { return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); } else { return PyLong_FromNativeBytes(bytes, sizeof(value), -1); } #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 int one = 1; int little = (int)*(unsigned char *)&one; return _PyLong_FromByteArray(bytes, sizeof(uint64_t), little, !is_unsigned); #else int one = 1; int little = (int)*(unsigned char *)&one; PyObject *from_bytes, *result = NULL, *kwds = NULL; PyObject *py_bytes = NULL, *order_str = NULL; from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); if (!from_bytes) return NULL; py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(uint64_t)); if (!py_bytes) goto limited_bad; order_str = PyUnicode_FromString(little ? "little" : "big"); if (!order_str) goto limited_bad; { PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; if (!is_unsigned) { kwds = __Pyx_MakeVectorcallBuilderKwds(1); if (!kwds) goto limited_bad; if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; } result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); } limited_bad: Py_XDECREF(kwds); Py_XDECREF(order_str); Py_XDECREF(py_bytes); Py_XDECREF(from_bytes); return result; #endif } } /* CIntFromPy */ static CYTHON_INLINE long __Pyx_PyLong_As_long(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const long neg_one = (long) -1, const_zero = (long) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { long val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (long) -1; val = __Pyx_PyLong_As_long(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) >= 2 * PyLong_SHIFT)) { return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; case 3: if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) >= 3 * PyLong_SHIFT)) { return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; case 4: if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) >= 4 * PyLong_SHIFT)) { return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (long) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(long) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(long) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) { return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 2: if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) { return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case -3: if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) { return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 3: if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) { return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case -4: if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) { return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; case 4: if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) { return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); } } break; } } #endif if ((sizeof(long) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { long val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (long) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (long) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (long) -1; } else { stepval = v; } v = NULL; val = (long) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((long) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((long) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (long) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to long"); return (long) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_intp(npy_intp value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const npy_intp neg_one = (npy_intp) -1, const_zero = (npy_intp) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(npy_intp) < sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(npy_intp) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #if !CYTHON_COMPILING_IN_PYPY } else if (sizeof(npy_intp) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(npy_intp) <= sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(npy_intp) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { unsigned char *bytes = (unsigned char *)&value; #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 if (is_unsigned) { return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); } else { return PyLong_FromNativeBytes(bytes, sizeof(value), -1); } #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 int one = 1; int little = (int)*(unsigned char *)&one; return _PyLong_FromByteArray(bytes, sizeof(npy_intp), little, !is_unsigned); #else int one = 1; int little = (int)*(unsigned char *)&one; PyObject *from_bytes, *result = NULL, *kwds = NULL; PyObject *py_bytes = NULL, *order_str = NULL; from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); if (!from_bytes) return NULL; py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(npy_intp)); if (!py_bytes) goto limited_bad; order_str = PyUnicode_FromString(little ? "little" : "big"); if (!order_str) goto limited_bad; { PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; if (!is_unsigned) { kwds = __Pyx_MakeVectorcallBuilderKwds(1); if (!kwds) goto limited_bad; if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; } result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); } limited_bad: Py_XDECREF(kwds); Py_XDECREF(order_str); Py_XDECREF(py_bytes); Py_XDECREF(from_bytes); return result; #endif } } /* CIntFromPy */ static CYTHON_INLINE npy_intp __Pyx_PyLong_As_npy_intp(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const npy_intp neg_one = (npy_intp) -1, const_zero = (npy_intp) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { npy_intp val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (npy_intp) -1; val = __Pyx_PyLong_As_npy_intp(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(npy_intp, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(npy_intp) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) >= 2 * PyLong_SHIFT)) { return (npy_intp) (((((npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0])); } } break; case 3: if ((8 * sizeof(npy_intp) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) >= 3 * PyLong_SHIFT)) { return (npy_intp) (((((((npy_intp)digits[2]) << PyLong_SHIFT) | (npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0])); } } break; case 4: if ((8 * sizeof(npy_intp) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) >= 4 * PyLong_SHIFT)) { return (npy_intp) (((((((((npy_intp)digits[3]) << PyLong_SHIFT) | (npy_intp)digits[2]) << PyLong_SHIFT) | (npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (npy_intp) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(npy_intp) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(npy_intp, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(npy_intp) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(npy_intp, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(npy_intp, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(npy_intp) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) - 1 > 2 * PyLong_SHIFT)) { return (npy_intp) (((npy_intp)-1)*(((((npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0]))); } } break; case 2: if ((8 * sizeof(npy_intp) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) - 1 > 2 * PyLong_SHIFT)) { return (npy_intp) ((((((npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0]))); } } break; case -3: if ((8 * sizeof(npy_intp) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) - 1 > 3 * PyLong_SHIFT)) { return (npy_intp) (((npy_intp)-1)*(((((((npy_intp)digits[2]) << PyLong_SHIFT) | (npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0]))); } } break; case 3: if ((8 * sizeof(npy_intp) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) - 1 > 3 * PyLong_SHIFT)) { return (npy_intp) ((((((((npy_intp)digits[2]) << PyLong_SHIFT) | (npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0]))); } } break; case -4: if ((8 * sizeof(npy_intp) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) - 1 > 4 * PyLong_SHIFT)) { return (npy_intp) (((npy_intp)-1)*(((((((((npy_intp)digits[3]) << PyLong_SHIFT) | (npy_intp)digits[2]) << PyLong_SHIFT) | (npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0]))); } } break; case 4: if ((8 * sizeof(npy_intp) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(npy_intp, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(npy_intp) - 1 > 4 * PyLong_SHIFT)) { return (npy_intp) ((((((((((npy_intp)digits[3]) << PyLong_SHIFT) | (npy_intp)digits[2]) << PyLong_SHIFT) | (npy_intp)digits[1]) << PyLong_SHIFT) | (npy_intp)digits[0]))); } } break; } } #endif if ((sizeof(npy_intp) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(npy_intp, long, PyLong_AsLong(x)) } else if ((sizeof(npy_intp) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(npy_intp, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { npy_intp val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (npy_intp) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (npy_intp) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (npy_intp) -1; } else { stepval = v; } v = NULL; val = (npy_intp) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(npy_intp) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((npy_intp) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(npy_intp) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((npy_intp) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((npy_intp) 1) << (sizeof(npy_intp) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (npy_intp) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to npy_intp"); return (npy_intp) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to npy_intp"); return (npy_intp) -1; } /* CIntToPy */ static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int32_t(int32_t value) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int32_t neg_one = (int32_t) -1, const_zero = (int32_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (is_unsigned) { if (sizeof(int32_t) < sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(int32_t) <= sizeof(unsigned long)) { return PyLong_FromUnsignedLong((unsigned long) value); #if !CYTHON_COMPILING_IN_PYPY } else if (sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG)) { return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); #endif } } else { if (sizeof(int32_t) <= sizeof(long)) { return PyLong_FromLong((long) value); } else if (sizeof(int32_t) <= sizeof(PY_LONG_LONG)) { return PyLong_FromLongLong((PY_LONG_LONG) value); } } { unsigned char *bytes = (unsigned char *)&value; #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 if (is_unsigned) { return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); } else { return PyLong_FromNativeBytes(bytes, sizeof(value), -1); } #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 int one = 1; int little = (int)*(unsigned char *)&one; return _PyLong_FromByteArray(bytes, sizeof(int32_t), little, !is_unsigned); #else int one = 1; int little = (int)*(unsigned char *)&one; PyObject *from_bytes, *result = NULL, *kwds = NULL; PyObject *py_bytes = NULL, *order_str = NULL; from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); if (!from_bytes) return NULL; py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int32_t)); if (!py_bytes) goto limited_bad; order_str = PyUnicode_FromString(little ? "little" : "big"); if (!order_str) goto limited_bad; { PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; if (!is_unsigned) { kwds = __Pyx_MakeVectorcallBuilderKwds(1); if (!kwds) goto limited_bad; if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; } result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); } limited_bad: Py_XDECREF(kwds); Py_XDECREF(order_str); Py_XDECREF(py_bytes); Py_XDECREF(from_bytes); return result; #endif } } /* CIntFromPy */ static CYTHON_INLINE int32_t __Pyx_PyLong_As_int32_t(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const int32_t neg_one = (int32_t) -1, const_zero = (int32_t) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { int32_t val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (int32_t) -1; val = __Pyx_PyLong_As_int32_t(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(int32_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(int32_t) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) >= 2 * PyLong_SHIFT)) { return (int32_t) (((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])); } } break; case 3: if ((8 * sizeof(int32_t) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) >= 3 * PyLong_SHIFT)) { return (int32_t) (((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])); } } break; case 4: if ((8 * sizeof(int32_t) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) >= 4 * PyLong_SHIFT)) { return (int32_t) (((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (int32_t) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(int32_t) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(int32_t, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(int32_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(int32_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(int32_t) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT)) { return (int32_t) (((int32_t)-1)*(((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]))); } } break; case 2: if ((8 * sizeof(int32_t) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT)) { return (int32_t) ((((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]))); } } break; case -3: if ((8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT)) { return (int32_t) (((int32_t)-1)*(((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]))); } } break; case 3: if ((8 * sizeof(int32_t) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT)) { return (int32_t) ((((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]))); } } break; case -4: if ((8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) - 1 > 4 * PyLong_SHIFT)) { return (int32_t) (((int32_t)-1)*(((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]))); } } break; case 4: if ((8 * sizeof(int32_t) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(int32_t) - 1 > 4 * PyLong_SHIFT)) { return (int32_t) ((((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]))); } } break; } } #endif if ((sizeof(int32_t) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(int32_t, long, PyLong_AsLong(x)) } else if ((sizeof(int32_t) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(int32_t, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { int32_t val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (int32_t) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (int32_t) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (int32_t) -1; } else { stepval = v; } v = NULL; val = (int32_t) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(int32_t) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((int32_t) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(int32_t) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((int32_t) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((int32_t) 1) << (sizeof(int32_t) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (int32_t) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to int32_t"); return (int32_t) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to int32_t"); return (int32_t) -1; } /* PyUCS4InUnicode */ static CYTHON_INLINE int __Pyx_UnicodeContainsUCS4(PyObject* unicode, Py_UCS4 character) { Py_ssize_t idx = PyUnicode_FindChar(unicode, character, 0, PY_SSIZE_T_MAX, 1); if (unlikely(idx == -2)) return -1; return idx >= 0; } /* UpdateUnpickledDict */ static int __Pyx__UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index) { PyObject *state_dict = __Pyx_PySequence_ITEM(state, index); if (unlikely(!state_dict)) { return -1; } int non_empty = PyObject_IsTrue(state_dict); if (non_empty == 0) { Py_DECREF(state_dict); return 0; } else if (unlikely(non_empty == -1)) { return -1; } PyObject *dict; #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 dict = PyObject_GetAttrString(obj, "__dict__"); #else dict = PyObject_GenericGetDict(obj, NULL); #endif if (unlikely(!dict)) { Py_DECREF(state_dict); return -1; } int result; if (likely(PyDict_CheckExact(dict))) { result = PyDict_Update(dict, state_dict); } else { PyObject *obj_result = __Pyx_PyObject_CallMethod1(dict, __pyx_mstate_global->__pyx_n_u_update, state_dict); if (likely(obj_result)) { Py_DECREF(obj_result); result = 0; } else { result = -1; } } Py_DECREF(state_dict); Py_DECREF(dict); return result; } static int __Pyx_UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index) { Py_ssize_t state_size = __Pyx_PyTuple_GET_SIZE(state); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(state_size == -1)) return -1; #endif if (state_size <= index) { return 0; } return __Pyx__UpdateUnpickledDict(obj, state, index); } /* CheckUnpickleChecksum */ static void __Pyx_RaiseUnpickleChecksumError(long checksum, long checksum1, long checksum2, long checksum3, const char *members) { PyObject *pickle_module = PyImport_ImportModule("pickle"); if (unlikely(!pickle_module)) return; PyObject *pickle_error = PyObject_GetAttrString(pickle_module, "PickleError"); Py_DECREF(pickle_module); if (unlikely(!pickle_error)) return; if (checksum2 == checksum1) { PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x) = (%s))", checksum, checksum1, members); } else if (checksum3 == checksum2) { PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x, 0x%x) = (%s))", checksum, checksum1, checksum2, members); } else { PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x, 0x%x, 0x%x) = (%s))", checksum, checksum1, checksum2, checksum3, members); } Py_DECREF(pickle_error); } static int __Pyx_CheckUnpickleChecksum(long checksum, long checksum1, long checksum2, long checksum3, const char *members) { int found = 0; found |= checksum1 == checksum; found |= checksum2 == checksum; found |= checksum3 == checksum; if (likely(found)) return 0; __Pyx_RaiseUnpickleChecksumError(checksum, checksum1, checksum2, checksum3, members); return -1; } /* CIntFromPy */ static CYTHON_INLINE char __Pyx_PyLong_As_char(PyObject *x) { #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wconversion" #endif const char neg_one = (char) -1, const_zero = (char) 0; #ifdef __Pyx_HAS_GCC_DIAGNOSTIC #pragma GCC diagnostic pop #endif const int is_unsigned = neg_one > const_zero; if (unlikely(!PyLong_Check(x))) { char val; PyObject *tmp = __Pyx_PyNumber_Long(x); if (!tmp) return (char) -1; val = __Pyx_PyLong_As_char(tmp); Py_DECREF(tmp); return val; } if (is_unsigned) { #if CYTHON_USE_PYLONG_INTERNALS if (unlikely(__Pyx_PyLong_IsNeg(x))) { goto raise_neg_overflow; } else if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_DigitCount(x)) { case 