+++ /dev/null
-/* Generated by Cython 0.25.2 */
-
-#define PY_SSIZE_T_CLEAN
-#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 < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000)
- #error Cython requires Python 2.6+ or Python 3.2+.
-#else
-#define CYTHON_ABI "0_25_2"
-#include <stddef.h>
-#ifndef offsetof
- #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
-#endif
-#if !defined(WIN32) && !defined(MS_WINDOWS)
- #ifndef __stdcall
- #define __stdcall
- #endif
- #ifndef __cdecl
- #define __cdecl
- #endif
- #ifndef __fastcall
- #define __fastcall
- #endif
-#endif
-#ifndef DL_IMPORT
- #define DL_IMPORT(t) t
-#endif
-#ifndef DL_EXPORT
- #define DL_EXPORT(t) t
-#endif
-#ifndef HAVE_LONG_LONG
- #if PY_VERSION_HEX >= 0x03030000 || (PY_MAJOR_VERSION == 2 && PY_VERSION_HEX >= 0x02070000)
- #define HAVE_LONG_LONG
- #endif
-#endif
-#ifndef PY_LONG_LONG
- #define PY_LONG_LONG LONG_LONG
-#endif
-#ifndef Py_HUGE_VAL
- #define Py_HUGE_VAL HUGE_VAL
-#endif
-#ifdef PYPY_VERSION
- #define CYTHON_COMPILING_IN_PYPY 1
- #define CYTHON_COMPILING_IN_PYSTON 0
- #define CYTHON_COMPILING_IN_CPYTHON 0
- #undef CYTHON_USE_TYPE_SLOTS
- #define CYTHON_USE_TYPE_SLOTS 0
- #undef CYTHON_USE_ASYNC_SLOTS
- #define CYTHON_USE_ASYNC_SLOTS 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_ASSUME_SAFE_MACROS
- #define CYTHON_ASSUME_SAFE_MACROS 0
- #undef CYTHON_UNPACK_METHODS
- #define CYTHON_UNPACK_METHODS 0
- #undef CYTHON_FAST_THREAD_STATE
- #define CYTHON_FAST_THREAD_STATE 0
- #undef CYTHON_FAST_PYCALL
- #define CYTHON_FAST_PYCALL 0
-#elif defined(PYSTON_VERSION)
- #define CYTHON_COMPILING_IN_PYPY 0
- #define CYTHON_COMPILING_IN_PYSTON 1
- #define CYTHON_COMPILING_IN_CPYTHON 0
- #ifndef CYTHON_USE_TYPE_SLOTS
- #define CYTHON_USE_TYPE_SLOTS 1
- #endif
- #undef CYTHON_USE_ASYNC_SLOTS
- #define CYTHON_USE_ASYNC_SLOTS 0
- #undef CYTHON_USE_PYLIST_INTERNALS
- #define CYTHON_USE_PYLIST_INTERNALS 0
- #ifndef CYTHON_USE_UNICODE_INTERNALS
- #define CYTHON_USE_UNICODE_INTERNALS 1
- #endif
- #undef CYTHON_USE_UNICODE_WRITER
- #define CYTHON_USE_UNICODE_WRITER 0
- #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_ASSUME_SAFE_MACROS
- #define CYTHON_ASSUME_SAFE_MACROS 1
- #endif
- #ifndef CYTHON_UNPACK_METHODS
- #define CYTHON_UNPACK_METHODS 1
- #endif
- #undef CYTHON_FAST_THREAD_STATE
- #define CYTHON_FAST_THREAD_STATE 0
- #undef CYTHON_FAST_PYCALL
- #define CYTHON_FAST_PYCALL 0
-#else
- #define CYTHON_COMPILING_IN_PYPY 0
- #define CYTHON_COMPILING_IN_PYSTON 0
- #define CYTHON_COMPILING_IN_CPYTHON 1
- #ifndef CYTHON_USE_TYPE_SLOTS
- #define CYTHON_USE_TYPE_SLOTS 1
- #endif
- #if PY_MAJOR_VERSION < 3
- #undef CYTHON_USE_ASYNC_SLOTS
- #define CYTHON_USE_ASYNC_SLOTS 0
- #elif !defined(CYTHON_USE_ASYNC_SLOTS)
- #define CYTHON_USE_ASYNC_SLOTS 1
- #endif
- #if PY_VERSION_HEX < 0x02070000
- #undef CYTHON_USE_PYLONG_INTERNALS
- #define CYTHON_USE_PYLONG_INTERNALS 0
- #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
- #define CYTHON_USE_PYLONG_INTERNALS 1
- #endif
- #ifndef CYTHON_USE_PYLIST_INTERNALS
- #define CYTHON_USE_PYLIST_INTERNALS 1
- #endif
- #ifndef CYTHON_USE_UNICODE_INTERNALS
- #define CYTHON_USE_UNICODE_INTERNALS 1
- #endif
- #if PY_VERSION_HEX < 0x030300F0
- #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
- #ifndef CYTHON_ASSUME_SAFE_MACROS
- #define CYTHON_ASSUME_SAFE_MACROS 1
- #endif
- #ifndef CYTHON_UNPACK_METHODS
- #define CYTHON_UNPACK_METHODS 1
- #endif
- #ifndef CYTHON_FAST_THREAD_STATE
- #define CYTHON_FAST_THREAD_STATE 1
- #endif
- #ifndef CYTHON_FAST_PYCALL
- #define CYTHON_FAST_PYCALL 1
- #endif
-#endif
-#if !defined(CYTHON_FAST_PYCCALL)
-#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
-#endif
-#if CYTHON_USE_PYLONG_INTERNALS
- #include "longintrepr.h"
- #undef SHIFT
- #undef BASE
- #undef MASK
-#endif
-#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
- #define Py_OptimizeFlag 0
-#endif
-#define __PYX_BUILD_PY_SSIZE_T "n"
-#define CYTHON_FORMAT_SSIZE_T "z"
-#if PY_MAJOR_VERSION < 3
- #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
- #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
- PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
- #define __Pyx_DefaultClassType PyClass_Type
-#else
- #define __Pyx_BUILTIN_MODULE_NAME "builtins"
- #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
- PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
- #define __Pyx_DefaultClassType PyType_Type
-#endif
-#ifndef Py_TPFLAGS_CHECKTYPES
- #define Py_TPFLAGS_CHECKTYPES 0
-#endif
-#ifndef Py_TPFLAGS_HAVE_INDEX
- #define Py_TPFLAGS_HAVE_INDEX 0
-#endif
-#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
- #define Py_TPFLAGS_HAVE_NEWBUFFER 0
-#endif
-#ifndef Py_TPFLAGS_HAVE_FINALIZE
- #define Py_TPFLAGS_HAVE_FINALIZE 0
-#endif
-#ifndef METH_FASTCALL
- #define METH_FASTCALL 0x80
- typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject **args,
- Py_ssize_t nargs, PyObject *kwnames);
-#else
- #define __Pyx_PyCFunctionFast _PyCFunctionFast
-#endif
-#if CYTHON_FAST_PYCCALL
-#define __Pyx_PyFastCFunction_Check(func)\
- ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)))))
-#else
-#define __Pyx_PyFastCFunction_Check(func) 0
-#endif
-#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
- #define CYTHON_PEP393_ENABLED 1
- #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\
- 0 : _PyUnicode_Ready((PyObject *)(op)))
- #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u)
- #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
- #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u)
- #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u)
- #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u)
- #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i)
- #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch)
- #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
-#else
- #define CYTHON_PEP393_ENABLED 0
- #define PyUnicode_1BYTE_KIND 1
- #define PyUnicode_2BYTE_KIND 2
- #define PyUnicode_4BYTE_KIND 4
- #define __Pyx_PyUnicode_READY(op) (0)
- #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u)
- #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
- #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
- #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE))
- #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u))
- #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
- #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
- #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u))
-#endif
-#if CYTHON_COMPILING_IN_PYPY
- #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b)
- #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b)
-#else
- #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b)
- #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
- PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
-#endif
-#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
- #define PyUnicode_Contains(u, s) PySequence_Contains(u, s)
-#endif
-#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
- #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type)
-#endif
-#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
- #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt)
-#endif
-#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_PYSTON
- #define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co)
- #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
-#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
-#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
-#if PY_MAJOR_VERSION >= 3
- #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b)
-#else
- #define __Pyx_PyString_Format(a, b) PyString_Format(a, b)
-#endif
-#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
- #define PyObject_ASCII(o) PyObject_Repr(o)
-#endif
-#if PY_MAJOR_VERSION >= 3
- #define PyBaseString_Type PyUnicode_Type
- #define PyStringObject PyUnicodeObject
- #define PyString_Type PyUnicode_Type
- #define PyString_Check PyUnicode_Check
- #define PyString_CheckExact PyUnicode_CheckExact
-#endif
-#if PY_MAJOR_VERSION >= 3
- #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
- #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
-#else
- #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
- #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
-#endif
-#ifndef PySet_CheckExact
- #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type)
-#endif
-#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
-#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
-#if PY_MAJOR_VERSION >= 3
- #define PyIntObject PyLongObject
- #define PyInt_Type PyLong_Type
- #define PyInt_Check(op) PyLong_Check(op)
- #define PyInt_CheckExact(op) PyLong_CheckExact(op)
- #define PyInt_FromString PyLong_FromString
- #define PyInt_FromUnicode PyLong_FromUnicode
- #define PyInt_FromLong PyLong_FromLong
- #define PyInt_FromSize_t PyLong_FromSize_t
- #define PyInt_FromSsize_t PyLong_FromSsize_t
- #define PyInt_AsLong PyLong_AsLong
- #define PyInt_AS_LONG PyLong_AS_LONG
- #define PyInt_AsSsize_t PyLong_AsSsize_t
- #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask
- #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
- #define PyNumber_Int PyNumber_Long
-#endif
-#if PY_MAJOR_VERSION >= 3
- #define PyBoolObject PyLongObject
-#endif
-#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
- #ifndef PyUnicode_InternFromString
- #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
- #endif
-#endif
-#if PY_VERSION_HEX < 0x030200A4
- typedef long Py_hash_t;
- #define __Pyx_PyInt_FromHash_t PyInt_FromLong
- #define __Pyx_PyInt_AsHash_t PyInt_AsLong
-#else
- #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
- #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t
-#endif
-#if PY_MAJOR_VERSION >= 3
- #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
-#else
- #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
-#endif
-#if CYTHON_USE_ASYNC_SLOTS
- #if PY_VERSION_HEX >= 0x030500B1
- #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
- #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
- #else
- typedef struct {
- unaryfunc am_await;
- unaryfunc am_aiter;
- unaryfunc am_anext;
- } __Pyx_PyAsyncMethodsStruct;
- #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
- #endif
-#else
- #define __Pyx_PyType_AsAsync(obj) NULL
-#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(__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_MAYBE_UNUSED_VAR
-# if defined(__cplusplus)
- template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
-# else
-# define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
-# endif
-#endif
-#ifndef CYTHON_NCP_UNUSED
-# if CYTHON_COMPILING_IN_CPYTHON
-# define CYTHON_NCP_UNUSED
-# else
-# define CYTHON_NCP_UNUSED CYTHON_UNUSED
-# endif
-#endif
-#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
-
-#ifndef CYTHON_INLINE
- #if defined(__clang__)
- #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
- #elif defined(__GNUC__)
- #define CYTHON_INLINE __inline__
- #elif defined(_MSC_VER)
- #define CYTHON_INLINE __inline
- #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
- #define CYTHON_INLINE inline
- #else
- #define CYTHON_INLINE
- #endif
-#endif
-
-#if defined(WIN32) || defined(MS_WINDOWS)
- #define _USE_MATH_DEFINES
-#endif
-#include <math.h>
-#ifdef NAN
-#define __PYX_NAN() ((float) NAN)
-#else
-static CYTHON_INLINE float __PYX_NAN() {
- float value;
- memset(&value, 0xFF, sizeof(value));
- return value;
-}
-#endif
-#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
-#define __Pyx_truncl trunc
-#else
-#define __Pyx_truncl truncl
-#endif
-
-
-#define __PYX_ERR(f_index, lineno, Ln_error) \
-{ \
- __pyx_filename = __pyx_f[f_index]; __pyx_lineno = lineno; __pyx_clineno = __LINE__; goto Ln_error; \
-}
-
-#if PY_MAJOR_VERSION >= 3
- #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y)
- #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y)
-#else
- #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y)
- #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y)
-#endif
-
-#ifndef __PYX_EXTERN_C
- #ifdef __cplusplus
- #define __PYX_EXTERN_C extern "C"
- #else
- #define __PYX_EXTERN_C extern
- #endif
-#endif
-
-#define __PYX_HAVE__cython_nms
-#define __PYX_HAVE_API__cython_nms
-#include <string.h>
-#include <stdio.h>
-#include <stdlib.h>
-#include "numpy/arrayobject.h"
-#include "numpy/ufuncobject.h"
-#ifdef _OPENMP
-#include <omp.h>
-#endif /* _OPENMP */
-
-#ifdef PYREX_WITHOUT_ASSERTIONS
-#define CYTHON_WITHOUT_ASSERTIONS
-#endif
-
-typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
- const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
-
-#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
-#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
-#define __PYX_DEFAULT_STRING_ENCODING ""
-#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
-#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
-#define __Pyx_uchar_cast(c) ((unsigned char)c)
-#define __Pyx_long_cast(x) ((long)x)
-#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\
- (sizeof(type) < sizeof(Py_ssize_t)) ||\
- (sizeof(type) > sizeof(Py_ssize_t) &&\
- likely(v < (type)PY_SSIZE_T_MAX ||\
- v == (type)PY_SSIZE_T_MAX) &&\
- (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
- v == (type)PY_SSIZE_T_MIN))) ||\
- (sizeof(type) == sizeof(Py_ssize_t) &&\
- (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
- v == (type)PY_SSIZE_T_MAX))) )
-#if defined (__cplusplus) && __cplusplus >= 201103L
- #include <cstdlib>
- #define __Pyx_sst_abs(value) std::abs(value)
-#elif SIZEOF_INT >= SIZEOF_SIZE_T
- #define __Pyx_sst_abs(value) abs(value)
-#elif SIZEOF_LONG >= SIZEOF_SIZE_T
- #define __Pyx_sst_abs(value) labs(value)
-#elif defined (_MSC_VER) && defined (_M_X64)
- #define __Pyx_sst_abs(value) _abs64(value)
-#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
- #define __Pyx_sst_abs(value) llabs(value)
-#elif defined (__GNUC__)
- #define __Pyx_sst_abs(value) __builtin_llabs(value)
-#else
- #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
-#endif
-static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*);
-static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
-#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
-#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
-#define __Pyx_PyBytes_FromString PyBytes_FromString
-#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
-static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
-#if PY_MAJOR_VERSION < 3
- #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString
- #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
-#else
- #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString
- #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
-#endif
-#define __Pyx_PyObject_AsSString(s) ((signed char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s))
-#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s)
-#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s)
-#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s)
-#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s)
-#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
-#if PY_MAJOR_VERSION < 3
-static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
-{
- const Py_UNICODE *u_end = u;
- while (*u_end++) ;
- return (size_t)(u_end - u - 1);
-}
-#else
-#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
-#endif
-#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
-#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
-#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode
-#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
-#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
-#define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False))
-static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
-static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
-static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
-static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
-#if CYTHON_ASSUME_SAFE_MACROS
-#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
-#else
-#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
-#endif
-#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
-#if PY_MAJOR_VERSION >= 3
-#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
-#else
-#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
-#endif
-#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
-#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
-static int __Pyx_sys_getdefaultencoding_not_ascii;
-static int __Pyx_init_sys_getdefaultencoding_params(void) {
- PyObject* sys;
- PyObject* default_encoding = NULL;
- PyObject* ascii_chars_u = NULL;
- PyObject* ascii_chars_b = NULL;
- const char* default_encoding_c;
- sys = PyImport_ImportModule("sys");
- if (!sys) goto bad;
- default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
- Py_DECREF(sys);
- if (!default_encoding) goto bad;
- default_encoding_c = PyBytes_AsString(default_encoding);
- if (!default_encoding_c) goto bad;
- if (strcmp(default_encoding_c, "ascii") == 0) {
- __Pyx_sys_getdefaultencoding_not_ascii = 0;
- } else {
- char ascii_chars[128];
- int c;
- for (c = 0; c < 128; c++) {
- ascii_chars[c] = c;
- }
- __Pyx_sys_getdefaultencoding_not_ascii = 1;
- ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
- if (!ascii_chars_u) goto bad;
- ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
- if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
- PyErr_Format(
- PyExc_ValueError,
- "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
- default_encoding_c);
- goto bad;
- }
- Py_DECREF(ascii_chars_u);
- Py_DECREF(ascii_chars_b);
- }
- Py_DECREF(default_encoding);
- return 0;
-bad:
- Py_XDECREF(default_encoding);
- Py_XDECREF(ascii_chars_u);
- Py_XDECREF(ascii_chars_b);
- return -1;
-}
-#endif
-#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
-#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
-#else
-#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
-#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
-static char* __PYX_DEFAULT_STRING_ENCODING;
-static int __Pyx_init_sys_getdefaultencoding_params(void) {
- PyObject* sys;
- PyObject* default_encoding = NULL;
- char* default_encoding_c;
- sys = PyImport_ImportModule("sys");
- if (!sys) goto bad;
- default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
- Py_DECREF(sys);
- if (!default_encoding) goto bad;
- default_encoding_c = PyBytes_AsString(default_encoding);
- if (!default_encoding_c) goto bad;
- __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c));
- if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
- strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
- Py_DECREF(default_encoding);
- return 0;
-bad:
- Py_XDECREF(default_encoding);
- return -1;
-}
-#endif
-#endif
-
-
-/* Test for GCC > 2.95 */
-#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
- #define likely(x) __builtin_expect(!!(x), 1)
- #define unlikely(x) __builtin_expect(!!(x), 0)
-#else /* !__GNUC__ or GCC < 2.95 */
- #define likely(x) (x)
- #define unlikely(x) (x)
-#endif /* __GNUC__ */
-
-static PyObject *__pyx_m;
-static PyObject *__pyx_d;
-static PyObject *__pyx_b;
-static PyObject *__pyx_empty_tuple;
-static PyObject *__pyx_empty_bytes;
-static PyObject *__pyx_empty_unicode;
-static int __pyx_lineno;
-static int __pyx_clineno = 0;
-static const char * __pyx_cfilenm= __FILE__;
-static const char *__pyx_filename;
-
-/* Header.proto */
-#if !defined(CYTHON_CCOMPLEX)
- #if defined(__cplusplus)
- #define CYTHON_CCOMPLEX 1
- #elif defined(_Complex_I)
- #define CYTHON_CCOMPLEX 1
- #else
- #define CYTHON_CCOMPLEX 0
- #endif
-#endif
-#if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- #include <complex>
- #else
- #include <complex.h>
- #endif
-#endif
-#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
- #undef _Complex_I
- #define _Complex_I 1.0fj
-#endif
-
-
-static const char *__pyx_f[] = {
- "_utils/nms.pyx",
- "__init__.pxd",
- "type.pxd",
-};
-/* BufferFormatStructs.proto */
-#define IS_UNSIGNED(type) (((type) -1) > 0)
-struct __Pyx_StructField_;
-#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
-typedef struct {
- const char* name;
- struct __Pyx_StructField_* fields;
- size_t size;
- size_t arraysize[8];
- int ndim;
- char typegroup;
- char is_unsigned;
- int flags;
-} __Pyx_TypeInfo;
-typedef struct __Pyx_StructField_ {
- __Pyx_TypeInfo* type;
- const char* name;
- size_t offset;
-} __Pyx_StructField;
-typedef struct {
- __Pyx_StructField* field;
- size_t parent_offset;
-} __Pyx_BufFmt_StackElem;
-typedef struct {
- __Pyx_StructField root;
- __Pyx_BufFmt_StackElem* head;
- size_t fmt_offset;
- size_t new_count, enc_count;
- size_t struct_alignment;
- int is_complex;
- char enc_type;
- char new_packmode;
- char enc_packmode;
- char is_valid_array;
-} __Pyx_BufFmt_Context;
-
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":725
- * # 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;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":726
- *
- * 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;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":727
- * ctypedef npy_int8 int8_t
- * ctypedef npy_int16 int16_t
- * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<<
- * ctypedef npy_int64 int64_t
- * #ctypedef npy_int96 int96_t
- */
-typedef npy_int32 __pyx_t_5numpy_int32_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":728
- * ctypedef npy_int16 int16_t
- * ctypedef npy_int32 int32_t
- * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<<
- * #ctypedef npy_int96 int96_t
- * #ctypedef npy_int128 int128_t
- */
-typedef npy_int64 __pyx_t_5numpy_int64_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":732
- * #ctypedef npy_int128 int128_t
- *
- * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<<
- * ctypedef npy_uint16 uint16_t
- * ctypedef npy_uint32 uint32_t
- */
-typedef npy_uint8 __pyx_t_5numpy_uint8_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":733
- *
- * 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;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":734
- * ctypedef npy_uint8 uint8_t
- * ctypedef npy_uint16 uint16_t
- * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<<
- * ctypedef npy_uint64 uint64_t
- * #ctypedef npy_uint96 uint96_t
- */
-typedef npy_uint32 __pyx_t_5numpy_uint32_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":735
- * ctypedef npy_uint16 uint16_t
- * ctypedef npy_uint32 uint32_t
- * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<<
- * #ctypedef npy_uint96 uint96_t
- * #ctypedef npy_uint128 uint128_t
- */
-typedef npy_uint64 __pyx_t_5numpy_uint64_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":739
- * #ctypedef npy_uint128 uint128_t
- *
- * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<<
- * ctypedef npy_float64 float64_t
- * #ctypedef npy_float80 float80_t
- */
-typedef npy_float32 __pyx_t_5numpy_float32_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":740
- *
- * 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;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":749
- * # The int types are mapped a bit surprising --
- * # numpy.int corresponds to 'l' and numpy.long to 'q'
- * ctypedef npy_long int_t # <<<<<<<<<<<<<<
- * ctypedef npy_longlong long_t
- * ctypedef npy_longlong longlong_t
- */
-typedef npy_long __pyx_t_5numpy_int_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":750
- * # numpy.int corresponds to 'l' and numpy.long to 'q'
- * ctypedef npy_long int_t
- * ctypedef npy_longlong long_t # <<<<<<<<<<<<<<
- * ctypedef npy_longlong longlong_t
- *
- */
-typedef npy_longlong __pyx_t_5numpy_long_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":751
- * ctypedef npy_long int_t
- * ctypedef npy_longlong long_t
- * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<<
- *
- * ctypedef npy_ulong uint_t
- */
-typedef npy_longlong __pyx_t_5numpy_longlong_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":753
- * ctypedef npy_longlong longlong_t
- *
- * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<<
- * ctypedef npy_ulonglong ulong_t
- * ctypedef npy_ulonglong ulonglong_t
- */
-typedef npy_ulong __pyx_t_5numpy_uint_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":754
- *
- * ctypedef npy_ulong uint_t
- * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<<
- * ctypedef npy_ulonglong ulonglong_t
- *
- */
-typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":755
- * ctypedef npy_ulong uint_t
- * ctypedef npy_ulonglong ulong_t
- * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<<
- *
- * ctypedef npy_intp intp_t
- */
-typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":757
- * ctypedef npy_ulonglong ulonglong_t
- *
- * ctypedef npy_intp intp_t # <<<<<<<<<<<<<<
- * ctypedef npy_uintp uintp_t
- *
- */
-typedef npy_intp __pyx_t_5numpy_intp_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":758
- *
- * ctypedef npy_intp intp_t
- * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<<
- *
- * ctypedef npy_double float_t
- */
-typedef npy_uintp __pyx_t_5numpy_uintp_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":760
- * 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;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":761
- *
- * ctypedef npy_double float_t
- * ctypedef npy_double double_t # <<<<<<<<<<<<<<
- * ctypedef npy_longdouble longdouble_t
- *
- */
-typedef npy_double __pyx_t_5numpy_double_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":762
- * ctypedef npy_double float_t
- * ctypedef npy_double double_t
- * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<<
- *
- * ctypedef npy_cfloat cfloat_t
- */
-typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
-/* Declarations.proto */
-#if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- typedef ::std::complex< float > __pyx_t_float_complex;
- #else
- typedef float _Complex __pyx_t_float_complex;
- #endif
-#else
- typedef struct { float real, imag; } __pyx_t_float_complex;
-#endif
-static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);
-
-/* Declarations.proto */
-#if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- typedef ::std::complex< double > __pyx_t_double_complex;
- #else
- typedef double _Complex __pyx_t_double_complex;
- #endif
-#else
- typedef struct { double real, imag; } __pyx_t_double_complex;
-#endif
-static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);
-
-
-/*--- Type declarations ---*/
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":764
- * ctypedef npy_longdouble longdouble_t
- *
- * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<<
- * ctypedef npy_cdouble cdouble_t
- * ctypedef npy_clongdouble clongdouble_t
- */
-typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":765
- *
- * ctypedef npy_cfloat cfloat_t
- * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<<
- * ctypedef npy_clongdouble clongdouble_t
- *
- */
-typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":766
- * ctypedef npy_cfloat cfloat_t
- * ctypedef npy_cdouble cdouble_t
- * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<<
- *
- * ctypedef npy_cdouble complex_t
- */
-typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":768
- * ctypedef npy_clongdouble clongdouble_t
- *
- * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<<
- *
- * cdef inline object PyArray_MultiIterNew1(a):
- */
-typedef npy_cdouble __pyx_t_5numpy_complex_t;
-
-/* --- Runtime support code (head) --- */
-/* Refnanny.proto */
-#ifndef CYTHON_REFNANNY
- #define CYTHON_REFNANNY 0
-#endif
-#if CYTHON_REFNANNY
- typedef struct {
- void (*INCREF)(void*, PyObject*, int);
- void (*DECREF)(void*, PyObject*, int);
- void (*GOTREF)(void*, PyObject*, int);
- void (*GIVEREF)(void*, PyObject*, int);
- void* (*SetupContext)(const char*, int, const char*);
- void (*FinishContext)(void**);
- } __Pyx_RefNannyAPIStruct;
- static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
- static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
- #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
-#ifdef WITH_THREAD
- #define __Pyx_RefNannySetupContext(name, acquire_gil)\
- if (acquire_gil) {\
- PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
- __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
- PyGILState_Release(__pyx_gilstate_save);\
- } else {\
- __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__);\
- }
-#else
- #define __Pyx_RefNannySetupContext(name, acquire_gil)\
- __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
-#endif
- #define __Pyx_RefNannyFinishContext()\
- __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
- #define __Pyx_INCREF(r) __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
- #define __Pyx_DECREF(r) __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
- #define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
- #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
- #define __Pyx_XINCREF(r) do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
- #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
- #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
- #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
-#else
- #define __Pyx_RefNannyDeclarations
- #define __Pyx_RefNannySetupContext(name, acquire_gil)
- #define __Pyx_RefNannyFinishContext()
- #define __Pyx_INCREF(r) Py_INCREF(r)
- #define __Pyx_DECREF(r) Py_DECREF(r)
- #define __Pyx_GOTREF(r)
- #define __Pyx_GIVEREF(r)
- #define __Pyx_XINCREF(r) Py_XINCREF(r)
- #define __Pyx_XDECREF(r) Py_XDECREF(r)
- #define __Pyx_XGOTREF(r)
- #define __Pyx_XGIVEREF(r)
-#endif
-#define __Pyx_XDECREF_SET(r, v) do {\
- PyObject *tmp = (PyObject *) r;\
- r = v; __Pyx_XDECREF(tmp);\
- } while (0)
-#define __Pyx_DECREF_SET(r, v) do {\
- PyObject *tmp = (PyObject *) r;\
- r = v; __Pyx_DECREF(tmp);\
- } while (0)
-#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
-#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
-
-/* PyObjectGetAttrStr.proto */
-#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);
-#if PY_MAJOR_VERSION < 3
- if (likely(tp->tp_getattr))
- return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
-#endif
- return PyObject_GetAttr(obj, attr_name);
-}
-#else
-#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
-#endif
-
-/* GetBuiltinName.proto */
-static PyObject *__Pyx_GetBuiltinName(PyObject *name);
-
-/* 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);
-
-/* RaiseDoubleKeywords.proto */
-static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
-
-/* ParseKeywords.proto */
-static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
- PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
- const char* function_name);
-
-/* ArgTypeTest.proto */
-static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
- const char *name, int exact);
-
-/* BufferFormatCheck.proto */
-static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
- __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
-static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
-static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
-static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
- __Pyx_BufFmt_StackElem* stack,
- __Pyx_TypeInfo* type); // PROTO
-
-/* ExtTypeTest.proto */
-static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);
-
-/* PyIntBinop.proto */
-#if !CYTHON_COMPILING_IN_PYPY
-static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
-#else
-#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace)\
- (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
-#endif
-
-/* PyCFunctionFastCall.proto */
-#if CYTHON_FAST_PYCCALL
-static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
-#else
-#define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL)
-#endif
-
-/* PyFunctionFastCall.proto */
-#if CYTHON_FAST_PYCALL
-#define __Pyx_PyFunction_FastCall(func, args, nargs)\
- __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
-#if 1 || PY_VERSION_HEX < 0x030600B1
-static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, int nargs, PyObject *kwargs);
-#else
-#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
-#endif
-#endif
-
-/* PyObjectCall.proto */
-#if CYTHON_COMPILING_IN_CPYTHON
-static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
-#else
-#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
-#endif
-
-/* PyObjectCallMethO.proto */
-#if CYTHON_COMPILING_IN_CPYTHON
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
-#endif
-
-/* PyObjectCallOneArg.proto */
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
-
-/* PyObjectCallNoArg.proto */
-#if CYTHON_COMPILING_IN_CPYTHON
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
-#else
-#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
-#endif
-
-/* GetModuleGlobalName.proto */
-static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);
-
-/* BufferIndexError.proto */
-static void __Pyx_RaiseBufferIndexError(int axis);
-
-#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
-/* ListAppend.proto */
-#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
-static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
- PyListObject* L = (PyListObject*) list;
- Py_ssize_t len = Py_SIZE(list);
- if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
- Py_INCREF(x);
- PyList_SET_ITEM(list, len, x);
- Py_SIZE(list) = len+1;
- return 0;
- }
- return PyList_Append(list, x);
-}
-#else
-#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
-#endif
-
-/* PyThreadStateGet.proto */
-#if CYTHON_FAST_THREAD_STATE
-#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate;
-#define __Pyx_PyThreadState_assign __pyx_tstate = PyThreadState_GET();
-#else
-#define __Pyx_PyThreadState_declare
-#define __Pyx_PyThreadState_assign
-#endif
-
-/* PyErrFetchRestore.proto */
-#if CYTHON_FAST_THREAD_STATE
-#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);
-#else
-#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb)
-#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb)
-#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb)
-#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb)
-#endif
-
-/* RaiseException.proto */
-static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
-
-/* DictGetItem.proto */
-#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
-static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
- PyObject *value;
- value = PyDict_GetItemWithError(d, key);
- if (unlikely(!value)) {
- if (!PyErr_Occurred()) {
- PyObject* args = PyTuple_Pack(1, key);
- if (likely(args))
- PyErr_SetObject(PyExc_KeyError, args);
- Py_XDECREF(args);
- }
- return NULL;
- }
- Py_INCREF(value);
- return value;
-}
-#else
- #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
-#endif
-
-/* RaiseTooManyValuesToUnpack.proto */
-static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
-
-/* RaiseNeedMoreValuesToUnpack.proto */
-static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
-
-/* RaiseNoneIterError.proto */
-static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);
-
-/* 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
-
-/* PyErrExceptionMatches.proto */
-#if CYTHON_FAST_THREAD_STATE
-#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
-static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
-#else
-#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err)
-#endif
-
-/* 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
-
-/* Import.proto */
-static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
-
-/* CodeObjectCache.proto */
-typedef struct {
- PyCodeObject* code_object;
- int code_line;
-} __Pyx_CodeObjectCacheEntry;
-struct __Pyx_CodeObjectCache {
- int count;
- int max_count;
- __Pyx_CodeObjectCacheEntry* entries;
-};
-static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
-static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
-static PyCodeObject *__pyx_find_code_object(int code_line);
-static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
-
-/* AddTraceback.proto */
-static void __Pyx_AddTraceback(const char *funcname, int c_line,
- int py_line, const char *filename);
-
-/* 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;
-
-#if PY_MAJOR_VERSION < 3
- static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
- static void __Pyx_ReleaseBuffer(Py_buffer *view);
-#else
- #define __Pyx_GetBuffer PyObject_GetBuffer
- #define __Pyx_ReleaseBuffer PyBuffer_Release
-#endif
-
-
-/* None.proto */
-static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0};
-static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1};
-
-/* CIntToPy.proto */
-static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
-
-/* CIntToPy.proto */
-static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
-
-/* RealImag.proto */
-#if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- #define __Pyx_CREAL(z) ((z).real())
- #define __Pyx_CIMAG(z) ((z).imag())
- #else
- #define __Pyx_CREAL(z) (__real__(z))
- #define __Pyx_CIMAG(z) (__imag__(z))
- #endif
-#else
- #define __Pyx_CREAL(z) ((z).real)
- #define __Pyx_CIMAG(z) ((z).imag)
-#endif
-#if defined(__cplusplus) && CYTHON_CCOMPLEX\
- && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
- #define __Pyx_SET_CREAL(z,x) ((z).real(x))
- #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
-#else
- #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
- #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
-#endif
-
-/* Arithmetic.proto */
-#if CYTHON_CCOMPLEX
- #define __Pyx_c_eq_float(a, b) ((a)==(b))
- #define __Pyx_c_sum_float(a, b) ((a)+(b))
- #define __Pyx_c_diff_float(a, b) ((a)-(b))
- #define __Pyx_c_prod_float(a, b) ((a)*(b))
- #define __Pyx_c_quot_float(a, b) ((a)/(b))
- #define __Pyx_c_neg_float(a) (-(a))
- #ifdef __cplusplus
- #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
- #define __Pyx_c_conj_float(z) (::std::conj(z))
- #if 1
- #define __Pyx_c_abs_float(z) (::std::abs(z))
- #define __Pyx_c_pow_float(a, b) (::std::pow(a, b))
- #endif
- #else
- #define __Pyx_c_is_zero_float(z) ((z)==0)
- #define __Pyx_c_conj_float(z) (conjf(z))
- #if 1
- #define __Pyx_c_abs_float(z) (cabsf(z))
- #define __Pyx_c_pow_float(a, b) (cpowf(a, b))
- #endif
- #endif
-#else
- static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
- static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
- #if 1
- static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
- #endif
-#endif
-
-/* Arithmetic.proto */
-#if CYTHON_CCOMPLEX
- #define __Pyx_c_eq_double(a, b) ((a)==(b))
- #define __Pyx_c_sum_double(a, b) ((a)+(b))
- #define __Pyx_c_diff_double(a, b) ((a)-(b))
- #define __Pyx_c_prod_double(a, b) ((a)*(b))
- #define __Pyx_c_quot_double(a, b) ((a)/(b))
- #define __Pyx_c_neg_double(a) (-(a))
- #ifdef __cplusplus
- #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
- #define __Pyx_c_conj_double(z) (::std::conj(z))
- #if 1
- #define __Pyx_c_abs_double(z) (::std::abs(z))
- #define __Pyx_c_pow_double(a, b) (::std::pow(a, b))
- #endif
- #else
- #define __Pyx_c_is_zero_double(z) ((z)==0)
- #define __Pyx_c_conj_double(z) (conj(z))
- #if 1
- #define __Pyx_c_abs_double(z) (cabs(z))
- #define __Pyx_c_pow_double(a, b) (cpow(a, b))
- #endif
- #endif
-#else
- static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
- static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
- #if 1
- static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
- #endif
-#endif
-
-/* CIntToPy.proto */
-static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value);
-
-/* CIntFromPy.proto */
-static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
-
-/* CIntFromPy.proto */
-static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
-
-/* CheckBinaryVersion.proto */
-static int __Pyx_check_binary_version(void);
-
-/* PyIdentifierFromString.proto */
-#if !defined(__Pyx_PyIdentifier_FromString)
-#if PY_MAJOR_VERSION < 3
- #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
-#else
- #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
-#endif
-#endif
-
-/* ModuleImport.proto */
-static PyObject *__Pyx_ImportModule(const char *name);
-
-/* TypeImport.proto */
-static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict);
-
-/* InitStrings.proto */
-static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
-
-
-/* Module declarations from 'cpython.buffer' */
-
-/* Module declarations from 'libc.string' */
-
-/* Module declarations from 'libc.stdio' */
-
-/* Module declarations from '__builtin__' */
-
-/* Module declarations from 'cpython.type' */
-static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;
-
-/* Module declarations from 'cpython' */
-
-/* Module declarations from 'cpython.object' */
-
-/* Module declarations from 'cpython.ref' */
-
-/* Module declarations from 'libc.stdlib' */
-
-/* Module declarations from 'numpy' */
-
-/* Module declarations from 'numpy' */
-static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
-static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
-static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
-static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
-static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;
-static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/
-
-/* Module declarations from 'cython_nms' */
-static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_10cython_nms_max(__pyx_t_5numpy_float32_t, __pyx_t_5numpy_float32_t); /*proto*/
-static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_10cython_nms_min(__pyx_t_5numpy_float32_t, __pyx_t_5numpy_float32_t); /*proto*/
-static __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 __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int_t = { "int_t", NULL, sizeof(__pyx_t_5numpy_int_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int_t), 0 };
-#define __Pyx_MODULE_NAME "cython_nms"
-int __pyx_module_is_main_cython_nms = 0;
-
-/* Implementation of 'cython_nms' */
-static PyObject *__pyx_builtin_range;
-static PyObject *__pyx_builtin_ValueError;
-static PyObject *__pyx_builtin_RuntimeError;
-static PyObject *__pyx_builtin_ImportError;
-static const char __pyx_k_h[] = "h";
-static const char __pyx_k_i[] = "_i";
-static const char __pyx_k_j[] = "_j";
-static const char __pyx_k_w[] = "w";
-static const char __pyx_k_np[] = "np";
-static const char __pyx_k_x1[] = "x1";
-static const char __pyx_k_x2[] = "x2";
-static const char __pyx_k_y1[] = "y1";
-static const char __pyx_k_y2[] = "y2";
-static const char __pyx_k_i_2[] = "i";
-static const char __pyx_k_int[] = "int";
-static const char __pyx_k_ix1[] = "ix1";
-static const char __pyx_k_ix2[] = "ix2";
-static const char __pyx_k_iy1[] = "iy1";
-static const char __pyx_k_iy2[] = "iy2";
-static const char __pyx_k_j_2[] = "j";
-static const char __pyx_k_nms[] = "nms";
-static const char __pyx_k_ovr[] = "ovr";
-static const char __pyx_k_xx1[] = "xx1";
-static const char __pyx_k_xx2[] = "xx2";
-static const char __pyx_k_yy1[] = "yy1";
-static const char __pyx_k_yy2[] = "yy2";
-static const char __pyx_k_dets[] = "dets";
-static const char __pyx_k_keep[] = "keep";
-static const char __pyx_k_main[] = "__main__";
-static const char __pyx_k_ovr1[] = "ovr1";
-static const char __pyx_k_ovr2[] = "ovr2";
-static const char __pyx_k_test[] = "__test__";
-static const char __pyx_k_areas[] = "areas";
-static const char __pyx_k_dtype[] = "dtype";
-static const char __pyx_k_iarea[] = "iarea";
-static const char __pyx_k_inter[] = "inter";
-static const char __pyx_k_ndets[] = "ndets";
-static const char __pyx_k_numpy[] = "numpy";
-static const char __pyx_k_order[] = "order";
-static const char __pyx_k_range[] = "range";
-static const char __pyx_k_zeros[] = "zeros";
-static const char __pyx_k_import[] = "__import__";
-static const char __pyx_k_scores[] = "scores";
-static const char __pyx_k_thresh[] = "thresh";
-static const char __pyx_k_argsort[] = "argsort";
-static const char __pyx_k_nms_new[] = "nms_new";
-static const char __pyx_k_ValueError[] = "ValueError";
-static const char __pyx_k_cython_nms[] = "cython_nms";
-static const char __pyx_k_suppressed[] = "suppressed";
-static const char __pyx_k_ImportError[] = "ImportError";
-static const char __pyx_k_RuntimeError[] = "RuntimeError";
-static const char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
-static const char __pyx_k_home_yjr_PycharmProjects_Faster[] = "/home/yjr/PycharmProjects/Faster-RCNN_Tensorflow/libs/box_utils/cython_utils/nms.pyx";
-static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
-static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
-static const char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd";
-static const char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported";
-static const char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous";
-static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
-static const char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short.";
-static PyObject *__pyx_kp_u_Format_string_allocated_too_shor;
-static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2;
-static PyObject *__pyx_n_s_ImportError;
-static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
-static PyObject *__pyx_n_s_RuntimeError;
-static PyObject *__pyx_n_s_ValueError;
-static PyObject *__pyx_n_s_areas;
-static PyObject *__pyx_n_s_argsort;
-static PyObject *__pyx_n_s_cython_nms;
-static PyObject *__pyx_n_s_dets;
-static PyObject *__pyx_n_s_dtype;
-static PyObject *__pyx_n_s_h;
-static PyObject *__pyx_kp_s_home_yjr_PycharmProjects_Faster;
-static PyObject *__pyx_n_s_i;
-static PyObject *__pyx_n_s_i_2;
-static PyObject *__pyx_n_s_iarea;
-static PyObject *__pyx_n_s_import;
-static PyObject *__pyx_n_s_int;
-static PyObject *__pyx_n_s_inter;
-static PyObject *__pyx_n_s_ix1;
-static PyObject *__pyx_n_s_ix2;
-static PyObject *__pyx_n_s_iy1;
-static PyObject *__pyx_n_s_iy2;
-static PyObject *__pyx_n_s_j;
-static PyObject *__pyx_n_s_j_2;
-static PyObject *__pyx_n_s_keep;
-static PyObject *__pyx_n_s_main;
-static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous;
-static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou;
-static PyObject *__pyx_n_s_ndets;
-static PyObject *__pyx_n_s_nms;
-static PyObject *__pyx_n_s_nms_new;
-static PyObject *__pyx_n_s_np;
-static PyObject *__pyx_n_s_numpy;
-static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to;
-static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor;
-static PyObject *__pyx_n_s_order;
-static PyObject *__pyx_n_s_ovr;
-static PyObject *__pyx_n_s_ovr1;
-static PyObject *__pyx_n_s_ovr2;
-static PyObject *__pyx_n_s_range;
-static PyObject *__pyx_n_s_scores;
-static PyObject *__pyx_n_s_suppressed;
-static PyObject *__pyx_n_s_test;
-static PyObject *__pyx_n_s_thresh;
-static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd;
-static PyObject *__pyx_n_s_w;
-static PyObject *__pyx_n_s_x1;
-static PyObject *__pyx_n_s_x2;
-static PyObject *__pyx_n_s_xx1;
-static PyObject *__pyx_n_s_xx2;
-static PyObject *__pyx_n_s_y1;
-static PyObject *__pyx_n_s_y2;
-static PyObject *__pyx_n_s_yy1;
-static PyObject *__pyx_n_s_yy2;
-static PyObject *__pyx_n_s_zeros;
-static PyObject *__pyx_pf_10cython_nms_nms(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dets, PyObject *__pyx_v_thresh); /* proto */
-static PyObject *__pyx_pf_10cython_nms_2nms_new(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dets, PyObject *__pyx_v_thresh); /* proto */
-static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
-static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
-static PyObject *__pyx_float_0_95;
-static PyObject *__pyx_int_0;
-static PyObject *__pyx_int_1;
-static PyObject *__pyx_int_2;
-static PyObject *__pyx_int_3;
-static PyObject *__pyx_int_4;
-static PyObject *__pyx_int_neg_1;
-static PyObject *__pyx_slice_;
-static PyObject *__pyx_slice__3;
-static PyObject *__pyx_slice__5;
-static PyObject *__pyx_slice__7;
-static PyObject *__pyx_slice__9;
-static PyObject *__pyx_tuple__2;
-static PyObject *__pyx_tuple__4;
-static PyObject *__pyx_tuple__6;
-static PyObject *__pyx_tuple__8;
-static PyObject *__pyx_slice__11;
-static PyObject *__pyx_slice__12;
-static PyObject *__pyx_slice__14;
-static PyObject *__pyx_slice__16;
-static PyObject *__pyx_slice__18;
-static PyObject *__pyx_slice__20;
-static PyObject *__pyx_slice__22;
-static PyObject *__pyx_tuple__10;
-static PyObject *__pyx_tuple__13;
-static PyObject *__pyx_tuple__15;
-static PyObject *__pyx_tuple__17;
-static PyObject *__pyx_tuple__19;
-static PyObject *__pyx_tuple__21;
-static PyObject *__pyx_tuple__23;
-static PyObject *__pyx_tuple__24;
-static PyObject *__pyx_tuple__25;
-static PyObject *__pyx_tuple__26;
-static PyObject *__pyx_tuple__27;
-static PyObject *__pyx_tuple__28;
-static PyObject *__pyx_tuple__29;
-static PyObject *__pyx_tuple__30;
-static PyObject *__pyx_tuple__31;
-static PyObject *__pyx_tuple__32;
-static PyObject *__pyx_tuple__34;
-static PyObject *__pyx_codeobj__33;
-static PyObject *__pyx_codeobj__35;
-
-/* "nms.pyx":11
- * cimport numpy as np
- *
- * cdef inline np.float32_t max(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<<
- * return a if a >= b else b
- *
- */
-
-static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_10cython_nms_max(__pyx_t_5numpy_float32_t __pyx_v_a, __pyx_t_5numpy_float32_t __pyx_v_b) {
- __pyx_t_5numpy_float32_t __pyx_r;
- __Pyx_RefNannyDeclarations
- __pyx_t_5numpy_float32_t __pyx_t_1;
- __Pyx_RefNannySetupContext("max", 0);
-
- /* "nms.pyx":12
- *
- * cdef inline np.float32_t max(np.float32_t a, np.float32_t b):
- * return a if a >= b else b # <<<<<<<<<<<<<<
- *
- * cdef inline np.float32_t min(np.float32_t a, np.float32_t b):
- */
- if (((__pyx_v_a >= __pyx_v_b) != 0)) {
- __pyx_t_1 = __pyx_v_a;
- } else {
- __pyx_t_1 = __pyx_v_b;
- }
- __pyx_r = __pyx_t_1;
- goto __pyx_L0;
-
- /* "nms.pyx":11
- * cimport numpy as np
- *
- * cdef inline np.float32_t max(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<<
- * return a if a >= b else b
- *
- */
-
- /* function exit code */
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "nms.pyx":14
- * return a if a >= b else b
- *
- * cdef inline np.float32_t min(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<<
- * return a if a <= b else b
- *
- */
-
-static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_10cython_nms_min(__pyx_t_5numpy_float32_t __pyx_v_a, __pyx_t_5numpy_float32_t __pyx_v_b) {
- __pyx_t_5numpy_float32_t __pyx_r;
- __Pyx_RefNannyDeclarations
- __pyx_t_5numpy_float32_t __pyx_t_1;
- __Pyx_RefNannySetupContext("min", 0);
-
- /* "nms.pyx":15
- *
- * cdef inline np.float32_t min(np.float32_t a, np.float32_t b):
- * return a if a <= b else b # <<<<<<<<<<<<<<
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- */
- if (((__pyx_v_a <= __pyx_v_b) != 0)) {
- __pyx_t_1 = __pyx_v_a;
- } else {
- __pyx_t_1 = __pyx_v_b;
- }
- __pyx_r = __pyx_t_1;
- goto __pyx_L0;
-
- /* "nms.pyx":14
- * return a if a >= b else b
- *
- * cdef inline np.float32_t min(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<<
- * return a if a <= b else b
- *
- */
-
- /* function exit code */
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "nms.pyx":17
- * return a if a <= b else b
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
-
-/* Python wrapper */
-static PyObject *__pyx_pw_10cython_nms_1nms(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
-static PyMethodDef __pyx_mdef_10cython_nms_1nms = {"nms", (PyCFunction)__pyx_pw_10cython_nms_1nms, METH_VARARGS|METH_KEYWORDS, 0};
-static PyObject *__pyx_pw_10cython_nms_1nms(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
- PyArrayObject *__pyx_v_dets = 0;
- PyObject *__pyx_v_thresh = 0;
- PyObject *__pyx_r = 0;
- __Pyx_RefNannyDeclarations
- __Pyx_RefNannySetupContext("nms (wrapper)", 0);
- {
- static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dets,&__pyx_n_s_thresh,0};
- PyObject* values[2] = {0,0};
- if (unlikely(__pyx_kwds)) {
- Py_ssize_t kw_args;
- const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
- switch (pos_args) {
- case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
- case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
- case 0: break;
- default: goto __pyx_L5_argtuple_error;
- }
- kw_args = PyDict_Size(__pyx_kwds);
- switch (pos_args) {
- case 0:
- if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dets)) != 0)) kw_args--;
- else goto __pyx_L5_argtuple_error;
- case 1:
- if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_thresh)) != 0)) kw_args--;
- else {
- __Pyx_RaiseArgtupleInvalid("nms", 1, 2, 2, 1); __PYX_ERR(0, 17, __pyx_L3_error)
- }
- }
- if (unlikely(kw_args > 0)) {
- if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "nms") < 0)) __PYX_ERR(0, 17, __pyx_L3_error)
- }
- } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
- goto __pyx_L5_argtuple_error;
- } else {
- values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
- values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
- }
- __pyx_v_dets = ((PyArrayObject *)values[0]);
- __pyx_v_thresh = ((PyObject*)values[1]);
- }
- goto __pyx_L4_argument_unpacking_done;
- __pyx_L5_argtuple_error:;
- __Pyx_RaiseArgtupleInvalid("nms", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 17, __pyx_L3_error)
- __pyx_L3_error:;
- __Pyx_AddTraceback("cython_nms.nms", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __Pyx_RefNannyFinishContext();
- return NULL;
- __pyx_L4_argument_unpacking_done:;
- if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dets), __pyx_ptype_5numpy_ndarray, 1, "dets", 0))) __PYX_ERR(0, 17, __pyx_L1_error)
- if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_thresh), (&PyFloat_Type), 1, "thresh", 1))) __PYX_ERR(0, 17, __pyx_L1_error)
- __pyx_r = __pyx_pf_10cython_nms_nms(__pyx_self, __pyx_v_dets, __pyx_v_thresh);
-
- /* function exit code */
- goto __pyx_L0;
- __pyx_L1_error:;
- __pyx_r = NULL;
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-static PyObject *__pyx_pf_10cython_nms_nms(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dets, PyObject *__pyx_v_thresh) {
- PyArrayObject *__pyx_v_x1 = 0;
- PyArrayObject *__pyx_v_y1 = 0;
- PyArrayObject *__pyx_v_x2 = 0;
- PyArrayObject *__pyx_v_y2 = 0;
- PyArrayObject *__pyx_v_scores = 0;
- PyArrayObject *__pyx_v_areas = 0;
- PyArrayObject *__pyx_v_order = 0;
- int __pyx_v_ndets;
- PyArrayObject *__pyx_v_suppressed = 0;
- int __pyx_v__i;
- int __pyx_v__j;
- int __pyx_v_i;
- int __pyx_v_j;
- __pyx_t_5numpy_float32_t __pyx_v_ix1;
- __pyx_t_5numpy_float32_t __pyx_v_iy1;
- __pyx_t_5numpy_float32_t __pyx_v_ix2;
- __pyx_t_5numpy_float32_t __pyx_v_iy2;
- __pyx_t_5numpy_float32_t __pyx_v_iarea;
- __pyx_t_5numpy_float32_t __pyx_v_xx1;
- __pyx_t_5numpy_float32_t __pyx_v_yy1;
- __pyx_t_5numpy_float32_t __pyx_v_xx2;
- __pyx_t_5numpy_float32_t __pyx_v_yy2;
- __pyx_t_5numpy_float32_t __pyx_v_w;
- __pyx_t_5numpy_float32_t __pyx_v_h;
- __pyx_t_5numpy_float32_t __pyx_v_inter;
- __pyx_t_5numpy_float32_t __pyx_v_ovr;
- PyObject *__pyx_v_keep = NULL;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_areas;
- __Pyx_Buffer __pyx_pybuffer_areas;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_dets;
- __Pyx_Buffer __pyx_pybuffer_dets;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_order;
- __Pyx_Buffer __pyx_pybuffer_order;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_scores;
- __Pyx_Buffer __pyx_pybuffer_scores;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_suppressed;
- __Pyx_Buffer __pyx_pybuffer_suppressed;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_x1;
- __Pyx_Buffer __pyx_pybuffer_x1;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_x2;
- __Pyx_Buffer __pyx_pybuffer_x2;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_y1;
- __Pyx_Buffer __pyx_pybuffer_y1;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_y2;
- __Pyx_Buffer __pyx_pybuffer_y2;
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- PyArrayObject *__pyx_t_2 = NULL;
- PyArrayObject *__pyx_t_3 = NULL;
- PyArrayObject *__pyx_t_4 = NULL;
- PyArrayObject *__pyx_t_5 = NULL;
- PyArrayObject *__pyx_t_6 = NULL;
- PyObject *__pyx_t_7 = NULL;
- PyObject *__pyx_t_8 = NULL;
- PyArrayObject *__pyx_t_9 = NULL;
- PyArrayObject *__pyx_t_10 = NULL;
- PyObject *__pyx_t_11 = NULL;
- PyObject *__pyx_t_12 = NULL;
- PyArrayObject *__pyx_t_13 = NULL;
- int __pyx_t_14;
- int __pyx_t_15;
- Py_ssize_t __pyx_t_16;
- int __pyx_t_17;
- Py_ssize_t __pyx_t_18;
- int __pyx_t_19;
- int __pyx_t_20;
- Py_ssize_t __pyx_t_21;
- Py_ssize_t __pyx_t_22;
- Py_ssize_t __pyx_t_23;
- Py_ssize_t __pyx_t_24;
- Py_ssize_t __pyx_t_25;
- int __pyx_t_26;
- Py_ssize_t __pyx_t_27;
- int __pyx_t_28;
- Py_ssize_t __pyx_t_29;
- Py_ssize_t __pyx_t_30;
- Py_ssize_t __pyx_t_31;
- Py_ssize_t __pyx_t_32;
- Py_ssize_t __pyx_t_33;
- Py_ssize_t __pyx_t_34;
- __pyx_t_5numpy_float32_t __pyx_t_35;
- Py_ssize_t __pyx_t_36;
- __Pyx_RefNannySetupContext("nms", 0);
- __pyx_pybuffer_x1.pybuffer.buf = NULL;
- __pyx_pybuffer_x1.refcount = 0;
- __pyx_pybuffernd_x1.data = NULL;
- __pyx_pybuffernd_x1.rcbuffer = &__pyx_pybuffer_x1;
- __pyx_pybuffer_y1.pybuffer.buf = NULL;
- __pyx_pybuffer_y1.refcount = 0;
- __pyx_pybuffernd_y1.data = NULL;
- __pyx_pybuffernd_y1.rcbuffer = &__pyx_pybuffer_y1;
- __pyx_pybuffer_x2.pybuffer.buf = NULL;
- __pyx_pybuffer_x2.refcount = 0;
- __pyx_pybuffernd_x2.data = NULL;
- __pyx_pybuffernd_x2.rcbuffer = &__pyx_pybuffer_x2;
- __pyx_pybuffer_y2.pybuffer.buf = NULL;
- __pyx_pybuffer_y2.refcount = 0;
- __pyx_pybuffernd_y2.data = NULL;