2: if ((8 * sizeof(char) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) >= 2 * PyLong_SHIFT)) { return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); } } break; case 3: if ((8 * sizeof(char) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) >= 3 * PyLong_SHIFT)) { return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); } } break; case 4: if ((8 * sizeof(char) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) >= 4 * PyLong_SHIFT)) { return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); } } break; } } #endif #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 if (unlikely(Py_SIZE(x) < 0)) { goto raise_neg_overflow; } #else { int result = PyObject_RichCompareBool(x, Py_False, Py_LT); if (unlikely(result < 0)) return (char) -1; if (unlikely(result == 1)) goto raise_neg_overflow; } #endif if ((sizeof(char) <= sizeof(unsigned long))) { __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x)) } else if ((sizeof(char) <= sizeof(unsigned PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) } } else { #if CYTHON_USE_PYLONG_INTERNALS if (__Pyx_PyLong_IsCompact(x)) { __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) } else { const digit* digits = __Pyx_PyLong_Digits(x); assert(__Pyx_PyLong_DigitCount(x) > 1); switch (__Pyx_PyLong_SignedDigitCount(x)) { case -2: if ((8 * sizeof(char) - 1 > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) { return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case 2: if ((8 * sizeof(char) > 1 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) { return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case -3: if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) { return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case 3: if ((8 * sizeof(char) > 2 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) { return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case -4: if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) - 1 > 4 * PyLong_SHIFT)) { return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; case 4: if ((8 * sizeof(char) > 3 * PyLong_SHIFT)) { if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) } else if ((8 * sizeof(char) - 1 > 4 * PyLong_SHIFT)) { return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); } } break; } } #endif if ((sizeof(char) <= sizeof(long))) { __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x)) } else if ((sizeof(char) <= sizeof(PY_LONG_LONG))) { __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x)) } } { char val; int ret = -1; #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API Py_ssize_t bytes_copied = PyLong_AsNativeBytes( x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); if (unlikely(bytes_copied == -1)) { } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { goto raise_overflow; } else { ret = 0; } #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) int one = 1; int is_little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; ret = _PyLong_AsByteArray((PyLongObject *)x, bytes, sizeof(val), is_little, !is_unsigned); #else PyObject *v; PyObject *stepval = NULL, *mask = NULL, *shift = NULL; int bits, remaining_bits, is_negative = 0; int chunk_size = (sizeof(long) < 8) ? 30 : 62; if (likely(PyLong_CheckExact(x))) { v = __Pyx_NewRef(x); } else { v = PyNumber_Long(x); if (unlikely(!v)) return (char) -1; assert(PyLong_CheckExact(v)); } { int result = PyObject_RichCompareBool(v, Py_False, Py_LT); if (unlikely(result < 0)) { Py_DECREF(v); return (char) -1; } is_negative = result == 1; } if (is_unsigned && unlikely(is_negative)) { Py_DECREF(v); goto raise_neg_overflow; } else if (is_negative) { stepval = PyNumber_Invert(v); Py_DECREF(v); if (unlikely(!stepval)) return (char) -1; } else { stepval = v; } v = NULL; val = (char) 0; mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; for (bits = 0; bits < (int) sizeof(char) * 8 - chunk_size; bits += chunk_size) { PyObject *tmp, *digit; long idigit; digit = PyNumber_And(stepval, mask); if (unlikely(!digit)) goto done; idigit = PyLong_AsLong(digit); Py_DECREF(digit); if (unlikely(idigit < 0)) goto done; val |= ((char) idigit) << bits; tmp = PyNumber_Rshift(stepval, shift); if (unlikely(!tmp)) goto done; Py_DECREF(stepval); stepval = tmp; } Py_DECREF(shift); shift = NULL; Py_DECREF(mask); mask = NULL; { long idigit = PyLong_AsLong(stepval); if (unlikely(idigit < 0)) goto done; remaining_bits = ((int) sizeof(char) * 8) - bits - (is_unsigned ? 0 : 1); if (unlikely(idigit >= (1L << remaining_bits))) goto raise_overflow; val |= ((char) idigit) << bits; } if (!is_unsigned) { if (unlikely(val & (((char) 1) << (sizeof(char) * 8 - 1)))) goto raise_overflow; if (is_negative) val = ~val; } ret = 0; done: Py_XDECREF(shift); Py_XDECREF(mask); Py_XDECREF(stepval); #endif if (unlikely(ret)) return (char) -1; return val; } raise_overflow: PyErr_SetString(PyExc_OverflowError, "value too large to convert to char"); return (char) -1; raise_neg_overflow: PyErr_SetString(PyExc_OverflowError, "can't convert negative value to char"); return (char) -1; } /* FormatTypeName */ #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 static __Pyx_TypeName __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp) { PyObject *module = NULL, *name = NULL, *result = NULL; #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 name = __Pyx_PyObject_GetAttrStr((PyObject *)tp, __pyx_mstate_global->__pyx_n_u_qualname); #else name = PyType_GetQualName(tp); #endif if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) goto bad; module = __Pyx_PyObject_GetAttrStr((PyObject *)tp, __pyx_mstate_global->__pyx_n_u_module); if (unlikely(module == NULL) || unlikely(!PyUnicode_Check(module))) goto bad; if (PyUnicode_CompareWithASCIIString(module, "builtins") == 0) { result = name; name = NULL; goto done; } result = PyUnicode_FromFormat("%U.