- __pyx_pybuffernd_y2.rcbuffer = &__pyx_pybuffer_y2;
- __pyx_pybuffer_scores.pybuffer.buf = NULL;
- __pyx_pybuffer_scores.refcount = 0;
- __pyx_pybuffernd_scores.data = NULL;
- __pyx_pybuffernd_scores.rcbuffer = &__pyx_pybuffer_scores;
- __pyx_pybuffer_areas.pybuffer.buf = NULL;
- __pyx_pybuffer_areas.refcount = 0;
- __pyx_pybuffernd_areas.data = NULL;
- __pyx_pybuffernd_areas.rcbuffer = &__pyx_pybuffer_areas;
- __pyx_pybuffer_order.pybuffer.buf = NULL;
- __pyx_pybuffer_order.refcount = 0;
- __pyx_pybuffernd_order.data = NULL;
- __pyx_pybuffernd_order.rcbuffer = &__pyx_pybuffer_order;
- __pyx_pybuffer_suppressed.pybuffer.buf = NULL;
- __pyx_pybuffer_suppressed.refcount = 0;
- __pyx_pybuffernd_suppressed.data = NULL;
- __pyx_pybuffernd_suppressed.rcbuffer = &__pyx_pybuffer_suppressed;
- __pyx_pybuffer_dets.pybuffer.buf = NULL;
- __pyx_pybuffer_dets.refcount = 0;
- __pyx_pybuffernd_dets.data = NULL;
- __pyx_pybuffernd_dets.rcbuffer = &__pyx_pybuffer_dets;
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_dets.rcbuffer->pybuffer, (PyObject*)__pyx_v_dets, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 17, __pyx_L1_error)
- }
- __pyx_pybuffernd_dets.diminfo[0].strides = __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_dets.diminfo[0].shape = __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_dets.diminfo[1].strides = __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_dets.diminfo[1].shape = __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[1];
-
- /* "nms.pyx":18
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 18, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 18, __pyx_L1_error)
- __pyx_t_2 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_x1.rcbuffer->pybuffer, (PyObject*)__pyx_t_2, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_x1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 18, __pyx_L1_error)
- } else {__pyx_pybuffernd_x1.diminfo[0].strides = __pyx_pybuffernd_x1.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_x1.diminfo[0].shape = __pyx_pybuffernd_x1.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_2 = 0;
- __pyx_v_x1 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":19
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 19, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 19, __pyx_L1_error)
- __pyx_t_3 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y1.rcbuffer->pybuffer, (PyObject*)__pyx_t_3, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_y1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 19, __pyx_L1_error)
- } else {__pyx_pybuffernd_y1.diminfo[0].strides = __pyx_pybuffernd_y1.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y1.diminfo[0].shape = __pyx_pybuffernd_y1.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_3 = 0;
- __pyx_v_y1 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":20
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__6); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 20, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 20, __pyx_L1_error)
- __pyx_t_4 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_x2.rcbuffer->pybuffer, (PyObject*)__pyx_t_4, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_x2 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 20, __pyx_L1_error)
- } else {__pyx_pybuffernd_x2.diminfo[0].strides = __pyx_pybuffernd_x2.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_x2.diminfo[0].shape = __pyx_pybuffernd_x2.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_4 = 0;
- __pyx_v_x2 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":21
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- *
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 21, __pyx_L1_error)
- __pyx_t_5 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y2.rcbuffer->pybuffer, (PyObject*)__pyx_t_5, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_y2 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 21, __pyx_L1_error)
- } else {__pyx_pybuffernd_y2.diminfo[0].strides = __pyx_pybuffernd_y2.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y2.diminfo[0].shape = __pyx_pybuffernd_y2.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_5 = 0;
- __pyx_v_y2 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":22
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # <<<<<<<<<<<<<<
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__10); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 22, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 22, __pyx_L1_error)
- __pyx_t_6 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_scores.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_scores = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_scores.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 22, __pyx_L1_error)
- } else {__pyx_pybuffernd_scores.diminfo[0].strides = __pyx_pybuffernd_scores.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_scores.diminfo[0].shape = __pyx_pybuffernd_scores.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_6 = 0;
- __pyx_v_scores = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":24
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1]
- *
- */
- __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_x2), ((PyObject *)__pyx_v_x1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 24, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_7);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_y2), ((PyObject *)__pyx_v_y1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_t_8 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 24, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __pyx_t_1 = PyNumber_Multiply(__pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 24, __pyx_L1_error)
- __pyx_t_9 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_areas.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_areas = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 24, __pyx_L1_error)
- } else {__pyx_pybuffernd_areas.diminfo[0].strides = __pyx_pybuffernd_areas.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_areas.diminfo[0].shape = __pyx_pybuffernd_areas.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_9 = 0;
- __pyx_v_areas = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":25
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] # <<<<<<<<<<<<<<
- *
- * cdef int ndets = dets.shape[0]
- */
- __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_scores), __pyx_n_s_argsort); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 25, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_7 = NULL;
- if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
- __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8);
- if (likely(__pyx_t_7)) {
- PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
- __Pyx_INCREF(__pyx_t_7);
- __Pyx_INCREF(function);
- __Pyx_DECREF_SET(__pyx_t_8, function);
- }
- }
- if (__pyx_t_7) {
- __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
- } else {
- __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error)
- }
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __pyx_t_8 = PyObject_GetItem(__pyx_t_1, __pyx_slice__11); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 25, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 25, __pyx_L1_error)
- __pyx_t_10 = ((PyArrayObject *)__pyx_t_8);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_order.rcbuffer->pybuffer, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_order = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_order.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 25, __pyx_L1_error)
- } else {__pyx_pybuffernd_order.diminfo[0].strides = __pyx_pybuffernd_order.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_order.diminfo[0].shape = __pyx_pybuffernd_order.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_10 = 0;
- __pyx_v_order = ((PyArrayObject *)__pyx_t_8);
- __pyx_t_8 = 0;
-
- /* "nms.pyx":27
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1]
- *
- * cdef int ndets = dets.shape[0] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.int_t, ndim=1] suppressed = \
- * np.zeros((ndets), dtype=np.int)
- */
- __pyx_v_ndets = (__pyx_v_dets->dimensions[0]);
-
- /* "nms.pyx":29
- * cdef int ndets = dets.shape[0]
- * cdef np.ndarray[np.int_t, ndim=1] suppressed = \
- * np.zeros((ndets), dtype=np.int) # <<<<<<<<<<<<<<
- *
- * # nominal indices
- */
- __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_zeros); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __pyx_t_8 = __Pyx_PyInt_From_int(__pyx_v_ndets); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_7);
- __Pyx_GIVEREF(__pyx_t_8);
- PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_8);
- __pyx_t_8 = 0;
- __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_11);
- __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_int); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
- if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_t_12) < 0) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
- __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 29, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (!(likely(((__pyx_t_12) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 29, __pyx_L1_error)
- __pyx_t_13 = ((PyArrayObject *)__pyx_t_12);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer, (PyObject*)__pyx_t_13, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_suppressed = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 28, __pyx_L1_error)
- } else {__pyx_pybuffernd_suppressed.diminfo[0].strides = __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_suppressed.diminfo[0].shape = __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_13 = 0;
- __pyx_v_suppressed = ((PyArrayObject *)__pyx_t_12);
- __pyx_t_12 = 0;
-
- /* "nms.pyx":42
- * cdef np.float32_t inter, ovr
- *
- * keep = [] # <<<<<<<<<<<<<<
- * for _i in range(ndets):
- * i = order[_i]
- */
- __pyx_t_12 = PyList_New(0); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 42, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __pyx_v_keep = ((PyObject*)__pyx_t_12);
- __pyx_t_12 = 0;
-
- /* "nms.pyx":43
- *
- * keep = []
- * for _i in range(ndets): # <<<<<<<<<<<<<<
- * i = order[_i]
- * if suppressed[i] == 1:
- */
- __pyx_t_14 = __pyx_v_ndets;
- for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
- __pyx_v__i = __pyx_t_15;
-
- /* "nms.pyx":44
- * keep = []
- * for _i in range(ndets):
- * i = order[_i] # <<<<<<<<<<<<<<
- * if suppressed[i] == 1:
- * continue
- */
- __pyx_t_16 = __pyx_v__i;
- __pyx_t_17 = -1;
- if (__pyx_t_16 < 0) {
- __pyx_t_16 += __pyx_pybuffernd_order.diminfo[0].shape;
- if (unlikely(__pyx_t_16 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_order.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 44, __pyx_L1_error)
- }
- __pyx_v_i = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_order.diminfo[0].strides));
-
- /* "nms.pyx":45
- * for _i in range(ndets):
- * i = order[_i]
- * if suppressed[i] == 1: # <<<<<<<<<<<<<<
- * continue
- * keep.append(i)
- */
- __pyx_t_18 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_18 < 0) {
- __pyx_t_18 += __pyx_pybuffernd_suppressed.diminfo[0].shape;
- if (unlikely(__pyx_t_18 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 45, __pyx_L1_error)
- }
- __pyx_t_19 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0);
- if (__pyx_t_19) {
-
- /* "nms.pyx":46
- * i = order[_i]
- * if suppressed[i] == 1:
- * continue # <<<<<<<<<<<<<<
- * keep.append(i)
- * ix1 = x1[i]
- */
- goto __pyx_L3_continue;
-
- /* "nms.pyx":45
- * for _i in range(ndets):
- * i = order[_i]
- * if suppressed[i] == 1: # <<<<<<<<<<<<<<
- * continue
- * keep.append(i)
- */
- }
-
- /* "nms.pyx":47
- * if suppressed[i] == 1:
- * continue
- * keep.append(i) # <<<<<<<<<<<<<<
- * ix1 = x1[i]
- * iy1 = y1[i]
- */
- __pyx_t_12 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 47, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __pyx_t_20 = __Pyx_PyList_Append(__pyx_v_keep, __pyx_t_12); if (unlikely(__pyx_t_20 == -1)) __PYX_ERR(0, 47, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
-
- /* "nms.pyx":48
- * continue
- * keep.append(i)
- * ix1 = x1[i] # <<<<<<<<<<<<<<
- * iy1 = y1[i]
- * ix2 = x2[i]
- */
- __pyx_t_21 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_21 < 0) {
- __pyx_t_21 += __pyx_pybuffernd_x1.diminfo[0].shape;
- if (unlikely(__pyx_t_21 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_21 >= __pyx_pybuffernd_x1.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 48, __pyx_L1_error)
- }
- __pyx_v_ix1 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_x1.diminfo[0].strides));
-
- /* "nms.pyx":49
- * keep.append(i)
- * ix1 = x1[i]
- * iy1 = y1[i] # <<<<<<<<<<<<<<
- * ix2 = x2[i]
- * iy2 = y2[i]
- */
- __pyx_t_22 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_22 < 0) {
- __pyx_t_22 += __pyx_pybuffernd_y1.diminfo[0].shape;
- if (unlikely(__pyx_t_22 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_22 >= __pyx_pybuffernd_y1.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 49, __pyx_L1_error)
- }
- __pyx_v_iy1 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_y1.diminfo[0].strides));
-
- /* "nms.pyx":50
- * ix1 = x1[i]
- * iy1 = y1[i]
- * ix2 = x2[i] # <<<<<<<<<<<<<<
- * iy2 = y2[i]
- * iarea = areas[i]
- */
- __pyx_t_23 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_23 < 0) {
- __pyx_t_23 += __pyx_pybuffernd_x2.diminfo[0].shape;
- if (unlikely(__pyx_t_23 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_23 >= __pyx_pybuffernd_x2.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 50, __pyx_L1_error)
- }
- __pyx_v_ix2 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_x2.diminfo[0].strides));
-
- /* "nms.pyx":51
- * iy1 = y1[i]
- * ix2 = x2[i]
- * iy2 = y2[i] # <<<<<<<<<<<<<<
- * iarea = areas[i]
- * for _j in range(_i + 1, ndets):
- */
- __pyx_t_24 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_24 < 0) {
- __pyx_t_24 += __pyx_pybuffernd_y2.diminfo[0].shape;
- if (unlikely(__pyx_t_24 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_24 >= __pyx_pybuffernd_y2.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 51, __pyx_L1_error)
- }
- __pyx_v_iy2 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_y2.diminfo[0].strides));
-
- /* "nms.pyx":52
- * ix2 = x2[i]
- * iy2 = y2[i]
- * iarea = areas[i] # <<<<<<<<<<<<<<
- * for _j in range(_i + 1, ndets):
- * j = order[_j]
- */
- __pyx_t_25 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_25 < 0) {
- __pyx_t_25 += __pyx_pybuffernd_areas.diminfo[0].shape;
- if (unlikely(__pyx_t_25 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_25 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 52, __pyx_L1_error)
- }
- __pyx_v_iarea = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_25, __pyx_pybuffernd_areas.diminfo[0].strides));
-
- /* "nms.pyx":53
- * iy2 = y2[i]
- * iarea = areas[i]
- * for _j in range(_i + 1, ndets): # <<<<<<<<<<<<<<
- * j = order[_j]
- * if suppressed[j] == 1:
- */
- __pyx_t_17 = __pyx_v_ndets;
- for (__pyx_t_26 = (__pyx_v__i + 1); __pyx_t_26 < __pyx_t_17; __pyx_t_26+=1) {
- __pyx_v__j = __pyx_t_26;
-
- /* "nms.pyx":54
- * iarea = areas[i]
- * for _j in range(_i + 1, ndets):
- * j = order[_j] # <<<<<<<<<<<<<<
- * if suppressed[j] == 1:
- * continue
- */
- __pyx_t_27 = __pyx_v__j;
- __pyx_t_28 = -1;
- if (__pyx_t_27 < 0) {
- __pyx_t_27 += __pyx_pybuffernd_order.diminfo[0].shape;
- if (unlikely(__pyx_t_27 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_order.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 54, __pyx_L1_error)
- }
- __pyx_v_j = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, __pyx_t_27, __pyx_pybuffernd_order.diminfo[0].strides));
-
- /* "nms.pyx":55
- * for _j in range(_i + 1, ndets):
- * j = order[_j]
- * if suppressed[j] == 1: # <<<<<<<<<<<<<<
- * continue
- * xx1 = max(ix1, x1[j])
- */
- __pyx_t_29 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_29 < 0) {
- __pyx_t_29 += __pyx_pybuffernd_suppressed.diminfo[0].shape;
- if (unlikely(__pyx_t_29 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_29 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 55, __pyx_L1_error)
- }
- __pyx_t_19 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_29, __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0);
- if (__pyx_t_19) {
-
- /* "nms.pyx":56
- * j = order[_j]
- * if suppressed[j] == 1:
- * continue # <<<<<<<<<<<<<<
- * xx1 = max(ix1, x1[j])
- * yy1 = max(iy1, y1[j])
- */
- goto __pyx_L6_continue;
-
- /* "nms.pyx":55
- * for _j in range(_i + 1, ndets):
- * j = order[_j]
- * if suppressed[j] == 1: # <<<<<<<<<<<<<<
- * continue
- * xx1 = max(ix1, x1[j])
- */
- }
-
- /* "nms.pyx":57
- * if suppressed[j] == 1:
- * continue
- * xx1 = max(ix1, x1[j]) # <<<<<<<<<<<<<<
- * yy1 = max(iy1, y1[j])
- * xx2 = min(ix2, x2[j])
- */
- __pyx_t_30 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_30 < 0) {
- __pyx_t_30 += __pyx_pybuffernd_x1.diminfo[0].shape;
- if (unlikely(__pyx_t_30 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_30 >= __pyx_pybuffernd_x1.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 57, __pyx_L1_error)
- }
- __pyx_v_xx1 = __pyx_f_10cython_nms_max(__pyx_v_ix1, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, __pyx_t_30, __pyx_pybuffernd_x1.diminfo[0].strides)));
-
- /* "nms.pyx":58
- * continue
- * xx1 = max(ix1, x1[j])
- * yy1 = max(iy1, y1[j]) # <<<<<<<<<<<<<<
- * xx2 = min(ix2, x2[j])
- * yy2 = min(iy2, y2[j])
- */
- __pyx_t_31 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_31 < 0) {
- __pyx_t_31 += __pyx_pybuffernd_y1.diminfo[0].shape;
- if (unlikely(__pyx_t_31 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_31 >= __pyx_pybuffernd_y1.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 58, __pyx_L1_error)
- }
- __pyx_v_yy1 = __pyx_f_10cython_nms_max(__pyx_v_iy1, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, __pyx_t_31, __pyx_pybuffernd_y1.diminfo[0].strides)));
-
- /* "nms.pyx":59
- * xx1 = max(ix1, x1[j])
- * yy1 = max(iy1, y1[j])
- * xx2 = min(ix2, x2[j]) # <<<<<<<<<<<<<<
- * yy2 = min(iy2, y2[j])
- * w = max(0.0, xx2 - xx1 + 1)
- */
- __pyx_t_32 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_32 < 0) {
- __pyx_t_32 += __pyx_pybuffernd_x2.diminfo[0].shape;
- if (unlikely(__pyx_t_32 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_32 >= __pyx_pybuffernd_x2.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 59, __pyx_L1_error)
- }
- __pyx_v_xx2 = __pyx_f_10cython_nms_min(__pyx_v_ix2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, __pyx_t_32, __pyx_pybuffernd_x2.diminfo[0].strides)));
-
- /* "nms.pyx":60
- * yy1 = max(iy1, y1[j])
- * xx2 = min(ix2, x2[j])
- * yy2 = min(iy2, y2[j]) # <<<<<<<<<<<<<<
- * w = max(0.0, xx2 - xx1 + 1)
- * h = max(0.0, yy2 - yy1 + 1)
- */
- __pyx_t_33 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_33 < 0) {
- __pyx_t_33 += __pyx_pybuffernd_y2.diminfo[0].shape;
- if (unlikely(__pyx_t_33 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_33 >= __pyx_pybuffernd_y2.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 60, __pyx_L1_error)
- }
- __pyx_v_yy2 = __pyx_f_10cython_nms_min(__pyx_v_iy2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, __pyx_t_33, __pyx_pybuffernd_y2.diminfo[0].strides)));
-
- /* "nms.pyx":61
- * xx2 = min(ix2, x2[j])
- * yy2 = min(iy2, y2[j])
- * w = max(0.0, xx2 - xx1 + 1) # <<<<<<<<<<<<<<
- * h = max(0.0, yy2 - yy1 + 1)
- * inter = w * h
- */
- __pyx_v_w = __pyx_f_10cython_nms_max(0.0, ((__pyx_v_xx2 - __pyx_v_xx1) + 1.0));
-
- /* "nms.pyx":62
- * yy2 = min(iy2, y2[j])
- * w = max(0.0, xx2 - xx1 + 1)
- * h = max(0.0, yy2 - yy1 + 1) # <<<<<<<<<<<<<<
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter)
- */
- __pyx_v_h = __pyx_f_10cython_nms_max(0.0, ((__pyx_v_yy2 - __pyx_v_yy1) + 1.0));
-
- /* "nms.pyx":63
- * w = max(0.0, xx2 - xx1 + 1)
- * h = max(0.0, yy2 - yy1 + 1)
- * inter = w * h # <<<<<<<<<<<<<<
- * ovr = inter / (iarea + areas[j] - inter)
- * if ovr >= thresh:
- */
- __pyx_v_inter = (__pyx_v_w * __pyx_v_h);
-
- /* "nms.pyx":64
- * h = max(0.0, yy2 - yy1 + 1)
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter) # <<<<<<<<<<<<<<
- * if ovr >= thresh:
- * suppressed[j] = 1
- */
- __pyx_t_34 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_34 < 0) {
- __pyx_t_34 += __pyx_pybuffernd_areas.diminfo[0].shape;
- if (unlikely(__pyx_t_34 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_34 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 64, __pyx_L1_error)
- }
- __pyx_t_35 = ((__pyx_v_iarea + (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_34, __pyx_pybuffernd_areas.diminfo[0].strides))) - __pyx_v_inter);
- if (unlikely(__pyx_t_35 == 0)) {
- PyErr_SetString(PyExc_ZeroDivisionError, "float division");
- __PYX_ERR(0, 64, __pyx_L1_error)
- }
- __pyx_v_ovr = (__pyx_v_inter / __pyx_t_35);
-
- /* "nms.pyx":65
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter)
- * if ovr >= thresh: # <<<<<<<<<<<<<<
- * suppressed[j] = 1
- *
- */
- __pyx_t_12 = PyFloat_FromDouble(__pyx_v_ovr); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 65, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __pyx_t_8 = PyObject_RichCompare(__pyx_t_12, __pyx_v_thresh, Py_GE); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 65, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
- __pyx_t_19 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_19 < 0)) __PYX_ERR(0, 65, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (__pyx_t_19) {
-
- /* "nms.pyx":66
- * ovr = inter / (iarea + areas[j] - inter)
- * if ovr >= thresh:
- * suppressed[j] = 1 # <<<<<<<<<<<<<<
- *
- * return keep
- */
- __pyx_t_36 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_36 < 0) {
- __pyx_t_36 += __pyx_pybuffernd_suppressed.diminfo[0].shape;
- if (unlikely(__pyx_t_36 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_36 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 66, __pyx_L1_error)
- }
- *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_36, __pyx_pybuffernd_suppressed.diminfo[0].strides) = 1;
-
- /* "nms.pyx":65
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter)
- * if ovr >= thresh: # <<<<<<<<<<<<<<
- * suppressed[j] = 1
- *
- */
- }
- __pyx_L6_continue:;
- }
- __pyx_L3_continue:;
- }
-
- /* "nms.pyx":68
- * suppressed[j] = 1
- *
- * return keep # <<<<<<<<<<<<<<
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- */
- __Pyx_XDECREF(__pyx_r);
- __Pyx_INCREF(__pyx_v_keep);
- __pyx_r = __pyx_v_keep;
- goto __pyx_L0;
-
- /* "nms.pyx":17
- * return a if a <= b else b
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_XDECREF(__pyx_t_7);
- __Pyx_XDECREF(__pyx_t_8);
- __Pyx_XDECREF(__pyx_t_11);
- __Pyx_XDECREF(__pyx_t_12);
- { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
- __Pyx_PyThreadState_declare
- __Pyx_PyThreadState_assign
- __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer);
- __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
- __Pyx_AddTraceback("cython_nms.nms", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = NULL;
- goto __pyx_L2;
- __pyx_L0:;
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer);
- __pyx_L2:;
- __Pyx_XDECREF((PyObject *)__pyx_v_x1);
- __Pyx_XDECREF((PyObject *)__pyx_v_y1);
- __Pyx_XDECREF((PyObject *)__pyx_v_x2);
- __Pyx_XDECREF((PyObject *)__pyx_v_y2);
- __Pyx_XDECREF((PyObject *)__pyx_v_scores);
- __Pyx_XDECREF((PyObject *)__pyx_v_areas);
- __Pyx_XDECREF((PyObject *)__pyx_v_order);
- __Pyx_XDECREF((PyObject *)__pyx_v_suppressed);
- __Pyx_XDECREF(__pyx_v_keep);
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "nms.pyx":70
- * return keep
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
-
-/* Python wrapper */
-static PyObject *__pyx_pw_10cython_nms_3nms_new(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
-static PyMethodDef __pyx_mdef_10cython_nms_3nms_new = {"nms_new", (PyCFunction)__pyx_pw_10cython_nms_3nms_new, METH_VARARGS|METH_KEYWORDS, 0};
-static PyObject *__pyx_pw_10cython_nms_3nms_new(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
- PyArrayObject *__pyx_v_dets = 0;
- PyObject *__pyx_v_thresh = 0;
- PyObject *__pyx_r = 0;
- __Pyx_RefNannyDeclarations
- __Pyx_RefNannySetupContext("nms_new (wrapper)", 0);
- {
- static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dets,&__pyx_n_s_thresh,0};
- PyObject* values[2] = {0,0};
- if (unlikely(__pyx_kwds)) {
- Py_ssize_t kw_args;
- const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
- switch (pos_args) {
- case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
- case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
- case 0: break;
- default: goto __pyx_L5_argtuple_error;
- }
- kw_args = PyDict_Size(__pyx_kwds);
- switch (pos_args) {
- case 0:
- if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dets)) != 0)) kw_args--;
- else goto __pyx_L5_argtuple_error;
- case 1:
- if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_thresh)) != 0)) kw_args--;
- else {
- __Pyx_RaiseArgtupleInvalid("nms_new", 1, 2, 2, 1); __PYX_ERR(0, 70, __pyx_L3_error)
- }
- }
- if (unlikely(kw_args > 0)) {
- if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "nms_new") < 0)) __PYX_ERR(0, 70, __pyx_L3_error)
- }
- } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
- goto __pyx_L5_argtuple_error;
- } else {
- values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
- values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
- }
- __pyx_v_dets = ((PyArrayObject *)values[0]);
- __pyx_v_thresh = ((PyObject*)values[1]);
- }
- goto __pyx_L4_argument_unpacking_done;
- __pyx_L5_argtuple_error:;
- __Pyx_RaiseArgtupleInvalid("nms_new", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 70, __pyx_L3_error)
- __pyx_L3_error:;
- __Pyx_AddTraceback("cython_nms.nms_new", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __Pyx_RefNannyFinishContext();
- return NULL;
- __pyx_L4_argument_unpacking_done:;
- if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dets), __pyx_ptype_5numpy_ndarray, 1, "dets", 0))) __PYX_ERR(0, 70, __pyx_L1_error)
- if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_thresh), (&PyFloat_Type), 1, "thresh", 1))) __PYX_ERR(0, 70, __pyx_L1_error)
- __pyx_r = __pyx_pf_10cython_nms_2nms_new(__pyx_self, __pyx_v_dets, __pyx_v_thresh);
-
- /* function exit code */
- goto __pyx_L0;
- __pyx_L1_error:;
- __pyx_r = NULL;
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-static PyObject *__pyx_pf_10cython_nms_2nms_new(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dets, PyObject *__pyx_v_thresh) {
- PyArrayObject *__pyx_v_x1 = 0;
- PyArrayObject *__pyx_v_y1 = 0;
- PyArrayObject *__pyx_v_x2 = 0;
- PyArrayObject *__pyx_v_y2 = 0;
- PyArrayObject *__pyx_v_scores = 0;
- PyArrayObject *__pyx_v_areas = 0;
- PyArrayObject *__pyx_v_order = 0;
- int __pyx_v_ndets;
- PyArrayObject *__pyx_v_suppressed = 0;
- int __pyx_v__i;
- int __pyx_v__j;
- int __pyx_v_i;
- int __pyx_v_j;
- __pyx_t_5numpy_float32_t __pyx_v_ix1;
- __pyx_t_5numpy_float32_t __pyx_v_iy1;
- __pyx_t_5numpy_float32_t __pyx_v_ix2;
- __pyx_t_5numpy_float32_t __pyx_v_iy2;
- __pyx_t_5numpy_float32_t __pyx_v_iarea;
- __pyx_t_5numpy_float32_t __pyx_v_xx1;
- __pyx_t_5numpy_float32_t __pyx_v_yy1;
- __pyx_t_5numpy_float32_t __pyx_v_xx2;
- __pyx_t_5numpy_float32_t __pyx_v_yy2;
- __pyx_t_5numpy_float32_t __pyx_v_w;
- __pyx_t_5numpy_float32_t __pyx_v_h;
- __pyx_t_5numpy_float32_t __pyx_v_inter;
- __pyx_t_5numpy_float32_t __pyx_v_ovr;
- PyObject *__pyx_v_keep = NULL;
- PyObject *__pyx_v_ovr1 = NULL;
- PyObject *__pyx_v_ovr2 = NULL;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_areas;
- __Pyx_Buffer __pyx_pybuffer_areas;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_dets;
- __Pyx_Buffer __pyx_pybuffer_dets;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_order;
- __Pyx_Buffer __pyx_pybuffer_order;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_scores;
- __Pyx_Buffer __pyx_pybuffer_scores;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_suppressed;
- __Pyx_Buffer __pyx_pybuffer_suppressed;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_x1;
- __Pyx_Buffer __pyx_pybuffer_x1;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_x2;
- __Pyx_Buffer __pyx_pybuffer_x2;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_y1;
- __Pyx_Buffer __pyx_pybuffer_y1;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_y2;
- __Pyx_Buffer __pyx_pybuffer_y2;
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- PyArrayObject *__pyx_t_2 = NULL;
- PyArrayObject *__pyx_t_3 = NULL;
- PyArrayObject *__pyx_t_4 = NULL;
- PyArrayObject *__pyx_t_5 = NULL;
- PyArrayObject *__pyx_t_6 = NULL;
- PyObject *__pyx_t_7 = NULL;
- PyObject *__pyx_t_8 = NULL;
- PyArrayObject *__pyx_t_9 = NULL;
- PyArrayObject *__pyx_t_10 = NULL;
- PyObject *__pyx_t_11 = NULL;
- PyObject *__pyx_t_12 = NULL;
- PyArrayObject *__pyx_t_13 = NULL;
- int __pyx_t_14;
- int __pyx_t_15;
- Py_ssize_t __pyx_t_16;
- int __pyx_t_17;
- Py_ssize_t __pyx_t_18;
- int __pyx_t_19;
- int __pyx_t_20;
- Py_ssize_t __pyx_t_21;
- Py_ssize_t __pyx_t_22;
- Py_ssize_t __pyx_t_23;
- Py_ssize_t __pyx_t_24;
- Py_ssize_t __pyx_t_25;
- int __pyx_t_26;
- Py_ssize_t __pyx_t_27;
- int __pyx_t_28;
- Py_ssize_t __pyx_t_29;
- Py_ssize_t __pyx_t_30;
- Py_ssize_t __pyx_t_31;
- Py_ssize_t __pyx_t_32;
- Py_ssize_t __pyx_t_33;
- Py_ssize_t __pyx_t_34;
- __pyx_t_5numpy_float32_t __pyx_t_35;
- Py_ssize_t __pyx_t_36;
- int __pyx_t_37;
- Py_ssize_t __pyx_t_38;
- __Pyx_RefNannySetupContext("nms_new", 0);
- __pyx_pybuffer_x1.pybuffer.buf = NULL;
- __pyx_pybuffer_x1.refcount = 0;
- __pyx_pybuffernd_x1.data = NULL;
- __pyx_pybuffernd_x1.rcbuffer = &__pyx_pybuffer_x1;
- __pyx_pybuffer_y1.pybuffer.buf = NULL;
- __pyx_pybuffer_y1.refcount = 0;
- __pyx_pybuffernd_y1.data = NULL;
- __pyx_pybuffernd_y1.rcbuffer = &__pyx_pybuffer_y1;
- __pyx_pybuffer_x2.pybuffer.buf = NULL;
- __pyx_pybuffer_x2.refcount = 0;
- __pyx_pybuffernd_x2.data = NULL;
- __pyx_pybuffernd_x2.rcbuffer = &__pyx_pybuffer_x2;
- __pyx_pybuffer_y2.pybuffer.buf = NULL;
- __pyx_pybuffer_y2.refcount = 0;
- __pyx_pybuffernd_y2.data = NULL;
- __pyx_pybuffernd_y2.rcbuffer = &__pyx_pybuffer_y2;
- __pyx_pybuffer_scores.pybuffer.buf = NULL;
- __pyx_pybuffer_scores.refcount = 0;
- __pyx_pybuffernd_scores.data = NULL;
- __pyx_pybuffernd_scores.rcbuffer = &__pyx_pybuffer_scores;
- __pyx_pybuffer_areas.pybuffer.buf = NULL;
- __pyx_pybuffer_areas.refcount = 0;
- __pyx_pybuffernd_areas.data = NULL;
- __pyx_pybuffernd_areas.rcbuffer = &__pyx_pybuffer_areas;
- __pyx_pybuffer_order.pybuffer.buf = NULL;
- __pyx_pybuffer_order.refcount = 0;
- __pyx_pybuffernd_order.data = NULL;
- __pyx_pybuffernd_order.rcbuffer = &__pyx_pybuffer_order;
- __pyx_pybuffer_suppressed.pybuffer.buf = NULL;
- __pyx_pybuffer_suppressed.refcount = 0;
- __pyx_pybuffernd_suppressed.data = NULL;
- __pyx_pybuffernd_suppressed.rcbuffer = &__pyx_pybuffer_suppressed;
- __pyx_pybuffer_dets.pybuffer.buf = NULL;
- __pyx_pybuffer_dets.refcount = 0;
- __pyx_pybuffernd_dets.data = NULL;
- __pyx_pybuffernd_dets.rcbuffer = &__pyx_pybuffer_dets;
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_dets.rcbuffer->pybuffer, (PyObject*)__pyx_v_dets, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 70, __pyx_L1_error)
- }
- __pyx_pybuffernd_dets.diminfo[0].strides = __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_dets.diminfo[0].shape = __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_dets.diminfo[1].strides = __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_dets.diminfo[1].shape = __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[1];
-
- /* "nms.pyx":71
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__13); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 71, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 71, __pyx_L1_error)
- __pyx_t_2 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_x1.rcbuffer->pybuffer, (PyObject*)__pyx_t_2, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_x1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 71, __pyx_L1_error)
- } else {__pyx_pybuffernd_x1.diminfo[0].strides = __pyx_pybuffernd_x1.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_x1.diminfo[0].shape = __pyx_pybuffernd_x1.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_2 = 0;
- __pyx_v_x1 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":72
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__15); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 72, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 72, __pyx_L1_error)
- __pyx_t_3 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y1.rcbuffer->pybuffer, (PyObject*)__pyx_t_3, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_y1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 72, __pyx_L1_error)
- } else {__pyx_pybuffernd_y1.diminfo[0].strides = __pyx_pybuffernd_y1.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y1.diminfo[0].shape = __pyx_pybuffernd_y1.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_3 = 0;
- __pyx_v_y1 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":73
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__17); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 73, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 73, __pyx_L1_error)
- __pyx_t_4 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_x2.rcbuffer->pybuffer, (PyObject*)__pyx_t_4, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_x2 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 73, __pyx_L1_error)
- } else {__pyx_pybuffernd_x2.diminfo[0].strides = __pyx_pybuffernd_x2.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_x2.diminfo[0].shape = __pyx_pybuffernd_x2.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_4 = 0;
- __pyx_v_x2 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":74
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- *
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__19); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 74, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 74, __pyx_L1_error)
- __pyx_t_5 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y2.rcbuffer->pybuffer, (PyObject*)__pyx_t_5, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_y2 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 74, __pyx_L1_error)
- } else {__pyx_pybuffernd_y2.diminfo[0].strides = __pyx_pybuffernd_y2.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y2.diminfo[0].shape = __pyx_pybuffernd_y2.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_5 = 0;
- __pyx_v_y2 = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":75
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # <<<<<<<<<<<<<<
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- */
- __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__21); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 75, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 75, __pyx_L1_error)
- __pyx_t_6 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_scores.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_scores = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_scores.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 75, __pyx_L1_error)
- } else {__pyx_pybuffernd_scores.diminfo[0].strides = __pyx_pybuffernd_scores.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_scores.diminfo[0].shape = __pyx_pybuffernd_scores.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_6 = 0;
- __pyx_v_scores = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":77
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1]
- *
- */
- __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_x2), ((PyObject *)__pyx_v_x1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 77, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 77, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_7);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_y2), ((PyObject *)__pyx_v_y1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 77, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_t_8 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 77, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __pyx_t_1 = PyNumber_Multiply(__pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 77, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 77, __pyx_L1_error)
- __pyx_t_9 = ((PyArrayObject *)__pyx_t_1);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_areas.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_areas = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 77, __pyx_L1_error)
- } else {__pyx_pybuffernd_areas.diminfo[0].strides = __pyx_pybuffernd_areas.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_areas.diminfo[0].shape = __pyx_pybuffernd_areas.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_9 = 0;
- __pyx_v_areas = ((PyArrayObject *)__pyx_t_1);
- __pyx_t_1 = 0;
-
- /* "nms.pyx":78
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] # <<<<<<<<<<<<<<
- *
- * cdef int ndets = dets.shape[0]
- */
- __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_scores), __pyx_n_s_argsort); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 78, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_7 = NULL;
- if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
- __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8);
- if (likely(__pyx_t_7)) {
- PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
- __Pyx_INCREF(__pyx_t_7);
- __Pyx_INCREF(function);
- __Pyx_DECREF_SET(__pyx_t_8, function);
- }
- }
- if (__pyx_t_7) {
- __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 78, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
- } else {
- __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 78, __pyx_L1_error)
- }
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __pyx_t_8 = PyObject_GetItem(__pyx_t_1, __pyx_slice__22); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 78, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 78, __pyx_L1_error)
- __pyx_t_10 = ((PyArrayObject *)__pyx_t_8);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_order.rcbuffer->pybuffer, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_order = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_order.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 78, __pyx_L1_error)
- } else {__pyx_pybuffernd_order.diminfo[0].strides = __pyx_pybuffernd_order.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_order.diminfo[0].shape = __pyx_pybuffernd_order.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_10 = 0;
- __pyx_v_order = ((PyArrayObject *)__pyx_t_8);
- __pyx_t_8 = 0;
-
- /* "nms.pyx":80
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1]
- *
- * cdef int ndets = dets.shape[0] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.int_t, ndim=1] suppressed = \
- * np.zeros((ndets), dtype=np.int)
- */
- __pyx_v_ndets = (__pyx_v_dets->dimensions[0]);
-
- /* "nms.pyx":82
- * cdef int ndets = dets.shape[0]
- * cdef np.ndarray[np.int_t, ndim=1] suppressed = \
- * np.zeros((ndets), dtype=np.int) # <<<<<<<<<<<<<<
- *
- * # nominal indices
- */
- __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_zeros); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __pyx_t_8 = __Pyx_PyInt_From_int(__pyx_v_ndets); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_7);
- __Pyx_GIVEREF(__pyx_t_8);
- PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_8);
- __pyx_t_8 = 0;
- __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_8);
- __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_11);
- __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_int); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
- if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_t_12) < 0) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
- __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 82, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
- __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (!(likely(((__pyx_t_12) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 82, __pyx_L1_error)
- __pyx_t_13 = ((PyArrayObject *)__pyx_t_12);
- {
- __Pyx_BufFmt_StackElem __pyx_stack[1];
- if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer, (PyObject*)__pyx_t_13, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
- __pyx_v_suppressed = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf = NULL;
- __PYX_ERR(0, 81, __pyx_L1_error)
- } else {__pyx_pybuffernd_suppressed.diminfo[0].strides = __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_suppressed.diminfo[0].shape = __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.shape[0];
- }
- }
- __pyx_t_13 = 0;
- __pyx_v_suppressed = ((PyArrayObject *)__pyx_t_12);
- __pyx_t_12 = 0;
-
- /* "nms.pyx":95
- * cdef np.float32_t inter, ovr
- *
- * keep = [] # <<<<<<<<<<<<<<
- * for _i in range(ndets):
- * i = order[_i]
- */
- __pyx_t_12 = PyList_New(0); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 95, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __pyx_v_keep = ((PyObject*)__pyx_t_12);
- __pyx_t_12 = 0;
-
- /* "nms.pyx":96
- *
- * keep = []
- * for _i in range(ndets): # <<<<<<<<<<<<<<
- * i = order[_i]
- * if suppressed[i] == 1:
- */
- __pyx_t_14 = __pyx_v_ndets;
- for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
- __pyx_v__i = __pyx_t_15;
-
- /* "nms.pyx":97
- * keep = []
- * for _i in range(ndets):
- * i = order[_i] # <<<<<<<<<<<<<<
- * if suppressed[i] == 1:
- * continue
- */
- __pyx_t_16 = __pyx_v__i;
- __pyx_t_17 = -1;
- if (__pyx_t_16 < 0) {
- __pyx_t_16 += __pyx_pybuffernd_order.diminfo[0].shape;
- if (unlikely(__pyx_t_16 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_order.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 97, __pyx_L1_error)
- }
- __pyx_v_i = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_order.diminfo[0].strides));
-
- /* "nms.pyx":98
- * for _i in range(ndets):
- * i = order[_i]
- * if suppressed[i] == 1: # <<<<<<<<<<<<<<
- * continue
- * keep.append(i)
- */
- __pyx_t_18 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_18 < 0) {
- __pyx_t_18 += __pyx_pybuffernd_suppressed.diminfo[0].shape;
- if (unlikely(__pyx_t_18 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 98, __pyx_L1_error)
- }
- __pyx_t_19 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0);
- if (__pyx_t_19) {
-
- /* "nms.pyx":99
- * i = order[_i]
- * if suppressed[i] == 1:
- * continue # <<<<<<<<<<<<<<
- * keep.append(i)
- * ix1 = x1[i]
- */
- goto __pyx_L3_continue;
-
- /* "nms.pyx":98
- * for _i in range(ndets):
- * i = order[_i]
- * if suppressed[i] == 1: # <<<<<<<<<<<<<<
- * continue
- * keep.append(i)
- */
- }
-
- /* "nms.pyx":100
- * if suppressed[i] == 1:
- * continue
- * keep.append(i) # <<<<<<<<<<<<<<
- * ix1 = x1[i]
- * iy1 = y1[i]
- */
- __pyx_t_12 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 100, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __pyx_t_20 = __Pyx_PyList_Append(__pyx_v_keep, __pyx_t_12); if (unlikely(__pyx_t_20 == -1)) __PYX_ERR(0, 100, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
-
- /* "nms.pyx":101
- * continue
- * keep.append(i)
- * ix1 = x1[i] # <<<<<<<<<<<<<<
- * iy1 = y1[i]
- * ix2 = x2[i]
- */
- __pyx_t_21 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_21 < 0) {
- __pyx_t_21 += __pyx_pybuffernd_x1.diminfo[0].shape;
- if (unlikely(__pyx_t_21 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_21 >= __pyx_pybuffernd_x1.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 101, __pyx_L1_error)
- }
- __pyx_v_ix1 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_x1.diminfo[0].strides));
-
- /* "nms.pyx":102
- * keep.append(i)
- * ix1 = x1[i]
- * iy1 = y1[i] # <<<<<<<<<<<<<<
- * ix2 = x2[i]
- * iy2 = y2[i]
- */
- __pyx_t_22 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_22 < 0) {
- __pyx_t_22 += __pyx_pybuffernd_y1.diminfo[0].shape;
- if (unlikely(__pyx_t_22 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_22 >= __pyx_pybuffernd_y1.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 102, __pyx_L1_error)
- }
- __pyx_v_iy1 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_y1.diminfo[0].strides));
-
- /* "nms.pyx":103
- * ix1 = x1[i]
- * iy1 = y1[i]
- * ix2 = x2[i] # <<<<<<<<<<<<<<
- * iy2 = y2[i]
- * iarea = areas[i]
- */
- __pyx_t_23 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_23 < 0) {
- __pyx_t_23 += __pyx_pybuffernd_x2.diminfo[0].shape;
- if (unlikely(__pyx_t_23 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_23 >= __pyx_pybuffernd_x2.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 103, __pyx_L1_error)
- }
- __pyx_v_ix2 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_x2.diminfo[0].strides));
-
- /* "nms.pyx":104
- * iy1 = y1[i]
- * ix2 = x2[i]
- * iy2 = y2[i] # <<<<<<<<<<<<<<
- * iarea = areas[i]
- * for _j in range(_i + 1, ndets):
- */
- __pyx_t_24 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_24 < 0) {
- __pyx_t_24 += __pyx_pybuffernd_y2.diminfo[0].shape;
- if (unlikely(__pyx_t_24 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_24 >= __pyx_pybuffernd_y2.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 104, __pyx_L1_error)
- }
- __pyx_v_iy2 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_y2.diminfo[0].strides));
-
- /* "nms.pyx":105
- * ix2 = x2[i]
- * iy2 = y2[i]
- * iarea = areas[i] # <<<<<<<<<<<<<<
- * for _j in range(_i + 1, ndets):
- * j = order[_j]
- */
- __pyx_t_25 = __pyx_v_i;
- __pyx_t_17 = -1;
- if (__pyx_t_25 < 0) {
- __pyx_t_25 += __pyx_pybuffernd_areas.diminfo[0].shape;
- if (unlikely(__pyx_t_25 < 0)) __pyx_t_17 = 0;
- } else if (unlikely(__pyx_t_25 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_17 = 0;
- if (unlikely(__pyx_t_17 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_17);
- __PYX_ERR(0, 105, __pyx_L1_error)
- }
- __pyx_v_iarea = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_25, __pyx_pybuffernd_areas.diminfo[0].strides));
-
- /* "nms.pyx":106
- * iy2 = y2[i]
- * iarea = areas[i]
- * for _j in range(_i + 1, ndets): # <<<<<<<<<<<<<<
- * j = order[_j]
- * if suppressed[j] == 1:
- */
- __pyx_t_17 = __pyx_v_ndets;
- for (__pyx_t_26 = (__pyx_v__i + 1); __pyx_t_26 < __pyx_t_17; __pyx_t_26+=1) {
- __pyx_v__j = __pyx_t_26;
-
- /* "nms.pyx":107
- * iarea = areas[i]
- * for _j in range(_i + 1, ndets):
- * j = order[_j] # <<<<<<<<<<<<<<
- * if suppressed[j] == 1:
- * continue
- */
- __pyx_t_27 = __pyx_v__j;
- __pyx_t_28 = -1;
- if (__pyx_t_27 < 0) {
- __pyx_t_27 += __pyx_pybuffernd_order.diminfo[0].shape;
- if (unlikely(__pyx_t_27 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_order.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 107, __pyx_L1_error)
- }
- __pyx_v_j = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, __pyx_t_27, __pyx_pybuffernd_order.diminfo[0].strides));
-
- /* "nms.pyx":108
- * for _j in range(_i + 1, ndets):
- * j = order[_j]
- * if suppressed[j] == 1: # <<<<<<<<<<<<<<
- * continue
- * xx1 = max(ix1, x1[j])
- */
- __pyx_t_29 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_29 < 0) {
- __pyx_t_29 += __pyx_pybuffernd_suppressed.diminfo[0].shape;
- if (unlikely(__pyx_t_29 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_29 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 108, __pyx_L1_error)
- }
- __pyx_t_19 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_29, __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0);
- if (__pyx_t_19) {
-
- /* "nms.pyx":109
- * j = order[_j]
- * if suppressed[j] == 1:
- * continue # <<<<<<<<<<<<<<
- * xx1 = max(ix1, x1[j])
- * yy1 = max(iy1, y1[j])
- */
- goto __pyx_L6_continue;
-
- /* "nms.pyx":108
- * for _j in range(_i + 1, ndets):
- * j = order[_j]
- * if suppressed[j] == 1: # <<<<<<<<<<<<<<
- * continue
- * xx1 = max(ix1, x1[j])
- */
- }
-
- /* "nms.pyx":110
- * if suppressed[j] == 1:
- * continue
- * xx1 = max(ix1, x1[j]) # <<<<<<<<<<<<<<
- * yy1 = max(iy1, y1[j])
- * xx2 = min(ix2, x2[j])
- */
- __pyx_t_30 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_30 < 0) {
- __pyx_t_30 += __pyx_pybuffernd_x1.diminfo[0].shape;
- if (unlikely(__pyx_t_30 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_30 >= __pyx_pybuffernd_x1.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 110, __pyx_L1_error)
- }
- __pyx_v_xx1 = __pyx_f_10cython_nms_max(__pyx_v_ix1, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, __pyx_t_30, __pyx_pybuffernd_x1.diminfo[0].strides)));
-
- /* "nms.pyx":111
- * continue
- * xx1 = max(ix1, x1[j])
- * yy1 = max(iy1, y1[j]) # <<<<<<<<<<<<<<
- * xx2 = min(ix2, x2[j])
- * yy2 = min(iy2, y2[j])
- */
- __pyx_t_31 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_31 < 0) {
- __pyx_t_31 += __pyx_pybuffernd_y1.diminfo[0].shape;
- if (unlikely(__pyx_t_31 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_31 >= __pyx_pybuffernd_y1.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 111, __pyx_L1_error)
- }
- __pyx_v_yy1 = __pyx_f_10cython_nms_max(__pyx_v_iy1, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, __pyx_t_31, __pyx_pybuffernd_y1.diminfo[0].strides)));
-
- /* "nms.pyx":112
- * xx1 = max(ix1, x1[j])
- * yy1 = max(iy1, y1[j])
- * xx2 = min(ix2, x2[j]) # <<<<<<<<<<<<<<
- * yy2 = min(iy2, y2[j])
- * w = max(0.0, xx2 - xx1 + 1)
- */
- __pyx_t_32 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_32 < 0) {
- __pyx_t_32 += __pyx_pybuffernd_x2.diminfo[0].shape;
- if (unlikely(__pyx_t_32 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_32 >= __pyx_pybuffernd_x2.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 112, __pyx_L1_error)
- }
- __pyx_v_xx2 = __pyx_f_10cython_nms_min(__pyx_v_ix2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, __pyx_t_32, __pyx_pybuffernd_x2.diminfo[0].strides)));
-
- /* "nms.pyx":113
- * yy1 = max(iy1, y1[j])
- * xx2 = min(ix2, x2[j])
- * yy2 = min(iy2, y2[j]) # <<<<<<<<<<<<<<
- * w = max(0.0, xx2 - xx1 + 1)
- * h = max(0.0, yy2 - yy1 + 1)
- */
- __pyx_t_33 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_33 < 0) {
- __pyx_t_33 += __pyx_pybuffernd_y2.diminfo[0].shape;
- if (unlikely(__pyx_t_33 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_33 >= __pyx_pybuffernd_y2.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 113, __pyx_L1_error)
- }
- __pyx_v_yy2 = __pyx_f_10cython_nms_min(__pyx_v_iy2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, __pyx_t_33, __pyx_pybuffernd_y2.diminfo[0].strides)));
-
- /* "nms.pyx":114
- * xx2 = min(ix2, x2[j])
- * yy2 = min(iy2, y2[j])
- * w = max(0.0, xx2 - xx1 + 1) # <<<<<<<<<<<<<<
- * h = max(0.0, yy2 - yy1 + 1)
- * inter = w * h
- */
- __pyx_v_w = __pyx_f_10cython_nms_max(0.0, ((__pyx_v_xx2 - __pyx_v_xx1) + 1.0));
-
- /* "nms.pyx":115
- * yy2 = min(iy2, y2[j])
- * w = max(0.0, xx2 - xx1 + 1)
- * h = max(0.0, yy2 - yy1 + 1) # <<<<<<<<<<<<<<
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter)
- */
- __pyx_v_h = __pyx_f_10cython_nms_max(0.0, ((__pyx_v_yy2 - __pyx_v_yy1) + 1.0));
-
- /* "nms.pyx":116
- * w = max(0.0, xx2 - xx1 + 1)
- * h = max(0.0, yy2 - yy1 + 1)
- * inter = w * h # <<<<<<<<<<<<<<
- * ovr = inter / (iarea + areas[j] - inter)
- * ovr1 = inter / iarea
- */
- __pyx_v_inter = (__pyx_v_w * __pyx_v_h);
-
- /* "nms.pyx":117
- * h = max(0.0, yy2 - yy1 + 1)
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter) # <<<<<<<<<<<<<<
- * ovr1 = inter / iarea
- * ovr2 = inter / areas[j]
- */
- __pyx_t_34 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_34 < 0) {
- __pyx_t_34 += __pyx_pybuffernd_areas.diminfo[0].shape;
- if (unlikely(__pyx_t_34 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_34 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 117, __pyx_L1_error)
- }
- __pyx_t_35 = ((__pyx_v_iarea + (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_34, __pyx_pybuffernd_areas.diminfo[0].strides))) - __pyx_v_inter);
- if (unlikely(__pyx_t_35 == 0)) {
- PyErr_SetString(PyExc_ZeroDivisionError, "float division");
- __PYX_ERR(0, 117, __pyx_L1_error)
- }
- __pyx_v_ovr = (__pyx_v_inter / __pyx_t_35);
-
- /* "nms.pyx":118
- * inter = w * h
- * ovr = inter / (iarea + areas[j] - inter)
- * ovr1 = inter / iarea # <<<<<<<<<<<<<<
- * ovr2 = inter / areas[j]
- * if ovr >= thresh or ovr1 > 0.95 or ovr2 > 0.95:
- */
- if (unlikely(__pyx_v_iarea == 0)) {
- PyErr_SetString(PyExc_ZeroDivisionError, "float division");
- __PYX_ERR(0, 118, __pyx_L1_error)
- }
- __pyx_t_12 = PyFloat_FromDouble((__pyx_v_inter / __pyx_v_iarea)); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 118, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __Pyx_XDECREF_SET(__pyx_v_ovr1, __pyx_t_12);
- __pyx_t_12 = 0;
-
- /* "nms.pyx":119
- * ovr = inter / (iarea + areas[j] - inter)
- * ovr1 = inter / iarea
- * ovr2 = inter / areas[j] # <<<<<<<<<<<<<<
- * if ovr >= thresh or ovr1 > 0.95 or ovr2 > 0.95:
- * suppressed[j] = 1
- */
- __pyx_t_36 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_36 < 0) {
- __pyx_t_36 += __pyx_pybuffernd_areas.diminfo[0].shape;
- if (unlikely(__pyx_t_36 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_36 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 119, __pyx_L1_error)
- }
- __pyx_t_35 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_36, __pyx_pybuffernd_areas.diminfo[0].strides));
- if (unlikely(__pyx_t_35 == 0)) {
- PyErr_SetString(PyExc_ZeroDivisionError, "float division");
- __PYX_ERR(0, 119, __pyx_L1_error)
- }
- __pyx_t_12 = PyFloat_FromDouble((__pyx_v_inter / __pyx_t_35)); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 119, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __Pyx_XDECREF_SET(__pyx_v_ovr2, __pyx_t_12);
- __pyx_t_12 = 0;
-
- /* "nms.pyx":120
- * ovr1 = inter / iarea
- * ovr2 = inter / areas[j]
- * if ovr >= thresh or ovr1 > 0.95 or ovr2 > 0.95: # <<<<<<<<<<<<<<
- * suppressed[j] = 1
- *
- */
- __pyx_t_12 = PyFloat_FromDouble(__pyx_v_ovr); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 120, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_12);
- __pyx_t_8 = PyObject_RichCompare(__pyx_t_12, __pyx_v_thresh, Py_GE); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 120, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
- __pyx_t_37 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_37 < 0)) __PYX_ERR(0, 120, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (!__pyx_t_37) {
- } else {
- __pyx_t_19 = __pyx_t_37;
- goto __pyx_L10_bool_binop_done;
- }
- __pyx_t_8 = PyObject_RichCompare(__pyx_v_ovr1, __pyx_float_0_95, Py_GT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 120, __pyx_L1_error)
- __pyx_t_37 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_37 < 0)) __PYX_ERR(0, 120, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- if (!__pyx_t_37) {
- } else {
- __pyx_t_19 = __pyx_t_37;
- goto __pyx_L10_bool_binop_done;
- }
- __pyx_t_8 = PyObject_RichCompare(__pyx_v_ovr2, __pyx_float_0_95, Py_GT); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 120, __pyx_L1_error)
- __pyx_t_37 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_37 < 0)) __PYX_ERR(0, 120, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __pyx_t_19 = __pyx_t_37;
- __pyx_L10_bool_binop_done:;
- if (__pyx_t_19) {
-
- /* "nms.pyx":121
- * ovr2 = inter / areas[j]
- * if ovr >= thresh or ovr1 > 0.95 or ovr2 > 0.95:
- * suppressed[j] = 1 # <<<<<<<<<<<<<<
- *
- * return keep
- */
- __pyx_t_38 = __pyx_v_j;
- __pyx_t_28 = -1;
- if (__pyx_t_38 < 0) {
- __pyx_t_38 += __pyx_pybuffernd_suppressed.diminfo[0].shape;
- if (unlikely(__pyx_t_38 < 0)) __pyx_t_28 = 0;
- } else if (unlikely(__pyx_t_38 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_28 = 0;
- if (unlikely(__pyx_t_28 != -1)) {
- __Pyx_RaiseBufferIndexError(__pyx_t_28);
- __PYX_ERR(0, 121, __pyx_L1_error)
- }
- *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_38, __pyx_pybuffernd_suppressed.diminfo[0].strides) = 1;
-
- /* "nms.pyx":120
- * ovr1 = inter / iarea
- * ovr2 = inter / areas[j]
- * if ovr >= thresh or ovr1 > 0.95 or ovr2 > 0.95: # <<<<<<<<<<<<<<
- * suppressed[j] = 1
- *
- */
- }
- __pyx_L6_continue:;
- }
- __pyx_L3_continue:;
- }
-
- /* "nms.pyx":123
- * suppressed[j] = 1
- *
- * return keep # <<<<<<<<<<<<<<
- */
- __Pyx_XDECREF(__pyx_r);
- __Pyx_INCREF(__pyx_v_keep);
- __pyx_r = __pyx_v_keep;
- goto __pyx_L0;
-
- /* "nms.pyx":70
- * return keep
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_XDECREF(__pyx_t_7);
- __Pyx_XDECREF(__pyx_t_8);
- __Pyx_XDECREF(__pyx_t_11);
- __Pyx_XDECREF(__pyx_t_12);
- { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
- __Pyx_PyThreadState_declare
- __Pyx_PyThreadState_assign
- __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer);
- __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
- __Pyx_AddTraceback("cython_nms.nms_new", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = NULL;
- goto __pyx_L2;
- __pyx_L0:;
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer);
- __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer);
- __pyx_L2:;
- __Pyx_XDECREF((PyObject *)__pyx_v_x1);
- __Pyx_XDECREF((PyObject *)__pyx_v_y1);
- __Pyx_XDECREF((PyObject *)__pyx_v_x2);
- __Pyx_XDECREF((PyObject *)__pyx_v_y2);
- __Pyx_XDECREF((PyObject *)__pyx_v_scores);
- __Pyx_XDECREF((PyObject *)__pyx_v_areas);
- __Pyx_XDECREF((PyObject *)__pyx_v_order);
- __Pyx_XDECREF((PyObject *)__pyx_v_suppressed);
- __Pyx_XDECREF(__pyx_v_keep);
- __Pyx_XDECREF(__pyx_v_ovr1);
- __Pyx_XDECREF(__pyx_v_ovr2);
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":197
- * # experimental exception made for __getbuffer__ and __releasebuffer__
- * # -- the details of this may change.