%U", module, name); if (unlikely(result == NULL)) goto bad; done: Py_XDECREF(name); Py_XDECREF(module); return result; bad: PyErr_Clear(); if (name) { result = name; name = NULL; } else { result = __Pyx_NewRef(__pyx_mstate_global->__pyx_kp_u__9); } goto done; } #endif /* GetRuntimeVersion */ #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 void __Pyx_init_runtime_version(void) { if (__Pyx_cached_runtime_version == 0) { const char* rt_version = Py_GetVersion(); unsigned long version = 0; unsigned long factor = 0x01000000UL; unsigned int digit = 0; int i = 0; while (factor) { while ('0' <= rt_version[i] && rt_version[i] <= '9') { digit = digit * 10 + (unsigned int) (rt_version[i] - '0'); ++i; } version += factor * digit; if (rt_version[i] != '.') break; digit = 0; factor >>= 8; ++i; } __Pyx_cached_runtime_version = version; } } #endif static unsigned long __Pyx_get_runtime_version(void) { #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000 return Py_Version & ~0xFFUL; #else return __Pyx_cached_runtime_version; #endif } /* CheckBinaryVersion */ static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) { const unsigned long MAJOR_MINOR = 0xFFFF0000UL; if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR)) return 0; if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR))) return 1; { char message[200]; PyOS_snprintf(message, sizeof(message), "compile time Python version %d.%d " "of module '%.100s' " "%s " "runtime version %d.%d", (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF), __Pyx_MODULE_NAME, (allow_newer) ? "was newer than" : "does not match", (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF) ); return PyErr_WarnEx(NULL, message, 1); } } /* NewCodeObj */ #if CYTHON_COMPILING_IN_LIMITED_API static PyObject* __Pyx__PyCode_New(int a, int p, int k, int l, int s, int f, PyObject *code, PyObject *c, PyObject* n, PyObject *v, PyObject *fv, PyObject *cell, PyObject* fn, PyObject *name, int fline, PyObject *lnos) { PyObject *exception_table = NULL; PyObject *types_module=NULL, *code_type=NULL, *result=NULL; #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 PyObject *version_info; PyObject *py_minor_version = NULL; #endif long minor_version = 0; PyObject *type, *value, *traceback; PyErr_Fetch(&type, &value, &traceback); #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000 minor_version = 11; #else if (!(version_info = PySys_GetObject("version_info"))) goto end; if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end; minor_version = PyLong_AsLong(py_minor_version); Py_DECREF(py_minor_version); if (minor_version == -1 && PyErr_Occurred()) goto end; #endif if (!(types_module = PyImport_ImportModule("types"))) goto end; if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end; if (minor_version <= 7) { (void)p; result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOOO", a, k, l, s, f, code, c, n, v, fn, name, fline, lnos, fv, cell); } else if (minor_version <= 10) { result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOOO", a,p, k, l, s, f, code, c, n, v, fn, name, fline, lnos, fv, cell); } else { if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end; result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOOOO", a,p, k, l, s, f, code, c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell); } end: Py_XDECREF(code_type); Py_XDECREF(exception_table); Py_XDECREF(types_module); if (type) { PyErr_Restore(type, value, traceback); } return result; } #elif PY_VERSION_HEX >= 0x030B0000 static PyCodeObject* __Pyx__PyCode_New(int a, int p, int k, int l, int s, int f, PyObject *code, PyObject *c, PyObject* n, PyObject *v, PyObject *fv, PyObject *cell, PyObject* fn, PyObject *name, int fline, PyObject *lnos) { PyCodeObject *result; result = #if PY_VERSION_HEX >= 0x030C0000 PyUnstable_Code_NewWithPosOnlyArgs #else PyCode_NewWithPosOnlyArgs #endif (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, __pyx_mstate_global->__pyx_empty_bytes); #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030c00A1 if (likely(result)) result->_co_firsttraceable = 0; #endif return result; } #elif !CYTHON_COMPILING_IN_PYPY #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #else #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #endif static PyObject* __Pyx_PyCode_New( const __Pyx_PyCode_New_function_description descr, PyObject * const *varnames, PyObject *filename, PyObject *funcname, PyObject *line_table, PyObject *tuple_dedup_map ) { PyObject *code_obj = NULL, *varnames_tuple_dedup = NULL, *code_bytes = NULL; Py_ssize_t var_count = (Py_ssize_t) descr.nlocals; PyObject *varnames_tuple = PyTuple_New(var_count); if (unlikely(!varnames_tuple)) return NULL; for (Py_ssize_t i=0; i < var_count; i++) { Py_INCREF(varnames[i]); if (__Pyx_PyTuple_SET_ITEM(varnames_tuple, i, varnames[i]) != (0)) goto done; } #if CYTHON_COMPILING_IN_LIMITED_API varnames_tuple_dedup = PyDict_GetItem(tuple_dedup_map, varnames_tuple); if (!varnames_tuple_dedup) { if (unlikely(PyDict_SetItem(tuple_dedup_map, varnames_tuple, varnames_tuple) < 0)) goto done; varnames_tuple_dedup = varnames_tuple; } #else varnames_tuple_dedup = PyDict_SetDefault(tuple_dedup_map, varnames_tuple, varnames_tuple); if (unlikely(!varnames_tuple_dedup)) goto done; #endif #if CYTHON_AVOID_BORROWED_REFS Py_INCREF(varnames_tuple_dedup); #endif if (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table != NULL && !CYTHON_COMPILING_IN_GRAAL) { Py_ssize_t line_table_length = __Pyx_PyBytes_GET_SIZE(line_table); #if !CYTHON_ASSUME_SAFE_SIZE if (unlikely(line_table_length == -1)) goto done; #endif Py_ssize_t code_len = (line_table_length * 2 + 4) & ~3LL; code_bytes = PyBytes_FromStringAndSize(NULL, code_len); if (unlikely(!code_bytes)) goto done; char* c_code_bytes = PyBytes_AsString(code_bytes); if (unlikely(!c_code_bytes)) goto done; memset(c_code_bytes, 0, (size_t) code_len); } code_obj = (PyObject*) __Pyx__PyCode_New( (int) descr.argcount, (int) descr.num_posonly_args, (int) descr.num_kwonly_args, (int) descr.nlocals, 0, (int) descr.flags, code_bytes ? code_bytes : __pyx_mstate_global->__pyx_empty_bytes, __pyx_mstate_global->__pyx_empty_tuple, __pyx_mstate_global->__pyx_empty_tuple, varnames_tuple_dedup, __pyx_mstate_global->__pyx_empty_tuple, __pyx_mstate_global->__pyx_empty_tuple, filename, funcname, (int) descr.first_line, (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table) ? line_table : __pyx_mstate_global->__pyx_empty_bytes ); done: Py_XDECREF(code_bytes); #if CYTHON_AVOID_BORROWED_REFS