- * def __getbuffer__(ndarray self, Py_buffer* info, int flags): # <<<<<<<<<<<<<<
- * # This implementation of getbuffer is geared towards Cython
- * # requirements, and does not yet fullfill the PEP.
- */
-
-/* Python wrapper */
-static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
-static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
- int __pyx_r;
- __Pyx_RefNannyDeclarations
- __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
- __pyx_r = __pyx_pf_5numpy_7ndarray___getbuffer__(((PyArrayObject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));
-
- /* function exit code */
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
- int __pyx_v_copy_shape;
- int __pyx_v_i;
- int __pyx_v_ndim;
- int __pyx_v_endian_detector;
- int __pyx_v_little_endian;
- int __pyx_v_t;
- char *__pyx_v_f;
- PyArray_Descr *__pyx_v_descr = 0;
- int __pyx_v_offset;
- int __pyx_v_hasfields;
- int __pyx_r;
- __Pyx_RefNannyDeclarations
- int __pyx_t_1;
- int __pyx_t_2;
- PyObject *__pyx_t_3 = NULL;
- int __pyx_t_4;
- int __pyx_t_5;
- PyObject *__pyx_t_6 = NULL;
- char *__pyx_t_7;
- __Pyx_RefNannySetupContext("__getbuffer__", 0);
- if (__pyx_v_info != NULL) {
- __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
- __Pyx_GIVEREF(__pyx_v_info->obj);
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":203
- * # of flags
- *
- * if info == NULL: return # <<<<<<<<<<<<<<
- *
- * cdef int copy_shape, i, ndim
- */
- __pyx_t_1 = ((__pyx_v_info == NULL) != 0);
- if (__pyx_t_1) {
- __pyx_r = 0;
- goto __pyx_L0;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":206
- *
- * cdef int copy_shape, i, ndim
- * cdef int endian_detector = 1 # <<<<<<<<<<<<<<
- * cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
- *
- */
- __pyx_v_endian_detector = 1;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":207
- * cdef int copy_shape, i, ndim
- * cdef int endian_detector = 1
- * cdef bint little_endian = ((<char*>&endian_detector)[0] != 0) # <<<<<<<<<<<<<<
- *
- * ndim = PyArray_NDIM(self)
- */
- __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":209
- * cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
- *
- * ndim = PyArray_NDIM(self) # <<<<<<<<<<<<<<
- *
- * if sizeof(npy_intp) != sizeof(Py_ssize_t):
- */
- __pyx_v_ndim = PyArray_NDIM(__pyx_v_self);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":211
- * ndim = PyArray_NDIM(self)
- *
- * if sizeof(npy_intp) != sizeof(Py_ssize_t): # <<<<<<<<<<<<<<
- * copy_shape = 1
- * else:
- */
- __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0);
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":212
- *
- * if sizeof(npy_intp) != sizeof(Py_ssize_t):
- * copy_shape = 1 # <<<<<<<<<<<<<<
- * else:
- * copy_shape = 0
- */
- __pyx_v_copy_shape = 1;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":211
- * ndim = PyArray_NDIM(self)
- *
- * if sizeof(npy_intp) != sizeof(Py_ssize_t): # <<<<<<<<<<<<<<
- * copy_shape = 1
- * else:
- */
- goto __pyx_L4;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":214
- * copy_shape = 1
- * else:
- * copy_shape = 0 # <<<<<<<<<<<<<<
- *
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
- */
- /*else*/ {
- __pyx_v_copy_shape = 0;
- }
- __pyx_L4:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":216
- * copy_shape = 0
- *
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<<
- * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not C contiguous")
- */
- __pyx_t_2 = (((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS) != 0);
- if (__pyx_t_2) {
- } else {
- __pyx_t_1 = __pyx_t_2;
- goto __pyx_L6_bool_binop_done;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":217
- *
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
- * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)): # <<<<<<<<<<<<<<
- * raise ValueError(u"ndarray is not C contiguous")
- *
- */
- __pyx_t_2 = ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_C_CONTIGUOUS) != 0)) != 0);
- __pyx_t_1 = __pyx_t_2;
- __pyx_L6_bool_binop_done:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":216
- * copy_shape = 0
- *
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<<
- * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not C contiguous")
- */
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":218
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
- * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not C contiguous") # <<<<<<<<<<<<<<
- *
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
- */
- __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 218, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_Raise(__pyx_t_3, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __PYX_ERR(1, 218, __pyx_L1_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":216
- * copy_shape = 0
- *
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<<
- * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not C contiguous")
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":220
- * raise ValueError(u"ndarray is not C contiguous")
- *
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<<
- * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not Fortran contiguous")
- */
- __pyx_t_2 = (((__pyx_v_flags & PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS) != 0);
- if (__pyx_t_2) {
- } else {
- __pyx_t_1 = __pyx_t_2;
- goto __pyx_L9_bool_binop_done;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":221
- *
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
- * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)): # <<<<<<<<<<<<<<
- * raise ValueError(u"ndarray is not Fortran contiguous")
- *
- */
- __pyx_t_2 = ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_F_CONTIGUOUS) != 0)) != 0);
- __pyx_t_1 = __pyx_t_2;
- __pyx_L9_bool_binop_done:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":220
- * raise ValueError(u"ndarray is not C contiguous")
- *
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<<
- * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not Fortran contiguous")
- */
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":222
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
- * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not Fortran contiguous") # <<<<<<<<<<<<<<
- *
- * info.buf = PyArray_DATA(self)
- */
- __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 222, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_Raise(__pyx_t_3, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __PYX_ERR(1, 222, __pyx_L1_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":220
- * raise ValueError(u"ndarray is not C contiguous")
- *
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS) # <<<<<<<<<<<<<<
- * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not Fortran contiguous")
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":224
- * raise ValueError(u"ndarray is not Fortran contiguous")
- *
- * info.buf = PyArray_DATA(self) # <<<<<<<<<<<<<<
- * info.ndim = ndim
- * if copy_shape:
- */
- __pyx_v_info->buf = PyArray_DATA(__pyx_v_self);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":225
- *
- * info.buf = PyArray_DATA(self)
- * info.ndim = ndim # <<<<<<<<<<<<<<
- * if copy_shape:
- * # Allocate new buffer for strides and shape info.
- */
- __pyx_v_info->ndim = __pyx_v_ndim;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":226
- * info.buf = PyArray_DATA(self)
- * info.ndim = ndim
- * if copy_shape: # <<<<<<<<<<<<<<
- * # Allocate new buffer for strides and shape info.
- * # This is allocated as one block, strides first.
- */
- __pyx_t_1 = (__pyx_v_copy_shape != 0);
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":229
- * # Allocate new buffer for strides and shape info.
- * # This is allocated as one block, strides first.
- * info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2) # <<<<<<<<<<<<<<
- * info.shape = info.strides + ndim
- * for i in range(ndim):
- */
- __pyx_v_info->strides = ((Py_ssize_t *)malloc((((sizeof(Py_ssize_t)) * ((size_t)__pyx_v_ndim)) * 2)));
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":230
- * # This is allocated as one block, strides first.
- * info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)
- * info.shape = info.strides + ndim # <<<<<<<<<<<<<<
- * for i in range(ndim):
- * info.strides[i] = PyArray_STRIDES(self)[i]
- */
- __pyx_v_info->shape = (__pyx_v_info->strides + __pyx_v_ndim);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":231
- * info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)
- * info.shape = info.strides + ndim
- * for i in range(ndim): # <<<<<<<<<<<<<<
- * info.strides[i] = PyArray_STRIDES(self)[i]
- * info.shape[i] = PyArray_DIMS(self)[i]
- */
- __pyx_t_4 = __pyx_v_ndim;
- for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
- __pyx_v_i = __pyx_t_5;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":232
- * info.shape = info.strides + ndim
- * for i in range(ndim):
- * info.strides[i] = PyArray_STRIDES(self)[i] # <<<<<<<<<<<<<<
- * info.shape[i] = PyArray_DIMS(self)[i]
- * else:
- */
- (__pyx_v_info->strides[__pyx_v_i]) = (PyArray_STRIDES(__pyx_v_self)[__pyx_v_i]);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":233
- * for i in range(ndim):
- * info.strides[i] = PyArray_STRIDES(self)[i]
- * info.shape[i] = PyArray_DIMS(self)[i] # <<<<<<<<<<<<<<
- * else:
- * info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
- */
- (__pyx_v_info->shape[__pyx_v_i]) = (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]);
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":226
- * info.buf = PyArray_DATA(self)
- * info.ndim = ndim
- * if copy_shape: # <<<<<<<<<<<<<<
- * # Allocate new buffer for strides and shape info.
- * # This is allocated as one block, strides first.
- */
- goto __pyx_L11;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":235
- * info.shape[i] = PyArray_DIMS(self)[i]
- * else:
- * info.strides = <Py_ssize_t*>PyArray_STRIDES(self) # <<<<<<<<<<<<<<
- * info.shape = <Py_ssize_t*>PyArray_DIMS(self)
- * info.suboffsets = NULL
- */
- /*else*/ {
- __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self));
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":236
- * else:
- * info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
- * info.shape = <Py_ssize_t*>PyArray_DIMS(self) # <<<<<<<<<<<<<<
- * info.suboffsets = NULL
- * info.itemsize = PyArray_ITEMSIZE(self)
- */
- __pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(__pyx_v_self));
- }
- __pyx_L11:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":237
- * info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
- * info.shape = <Py_ssize_t*>PyArray_DIMS(self)
- * info.suboffsets = NULL # <<<<<<<<<<<<<<
- * info.itemsize = PyArray_ITEMSIZE(self)
- * info.readonly = not PyArray_ISWRITEABLE(self)
- */
- __pyx_v_info->suboffsets = NULL;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":238
- * info.shape = <Py_ssize_t*>PyArray_DIMS(self)
- * info.suboffsets = NULL
- * info.itemsize = PyArray_ITEMSIZE(self) # <<<<<<<<<<<<<<
- * info.readonly = not PyArray_ISWRITEABLE(self)
- *
- */
- __pyx_v_info->itemsize = PyArray_ITEMSIZE(__pyx_v_self);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":239
- * info.suboffsets = NULL
- * info.itemsize = PyArray_ITEMSIZE(self)
- * info.readonly = not PyArray_ISWRITEABLE(self) # <<<<<<<<<<<<<<
- *
- * cdef int t
- */
- __pyx_v_info->readonly = (!(PyArray_ISWRITEABLE(__pyx_v_self) != 0));
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":242
- *
- * cdef int t
- * cdef char* f = NULL # <<<<<<<<<<<<<<
- * cdef dtype descr = self.descr
- * cdef int offset
- */
- __pyx_v_f = NULL;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":243
- * cdef int t
- * cdef char* f = NULL
- * cdef dtype descr = self.descr # <<<<<<<<<<<<<<
- * cdef int offset
- *
- */
- __pyx_t_3 = ((PyObject *)__pyx_v_self->descr);
- __Pyx_INCREF(__pyx_t_3);
- __pyx_v_descr = ((PyArray_Descr *)__pyx_t_3);
- __pyx_t_3 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":246
- * cdef int offset
- *
- * cdef bint hasfields = PyDataType_HASFIELDS(descr) # <<<<<<<<<<<<<<
- *
- * if not hasfields and not copy_shape:
- */
- __pyx_v_hasfields = PyDataType_HASFIELDS(__pyx_v_descr);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":248
- * cdef bint hasfields = PyDataType_HASFIELDS(descr)
- *
- * if not hasfields and not copy_shape: # <<<<<<<<<<<<<<
- * # do not call releasebuffer
- * info.obj = None
- */
- __pyx_t_2 = ((!(__pyx_v_hasfields != 0)) != 0);
- if (__pyx_t_2) {
- } else {
- __pyx_t_1 = __pyx_t_2;
- goto __pyx_L15_bool_binop_done;
- }
- __pyx_t_2 = ((!(__pyx_v_copy_shape != 0)) != 0);
- __pyx_t_1 = __pyx_t_2;
- __pyx_L15_bool_binop_done:;
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":250
- * if not hasfields and not copy_shape:
- * # do not call releasebuffer
- * info.obj = None # <<<<<<<<<<<<<<
- * else:
- * # need to call releasebuffer
- */
- __Pyx_INCREF(Py_None);
- __Pyx_GIVEREF(Py_None);
- __Pyx_GOTREF(__pyx_v_info->obj);
- __Pyx_DECREF(__pyx_v_info->obj);
- __pyx_v_info->obj = Py_None;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":248
- * cdef bint hasfields = PyDataType_HASFIELDS(descr)
- *
- * if not hasfields and not copy_shape: # <<<<<<<<<<<<<<
- * # do not call releasebuffer
- * info.obj = None
- */
- goto __pyx_L14;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":253
- * else:
- * # need to call releasebuffer
- * info.obj = self # <<<<<<<<<<<<<<
- *
- * if not hasfields:
- */
- /*else*/ {
- __Pyx_INCREF(((PyObject *)__pyx_v_self));
- __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
- __Pyx_GOTREF(__pyx_v_info->obj);
- __Pyx_DECREF(__pyx_v_info->obj);
- __pyx_v_info->obj = ((PyObject *)__pyx_v_self);
- }
- __pyx_L14:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":255
- * info.obj = self
- *
- * if not hasfields: # <<<<<<<<<<<<<<
- * t = descr.type_num
- * if ((descr.byteorder == c'>' and little_endian) or
- */
- __pyx_t_1 = ((!(__pyx_v_hasfields != 0)) != 0);
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":256
- *
- * if not hasfields:
- * t = descr.type_num # <<<<<<<<<<<<<<
- * if ((descr.byteorder == c'>' and little_endian) or
- * (descr.byteorder == c'<' and not little_endian)):
- */
- __pyx_t_4 = __pyx_v_descr->type_num;
- __pyx_v_t = __pyx_t_4;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":257
- * if not hasfields:
- * t = descr.type_num
- * if ((descr.byteorder == c'>' and little_endian) or # <<<<<<<<<<<<<<
- * (descr.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- */
- __pyx_t_2 = ((__pyx_v_descr->byteorder == '>') != 0);
- if (!__pyx_t_2) {
- goto __pyx_L20_next_or;
- } else {
- }
- __pyx_t_2 = (__pyx_v_little_endian != 0);
- if (!__pyx_t_2) {
- } else {
- __pyx_t_1 = __pyx_t_2;
- goto __pyx_L19_bool_binop_done;
- }
- __pyx_L20_next_or:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":258
- * t = descr.type_num
- * if ((descr.byteorder == c'>' and little_endian) or
- * (descr.byteorder == c'<' and not little_endian)): # <<<<<<<<<<<<<<
- * raise ValueError(u"Non-native byte order not supported")
- * if t == NPY_BYTE: f = "b"
- */
- __pyx_t_2 = ((__pyx_v_descr->byteorder == '<') != 0);
- if (__pyx_t_2) {
- } else {
- __pyx_t_1 = __pyx_t_2;
- goto __pyx_L19_bool_binop_done;
- }
- __pyx_t_2 = ((!(__pyx_v_little_endian != 0)) != 0);
- __pyx_t_1 = __pyx_t_2;
- __pyx_L19_bool_binop_done:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":257
- * if not hasfields:
- * t = descr.type_num
- * if ((descr.byteorder == c'>' and little_endian) or # <<<<<<<<<<<<<<
- * (descr.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- */
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":259
- * if ((descr.byteorder == c'>' and little_endian) or
- * (descr.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<<
- * if t == NPY_BYTE: f = "b"
- * elif t == NPY_UBYTE: f = "B"
- */
- __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 259, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_Raise(__pyx_t_3, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __PYX_ERR(1, 259, __pyx_L1_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":257
- * if not hasfields:
- * t = descr.type_num
- * if ((descr.byteorder == c'>' and little_endian) or # <<<<<<<<<<<<<<
- * (descr.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":260
- * (descr.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- * if t == NPY_BYTE: f = "b" # <<<<<<<<<<<<<<
- * elif t == NPY_UBYTE: f = "B"
- * elif t == NPY_SHORT: f = "h"
- */
- switch (__pyx_v_t) {
- case NPY_BYTE:
- __pyx_v_f = ((char *)"b");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":261
- * raise ValueError(u"Non-native byte order not supported")
- * if t == NPY_BYTE: f = "b"
- * elif t == NPY_UBYTE: f = "B" # <<<<<<<<<<<<<<
- * elif t == NPY_SHORT: f = "h"
- * elif t == NPY_USHORT: f = "H"
- */
- case NPY_UBYTE:
- __pyx_v_f = ((char *)"B");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":262
- * if t == NPY_BYTE: f = "b"
- * elif t == NPY_UBYTE: f = "B"
- * elif t == NPY_SHORT: f = "h" # <<<<<<<<<<<<<<
- * elif t == NPY_USHORT: f = "H"
- * elif t == NPY_INT: f = "i"
- */
- case NPY_SHORT:
- __pyx_v_f = ((char *)"h");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":263
- * elif t == NPY_UBYTE: f = "B"
- * elif t == NPY_SHORT: f = "h"
- * elif t == NPY_USHORT: f = "H" # <<<<<<<<<<<<<<
- * elif t == NPY_INT: f = "i"
- * elif t == NPY_UINT: f = "I"
- */
- case NPY_USHORT:
- __pyx_v_f = ((char *)"H");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":264
- * elif t == NPY_SHORT: f = "h"
- * elif t == NPY_USHORT: f = "H"
- * elif t == NPY_INT: f = "i" # <<<<<<<<<<<<<<
- * elif t == NPY_UINT: f = "I"
- * elif t == NPY_LONG: f = "l"
- */
- case NPY_INT:
- __pyx_v_f = ((char *)"i");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":265
- * elif t == NPY_USHORT: f = "H"
- * elif t == NPY_INT: f = "i"
- * elif t == NPY_UINT: f = "I" # <<<<<<<<<<<<<<
- * elif t == NPY_LONG: f = "l"
- * elif t == NPY_ULONG: f = "L"
- */
- case NPY_UINT:
- __pyx_v_f = ((char *)"I");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":266
- * elif t == NPY_INT: f = "i"
- * elif t == NPY_UINT: f = "I"
- * elif t == NPY_LONG: f = "l" # <<<<<<<<<<<<<<
- * elif t == NPY_ULONG: f = "L"
- * elif t == NPY_LONGLONG: f = "q"
- */
- case NPY_LONG:
- __pyx_v_f = ((char *)"l");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":267
- * elif t == NPY_UINT: f = "I"
- * elif t == NPY_LONG: f = "l"
- * elif t == NPY_ULONG: f = "L" # <<<<<<<<<<<<<<
- * elif t == NPY_LONGLONG: f = "q"
- * elif t == NPY_ULONGLONG: f = "Q"
- */
- case NPY_ULONG:
- __pyx_v_f = ((char *)"L");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":268
- * elif t == NPY_LONG: f = "l"
- * elif t == NPY_ULONG: f = "L"
- * elif t == NPY_LONGLONG: f = "q" # <<<<<<<<<<<<<<
- * elif t == NPY_ULONGLONG: f = "Q"
- * elif t == NPY_FLOAT: f = "f"
- */
- case NPY_LONGLONG:
- __pyx_v_f = ((char *)"q");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":269
- * elif t == NPY_ULONG: f = "L"
- * elif t == NPY_LONGLONG: f = "q"
- * elif t == NPY_ULONGLONG: f = "Q" # <<<<<<<<<<<<<<
- * elif t == NPY_FLOAT: f = "f"
- * elif t == NPY_DOUBLE: f = "d"
- */
- case NPY_ULONGLONG:
- __pyx_v_f = ((char *)"Q");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":270
- * elif t == NPY_LONGLONG: f = "q"
- * elif t == NPY_ULONGLONG: f = "Q"
- * elif t == NPY_FLOAT: f = "f" # <<<<<<<<<<<<<<
- * elif t == NPY_DOUBLE: f = "d"
- * elif t == NPY_LONGDOUBLE: f = "g"
- */
- case NPY_FLOAT:
- __pyx_v_f = ((char *)"f");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":271
- * elif t == NPY_ULONGLONG: f = "Q"
- * elif t == NPY_FLOAT: f = "f"
- * elif t == NPY_DOUBLE: f = "d" # <<<<<<<<<<<<<<
- * elif t == NPY_LONGDOUBLE: f = "g"
- * elif t == NPY_CFLOAT: f = "Zf"
- */
- case NPY_DOUBLE:
- __pyx_v_f = ((char *)"d");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":272
- * elif t == NPY_FLOAT: f = "f"
- * elif t == NPY_DOUBLE: f = "d"
- * elif t == NPY_LONGDOUBLE: f = "g" # <<<<<<<<<<<<<<
- * elif t == NPY_CFLOAT: f = "Zf"
- * elif t == NPY_CDOUBLE: f = "Zd"
- */
- case NPY_LONGDOUBLE:
- __pyx_v_f = ((char *)"g");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":273
- * elif t == NPY_DOUBLE: f = "d"
- * elif t == NPY_LONGDOUBLE: f = "g"
- * elif t == NPY_CFLOAT: f = "Zf" # <<<<<<<<<<<<<<
- * elif t == NPY_CDOUBLE: f = "Zd"
- * elif t == NPY_CLONGDOUBLE: f = "Zg"
- */
- case NPY_CFLOAT:
- __pyx_v_f = ((char *)"Zf");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":274
- * elif t == NPY_LONGDOUBLE: f = "g"
- * elif t == NPY_CFLOAT: f = "Zf"
- * elif t == NPY_CDOUBLE: f = "Zd" # <<<<<<<<<<<<<<
- * elif t == NPY_CLONGDOUBLE: f = "Zg"
- * elif t == NPY_OBJECT: f = "O"
- */
- case NPY_CDOUBLE:
- __pyx_v_f = ((char *)"Zd");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":275
- * elif t == NPY_CFLOAT: f = "Zf"
- * elif t == NPY_CDOUBLE: f = "Zd"
- * elif t == NPY_CLONGDOUBLE: f = "Zg" # <<<<<<<<<<<<<<
- * elif t == NPY_OBJECT: f = "O"
- * else:
- */
- case NPY_CLONGDOUBLE:
- __pyx_v_f = ((char *)"Zg");
- break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":276
- * elif t == NPY_CDOUBLE: f = "Zd"
- * elif t == NPY_CLONGDOUBLE: f = "Zg"
- * elif t == NPY_OBJECT: f = "O" # <<<<<<<<<<<<<<
- * else:
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
- */
- case NPY_OBJECT:
- __pyx_v_f = ((char *)"O");
- break;
- default:
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":278
- * elif t == NPY_OBJECT: f = "O"
- * else:
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) # <<<<<<<<<<<<<<
- * info.format = f
- * return
- */
- __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_t); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 278, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_6 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_t_3); if (unlikely(!__pyx_t_6)) __PYX_ERR(1, 278, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_6);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 278, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_GIVEREF(__pyx_t_6);
- PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_6);
- __pyx_t_6 = 0;
- __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(1, 278, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_6);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __Pyx_Raise(__pyx_t_6, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
- __PYX_ERR(1, 278, __pyx_L1_error)
- break;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":279
- * else:
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
- * info.format = f # <<<<<<<<<<<<<<
- * return
- * else:
- */
- __pyx_v_info->format = __pyx_v_f;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":280
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
- * info.format = f
- * return # <<<<<<<<<<<<<<
- * else:
- * info.format = <char*>stdlib.malloc(_buffer_format_string_len)
- */
- __pyx_r = 0;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":255
- * info.obj = self
- *
- * if not hasfields: # <<<<<<<<<<<<<<
- * t = descr.type_num
- * if ((descr.byteorder == c'>' and little_endian) or
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":282
- * return
- * else:
- * info.format = <char*>stdlib.malloc(_buffer_format_string_len) # <<<<<<<<<<<<<<
- * info.format[0] = c'^' # Native data types, manual alignment
- * offset = 0
- */
- /*else*/ {
- __pyx_v_info->format = ((char *)malloc(0xFF));
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":283
- * else:
- * info.format = <char*>stdlib.malloc(_buffer_format_string_len)
- * info.format[0] = c'^' # Native data types, manual alignment # <<<<<<<<<<<<<<
- * offset = 0
- * f = _util_dtypestring(descr, info.format + 1,
- */
- (__pyx_v_info->format[0]) = '^';
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":284
- * info.format = <char*>stdlib.malloc(_buffer_format_string_len)
- * info.format[0] = c'^' # Native data types, manual alignment
- * offset = 0 # <<<<<<<<<<<<<<
- * f = _util_dtypestring(descr, info.format + 1,
- * info.format + _buffer_format_string_len,
- */
- __pyx_v_offset = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":285
- * info.format[0] = c'^' # Native data types, manual alignment
- * offset = 0
- * f = _util_dtypestring(descr, info.format + 1, # <<<<<<<<<<<<<<
- * info.format + _buffer_format_string_len,
- * &offset)
- */
- __pyx_t_7 = __pyx_f_5numpy__util_dtypestring(__pyx_v_descr, (__pyx_v_info->format + 1), (__pyx_v_info->format + 0xFF), (&__pyx_v_offset)); if (unlikely(__pyx_t_7 == NULL)) __PYX_ERR(1, 285, __pyx_L1_error)
- __pyx_v_f = __pyx_t_7;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":288
- * info.format + _buffer_format_string_len,
- * &offset)
- * f[0] = c'\0' # Terminate format string # <<<<<<<<<<<<<<
- *
- * def __releasebuffer__(ndarray self, Py_buffer* info):
- */
- (__pyx_v_f[0]) = '\x00';
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":197
- * # experimental exception made for __getbuffer__ and __releasebuffer__
- * # -- the details of this may change.
- * def __getbuffer__(ndarray self, Py_buffer* info, int flags): # <<<<<<<<<<<<<<
- * # This implementation of getbuffer is geared towards Cython
- * # requirements, and does not yet fullfill the PEP.
- */
-
- /* function exit code */
- __pyx_r = 0;
- goto __pyx_L0;
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_3);
- __Pyx_XDECREF(__pyx_t_6);
- __Pyx_AddTraceback("numpy.ndarray.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = -1;
- if (__pyx_v_info != NULL && __pyx_v_info->obj != NULL) {
- __Pyx_GOTREF(__pyx_v_info->obj);
- __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = NULL;
- }
- goto __pyx_L2;
- __pyx_L0:;
- if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
- __Pyx_GOTREF(Py_None);
- __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
- }
- __pyx_L2:;
- __Pyx_XDECREF((PyObject *)__pyx_v_descr);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":290
- * f[0] = c'\0' # Terminate format string
- *
- * def __releasebuffer__(ndarray self, Py_buffer* info): # <<<<<<<<<<<<<<
- * if PyArray_HASFIELDS(self):
- * stdlib.free(info.format)
- */
-
-/* Python wrapper */
-static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/
-static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
- __Pyx_RefNannyDeclarations
- __Pyx_RefNannySetupContext("__releasebuffer__ (wrapper)", 0);
- __pyx_pf_5numpy_7ndarray_2__releasebuffer__(((PyArrayObject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info));
-
- /* function exit code */
- __Pyx_RefNannyFinishContext();
-}
-
-static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
- __Pyx_RefNannyDeclarations
- int __pyx_t_1;
- __Pyx_RefNannySetupContext("__releasebuffer__", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":291
- *
- * def __releasebuffer__(ndarray self, Py_buffer* info):
- * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<<
- * stdlib.free(info.format)
- * if sizeof(npy_intp) != sizeof(Py_ssize_t):
- */
- __pyx_t_1 = (PyArray_HASFIELDS(__pyx_v_self) != 0);
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":292
- * def __releasebuffer__(ndarray self, Py_buffer* info):
- * if PyArray_HASFIELDS(self):
- * stdlib.free(info.format) # <<<<<<<<<<<<<<
- * if sizeof(npy_intp) != sizeof(Py_ssize_t):
- * stdlib.free(info.strides)
- */
- free(__pyx_v_info->format);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":291
- *
- * def __releasebuffer__(ndarray self, Py_buffer* info):
- * if PyArray_HASFIELDS(self): # <<<<<<<<<<<<<<
- * stdlib.free(info.format)
- * if sizeof(npy_intp) != sizeof(Py_ssize_t):
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":293
- * if PyArray_HASFIELDS(self):
- * stdlib.free(info.format)
- * if sizeof(npy_intp) != sizeof(Py_ssize_t): # <<<<<<<<<<<<<<
- * stdlib.free(info.strides)
- * # info.shape was stored after info.strides in the same block
- */
- __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0);
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":294
- * stdlib.free(info.format)
- * if sizeof(npy_intp) != sizeof(Py_ssize_t):
- * stdlib.free(info.strides) # <<<<<<<<<<<<<<
- * # info.shape was stored after info.strides in the same block
- *
- */
- free(__pyx_v_info->strides);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":293
- * if PyArray_HASFIELDS(self):
- * stdlib.free(info.format)
- * if sizeof(npy_intp) != sizeof(Py_ssize_t): # <<<<<<<<<<<<<<
- * stdlib.free(info.strides)
- * # info.shape was stored after info.strides in the same block
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":290
- * f[0] = c'\0' # Terminate format string
- *
- * def __releasebuffer__(ndarray self, Py_buffer* info): # <<<<<<<<<<<<<<
- * if PyArray_HASFIELDS(self):
- * stdlib.free(info.format)
- */
-
- /* function exit code */
- __Pyx_RefNannyFinishContext();
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":770
- * ctypedef npy_cdouble complex_t
- *
- * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(1, <void*>a)
- *
- */
-
-static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":771
- *
- * cdef inline object PyArray_MultiIterNew1(a):
- * return PyArray_MultiIterNew(1, <void*>a) # <<<<<<<<<<<<<<
- *
- * cdef inline object PyArray_MultiIterNew2(a, b):
- */
- __Pyx_XDECREF(__pyx_r);
- __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 771, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_r = __pyx_t_1;
- __pyx_t_1 = 0;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":770
- * ctypedef npy_cdouble complex_t
- *
- * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(1, <void*>a)
- *
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = 0;
- __pyx_L0:;
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":773
- * return PyArray_MultiIterNew(1, <void*>a)
- *
- * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(2, <void*>a, <void*>b)
- *
- */
-
-static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":774
- *
- * cdef inline object PyArray_MultiIterNew2(a, b):
- * return PyArray_MultiIterNew(2, <void*>a, <void*>b) # <<<<<<<<<<<<<<
- *
- * cdef inline object PyArray_MultiIterNew3(a, b, c):
- */
- __Pyx_XDECREF(__pyx_r);
- __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 774, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_r = __pyx_t_1;
- __pyx_t_1 = 0;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":773
- * return PyArray_MultiIterNew(1, <void*>a)
- *
- * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(2, <void*>a, <void*>b)
- *
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = 0;
- __pyx_L0:;
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":776
- * return PyArray_MultiIterNew(2, <void*>a, <void*>b)
- *
- * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
- *
- */
-
-static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) {
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":777
- *
- * cdef inline object PyArray_MultiIterNew3(a, b, c):
- * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c) # <<<<<<<<<<<<<<
- *
- * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
- */
- __Pyx_XDECREF(__pyx_r);
- __pyx_t_1 = PyArray_MultiIterNew(3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 777, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_r = __pyx_t_1;
- __pyx_t_1 = 0;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":776
- * return PyArray_MultiIterNew(2, <void*>a, <void*>b)
- *
- * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
- *
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = 0;
- __pyx_L0:;
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":779
- * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
- *
- * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
- *
- */
-
-static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) {
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":780
- *
- * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
- * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d) # <<<<<<<<<<<<<<
- *
- * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
- */
- __Pyx_XDECREF(__pyx_r);
- __pyx_t_1 = PyArray_MultiIterNew(4, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 780, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_r = __pyx_t_1;
- __pyx_t_1 = 0;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":779
- * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
- *
- * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
- *
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = 0;
- __pyx_L0:;
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":782
- * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
- *
- * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
- *
- */
-
-static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) {
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":783
- *
- * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
- * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e) # <<<<<<<<<<<<<<
- *
- * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:
- */
- __Pyx_XDECREF(__pyx_r);
- __pyx_t_1 = PyArray_MultiIterNew(5, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d), ((void *)__pyx_v_e)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 783, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- __pyx_r = __pyx_t_1;
- __pyx_t_1 = 0;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":782
- * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
- *
- * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<<
- * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
- *
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = 0;
- __pyx_L0:;
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":785
- * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
- *
- * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL: # <<<<<<<<<<<<<<
- * # Recursive utility function used in __getbuffer__ to get format
- * # string. The new location in the format string is returned.
- */
-
-static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *__pyx_v_descr, char *__pyx_v_f, char *__pyx_v_end, int *__pyx_v_offset) {
- PyArray_Descr *__pyx_v_child = 0;
- int __pyx_v_endian_detector;
- int __pyx_v_little_endian;
- PyObject *__pyx_v_fields = 0;
- PyObject *__pyx_v_childname = NULL;
- PyObject *__pyx_v_new_offset = NULL;
- PyObject *__pyx_v_t = NULL;
- char *__pyx_r;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- Py_ssize_t __pyx_t_2;
- PyObject *__pyx_t_3 = NULL;
- PyObject *__pyx_t_4 = NULL;
- int __pyx_t_5;
- int __pyx_t_6;
- int __pyx_t_7;
- long __pyx_t_8;
- char *__pyx_t_9;
- __Pyx_RefNannySetupContext("_util_dtypestring", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":790
- *
- * cdef dtype child
- * cdef int endian_detector = 1 # <<<<<<<<<<<<<<
- * cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
- * cdef tuple fields
- */
- __pyx_v_endian_detector = 1;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":791
- * cdef dtype child
- * cdef int endian_detector = 1
- * cdef bint little_endian = ((<char*>&endian_detector)[0] != 0) # <<<<<<<<<<<<<<
- * cdef tuple fields
- *
- */
- __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":794
- * cdef tuple fields
- *
- * for childname in descr.names: # <<<<<<<<<<<<<<
- * fields = descr.fields[childname]
- * child, new_offset = fields
- */
- if (unlikely(__pyx_v_descr->names == Py_None)) {
- PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
- __PYX_ERR(1, 794, __pyx_L1_error)
- }
- __pyx_t_1 = __pyx_v_descr->names; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
- for (;;) {
- if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
- #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
- __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(1, 794, __pyx_L1_error)
- #else
- __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 794, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- #endif
- __Pyx_XDECREF_SET(__pyx_v_childname, __pyx_t_3);
- __pyx_t_3 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":795
- *
- * for childname in descr.names:
- * fields = descr.fields[childname] # <<<<<<<<<<<<<<
- * child, new_offset = fields
- *
- */
- if (unlikely(__pyx_v_descr->fields == Py_None)) {
- PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
- __PYX_ERR(1, 795, __pyx_L1_error)
- }
- __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_v_descr->fields, __pyx_v_childname); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 795, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- if (!(likely(PyTuple_CheckExact(__pyx_t_3))||((__pyx_t_3) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_t_3)->tp_name), 0))) __PYX_ERR(1, 795, __pyx_L1_error)
- __Pyx_XDECREF_SET(__pyx_v_fields, ((PyObject*)__pyx_t_3));
- __pyx_t_3 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":796
- * for childname in descr.names:
- * fields = descr.fields[childname]
- * child, new_offset = fields # <<<<<<<<<<<<<<
- *
- * if (end - f) - <int>(new_offset - offset[0]) < 15:
- */
- if (likely(__pyx_v_fields != Py_None)) {
- PyObject* sequence = __pyx_v_fields;
- #if !CYTHON_COMPILING_IN_PYPY
- Py_ssize_t size = Py_SIZE(sequence);
- #else
- Py_ssize_t size = PySequence_Size(sequence);
- #endif
- if (unlikely(size != 2)) {
- if (size > 2) __Pyx_RaiseTooManyValuesError(2);
- else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
- __PYX_ERR(1, 796, __pyx_L1_error)
- }
- #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
- __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0);
- __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1);
- __Pyx_INCREF(__pyx_t_3);
- __Pyx_INCREF(__pyx_t_4);
- #else
- __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 796, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 796, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- #endif
- } else {
- __Pyx_RaiseNoneNotIterableError(); __PYX_ERR(1, 796, __pyx_L1_error)
- }
- if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_dtype))))) __PYX_ERR(1, 796, __pyx_L1_error)
- __Pyx_XDECREF_SET(__pyx_v_child, ((PyArray_Descr *)__pyx_t_3));
- __pyx_t_3 = 0;
- __Pyx_XDECREF_SET(__pyx_v_new_offset, __pyx_t_4);
- __pyx_t_4 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":798
- * child, new_offset = fields
- *
- * if (end - f) - <int>(new_offset - offset[0]) < 15: # <<<<<<<<<<<<<<
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
- *
- */
- __pyx_t_4 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 798, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyNumber_Subtract(__pyx_v_new_offset, __pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 798, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) __PYX_ERR(1, 798, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = ((((__pyx_v_end - __pyx_v_f) - ((int)__pyx_t_5)) < 15) != 0);
- if (__pyx_t_6) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":799
- *
- * if (end - f) - <int>(new_offset - offset[0]) < 15:
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd") # <<<<<<<<<<<<<<
- *
- * if ((child.byteorder == c'>' and little_endian) or
- */
- __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 799, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_Raise(__pyx_t_3, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __PYX_ERR(1, 799, __pyx_L1_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":798
- * child, new_offset = fields
- *
- * if (end - f) - <int>(new_offset - offset[0]) < 15: # <<<<<<<<<<<<<<
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
- *
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":801
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
- *
- * if ((child.byteorder == c'>' and little_endian) or # <<<<<<<<<<<<<<
- * (child.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- */
- __pyx_t_7 = ((__pyx_v_child->byteorder == '>') != 0);
- if (!__pyx_t_7) {
- goto __pyx_L8_next_or;
- } else {
- }
- __pyx_t_7 = (__pyx_v_little_endian != 0);
- if (!__pyx_t_7) {
- } else {
- __pyx_t_6 = __pyx_t_7;
- goto __pyx_L7_bool_binop_done;
- }
- __pyx_L8_next_or:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":802
- *
- * if ((child.byteorder == c'>' and little_endian) or
- * (child.byteorder == c'<' and not little_endian)): # <<<<<<<<<<<<<<
- * raise ValueError(u"Non-native byte order not supported")
- * # One could encode it in the format string and have Cython
- */
- __pyx_t_7 = ((__pyx_v_child->byteorder == '<') != 0);
- if (__pyx_t_7) {
- } else {
- __pyx_t_6 = __pyx_t_7;
- goto __pyx_L7_bool_binop_done;
- }
- __pyx_t_7 = ((!(__pyx_v_little_endian != 0)) != 0);
- __pyx_t_6 = __pyx_t_7;
- __pyx_L7_bool_binop_done:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":801
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
- *
- * if ((child.byteorder == c'>' and little_endian) or # <<<<<<<<<<<<<<
- * (child.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- */
- if (__pyx_t_6) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":803
- * if ((child.byteorder == c'>' and little_endian) or
- * (child.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<<
- * # One could encode it in the format string and have Cython
- * # complain instead, BUT: < and > in format strings also imply
- */
- __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 803, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_Raise(__pyx_t_3, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __PYX_ERR(1, 803, __pyx_L1_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":801
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
- *
- * if ((child.byteorder == c'>' and little_endian) or # <<<<<<<<<<<<<<
- * (child.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported")
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":813
- *
- * # Output padding bytes
- * while offset[0] < new_offset: # <<<<<<<<<<<<<<
- * f[0] = 120 # "x"; pad byte
- * f += 1
- */
- while (1) {
- __pyx_t_3 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 813, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_t_3, __pyx_v_new_offset, Py_LT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 813, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 813, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (!__pyx_t_6) break;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":814
- * # Output padding bytes
- * while offset[0] < new_offset:
- * f[0] = 120 # "x"; pad byte # <<<<<<<<<<<<<<
- * f += 1
- * offset[0] += 1
- */
- (__pyx_v_f[0]) = 0x78;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":815
- * while offset[0] < new_offset:
- * f[0] = 120 # "x"; pad byte
- * f += 1 # <<<<<<<<<<<<<<
- * offset[0] += 1
- *
- */
- __pyx_v_f = (__pyx_v_f + 1);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":816
- * f[0] = 120 # "x"; pad byte
- * f += 1
- * offset[0] += 1 # <<<<<<<<<<<<<<
- *
- * offset[0] += child.itemsize
- */
- __pyx_t_8 = 0;
- (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + 1);
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":818
- * offset[0] += 1
- *
- * offset[0] += child.itemsize # <<<<<<<<<<<<<<
- *
- * if not PyDataType_HASFIELDS(child):
- */
- __pyx_t_8 = 0;
- (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + __pyx_v_child->elsize);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":820
- * offset[0] += child.itemsize
- *
- * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<<
- * t = child.type_num
- * if end - f < 5:
- */
- __pyx_t_6 = ((!(PyDataType_HASFIELDS(__pyx_v_child) != 0)) != 0);
- if (__pyx_t_6) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":821
- *
- * if not PyDataType_HASFIELDS(child):
- * t = child.type_num # <<<<<<<<<<<<<<
- * if end - f < 5:
- * raise RuntimeError(u"Format string allocated too short.")
- */
- __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_child->type_num); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 821, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_4);
- __pyx_t_4 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":822
- * if not PyDataType_HASFIELDS(child):
- * t = child.type_num
- * if end - f < 5: # <<<<<<<<<<<<<<
- * raise RuntimeError(u"Format string allocated too short.")
- *
- */
- __pyx_t_6 = (((__pyx_v_end - __pyx_v_f) < 5) != 0);
- if (__pyx_t_6) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":823
- * t = child.type_num
- * if end - f < 5:
- * raise RuntimeError(u"Format string allocated too short.") # <<<<<<<<<<<<<<
- *
- * # Until ticket #99 is fixed, use integers to avoid warnings
- */
- __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__28, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 823, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __Pyx_Raise(__pyx_t_4, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __PYX_ERR(1, 823, __pyx_L1_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":822
- * if not PyDataType_HASFIELDS(child):
- * t = child.type_num
- * if end - f < 5: # <<<<<<<<<<<<<<
- * raise RuntimeError(u"Format string allocated too short.")
- *
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":826
- *
- * # Until ticket #99 is fixed, use integers to avoid warnings
- * if t == NPY_BYTE: f[0] = 98 #"b" # <<<<<<<<<<<<<<
- * elif t == NPY_UBYTE: f[0] = 66 #"B"
- * elif t == NPY_SHORT: f[0] = 104 #"h"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_BYTE); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 826, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 826, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 826, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 98;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":827
- * # Until ticket #99 is fixed, use integers to avoid warnings
- * if t == NPY_BYTE: f[0] = 98 #"b"
- * elif t == NPY_UBYTE: f[0] = 66 #"B" # <<<<<<<<<<<<<<
- * elif t == NPY_SHORT: f[0] = 104 #"h"
- * elif t == NPY_USHORT: f[0] = 72 #"H"
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UBYTE); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 827, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 827, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 827, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 66;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":828
- * if t == NPY_BYTE: f[0] = 98 #"b"
- * elif t == NPY_UBYTE: f[0] = 66 #"B"
- * elif t == NPY_SHORT: f[0] = 104 #"h" # <<<<<<<<<<<<<<
- * elif t == NPY_USHORT: f[0] = 72 #"H"
- * elif t == NPY_INT: f[0] = 105 #"i"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_SHORT); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 828, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 828, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 828, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x68;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":829
- * elif t == NPY_UBYTE: f[0] = 66 #"B"
- * elif t == NPY_SHORT: f[0] = 104 #"h"
- * elif t == NPY_USHORT: f[0] = 72 #"H" # <<<<<<<<<<<<<<
- * elif t == NPY_INT: f[0] = 105 #"i"
- * elif t == NPY_UINT: f[0] = 73 #"I"
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_USHORT); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 829, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 829, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 829, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 72;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":830
- * elif t == NPY_SHORT: f[0] = 104 #"h"
- * elif t == NPY_USHORT: f[0] = 72 #"H"
- * elif t == NPY_INT: f[0] = 105 #"i" # <<<<<<<<<<<<<<
- * elif t == NPY_UINT: f[0] = 73 #"I"
- * elif t == NPY_LONG: f[0] = 108 #"l"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_INT); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 830, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 830, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 830, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x69;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":831
- * elif t == NPY_USHORT: f[0] = 72 #"H"
- * elif t == NPY_INT: f[0] = 105 #"i"
- * elif t == NPY_UINT: f[0] = 73 #"I" # <<<<<<<<<<<<<<
- * elif t == NPY_LONG: f[0] = 108 #"l"
- * elif t == NPY_ULONG: f[0] = 76 #"L"
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UINT); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 831, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 831, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 831, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 73;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":832
- * elif t == NPY_INT: f[0] = 105 #"i"
- * elif t == NPY_UINT: f[0] = 73 #"I"
- * elif t == NPY_LONG: f[0] = 108 #"l" # <<<<<<<<<<<<<<
- * elif t == NPY_ULONG: f[0] = 76 #"L"
- * elif t == NPY_LONGLONG: f[0] = 113 #"q"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONG); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 832, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 832, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 832, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x6C;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":833
- * elif t == NPY_UINT: f[0] = 73 #"I"
- * elif t == NPY_LONG: f[0] = 108 #"l"
- * elif t == NPY_ULONG: f[0] = 76 #"L" # <<<<<<<<<<<<<<
- * elif t == NPY_LONGLONG: f[0] = 113 #"q"
- * elif t == NPY_ULONGLONG: f[0] = 81 #"Q"
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONG); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 833, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 833, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 833, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 76;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":834
- * elif t == NPY_LONG: f[0] = 108 #"l"
- * elif t == NPY_ULONG: f[0] = 76 #"L"
- * elif t == NPY_LONGLONG: f[0] = 113 #"q" # <<<<<<<<<<<<<<
- * elif t == NPY_ULONGLONG: f[0] = 81 #"Q"
- * elif t == NPY_FLOAT: f[0] = 102 #"f"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGLONG); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 834, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 834, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 834, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x71;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":835
- * elif t == NPY_ULONG: f[0] = 76 #"L"
- * elif t == NPY_LONGLONG: f[0] = 113 #"q"
- * elif t == NPY_ULONGLONG: f[0] = 81 #"Q" # <<<<<<<<<<<<<<
- * elif t == NPY_FLOAT: f[0] = 102 #"f"
- * elif t == NPY_DOUBLE: f[0] = 100 #"d"
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONGLONG); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 835, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 835, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 835, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 81;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":836
- * elif t == NPY_LONGLONG: f[0] = 113 #"q"
- * elif t == NPY_ULONGLONG: f[0] = 81 #"Q"
- * elif t == NPY_FLOAT: f[0] = 102 #"f" # <<<<<<<<<<<<<<
- * elif t == NPY_DOUBLE: f[0] = 100 #"d"
- * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_FLOAT); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 836, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 836, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 836, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x66;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":837
- * elif t == NPY_ULONGLONG: f[0] = 81 #"Q"
- * elif t == NPY_FLOAT: f[0] = 102 #"f"
- * elif t == NPY_DOUBLE: f[0] = 100 #"d" # <<<<<<<<<<<<<<
- * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g"
- * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_DOUBLE); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 837, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 837, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 837, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x64;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":838
- * elif t == NPY_FLOAT: f[0] = 102 #"f"
- * elif t == NPY_DOUBLE: f[0] = 100 #"d"
- * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g" # <<<<<<<<<<<<<<
- * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf
- * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGDOUBLE); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 838, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 838, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 838, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 0x67;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":839
- * elif t == NPY_DOUBLE: f[0] = 100 #"d"
- * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g"
- * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf # <<<<<<<<<<<<<<
- * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd
- * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CFLOAT); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 839, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 839, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 839, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 90;
- (__pyx_v_f[1]) = 0x66;
- __pyx_v_f = (__pyx_v_f + 1);
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":840
- * elif t == NPY_LONGDOUBLE: f[0] = 103 #"g"
- * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf
- * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd # <<<<<<<<<<<<<<
- * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
- * elif t == NPY_OBJECT: f[0] = 79 #"O"
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CDOUBLE); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 840, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 840, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 840, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 90;
- (__pyx_v_f[1]) = 0x64;
- __pyx_v_f = (__pyx_v_f + 1);
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":841
- * elif t == NPY_CFLOAT: f[0] = 90; f[1] = 102; f += 1 # Zf
- * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd
- * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg # <<<<<<<<<<<<<<
- * elif t == NPY_OBJECT: f[0] = 79 #"O"
- * else:
- */
- __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CLONGDOUBLE); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 841, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 841, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 841, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 90;
- (__pyx_v_f[1]) = 0x67;
- __pyx_v_f = (__pyx_v_f + 1);
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":842
- * elif t == NPY_CDOUBLE: f[0] = 90; f[1] = 100; f += 1 # Zd
- * elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
- * elif t == NPY_OBJECT: f[0] = 79 #"O" # <<<<<<<<<<<<<<
- * else:
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
- */
- __pyx_t_4 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_OBJECT); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 842, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 842, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(1, 842, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (__pyx_t_6) {
- (__pyx_v_f[0]) = 79;
- goto __pyx_L15;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":844
- * elif t == NPY_OBJECT: f[0] = 79 #"O"
- * else:
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) # <<<<<<<<<<<<<<
- * f += 1
- * else:
- */
- /*else*/ {
- __pyx_t_3 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_v_t); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 844, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 844, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_4);
- __Pyx_GIVEREF(__pyx_t_3);
- PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
- __pyx_t_3 = 0;
- __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(1, 844, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_3);
- __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
- __Pyx_Raise(__pyx_t_3, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __PYX_ERR(1, 844, __pyx_L1_error)
- }
- __pyx_L15:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":845
- * else:
- * raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
- * f += 1 # <<<<<<<<<<<<<<
- * else:
- * # Cython ignores struct boundary information ("T{...}"),
- */
- __pyx_v_f = (__pyx_v_f + 1);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":820
- * offset[0] += child.itemsize
- *
- * if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<<
- * t = child.type_num
- * if end - f < 5:
- */
- goto __pyx_L13;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":849
- * # Cython ignores struct boundary information ("T{...}"),
- * # so don't output it
- * f = _util_dtypestring(child, f, end, offset) # <<<<<<<<<<<<<<
- * return f
- *
- */
- /*else*/ {
- __pyx_t_9 = __pyx_f_5numpy__util_dtypestring(__pyx_v_child, __pyx_v_f, __pyx_v_end, __pyx_v_offset); if (unlikely(__pyx_t_9 == NULL)) __PYX_ERR(1, 849, __pyx_L1_error)
- __pyx_v_f = __pyx_t_9;
- }
- __pyx_L13:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":794
- * cdef tuple fields
- *
- * for childname in descr.names: # <<<<<<<<<<<<<<
- * fields = descr.fields[childname]
- * child, new_offset = fields
- */
- }
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":850
- * # so don't output it
- * f = _util_dtypestring(child, f, end, offset)
- * return f # <<<<<<<<<<<<<<
- *
- *
- */
- __pyx_r = __pyx_v_f;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":785
- * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
- *
- * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL: # <<<<<<<<<<<<<<
- * # Recursive utility function used in __getbuffer__ to get format
- * # string. The new location in the format string is returned.
- */
-
- /* function exit code */
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- __Pyx_XDECREF(__pyx_t_3);
- __Pyx_XDECREF(__pyx_t_4);
- __Pyx_AddTraceback("numpy._util_dtypestring", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = NULL;
- __pyx_L0:;
- __Pyx_XDECREF((PyObject *)__pyx_v_child);
- __Pyx_XDECREF(__pyx_v_fields);
- __Pyx_XDECREF(__pyx_v_childname);
- __Pyx_XDECREF(__pyx_v_new_offset);
- __Pyx_XDECREF(__pyx_v_t);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":966
- *
- *
- * cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<<
- * cdef PyObject* baseptr
- * if base is None:
- */
-
-static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) {
- PyObject *__pyx_v_baseptr;
- __Pyx_RefNannyDeclarations
- int __pyx_t_1;
- int __pyx_t_2;
- __Pyx_RefNannySetupContext("set_array_base", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":968
- * cdef inline void set_array_base(ndarray arr, object base):
- * cdef PyObject* baseptr
- * if base is None: # <<<<<<<<<<<<<<
- * baseptr = NULL
- * else:
- */
- __pyx_t_1 = (__pyx_v_base == Py_None);
- __pyx_t_2 = (__pyx_t_1 != 0);
- if (__pyx_t_2) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":969
- * cdef PyObject* baseptr
- * if base is None:
- * baseptr = NULL # <<<<<<<<<<<<<<
- * else:
- * Py_INCREF(base) # important to do this before decref below!
- */
- __pyx_v_baseptr = NULL;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":968
- * cdef inline void set_array_base(ndarray arr, object base):
- * cdef PyObject* baseptr
- * if base is None: # <<<<<<<<<<<<<<
- * baseptr = NULL
- * else:
- */
- goto __pyx_L3;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":971
- * baseptr = NULL
- * else:
- * Py_INCREF(base) # important to do this before decref below! # <<<<<<<<<<<<<<
- * baseptr = <PyObject*>base
- * Py_XDECREF(arr.base)
- */
- /*else*/ {
- Py_INCREF(__pyx_v_base);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":972
- * else:
- * Py_INCREF(base) # important to do this before decref below!
- * baseptr = <PyObject*>base # <<<<<<<<<<<<<<
- * Py_XDECREF(arr.base)
- * arr.base = baseptr
- */
- __pyx_v_baseptr = ((PyObject *)__pyx_v_base);
- }
- __pyx_L3:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":973
- * Py_INCREF(base) # important to do this before decref below!
- * baseptr = <PyObject*>base
- * Py_XDECREF(arr.base) # <<<<<<<<<<<<<<
- * arr.base = baseptr
- *
- */
- Py_XDECREF(__pyx_v_arr->base);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":974
- * baseptr = <PyObject*>base
- * Py_XDECREF(arr.base)
- * arr.base = baseptr # <<<<<<<<<<<<<<
- *
- * cdef inline object get_array_base(ndarray arr):
- */
- __pyx_v_arr->base = __pyx_v_baseptr;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":966
- *
- *
- * cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<<
- * cdef PyObject* baseptr
- * if base is None:
- */
-
- /* function exit code */
- __Pyx_RefNannyFinishContext();
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":976
- * arr.base = baseptr
- *
- * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<<
- * if arr.base is NULL:
- * return None
- */
-
-static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__pyx_v_arr) {
- PyObject *__pyx_r = NULL;
- __Pyx_RefNannyDeclarations
- int __pyx_t_1;
- __Pyx_RefNannySetupContext("get_array_base", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":977
- *
- * cdef inline object get_array_base(ndarray arr):
- * if arr.base is NULL: # <<<<<<<<<<<<<<
- * return None
- * else:
- */
- __pyx_t_1 = ((__pyx_v_arr->base == NULL) != 0);
- if (__pyx_t_1) {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":978
- * cdef inline object get_array_base(ndarray arr):
- * if arr.base is NULL:
- * return None # <<<<<<<<<<<<<<
- * else:
- * return <object>arr.base
- */
- __Pyx_XDECREF(__pyx_r);
- __Pyx_INCREF(Py_None);
- __pyx_r = Py_None;
- goto __pyx_L0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":977
- *
- * cdef inline object get_array_base(ndarray arr):
- * if arr.base is NULL: # <<<<<<<<<<<<<<
- * return None
- * else:
- */
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":980
- * return None
- * else:
- * return <object>arr.base # <<<<<<<<<<<<<<
- *
- *
- */
- /*else*/ {
- __Pyx_XDECREF(__pyx_r);
- __Pyx_INCREF(((PyObject *)__pyx_v_arr->base));
- __pyx_r = ((PyObject *)__pyx_v_arr->base);
- goto __pyx_L0;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":976
- * arr.base = baseptr
- *
- * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<<
- * if arr.base is NULL:
- * return None
- */
-
- /* function exit code */
- __pyx_L0:;
- __Pyx_XGIVEREF(__pyx_r);
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":985
- * # Versions of the import_* functions which are more suitable for
- * # Cython code.