Py_XDECREF(varnames_tuple_dedup); #endif Py_DECREF(varnames_tuple); return code_obj; } /* DecompressString */ static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo) { PyObject *module, *decompress, *compressed_bytes, *decompressed; const char* module_name = algo == 3 ? "compression.zstd" : algo == 2 ? "bz2" : "zlib"; PyObject *methodname = PyUnicode_FromString("decompress"); if (unlikely(!methodname)) return NULL; #if __PYX_LIMITED_VERSION_HEX >= 0x030e0000 if (algo == 3) { PyObject *fromlist = Py_BuildValue("[O]", methodname); if (unlikely(!fromlist)) return NULL; module = PyImport_ImportModuleLevel("compression.zstd", NULL, NULL, fromlist, 0); Py_DECREF(fromlist); } else #endif module = PyImport_ImportModule(module_name); if (unlikely(!module)) goto import_failed; decompress = PyObject_GetAttr(module, methodname); if (unlikely(!decompress)) goto import_failed; { #ifdef __cplusplus char *memview_bytes = const_cast(s); #else #if defined(__clang__) #pragma clang diagnostic push #pragma clang diagnostic ignored "-Wcast-qual" #elif !defined(__INTEL_COMPILER) && defined(__GNUC__) #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wcast-qual" #endif char *memview_bytes = (char*) s; #if defined(__clang__) #pragma clang diagnostic pop #elif !defined(__INTEL_COMPILER) && defined(__GNUC__) #pragma GCC diagnostic pop #endif #endif #if CYTHON_COMPILING_IN_LIMITED_API && !defined(PyBUF_READ) int memview_flags = 0x100; #else int memview_flags = PyBUF_READ; #endif compressed_bytes = PyMemoryView_FromMemory(memview_bytes, length, memview_flags); } if (unlikely(!compressed_bytes)) { Py_DECREF(decompress); goto bad; } decompressed = PyObject_CallFunctionObjArgs(decompress, compressed_bytes, NULL); Py_DECREF(compressed_bytes); Py_DECREF(decompress); Py_DECREF(module); Py_DECREF(methodname); return decompressed; import_failed: PyErr_Format(PyExc_ImportError, "Failed to import '%.20s.decompress' - cannot initialise module strings. " "String compression was configured with the C macro 'CYTHON_COMPRESS_STRINGS=%d'.", module_name, algo); bad: Py_XDECREF(module); Py_DECREF(methodname); return NULL; } #include static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) { size_t len = strlen(s); if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) { PyErr_SetString(PyExc_OverflowError, "byte string is too long"); return -1; } return (Py_ssize_t) len; } static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { Py_ssize_t len = __Pyx_ssize_strlen(c_str); if (unlikely(len < 0)) return NULL; return __Pyx_PyUnicode_FromStringAndSize(c_str, len); } static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) { Py_ssize_t len = __Pyx_ssize_strlen(c_str); if (unlikely(len < 0)) return NULL; return PyByteArray_FromStringAndSize(c_str, len); } static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { Py_ssize_t ignore; return __Pyx_PyObject_AsStringAndSize(o, &ignore); } #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; #if CYTHON_COMPILING_IN_LIMITED_API { const char* result; Py_ssize_t unicode_length; CYTHON_MAYBE_UNUSED_VAR(unicode_length); // only for __PYX_DEFAULT_STRING_ENCODING_IS_ASCII #if __PYX_LIMITED_VERSION_HEX < 0x030A0000 if (unlikely(PyArg_Parse(o, "s#", &result, length) < 0)) return NULL; #else result = PyUnicode_AsUTF8AndSize(o, length); #endif #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII unicode_length = PyUnicode_GetLength(o); if (unlikely(unicode_length < 0)) return NULL; if (unlikely(unicode_length != *length)) { PyUnicode_AsASCIIString(o); return NULL; } #endif return result; } #else #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII if (likely(PyUnicode_IS_ASCII(o))) { *length = PyUnicode_GET_LENGTH(o); return PyUnicode_AsUTF8(o); } else { PyUnicode_AsASCIIString(o); return NULL; } #else return PyUnicode_AsUTF8AndSize(o, length); #endif #endif } #endif static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 if (PyUnicode_Check(o)) { return __Pyx_PyUnicode_AsStringAndSize(o, length); } else #endif if (PyByteArray_Check(o)) { #if (CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS) || (CYTHON_COMPILING_IN_PYPY && (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))) *length = PyByteArray_GET_SIZE(o); return PyByteArray_AS_STRING(o); #else *length = PyByteArray_Size(o); if (*length == -1) return NULL; return PyByteArray_AsString(o); #endif } else { char* result; int r = PyBytes_AsStringAndSize(o, &result, length); if (unlikely(r < 0)) { return NULL; } else { return result; } } } static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { int is_true = x == Py_True; if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { int retval; if (unlikely(!x)) return -1; retval = __Pyx_PyObject_IsTrue(x); Py_DECREF(x); return retval; } static PyObject* __Pyx_PyNumber_LongWrongResultType(PyObject* result) { __Pyx_TypeName result_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(result)); if (PyLong_Check(result)) { if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1, "__int__ returned non-int (type " __Pyx_FMT_TYPENAME "). " "The ability to return an instance of a strict subclass of int is deprecated, " "and may be removed in a future version of Python.", result_type_name)) { __Pyx_DECREF_TypeName(result_type_name); Py_DECREF(result); return NULL; } __Pyx_DECREF_TypeName(result_type_name); return result; } PyErr_Format(PyExc_TypeError, "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ")", result_type_name); __Pyx_DECREF_TypeName(result_type_name); Py_DECREF(result); return NULL; } static CYTHON_INLINE PyObject* __Pyx_PyNumber_Long(PyObject* x) { #if CYTHON_USE_TYPE_SLOTS PyNumberMethods *m; #endif PyObject *res = NULL; if (likely(PyLong_Check(x))) return __Pyx_NewRef(x); #if CYTHON_USE_TYPE_SLOTS m = Py_TYPE(x)->tp_as_number; if (likely(m && m->nb_int)) { res = m->nb_int(x); } #else if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { res = PyNumber_Long(x); } #endif if (likely(res)) { if (unlikely(!PyLong_CheckExact(res))) { return __Pyx_PyNumber_LongWrongResultType(res); } } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_TypeError, "an integer is required"); } return res; } static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { Py_ssize_t ival; PyObject *x; if (likely(PyLong_CheckExact(b))) { #if CYTHON_USE_PYLONG_INTERNALS if (likely(__Pyx_PyLong_IsCompact(b))) { return __Pyx_PyLong_CompactValue(b); } else { const digit* digits = __Pyx_PyLong_Digits(b); const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b); switch (size) { case 2: if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -2: if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case 3: if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -3: if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case 4: if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; case -4: if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); } break; } } #endif return PyLong_AsSsize_t(b); } x = PyNumber_Index(b); if (!x) return -1; ival = PyLong_AsSsize_t(x); Py_DECREF(x); return ival; } static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) { if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) { return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o); } else { Py_ssize_t ival; PyObject *x; x = PyNumber_Index(o); if (!x) return -1; ival = PyLong_AsLong(x); Py_DECREF(x); return ival; } } static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b) { CYTHON_UNUSED_VAR(b); return __Pyx_NewRef(Py_None); } static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) { return __Pyx_NewRef(b ? Py_True: Py_False); } static CYTHON_INLINE PyObject * __Pyx_PyLong_FromSize_t(size_t ival) { return PyLong_FromSize_t(ival); } /* MultiPhaseInitModuleState */ #if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE #ifndef CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE #if (CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX >= 0x030C0000) #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 1 #else #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 0 #endif #endif #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE && !CYTHON_ATOMICS #error "Module state with PEP489 requires atomics. Currently that's one of\ C11, C++11, gcc atomic intrinsics or MSVC atomic intrinsics" #endif #if !CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE #define __Pyx_ModuleStateLookup_Lock() #define __Pyx_ModuleStateLookup_Unlock() #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000 static PyMutex __Pyx_ModuleStateLookup_mutex = {0}; #define __Pyx_ModuleStateLookup_Lock() PyMutex_Lock(&__Pyx_ModuleStateLookup_mutex) #define __Pyx_ModuleStateLookup_Unlock() PyMutex_Unlock(&__Pyx_ModuleStateLookup_mutex) #elif defined(__cplusplus) && __cplusplus >= 201103L #include static std::mutex __Pyx_ModuleStateLookup_mutex; #define __Pyx_ModuleStateLookup_Lock() __Pyx_ModuleStateLookup_mutex.lock() #define __Pyx_ModuleStateLookup_Unlock() __Pyx_ModuleStateLookup_mutex.unlock() #elif defined(__STDC_VERSION__) && (__STDC_VERSION__ > 201112L) && !defined(__STDC_NO_THREADS__) #include static mtx_t __Pyx_ModuleStateLookup_mutex; static once_flag __Pyx_ModuleStateLookup_mutex_once_flag = ONCE_FLAG_INIT; static void __Pyx_ModuleStateLookup_initialize_mutex(void) { mtx_init(&__Pyx_ModuleStateLookup_mutex, mtx_plain); } #define __Pyx_ModuleStateLookup_Lock()\ call_once(&__Pyx_ModuleStateLookup_mutex_once_flag, __Pyx_ModuleStateLookup_initialize_mutex);\ mtx_lock(&__Pyx_ModuleStateLookup_mutex) #define __Pyx_ModuleStateLookup_Unlock() mtx_unlock(&__Pyx_ModuleStateLookup_mutex) #elif defined(HAVE_PTHREAD_H) #include static pthread_mutex_t __Pyx_ModuleStateLookup_mutex = PTHREAD_MUTEX_INITIALIZER; #define __Pyx_ModuleStateLookup_Lock() pthread_mutex_lock(&__Pyx_ModuleStateLookup_mutex) #define __Pyx_ModuleStateLookup_Unlock() pthread_mutex_unlock(&__Pyx_ModuleStateLookup_mutex) #elif defined(_WIN32) #include // synchapi.h on its own doesn't work static SRWLOCK __Pyx_ModuleStateLookup_mutex = SRWLOCK_INIT; #define __Pyx_ModuleStateLookup_Lock() AcquireSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex) #define __Pyx_ModuleStateLookup_Unlock() ReleaseSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex) #else #error "No suitable lock available for CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE.\ Requires C standard >= C11, or C++ standard >= C++11,\ or pthreads, or the Windows 32 API, or Python >= 3.13." #endif typedef struct { int64_t id; PyObject *module; } __Pyx_InterpreterIdAndModule; typedef struct { char interpreter_id_as_index; Py_ssize_t count; Py_ssize_t allocated; __Pyx_InterpreterIdAndModule table[1]; } __Pyx_ModuleStateLookupData; #define __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE 32 #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE static __pyx_atomic_int_type __Pyx_ModuleStateLookup_read_counter = 0; #endif #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE static __pyx_atomic_ptr_type __Pyx_ModuleStateLookup_data = 0; #else static __Pyx_ModuleStateLookupData* __Pyx_ModuleStateLookup_data = NULL; #endif static __Pyx_InterpreterIdAndModule* __Pyx_State_FindModuleStateLookupTableLowerBound( __Pyx_InterpreterIdAndModule* table, Py_ssize_t count, int64_t interpreterId) { __Pyx_InterpreterIdAndModule* begin = table; __Pyx_InterpreterIdAndModule* end = begin + count; if (begin->id == interpreterId) { return begin; } while ((end - begin) > __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) { __Pyx_InterpreterIdAndModule* halfway = begin + (end - begin)/2; if (halfway->id == interpreterId) { return halfway; } if (halfway->id < interpreterId) { begin = halfway; } else { end = halfway; } } for (; begin < end; ++begin) { if (begin->id >= interpreterId) return begin; } return begin; } static PyObject *__Pyx_State_FindModule(CYTHON_UNUSED void* dummy) { int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get()); if (interpreter_id == -1) return NULL; #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE __Pyx_ModuleStateLookupData* data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data); { __pyx_atomic_incr_acq_rel(&__Pyx_ModuleStateLookup_read_counter); if (likely(data)) { __Pyx_ModuleStateLookupData* new_data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_acquire(&__Pyx_ModuleStateLookup_data); if (likely(data == new_data)) { goto