- * cdef inline int import_array() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_array()
- */
-
-static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
- int __pyx_r;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- PyObject *__pyx_t_2 = NULL;
- PyObject *__pyx_t_3 = NULL;
- int __pyx_t_4;
- PyObject *__pyx_t_5 = NULL;
- PyObject *__pyx_t_6 = NULL;
- PyObject *__pyx_t_7 = NULL;
- PyObject *__pyx_t_8 = NULL;
- __Pyx_RefNannySetupContext("import_array", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":986
- * # Cython code.
- * cdef inline int import_array() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_array()
- * except Exception:
- */
- {
- __Pyx_PyThreadState_declare
- __Pyx_PyThreadState_assign
- __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
- __Pyx_XGOTREF(__pyx_t_1);
- __Pyx_XGOTREF(__pyx_t_2);
- __Pyx_XGOTREF(__pyx_t_3);
- /*try:*/ {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":987
- * cdef inline int import_array() except -1:
- * try:
- * _import_array() # <<<<<<<<<<<<<<
- * except Exception:
- * raise ImportError("numpy.core.multiarray failed to import")
- */
- __pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 987, __pyx_L3_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":986
- * # Cython code.
- * cdef inline int import_array() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_array()
- * except Exception:
- */
- }
- __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
- __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
- __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
- goto __pyx_L10_try_end;
- __pyx_L3_error:;
- __Pyx_PyThreadState_assign
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":988
- * try:
- * _import_array()
- * except Exception: # <<<<<<<<<<<<<<
- * raise ImportError("numpy.core.multiarray failed to import")
- *
- */
- __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
- if (__pyx_t_4) {
- __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
- if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 988, __pyx_L5_except_error)
- __Pyx_GOTREF(__pyx_t_5);
- __Pyx_GOTREF(__pyx_t_6);
- __Pyx_GOTREF(__pyx_t_7);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":989
- * _import_array()
- * except Exception:
- * raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<<
- *
- * cdef inline int import_umath() except -1:
- */
- __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__29, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 989, __pyx_L5_except_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_Raise(__pyx_t_8, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __PYX_ERR(1, 989, __pyx_L5_except_error)
- }
- goto __pyx_L5_except_error;
- __pyx_L5_except_error:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":986
- * # Cython code.
- * cdef inline int import_array() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_array()
- * except Exception:
- */
- __Pyx_PyThreadState_assign
- __Pyx_XGIVEREF(__pyx_t_1);
- __Pyx_XGIVEREF(__pyx_t_2);
- __Pyx_XGIVEREF(__pyx_t_3);
- __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
- goto __pyx_L1_error;
- __pyx_L10_try_end:;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":985
- * # Versions of the import_* functions which are more suitable for
- * # Cython code.
- * cdef inline int import_array() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_array()
- */
-
- /* function exit code */
- __pyx_r = 0;
- goto __pyx_L0;
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_5);
- __Pyx_XDECREF(__pyx_t_6);
- __Pyx_XDECREF(__pyx_t_7);
- __Pyx_XDECREF(__pyx_t_8);
- __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = -1;
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":991
- * raise ImportError("numpy.core.multiarray failed to import")
- *
- * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_umath()
- */
-
-static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
- int __pyx_r;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- PyObject *__pyx_t_2 = NULL;
- PyObject *__pyx_t_3 = NULL;
- int __pyx_t_4;
- PyObject *__pyx_t_5 = NULL;
- PyObject *__pyx_t_6 = NULL;
- PyObject *__pyx_t_7 = NULL;
- PyObject *__pyx_t_8 = NULL;
- __Pyx_RefNannySetupContext("import_umath", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":992
- *
- * cdef inline int import_umath() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_umath()
- * except Exception:
- */
- {
- __Pyx_PyThreadState_declare
- __Pyx_PyThreadState_assign
- __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
- __Pyx_XGOTREF(__pyx_t_1);
- __Pyx_XGOTREF(__pyx_t_2);
- __Pyx_XGOTREF(__pyx_t_3);
- /*try:*/ {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":993
- * cdef inline int import_umath() except -1:
- * try:
- * _import_umath() # <<<<<<<<<<<<<<
- * except Exception:
- * raise ImportError("numpy.core.umath failed to import")
- */
- __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 993, __pyx_L3_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":992
- *
- * cdef inline int import_umath() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_umath()
- * except Exception:
- */
- }
- __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
- __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
- __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
- goto __pyx_L10_try_end;
- __pyx_L3_error:;
- __Pyx_PyThreadState_assign
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":994
- * try:
- * _import_umath()
- * except Exception: # <<<<<<<<<<<<<<
- * raise ImportError("numpy.core.umath failed to import")
- *
- */
- __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
- if (__pyx_t_4) {
- __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename);
- if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 994, __pyx_L5_except_error)
- __Pyx_GOTREF(__pyx_t_5);
- __Pyx_GOTREF(__pyx_t_6);
- __Pyx_GOTREF(__pyx_t_7);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":995
- * _import_umath()
- * except Exception:
- * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
- *
- * cdef inline int import_ufunc() except -1:
- */
- __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__30, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 995, __pyx_L5_except_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_Raise(__pyx_t_8, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __PYX_ERR(1, 995, __pyx_L5_except_error)
- }
- goto __pyx_L5_except_error;
- __pyx_L5_except_error:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":992
- *
- * cdef inline int import_umath() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_umath()
- * except Exception:
- */
- __Pyx_PyThreadState_assign
- __Pyx_XGIVEREF(__pyx_t_1);
- __Pyx_XGIVEREF(__pyx_t_2);
- __Pyx_XGIVEREF(__pyx_t_3);
- __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
- goto __pyx_L1_error;
- __pyx_L10_try_end:;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":991
- * raise ImportError("numpy.core.multiarray failed to import")
- *
- * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_umath()
- */
-
- /* function exit code */
- __pyx_r = 0;
- goto __pyx_L0;
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_5);
- __Pyx_XDECREF(__pyx_t_6);
- __Pyx_XDECREF(__pyx_t_7);
- __Pyx_XDECREF(__pyx_t_8);
- __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = -1;
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-/* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":997
- * raise ImportError("numpy.core.umath failed to import")
- *
- * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_umath()
- */
-
-static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
- int __pyx_r;
- __Pyx_RefNannyDeclarations
- PyObject *__pyx_t_1 = NULL;
- PyObject *__pyx_t_2 = NULL;
- PyObject *__pyx_t_3 = NULL;
- int __pyx_t_4;
- PyObject *__pyx_t_5 = NULL;
- PyObject *__pyx_t_6 = NULL;
- PyObject *__pyx_t_7 = NULL;
- PyObject *__pyx_t_8 = NULL;
- __Pyx_RefNannySetupContext("import_ufunc", 0);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":998
- *
- * cdef inline int import_ufunc() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_umath()
- * except Exception:
- */
- {
- __Pyx_PyThreadState_declare
- __Pyx_PyThreadState_assign
- __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
- __Pyx_XGOTREF(__pyx_t_1);
- __Pyx_XGOTREF(__pyx_t_2);
- __Pyx_XGOTREF(__pyx_t_3);
- /*try:*/ {
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":999
- * cdef inline int import_ufunc() except -1:
- * try:
- * _import_umath() # <<<<<<<<<<<<<<
- * except Exception:
- * raise ImportError("numpy.core.umath failed to import")
- */
- __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 999, __pyx_L3_error)
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":998
- *
- * cdef inline int import_ufunc() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_umath()
- * except Exception:
- */
- }
- __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
- __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
- __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
- goto __pyx_L10_try_end;
- __pyx_L3_error:;
- __Pyx_PyThreadState_assign
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":1000
- * try:
- * _import_umath()
- * except Exception: # <<<<<<<<<<<<<<
- * raise ImportError("numpy.core.umath failed to import")
- */
- __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
- if (__pyx_t_4) {
- __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);
- if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 1000, __pyx_L5_except_error)
- __Pyx_GOTREF(__pyx_t_5);
- __Pyx_GOTREF(__pyx_t_6);
- __Pyx_GOTREF(__pyx_t_7);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":1001
- * _import_umath()
- * except Exception:
- * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
- */
- __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__31, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 1001, __pyx_L5_except_error)
- __Pyx_GOTREF(__pyx_t_8);
- __Pyx_Raise(__pyx_t_8, 0, 0, 0);
- __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
- __PYX_ERR(1, 1001, __pyx_L5_except_error)
- }
- goto __pyx_L5_except_error;
- __pyx_L5_except_error:;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":998
- *
- * cdef inline int import_ufunc() except -1:
- * try: # <<<<<<<<<<<<<<
- * _import_umath()
- * except Exception:
- */
- __Pyx_PyThreadState_assign
- __Pyx_XGIVEREF(__pyx_t_1);
- __Pyx_XGIVEREF(__pyx_t_2);
- __Pyx_XGIVEREF(__pyx_t_3);
- __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
- goto __pyx_L1_error;
- __pyx_L10_try_end:;
- }
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":997
- * raise ImportError("numpy.core.umath failed to import")
- *
- * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_umath()
- */
-
- /* function exit code */
- __pyx_r = 0;
- goto __pyx_L0;
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_5);
- __Pyx_XDECREF(__pyx_t_6);
- __Pyx_XDECREF(__pyx_t_7);
- __Pyx_XDECREF(__pyx_t_8);
- __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);
- __pyx_r = -1;
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- return __pyx_r;
-}
-
-static PyMethodDef __pyx_methods[] = {
- {0, 0, 0, 0}
-};
-
-#if PY_MAJOR_VERSION >= 3
-static struct PyModuleDef __pyx_moduledef = {
- #if PY_VERSION_HEX < 0x03020000
- { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
- #else
- PyModuleDef_HEAD_INIT,
- #endif
- "cython_nms",
- 0, /* m_doc */
- -1, /* m_size */
- __pyx_methods /* m_methods */,
- NULL, /* m_reload */
- NULL, /* m_traverse */
- NULL, /* m_clear */
- NULL /* m_free */
-};
-#endif
-
-static __Pyx_StringTabEntry __pyx_string_tab[] = {
- {&__pyx_kp_u_Format_string_allocated_too_shor, __pyx_k_Format_string_allocated_too_shor, sizeof(__pyx_k_Format_string_allocated_too_shor), 0, 1, 0, 0},
- {&__pyx_kp_u_Format_string_allocated_too_shor_2, __pyx_k_Format_string_allocated_too_shor_2, sizeof(__pyx_k_Format_string_allocated_too_shor_2), 0, 1, 0, 0},
- {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
- {&__pyx_kp_u_Non_native_byte_order_not_suppor, __pyx_k_Non_native_byte_order_not_suppor, sizeof(__pyx_k_Non_native_byte_order_not_suppor), 0, 1, 0, 0},
- {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1},
- {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1},
- {&__pyx_n_s_areas, __pyx_k_areas, sizeof(__pyx_k_areas), 0, 0, 1, 1},
- {&__pyx_n_s_argsort, __pyx_k_argsort, sizeof(__pyx_k_argsort), 0, 0, 1, 1},
- {&__pyx_n_s_cython_nms, __pyx_k_cython_nms, sizeof(__pyx_k_cython_nms), 0, 0, 1, 1},
- {&__pyx_n_s_dets, __pyx_k_dets, sizeof(__pyx_k_dets), 0, 0, 1, 1},
- {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1},
- {&__pyx_n_s_h, __pyx_k_h, sizeof(__pyx_k_h), 0, 0, 1, 1},
- {&__pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_k_home_yjr_PycharmProjects_Faster, sizeof(__pyx_k_home_yjr_PycharmProjects_Faster), 0, 0, 1, 0},
- {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1},
- {&__pyx_n_s_i_2, __pyx_k_i_2, sizeof(__pyx_k_i_2), 0, 0, 1, 1},
- {&__pyx_n_s_iarea, __pyx_k_iarea, sizeof(__pyx_k_iarea), 0, 0, 1, 1},
- {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
- {&__pyx_n_s_int, __pyx_k_int, sizeof(__pyx_k_int), 0, 0, 1, 1},
- {&__pyx_n_s_inter, __pyx_k_inter, sizeof(__pyx_k_inter), 0, 0, 1, 1},
- {&__pyx_n_s_ix1, __pyx_k_ix1, sizeof(__pyx_k_ix1), 0, 0, 1, 1},
- {&__pyx_n_s_ix2, __pyx_k_ix2, sizeof(__pyx_k_ix2), 0, 0, 1, 1},
- {&__pyx_n_s_iy1, __pyx_k_iy1, sizeof(__pyx_k_iy1), 0, 0, 1, 1},
- {&__pyx_n_s_iy2, __pyx_k_iy2, sizeof(__pyx_k_iy2), 0, 0, 1, 1},
- {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1},
- {&__pyx_n_s_j_2, __pyx_k_j_2, sizeof(__pyx_k_j_2), 0, 0, 1, 1},
- {&__pyx_n_s_keep, __pyx_k_keep, sizeof(__pyx_k_keep), 0, 0, 1, 1},
- {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
- {&__pyx_kp_u_ndarray_is_not_C_contiguous, __pyx_k_ndarray_is_not_C_contiguous, sizeof(__pyx_k_ndarray_is_not_C_contiguous), 0, 1, 0, 0},
- {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, __pyx_k_ndarray_is_not_Fortran_contiguou, sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), 0, 1, 0, 0},
- {&__pyx_n_s_ndets, __pyx_k_ndets, sizeof(__pyx_k_ndets), 0, 0, 1, 1},
- {&__pyx_n_s_nms, __pyx_k_nms, sizeof(__pyx_k_nms), 0, 0, 1, 1},
- {&__pyx_n_s_nms_new, __pyx_k_nms_new, sizeof(__pyx_k_nms_new), 0, 0, 1, 1},
- {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
- {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
- {&__pyx_kp_s_numpy_core_multiarray_failed_to, __pyx_k_numpy_core_multiarray_failed_to, sizeof(__pyx_k_numpy_core_multiarray_failed_to), 0, 0, 1, 0},
- {&__pyx_kp_s_numpy_core_umath_failed_to_impor, __pyx_k_numpy_core_umath_failed_to_impor, sizeof(__pyx_k_numpy_core_umath_failed_to_impor), 0, 0, 1, 0},
- {&__pyx_n_s_order, __pyx_k_order, sizeof(__pyx_k_order), 0, 0, 1, 1},
- {&__pyx_n_s_ovr, __pyx_k_ovr, sizeof(__pyx_k_ovr), 0, 0, 1, 1},
- {&__pyx_n_s_ovr1, __pyx_k_ovr1, sizeof(__pyx_k_ovr1), 0, 0, 1, 1},
- {&__pyx_n_s_ovr2, __pyx_k_ovr2, sizeof(__pyx_k_ovr2), 0, 0, 1, 1},
- {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
- {&__pyx_n_s_scores, __pyx_k_scores, sizeof(__pyx_k_scores), 0, 0, 1, 1},
- {&__pyx_n_s_suppressed, __pyx_k_suppressed, sizeof(__pyx_k_suppressed), 0, 0, 1, 1},
- {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
- {&__pyx_n_s_thresh, __pyx_k_thresh, sizeof(__pyx_k_thresh), 0, 0, 1, 1},
- {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_k_unknown_dtype_code_in_numpy_pxd, sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), 0, 1, 0, 0},
- {&__pyx_n_s_w, __pyx_k_w, sizeof(__pyx_k_w), 0, 0, 1, 1},
- {&__pyx_n_s_x1, __pyx_k_x1, sizeof(__pyx_k_x1), 0, 0, 1, 1},
- {&__pyx_n_s_x2, __pyx_k_x2, sizeof(__pyx_k_x2), 0, 0, 1, 1},
- {&__pyx_n_s_xx1, __pyx_k_xx1, sizeof(__pyx_k_xx1), 0, 0, 1, 1},
- {&__pyx_n_s_xx2, __pyx_k_xx2, sizeof(__pyx_k_xx2), 0, 0, 1, 1},
- {&__pyx_n_s_y1, __pyx_k_y1, sizeof(__pyx_k_y1), 0, 0, 1, 1},
- {&__pyx_n_s_y2, __pyx_k_y2, sizeof(__pyx_k_y2), 0, 0, 1, 1},
- {&__pyx_n_s_yy1, __pyx_k_yy1, sizeof(__pyx_k_yy1), 0, 0, 1, 1},
- {&__pyx_n_s_yy2, __pyx_k_yy2, sizeof(__pyx_k_yy2), 0, 0, 1, 1},
- {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1},
- {0, 0, 0, 0, 0, 0, 0}
-};
-static int __Pyx_InitCachedBuiltins(void) {
- __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 43, __pyx_L1_error)
- __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) __PYX_ERR(1, 218, __pyx_L1_error)
- __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) __PYX_ERR(1, 799, __pyx_L1_error)
- __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) __PYX_ERR(1, 989, __pyx_L1_error)
- return 0;
- __pyx_L1_error:;
- return -1;
-}
-
-static int __Pyx_InitCachedConstants(void) {
- __Pyx_RefNannyDeclarations
- __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);
-
- /* "nms.pyx":18
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- */
- __pyx_slice_ = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice_)) __PYX_ERR(0, 18, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice_);
- __Pyx_GIVEREF(__pyx_slice_);
- __pyx_tuple__2 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_0); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 18, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__2);
- __Pyx_GIVEREF(__pyx_tuple__2);
-
- /* "nms.pyx":19
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- */
- __pyx_slice__3 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__3)) __PYX_ERR(0, 19, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__3);
- __Pyx_GIVEREF(__pyx_slice__3);
- __pyx_tuple__4 = PyTuple_Pack(2, __pyx_slice__3, __pyx_int_1); if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 19, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__4);
- __Pyx_GIVEREF(__pyx_tuple__4);
-
- /* "nms.pyx":20
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- */
- __pyx_slice__5 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__5)) __PYX_ERR(0, 20, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__5);
- __Pyx_GIVEREF(__pyx_slice__5);
- __pyx_tuple__6 = PyTuple_Pack(2, __pyx_slice__5, __pyx_int_2); if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 20, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__6);
- __Pyx_GIVEREF(__pyx_tuple__6);
-
- /* "nms.pyx":21
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- *
- */
- __pyx_slice__7 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__7)) __PYX_ERR(0, 21, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__7);
- __Pyx_GIVEREF(__pyx_slice__7);
- __pyx_tuple__8 = PyTuple_Pack(2, __pyx_slice__7, __pyx_int_3); if (unlikely(!__pyx_tuple__8)) __PYX_ERR(0, 21, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__8);
- __Pyx_GIVEREF(__pyx_tuple__8);
-
- /* "nms.pyx":22
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # <<<<<<<<<<<<<<
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- */
- __pyx_slice__9 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__9)) __PYX_ERR(0, 22, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__9);
- __Pyx_GIVEREF(__pyx_slice__9);
- __pyx_tuple__10 = PyTuple_Pack(2, __pyx_slice__9, __pyx_int_4); if (unlikely(!__pyx_tuple__10)) __PYX_ERR(0, 22, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__10);
- __Pyx_GIVEREF(__pyx_tuple__10);
-
- /* "nms.pyx":25
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] # <<<<<<<<<<<<<<
- *
- * cdef int ndets = dets.shape[0]
- */
- __pyx_slice__11 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_slice__11)) __PYX_ERR(0, 25, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__11);
- __Pyx_GIVEREF(__pyx_slice__11);
-
- /* "nms.pyx":71
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- */
- __pyx_slice__12 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__12)) __PYX_ERR(0, 71, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__12);
- __Pyx_GIVEREF(__pyx_slice__12);
- __pyx_tuple__13 = PyTuple_Pack(2, __pyx_slice__12, __pyx_int_0); if (unlikely(!__pyx_tuple__13)) __PYX_ERR(0, 71, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__13);
- __Pyx_GIVEREF(__pyx_tuple__13);
-
- /* "nms.pyx":72
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh):
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- */
- __pyx_slice__14 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__14)) __PYX_ERR(0, 72, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__14);
- __Pyx_GIVEREF(__pyx_slice__14);
- __pyx_tuple__15 = PyTuple_Pack(2, __pyx_slice__14, __pyx_int_1); if (unlikely(!__pyx_tuple__15)) __PYX_ERR(0, 72, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__15);
- __Pyx_GIVEREF(__pyx_tuple__15);
-
- /* "nms.pyx":73
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- */
- __pyx_slice__16 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__16)) __PYX_ERR(0, 73, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__16);
- __Pyx_GIVEREF(__pyx_slice__16);
- __pyx_tuple__17 = PyTuple_Pack(2, __pyx_slice__16, __pyx_int_2); if (unlikely(!__pyx_tuple__17)) __PYX_ERR(0, 73, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__17);
- __Pyx_GIVEREF(__pyx_tuple__17);
-
- /* "nms.pyx":74
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4]
- *
- */
- __pyx_slice__18 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__18)) __PYX_ERR(0, 74, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__18);
- __Pyx_GIVEREF(__pyx_slice__18);
- __pyx_tuple__19 = PyTuple_Pack(2, __pyx_slice__18, __pyx_int_3); if (unlikely(!__pyx_tuple__19)) __PYX_ERR(0, 74, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__19);
- __Pyx_GIVEREF(__pyx_tuple__19);
-
- /* "nms.pyx":75
- * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2]
- * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3]
- * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # <<<<<<<<<<<<<<
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- */
- __pyx_slice__20 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__20)) __PYX_ERR(0, 75, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__20);
- __Pyx_GIVEREF(__pyx_slice__20);
- __pyx_tuple__21 = PyTuple_Pack(2, __pyx_slice__20, __pyx_int_4); if (unlikely(!__pyx_tuple__21)) __PYX_ERR(0, 75, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__21);
- __Pyx_GIVEREF(__pyx_tuple__21);
-
- /* "nms.pyx":78
- *
- * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1)
- * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] # <<<<<<<<<<<<<<
- *
- * cdef int ndets = dets.shape[0]
- */
- __pyx_slice__22 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_slice__22)) __PYX_ERR(0, 78, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_slice__22);
- __Pyx_GIVEREF(__pyx_slice__22);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":218
- * if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
- * and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not C contiguous") # <<<<<<<<<<<<<<
- *
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
- */
- __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__23)) __PYX_ERR(1, 218, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__23);
- __Pyx_GIVEREF(__pyx_tuple__23);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":222
- * if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
- * and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
- * raise ValueError(u"ndarray is not Fortran contiguous") # <<<<<<<<<<<<<<
- *
- * info.buf = PyArray_DATA(self)
- */
- __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__24)) __PYX_ERR(1, 222, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__24);
- __Pyx_GIVEREF(__pyx_tuple__24);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":259
- * if ((descr.byteorder == c'>' and little_endian) or
- * (descr.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<<
- * if t == NPY_BYTE: f = "b"
- * elif t == NPY_UBYTE: f = "B"
- */
- __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__25)) __PYX_ERR(1, 259, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__25);
- __Pyx_GIVEREF(__pyx_tuple__25);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":799
- *
- * if (end - f) - <int>(new_offset - offset[0]) < 15:
- * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd") # <<<<<<<<<<<<<<
- *
- * if ((child.byteorder == c'>' and little_endian) or
- */
- __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__26)) __PYX_ERR(1, 799, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__26);
- __Pyx_GIVEREF(__pyx_tuple__26);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":803
- * if ((child.byteorder == c'>' and little_endian) or
- * (child.byteorder == c'<' and not little_endian)):
- * raise ValueError(u"Non-native byte order not supported") # <<<<<<<<<<<<<<
- * # One could encode it in the format string and have Cython
- * # complain instead, BUT: < and > in format strings also imply
- */
- __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__27)) __PYX_ERR(1, 803, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__27);
- __Pyx_GIVEREF(__pyx_tuple__27);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":823
- * t = child.type_num
- * if end - f < 5:
- * raise RuntimeError(u"Format string allocated too short.") # <<<<<<<<<<<<<<
- *
- * # Until ticket #99 is fixed, use integers to avoid warnings
- */
- __pyx_tuple__28 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__28)) __PYX_ERR(1, 823, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__28);
- __Pyx_GIVEREF(__pyx_tuple__28);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":989
- * _import_array()
- * except Exception:
- * raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<<
- *
- * cdef inline int import_umath() except -1:
- */
- __pyx_tuple__29 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); if (unlikely(!__pyx_tuple__29)) __PYX_ERR(1, 989, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__29);
- __Pyx_GIVEREF(__pyx_tuple__29);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":995
- * _import_umath()
- * except Exception:
- * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
- *
- * cdef inline int import_ufunc() except -1:
- */
- __pyx_tuple__30 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__30)) __PYX_ERR(1, 995, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__30);
- __Pyx_GIVEREF(__pyx_tuple__30);
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":1001
- * _import_umath()
- * except Exception:
- * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
- */
- __pyx_tuple__31 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__31)) __PYX_ERR(1, 1001, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__31);
- __Pyx_GIVEREF(__pyx_tuple__31);
-
- /* "nms.pyx":17
- * return a if a <= b else b
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
- __pyx_tuple__32 = PyTuple_Pack(29, __pyx_n_s_dets, __pyx_n_s_thresh, __pyx_n_s_x1, __pyx_n_s_y1, __pyx_n_s_x2, __pyx_n_s_y2, __pyx_n_s_scores, __pyx_n_s_areas, __pyx_n_s_order, __pyx_n_s_ndets, __pyx_n_s_suppressed, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_i_2, __pyx_n_s_j_2, __pyx_n_s_ix1, __pyx_n_s_iy1, __pyx_n_s_ix2, __pyx_n_s_iy2, __pyx_n_s_iarea, __pyx_n_s_xx1, __pyx_n_s_yy1, __pyx_n_s_xx2, __pyx_n_s_yy2, __pyx_n_s_w, __pyx_n_s_h, __pyx_n_s_inter, __pyx_n_s_ovr, __pyx_n_s_keep); if (unlikely(!__pyx_tuple__32)) __PYX_ERR(0, 17, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__32);
- __Pyx_GIVEREF(__pyx_tuple__32);
- __pyx_codeobj__33 = (PyObject*)__Pyx_PyCode_New(2, 0, 29, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__32, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_nms, 17, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__33)) __PYX_ERR(0, 17, __pyx_L1_error)
-
- /* "nms.pyx":70
- * return keep
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
- __pyx_tuple__34 = PyTuple_Pack(31, __pyx_n_s_dets, __pyx_n_s_thresh, __pyx_n_s_x1, __pyx_n_s_y1, __pyx_n_s_x2, __pyx_n_s_y2, __pyx_n_s_scores, __pyx_n_s_areas, __pyx_n_s_order, __pyx_n_s_ndets, __pyx_n_s_suppressed, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_i_2, __pyx_n_s_j_2, __pyx_n_s_ix1, __pyx_n_s_iy1, __pyx_n_s_ix2, __pyx_n_s_iy2, __pyx_n_s_iarea, __pyx_n_s_xx1, __pyx_n_s_yy1, __pyx_n_s_xx2, __pyx_n_s_yy2, __pyx_n_s_w, __pyx_n_s_h, __pyx_n_s_inter, __pyx_n_s_ovr, __pyx_n_s_keep, __pyx_n_s_ovr1, __pyx_n_s_ovr2); if (unlikely(!__pyx_tuple__34)) __PYX_ERR(0, 70, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_tuple__34);
- __Pyx_GIVEREF(__pyx_tuple__34);
- __pyx_codeobj__35 = (PyObject*)__Pyx_PyCode_New(2, 0, 31, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__34, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_nms_new, 70, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__35)) __PYX_ERR(0, 70, __pyx_L1_error)
- __Pyx_RefNannyFinishContext();
- return 0;
- __pyx_L1_error:;
- __Pyx_RefNannyFinishContext();
- return -1;
-}
-
-static int __Pyx_InitGlobals(void) {
- if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
- __pyx_float_0_95 = PyFloat_FromDouble(0.95); if (unlikely(!__pyx_float_0_95)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_int_2 = PyInt_FromLong(2); if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_int_3 = PyInt_FromLong(3); if (unlikely(!__pyx_int_3)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_int_4 = PyInt_FromLong(4); if (unlikely(!__pyx_int_4)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) __PYX_ERR(0, 1, __pyx_L1_error)
- return 0;
- __pyx_L1_error:;
- return -1;
-}
-
-#if PY_MAJOR_VERSION < 3
-PyMODINIT_FUNC initcython_nms(void); /*proto*/
-PyMODINIT_FUNC initcython_nms(void)
-#else
-PyMODINIT_FUNC PyInit_cython_nms(void); /*proto*/
-PyMODINIT_FUNC PyInit_cython_nms(void)
-#endif
-{
- PyObject *__pyx_t_1 = NULL;
- __Pyx_RefNannyDeclarations
- #if CYTHON_REFNANNY
- __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
- if (!__Pyx_RefNanny) {
- PyErr_Clear();
- __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
- if (!__Pyx_RefNanny)
- Py_FatalError("failed to import 'refnanny' module");
- }
- #endif
- __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit_cython_nms(void)", 0);
- if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error)
- #ifdef __Pyx_CyFunction_USED
- if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
- #ifdef __Pyx_FusedFunction_USED