read_finished; } } __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter); __Pyx_ModuleStateLookup_Lock(); __pyx_atomic_incr_relaxed(&__Pyx_ModuleStateLookup_read_counter); data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data); __Pyx_ModuleStateLookup_Unlock(); } read_finished:; #else __Pyx_ModuleStateLookupData* data = __Pyx_ModuleStateLookup_data; #endif __Pyx_InterpreterIdAndModule* found = NULL; if (unlikely(!data)) goto end; if (data->interpreter_id_as_index) { if (interpreter_id < data->count) { found = data->table+interpreter_id; } } else { found = __Pyx_State_FindModuleStateLookupTableLowerBound( data->table, data->count, interpreter_id); } end: { PyObject *result=NULL; if (found && found->id == interpreter_id) { result = found->module; } #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter); #endif return result; } } #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE static void __Pyx_ModuleStateLookup_wait_until_no_readers(void) { while (__pyx_atomic_load(&__Pyx_ModuleStateLookup_read_counter) != 0); } #else #define __Pyx_ModuleStateLookup_wait_until_no_readers() #endif static int __Pyx_State_AddModuleInterpIdAsIndex(__Pyx_ModuleStateLookupData **old_data, PyObject* module, int64_t interpreter_id) { Py_ssize_t to_allocate = (*old_data)->allocated; while (to_allocate <= interpreter_id) { if (to_allocate == 0) to_allocate = 1; else to_allocate *= 2; } __Pyx_ModuleStateLookupData *new_data = *old_data; if (to_allocate != (*old_data)->allocated) { new_data = (__Pyx_ModuleStateLookupData *)realloc( *old_data, sizeof(__Pyx_ModuleStateLookupData)+(to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule)); if (!new_data) { PyErr_NoMemory(); return -1; } for (Py_ssize_t i = new_data->allocated; i < to_allocate; ++i) { new_data->table[i].id = i; new_data->table[i].module = NULL; } new_data->allocated = to_allocate; } new_data->table[interpreter_id].module = module; if (new_data->count < interpreter_id+1) { new_data->count = interpreter_id+1; } *old_data = new_data; return 0; } static void __Pyx_State_ConvertFromInterpIdAsIndex(__Pyx_ModuleStateLookupData *data) { __Pyx_InterpreterIdAndModule *read = data->table; __Pyx_InterpreterIdAndModule *write = data->table; __Pyx_InterpreterIdAndModule *end = read + data->count; for (; readmodule) { write->id = read->id; write->module = read->module; ++write; } } data->count = write - data->table; for (; writeid = 0; write->module = NULL; } data->interpreter_id_as_index = 0; } static int __Pyx_State_AddModule(PyObject* module, CYTHON_UNUSED void* dummy) { int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get()); if (interpreter_id == -1) return -1; int result = 0; __Pyx_ModuleStateLookup_Lock(); #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE __Pyx_ModuleStateLookupData *old_data = (__Pyx_ModuleStateLookupData *) __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0); #else __Pyx_ModuleStateLookupData *old_data = __Pyx_ModuleStateLookup_data; #endif __Pyx_ModuleStateLookupData *new_data = old_data; if (!new_data) { new_data = (__Pyx_ModuleStateLookupData *)calloc(1, sizeof(__Pyx_ModuleStateLookupData)); if (!new_data) { result = -1; PyErr_NoMemory(); goto end; } new_data->allocated = 1; new_data->interpreter_id_as_index = 1; } __Pyx_ModuleStateLookup_wait_until_no_readers(); if (new_data->interpreter_id_as_index) { if (interpreter_id < __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) { result = __Pyx_State_AddModuleInterpIdAsIndex(&new_data, module, interpreter_id); goto end; } __Pyx_State_ConvertFromInterpIdAsIndex(new_data); } { Py_ssize_t insert_at = 0; { __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound( new_data->table, new_data->count, interpreter_id); assert(lower_bound); insert_at = lower_bound - new_data->table; if (unlikely(insert_at < new_data->count && lower_bound->id == interpreter_id)) { lower_bound->module = module; goto end; // already in table, nothing more to do } } if (new_data->count+1 >= new_data->allocated) { Py_ssize_t to_allocate = (new_data->count+1)*2; new_data = (__Pyx_ModuleStateLookupData*)realloc( new_data, sizeof(__Pyx_ModuleStateLookupData) + (to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule)); if (!new_data) { result = -1; new_data = old_data; PyErr_NoMemory(); goto end; } new_data->allocated = to_allocate; } ++new_data->count; int64_t last_id = interpreter_id; PyObject *last_module = module; for (Py_ssize_t i=insert_at; icount; ++i) { int64_t current_id = new_data->table[i].id; new_data->table[i].id = last_id; last_id = current_id; PyObject *current_module = new_data->table[i].module; new_data->table[i].module = last_module; last_module = current_module; } } end: #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, new_data); #else __Pyx_ModuleStateLookup_data = new_data; #endif __Pyx_ModuleStateLookup_Unlock(); return result; } static int __Pyx_State_RemoveModule(CYTHON_UNUSED void* dummy) { int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get()); if (interpreter_id == -1) return -1; __Pyx_ModuleStateLookup_Lock(); #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE __Pyx_ModuleStateLookupData *data = (__Pyx_ModuleStateLookupData *) __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0); #else __Pyx_ModuleStateLookupData *data = __Pyx_ModuleStateLookup_data; #endif if (data->interpreter_id_as_index) { if (interpreter_id < data->count) { data->table[interpreter_id].module = NULL; } goto done; } { __Pyx_ModuleStateLookup_wait_until_no_readers(); __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound( data->table, data->count, interpreter_id); if (!lower_bound) goto done; if (lower_bound->id != interpreter_id) goto done; __Pyx_InterpreterIdAndModule *end = data->table+data->count; for (;lower_boundid = (lower_bound+1)->id; lower_bound->module = (lower_bound+1)->module; } } --data->count; if (data->count == 0) { free(data); data = NULL; } done: #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, data); #else __Pyx_ModuleStateLookup_data = data; #endif __Pyx_ModuleStateLookup_Unlock(); return 0; } #endif /* #### Code section: utility_code_pragmas_end ### */ #ifdef _MSC_VER #pragma warning( pop ) #endif /* #### Code section: end ### */ #endif /* Py_PYTHON_H */