- if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
- #ifdef __Pyx_Coroutine_USED
- if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
- #ifdef __Pyx_Generator_USED
- if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
- #ifdef __Pyx_StopAsyncIteration_USED
- if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
- /*--- Library function declarations ---*/
- /*--- Threads initialization code ---*/
- #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
- #ifdef WITH_THREAD /* Python build with threading support? */
- PyEval_InitThreads();
- #endif
- #endif
- /*--- Module creation code ---*/
- #if PY_MAJOR_VERSION < 3
- __pyx_m = Py_InitModule4("cython_nms", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
- #else
- __pyx_m = PyModule_Create(&__pyx_moduledef);
- #endif
- if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
- __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error)
- Py_INCREF(__pyx_d);
- __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error)
- #if CYTHON_COMPILING_IN_PYPY
- Py_INCREF(__pyx_b);
- #endif
- if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
- /*--- Initialize various global constants etc. ---*/
- if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
- if (__Pyx_init_sys_getdefaultencoding_params() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
- if (__pyx_module_is_main_cython_nms) {
- if (PyObject_SetAttrString(__pyx_m, "__name__", __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- }
- #if PY_MAJOR_VERSION >= 3
- {
- PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
- if (!PyDict_GetItemString(modules, "cython_nms")) {
- if (unlikely(PyDict_SetItemString(modules, "cython_nms", __pyx_m) < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
- }
- }
- #endif
- /*--- Builtin init code ---*/
- if (__Pyx_InitCachedBuiltins() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- /*--- Constants init code ---*/
- if (__Pyx_InitCachedConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- /*--- Global init code ---*/
- /*--- Variable export code ---*/
- /*--- Function export code ---*/
- /*--- Type init code ---*/
- /*--- Type import code ---*/
- __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type",
- #if CYTHON_COMPILING_IN_PYPY
- sizeof(PyTypeObject),
- #else
- sizeof(PyHeapTypeObject),
- #endif
- 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) __PYX_ERR(2, 9, __pyx_L1_error)
- __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) __PYX_ERR(1, 155, __pyx_L1_error)
- __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) __PYX_ERR(1, 168, __pyx_L1_error)
- __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) __PYX_ERR(1, 172, __pyx_L1_error)
- __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) __PYX_ERR(1, 181, __pyx_L1_error)
- __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) __PYX_ERR(1, 861, __pyx_L1_error)
- /*--- Variable import code ---*/
- /*--- Function import code ---*/
- /*--- Execution code ---*/
- #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
- if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- #endif
-
- /* "nms.pyx":8
- * # --------------------------------------------------------
- *
- * import numpy as np # <<<<<<<<<<<<<<
- * cimport numpy as np
- *
- */
- __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 8, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) __PYX_ERR(0, 8, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
-
- /* "nms.pyx":17
- * return a if a <= b else b
- *
- * def nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
- __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_10cython_nms_1nms, NULL, __pyx_n_s_cython_nms); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 17, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (PyDict_SetItem(__pyx_d, __pyx_n_s_nms, __pyx_t_1) < 0) __PYX_ERR(0, 17, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
-
- /* "nms.pyx":70
- * return keep
- *
- * def nms_new(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<<
- * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0]
- * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1]
- */
- __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_10cython_nms_3nms_new, NULL, __pyx_n_s_cython_nms); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 70, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (PyDict_SetItem(__pyx_d, __pyx_n_s_nms_new, __pyx_t_1) < 0) __PYX_ERR(0, 70, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
-
- /* "nms.pyx":1
- * # -------------------------------------------------------- # <<<<<<<<<<<<<<
- * # Fast R-CNN
- * # Copyright (c) 2015 Microsoft
- */
- __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error)
- __Pyx_GOTREF(__pyx_t_1);
- if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
- __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
-
- /* "../../../../../softWares/anaconda/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":997
- * raise ImportError("numpy.core.umath failed to import")
- *
- * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<<
- * try:
- * _import_umath()
- */
-
- /*--- Wrapped vars code ---*/
-
- goto __pyx_L0;
- __pyx_L1_error:;
- __Pyx_XDECREF(__pyx_t_1);
- if (__pyx_m) {
- if (__pyx_d) {
- __Pyx_AddTraceback("init cython_nms", __pyx_clineno, __pyx_lineno, __pyx_filename);
- }
- Py_DECREF(__pyx_m); __pyx_m = 0;
- } else if (!PyErr_Occurred()) {
- PyErr_SetString(PyExc_ImportError, "init cython_nms");
- }
- __pyx_L0:;
- __Pyx_RefNannyFinishContext();
- #if PY_MAJOR_VERSION < 3
- return;
- #else
- return __pyx_m;
- #endif
-}
-
-/* --- Runtime support code --- */
-/* Refnanny */
-#if CYTHON_REFNANNY
-static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
- PyObject *m = NULL, *p = NULL;
- void *r = NULL;
- m = PyImport_ImportModule((char *)modname);
- if (!m) goto end;
- p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
- if (!p) goto end;
- r = PyLong_AsVoidPtr(p);
-end:
- Py_XDECREF(p);
- Py_XDECREF(m);
- return (__Pyx_RefNannyAPIStruct *)r;
-}
-#endif
-
-/* GetBuiltinName */
-static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
- PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
- if (unlikely(!result)) {
- PyErr_Format(PyExc_NameError,
-#if PY_MAJOR_VERSION >= 3
- "name '%U' is not defined", name);
-#else
- "name '%.200s' is not defined", PyString_AS_STRING(name));
-#endif
- }
- return result;
-}
-
-/* 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);
-}
-
-/* RaiseDoubleKeywords */
-static void __Pyx_RaiseDoubleKeywordsError(
- const char* func_name,
- PyObject* kw_name)
-{
- PyErr_Format(PyExc_TypeError,
- #if PY_MAJOR_VERSION >= 3
- "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
- #else
- "%s() got multiple values for keyword argument '%s'", func_name,
- PyString_AsString(kw_name));
- #endif
-}
-
-/* ParseKeywords */
-static int __Pyx_ParseOptionalKeywords(
- PyObject *kwds,
- PyObject **argnames[],
- PyObject *kwds2,
- PyObject *values[],
- Py_ssize_t num_pos_args,
- const char* function_name)
-{
- PyObject *key = 0, *value = 0;
- Py_ssize_t pos = 0;
- PyObject*** name;
- PyObject*** first_kw_arg = argnames + num_pos_args;
- while (PyDict_Next(kwds, &pos, &key, &value)) {
- name = first_kw_arg;
- while (*name && (**name != key)) name++;
- if (*name) {
- values[name-argnames] = value;
- continue;
- }
- name = first_kw_arg;
- #if PY_MAJOR_VERSION < 3
- if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) {
- while (*name) {
- if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
- && _PyString_Eq(**name, key)) {
- values[name-argnames] = value;
- break;
- }
- name++;
- }
- if (*name) continue;
- else {
- PyObject*** argname = argnames;
- while (argname != first_kw_arg) {
- if ((**argname == key) || (
- (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
- && _PyString_Eq(**argname, key))) {
- goto arg_passed_twice;
- }
- argname++;
- }
- }
- } else
- #endif
- if (likely(PyUnicode_Check(key))) {
- while (*name) {
- int cmp = (**name == key) ? 0 :
- #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
- (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 :
- #endif
- PyUnicode_Compare(**name, key);
- if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
- if (cmp == 0) {
- values[name-argnames] = value;
- break;
- }
- name++;
- }
- if (*name) continue;
- else {
- PyObject*** argname = argnames;
- while (argname != first_kw_arg) {
- int cmp = (**argname == key) ? 0 :
- #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
- (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
- #endif
- PyUnicode_Compare(**argname, key);
- if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
- if (cmp == 0) goto arg_passed_twice;
- argname++;
- }
- }
- } else
- goto invalid_keyword_type;
- if (kwds2) {
- if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
- } else {
- goto invalid_keyword;
- }
- }
- return 0;
-arg_passed_twice:
- __Pyx_RaiseDoubleKeywordsError(function_name, key);
- goto bad;
-invalid_keyword_type:
- PyErr_Format(PyExc_TypeError,
- "%.200s() keywords must be strings", function_name);
- goto bad;
-invalid_keyword:
- PyErr_Format(PyExc_TypeError,
- #if PY_MAJOR_VERSION < 3
- "%.200s() got an unexpected keyword argument '%.200s'",
- function_name, PyString_AsString(key));
- #else
- "%s() got an unexpected keyword argument '%U'",
- function_name, key);
- #endif
-bad:
- return -1;
-}
-
-/* ArgTypeTest */
-static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) {
- PyErr_Format(PyExc_TypeError,
- "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
- name, type->tp_name, Py_TYPE(obj)->tp_name);
-}
-static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
- const char *name, int exact)
-{
- if (unlikely(!type)) {
- PyErr_SetString(PyExc_SystemError, "Missing type object");
- return 0;
- }
- if (none_allowed && obj == Py_None) return 1;
- else if (exact) {
- if (likely(Py_TYPE(obj) == type)) return 1;
- #if PY_MAJOR_VERSION == 2
- else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
- #endif
- }
- else {
- if (likely(PyObject_TypeCheck(obj, type))) return 1;
- }
- __Pyx_RaiseArgumentTypeInvalid(name, obj, type);
- return 0;
-}
-
-/* BufferFormatCheck */
-static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
- unsigned int n = 1;
- return *(unsigned char*)(&n) != 0;
-}
-static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
- __Pyx_BufFmt_StackElem* stack,
- __Pyx_TypeInfo* type) {
- stack[0].field = &ctx->root;
- stack[0].parent_offset = 0;
- ctx->root.type = type;
- ctx->root.name = "buffer dtype";
- ctx->root.offset = 0;
- ctx->head = stack;
- ctx->head->field = &ctx->root;
- ctx->fmt_offset = 0;
- ctx->head->parent_offset = 0;
- ctx->new_packmode = '@';
- ctx->enc_packmode = '@';
- ctx->new_count = 1;
- ctx->enc_count = 0;
- ctx->enc_type = 0;
- ctx->is_complex = 0;
- ctx->is_valid_array = 0;
- ctx->struct_alignment = 0;
- while (type->typegroup == 'S') {
- ++ctx->head;
- ctx->head->field = type->fields;
- ctx->head->parent_offset = 0;
- type = type->fields->type;
- }
-}
-static int __Pyx_BufFmt_ParseNumber(const char** ts) {
- int count;
- const char* t = *ts;
- if (*t < '0' || *t > '9') {
- return -1;
- } else {
- count = *t++ - '0';
- while (*t >= '0' && *t < '9') {
- count *= 10;
- count += *t++ - '0';
- }
- }
- *ts = t;
- return count;
-}
-static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
- int number = __Pyx_BufFmt_ParseNumber(ts);
- if (number == -1)
- PyErr_Format(PyExc_ValueError,\
- "Does not understand character buffer dtype format string ('%c')", **ts);
- return number;
-}
-static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
- PyErr_Format(PyExc_ValueError,
- "Unexpected format string character: '%c'", ch);
-}
-static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
- switch (ch) {
- case 'c': return "'char'";
- case 'b': return "'signed char'";
- case 'B': return "'unsigned char'";
- case 'h': return "'short'";
- case 'H': return "'unsigned short'";
- case 'i': return "'int'";
- case 'I': return "'unsigned int'";
- case 'l': return "'long'";
- case 'L': return "'unsigned long'";
- case 'q': return "'long long'";
- case 'Q': return "'unsigned long long'";
- case 'f': return (is_complex ? "'complex float'" : "'float'");
- case 'd': return (is_complex ? "'complex double'" : "'double'");
- case 'g': return (is_complex ? "'complex long double'" : "'long double'");
- case 'T': return "a struct";
- case 'O': return "Python object";
- case 'P': return "a pointer";
- case 's': case 'p': return "a string";
- case 0: return "end";
- default: return "unparseable format string";
- }
-}
-static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
- switch (ch) {
- case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
- case 'h': case 'H': return 2;
- case 'i': case 'I': case 'l': case 'L': return 4;
- case 'q': case 'Q': return 8;
- case 'f': return (is_complex ? 8 : 4);
- case 'd': return (is_complex ? 16 : 8);
- case 'g': {
- PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
- return 0;
- }
- case 'O': case 'P': return sizeof(void*);
- default:
- __Pyx_BufFmt_RaiseUnexpectedChar(ch);
- return 0;
- }
-}
-static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
- switch (ch) {
- case 'c': case 'b': case 'B': case 's': case 'p': return 1;
- case 'h': case 'H': return sizeof(short);
- case 'i': case 'I': return sizeof(int);
- case 'l': case 'L': return sizeof(long);
- #ifdef HAVE_LONG_LONG
- case 'q': case 'Q': return sizeof(PY_LONG_LONG);
- #endif
- case 'f': return sizeof(float) * (is_complex ? 2 : 1);
- case 'd': return sizeof(double) * (is_complex ? 2 : 1);
- case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
- case 'O': case 'P': return sizeof(void*);
- default: {
- __Pyx_BufFmt_RaiseUnexpectedChar(ch);
- return 0;
- }
- }
-}
-typedef struct { char c; short x; } __Pyx_st_short;
-typedef struct { char c; int x; } __Pyx_st_int;
-typedef struct { char c; long x; } __Pyx_st_long;
-typedef struct { char c; float x; } __Pyx_st_float;
-typedef struct { char c; double x; } __Pyx_st_double;
-typedef struct { char c; long double x; } __Pyx_st_longdouble;
-typedef struct { char c; void *x; } __Pyx_st_void_p;
-#ifdef HAVE_LONG_LONG
-typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
-#endif
-static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
- switch (ch) {
- case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
- case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
- case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
- case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
-#ifdef HAVE_LONG_LONG
- case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
-#endif
- case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
- case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
- case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
- case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
- default:
- __Pyx_BufFmt_RaiseUnexpectedChar(ch);
- return 0;
- }
-}
-/* These are for computing the padding at the end of the struct to align
- on the first member of the struct. This will probably the same as above,
- but we don't have any guarantees.
- */
-typedef struct { short x; char c; } __Pyx_pad_short;
-typedef struct { int x; char c; } __Pyx_pad_int;
-typedef struct { long x; char c; } __Pyx_pad_long;
-typedef struct { float x; char c; } __Pyx_pad_float;
-typedef struct { double x; char c; } __Pyx_pad_double;
-typedef struct { long double x; char c; } __Pyx_pad_longdouble;
-typedef struct { void *x; char c; } __Pyx_pad_void_p;
-#ifdef HAVE_LONG_LONG
-typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
-#endif
-static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
- switch (ch) {
- case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
- case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
- case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
- case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
-#ifdef HAVE_LONG_LONG
- case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
-#endif
- case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
- case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
- case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
- case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
- default:
- __Pyx_BufFmt_RaiseUnexpectedChar(ch);
- return 0;
- }
-}
-static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
- switch (ch) {
- case 'c':
- return 'H';
- case 'b': case 'h': case 'i':
- case 'l': case 'q': case 's': case 'p':
- return 'I';
- case 'B': case 'H': case 'I': case 'L': case 'Q':
- return 'U';
- case 'f': case 'd': case 'g':
- return (is_complex ? 'C' : 'R');
- case 'O':
- return 'O';
- case 'P':
- return 'P';
- default: {
- __Pyx_BufFmt_RaiseUnexpectedChar(ch);
- return 0;
- }
- }
-}
-static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
- if (ctx->head == NULL || ctx->head->field == &ctx->root) {
- const char* expected;
- const char* quote;
- if (ctx->head == NULL) {
- expected = "end";
- quote = "";
- } else {
- expected = ctx->head->field->type->name;
- quote = "'";
- }
- PyErr_Format(PyExc_ValueError,
- "Buffer dtype mismatch, expected %s%s%s but got %s",
- quote, expected, quote,
- __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
- } else {
- __Pyx_StructField* field = ctx->head->field;
- __Pyx_StructField* parent = (ctx->head - 1)->field;
- PyErr_Format(PyExc_ValueError,
- "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
- field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
- parent->type->name, field->name);
- }
-}
-static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
- char group;
- size_t size, offset, arraysize = 1;
- if (ctx->enc_type == 0) return 0;
- if (ctx->head->field->type->arraysize[0]) {
- int i, ndim = 0;
- if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
- ctx->is_valid_array = ctx->head->field->type->ndim == 1;
- ndim = 1;
- if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
- PyErr_Format(PyExc_ValueError,
- "Expected a dimension of size %zu, got %zu",
- ctx->head->field->type->arraysize[0], ctx->enc_count);
- return -1;
- }
- }
- if (!ctx->is_valid_array) {
- PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
- ctx->head->field->type->ndim, ndim);
- return -1;
- }
- for (i = 0; i < ctx->head->field->type->ndim; i++) {
- arraysize *= ctx->head->field->type->arraysize[i];
- }
- ctx->is_valid_array = 0;
- ctx->enc_count = 1;
- }
- group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
- do {
- __Pyx_StructField* field = ctx->head->field;
- __Pyx_TypeInfo* type = field->type;
- if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
- size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
- } else {
- size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
- }
- if (ctx->enc_packmode == '@') {
- size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
- size_t align_mod_offset;
- if (align_at == 0) return -1;
- align_mod_offset = ctx->fmt_offset % align_at;
- if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
- if (ctx->struct_alignment == 0)
- ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
- ctx->is_complex);
- }
- if (type->size != size || type->typegroup != group) {
- if (type->typegroup == 'C' && type->fields != NULL) {
- size_t parent_offset = ctx->head->parent_offset + field->offset;
- ++ctx->head;
- ctx->head->field = type->fields;
- ctx->head->parent_offset = parent_offset;
- continue;
- }
- if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
- } else {
- __Pyx_BufFmt_RaiseExpected(ctx);
- return -1;
- }
- }
- offset = ctx->head->parent_offset + field->offset;
- if (ctx->fmt_offset != offset) {
- PyErr_Format(PyExc_ValueError,
- "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
- (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
- return -1;
- }
- ctx->fmt_offset += size;
- if (arraysize)
- ctx->fmt_offset += (arraysize - 1) * size;
- --ctx->enc_count;
- while (1) {
- if (field == &ctx->root) {
- ctx->head = NULL;
- if (ctx->enc_count != 0) {
- __Pyx_BufFmt_RaiseExpected(ctx);
- return -1;
- }
- break;
- }
- ctx->head->field = ++field;
- if (field->type == NULL) {
- --ctx->head;
- field = ctx->head->field;
- continue;
- } else if (field->type->typegroup == 'S') {
- size_t parent_offset = ctx->head->parent_offset + field->offset;
- if (field->type->fields->type == NULL) continue;
- field = field->type->fields;
- ++ctx->head;
- ctx->head->field = field;
- ctx->head->parent_offset = parent_offset;
- break;
- } else {
- break;
- }
- }
- } while (ctx->enc_count);
- ctx->enc_type = 0;
- ctx->is_complex = 0;
- return 0;
-}
-static CYTHON_INLINE PyObject *
-__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
-{
- const char *ts = *tsp;
- int i = 0, number;
- int ndim = ctx->head->field->type->ndim;
-;
- ++ts;
- if (ctx->new_count != 1) {
- PyErr_SetString(PyExc_ValueError,
- "Cannot handle repeated arrays in format string");
- return NULL;
- }
- if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
- while (*ts && *ts != ')') {
- switch (*ts) {
- case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue;
- default: break;
- }
- number = __Pyx_BufFmt_ExpectNumber(&ts);
- if (number == -1) return NULL;
- if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
- return PyErr_Format(PyExc_ValueError,
- "Expected a dimension of size %zu, got %d",
- ctx->head->field->type->arraysize[i], number);
- if (*ts != ',' && *ts != ')')
- return PyErr_Format(PyExc_ValueError,
- "Expected a comma in format string, got '%c'", *ts);
- if (*ts == ',') ts++;
- i++;
- }
- if (i != ndim)
- return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
- ctx->head->field->type->ndim, i);
- if (!*ts) {
- PyErr_SetString(PyExc_ValueError,
- "Unexpected end of format string, expected ')'");
- return NULL;
- }
- ctx->is_valid_array = 1;
- ctx->new_count = 1;
- *tsp = ++ts;
- return Py_None;
-}
-static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
- int got_Z = 0;
- while (1) {
- switch(*ts) {
- case 0:
- if (ctx->enc_type != 0 && ctx->head == NULL) {
- __Pyx_BufFmt_RaiseExpected(ctx);
- return NULL;
- }
- if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
- if (ctx->head != NULL) {
- __Pyx_BufFmt_RaiseExpected(ctx);
- return NULL;
- }
- return ts;
- case ' ':
- case '\r':
- case '\n':
- ++ts;
- break;
- case '<':
- if (!__Pyx_IsLittleEndian()) {
- PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
- return NULL;
- }
- ctx->new_packmode = '=';
- ++ts;
- break;
- case '>':
- case '!':
- if (__Pyx_IsLittleEndian()) {
- 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;
- }
- 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->enc_count += ctx->new_count;
- ctx->new_count = 1;
- got_Z = 0;
- ++ts;
- break;
- }
- case 's':
- if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
- ctx->enc_count = ctx->new_count;
- ctx->enc_packmode = ctx->new_packmode;
- ctx->enc_type = *ts;
- ctx->is_complex = got_Z;
- ++ts;
- ctx->new_count = 1;
- got_Z = 0;
- break;
- case ':':
- ++ts;
- while(*ts != ':') ++ts;
- ++ts;
- break;
- case '(':
- if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
- break;
- default:
- {
- int number = __Pyx_BufFmt_ExpectNumber(&ts);
- if (number == -1) return NULL;
- ctx->new_count = (size_t)number;
- }
- }
- }
-}
-static CYTHON_INLINE 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 CYTHON_INLINE int __Pyx_GetBufferAndValidate(
- Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags,
- int nd, int cast, __Pyx_BufFmt_StackElem* stack)
-{
- if (obj == Py_None || obj == NULL) {
- __Pyx_ZeroBuffer(buf);
- return 0;
- }
- buf->buf = NULL;
- if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
- if (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 ((unsigned)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_ZeroBuffer(buf);
- return -1;
-}
-static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
- if (info->buf == NULL) return;
- if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
- __Pyx_ReleaseBuffer(info);
-}
-
-/* ExtTypeTest */
- static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
- if (unlikely(!type)) {
- PyErr_SetString(PyExc_SystemError, "Missing type object");
- return 0;
- }
- if (likely(PyObject_TypeCheck(obj, type)))
- return 1;
- PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
- Py_TYPE(obj)->tp_name, type->tp_name);
- return 0;
-}
-
-/* PyIntBinop */
- #if !CYTHON_COMPILING_IN_PYPY
-static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
- #if PY_MAJOR_VERSION < 3
- if (likely(PyInt_CheckExact(op1))) {
- const long b = intval;
- long x;
- long a = PyInt_AS_LONG(op1);
- x = (long)((unsigned long)a + b);
- if (likely((x^a) >= 0 || (x^b) >= 0))
- return PyInt_FromLong(x);
- return PyLong_Type.tp_as_number->nb_add(op1, op2);
- }
- #endif
- #if CYTHON_USE_PYLONG_INTERNALS
- if (likely(PyLong_CheckExact(op1))) {
- const long b = intval;
- long a, x;
-#ifdef HAVE_LONG_LONG
- const PY_LONG_LONG llb = intval;
- PY_LONG_LONG lla, llx;
-#endif
- const digit* digits = ((PyLongObject*)op1)->ob_digit;
- const Py_ssize_t size = Py_SIZE(op1);
- if (likely(__Pyx_sst_abs(size) <= 1)) {
- a = likely(size) ? digits[0] : 0;
- if (size == -1) a = -a;
- } else {
- switch (size) {
- case -2:
- if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
- a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
- break;
-#ifdef HAVE_LONG_LONG
- } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
- lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
- goto long_long;
-#endif
- }
- case 2:
- if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
- a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
- break;
-#ifdef HAVE_LONG_LONG
- } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
- lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
- goto long_long;
-#endif
- }
- case -3:
- if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
- a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
- break;
-#ifdef HAVE_LONG_LONG
- } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
- lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
- goto long_long;
-#endif
- }
- case 3:
- if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
- a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
- break;
-#ifdef HAVE_LONG_LONG
- } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
- lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
- goto long_long;
-#endif
- }
- case -4:
- if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
- a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
- break;
-#ifdef HAVE_LONG_LONG
- } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
- lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
- goto long_long;
-#endif
- }
- case 4:
- if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
- a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
- break;
-#ifdef HAVE_LONG_LONG
- } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
- lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
- goto long_long;
-#endif
- }
- default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
- }
- }
- x = a + b;
- return PyLong_FromLong(x);
-#ifdef HAVE_LONG_LONG
- long_long:
- llx = lla + llb;
- return PyLong_FromLongLong(llx);
-#endif
-
-
- }
- #endif
- if (PyFloat_CheckExact(op1)) {
- const long b = intval;
- double a = PyFloat_AS_DOUBLE(op1);
- double result;
- PyFPE_START_PROTECT("add", return NULL)
- result = ((double)a) + (double)b;
- PyFPE_END_PROTECT(result)
- return PyFloat_FromDouble(result);
- }
- return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
-}
-#endif
-
-/* PyCFunctionFastCall */
- #if CYTHON_FAST_PYCCALL
-static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
- PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
- PyCFunction meth = PyCFunction_GET_FUNCTION(func);
- PyObject *self = PyCFunction_GET_SELF(func);
- assert(PyCFunction_Check(func));
- assert(METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)));
- assert(nargs >= 0);
- assert(nargs == 0 || args != NULL);
- /* _PyCFunction_FastCallDict() must not be called with an exception set,
- because it may clear it (directly or indirectly) and so the
- caller loses its exception */
- assert(!PyErr_Occurred());
- return (*((__Pyx_PyCFunctionFast)meth)) (self, args, nargs, NULL);
-}
-#endif // CYTHON_FAST_PYCCALL
-
-/* PyFunctionFastCall */
- #if CYTHON_FAST_PYCALL
-#include "frameobject.h"
-static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
- PyObject *globals) {
- PyFrameObject *f;
- PyThreadState *tstate = PyThreadState_GET();
- PyObject **fastlocals;
- Py_ssize_t i;
- PyObject *result;
- assert(globals != NULL);
- /* XXX Perhaps we should create a specialized
- PyFrame_New() that doesn't take locals, but does
- take builtins without sanity checking them.
- */
- assert(tstate != NULL);
- f = PyFrame_New(tstate, co, globals, NULL);
- if (f == NULL) {
- return NULL;
- }
- fastlocals = f->f_localsplus;
- for (i = 0; i < na; i++) {
- Py_INCREF(*args);
- fastlocals[i] = *args++;
- }
- result = PyEval_EvalFrameEx(f,0);
- ++tstate->recursion_depth;
- Py_DECREF(f);
- --tstate->recursion_depth;
- return result;
-}
-#if 1 || PY_VERSION_HEX < 0x030600B1
-static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, int nargs, PyObject *kwargs) {
- PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
- PyObject *globals = PyFunction_GET_GLOBALS(func);
- PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
- PyObject *closure;
-#if PY_MAJOR_VERSION >= 3
- PyObject *kwdefs;
-#endif
- PyObject *kwtuple, **k;
- PyObject **d;
- Py_ssize_t nd;
- Py_ssize_t nk;
- PyObject *result;
- assert(kwargs == NULL || PyDict_Check(kwargs));
- nk = kwargs ? PyDict_Size(kwargs) : 0;
- if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
- return NULL;
- }
- if (
-#if PY_MAJOR_VERSION >= 3
- co->co_kwonlyargcount == 0 &&
-#endif
- likely(kwargs == NULL || nk == 0) &&
- co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
- if (argdefs == NULL && co->co_argcount == nargs) {
- result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
- goto done;
- }
- else if (nargs == 0 && argdefs != NULL
- && co->co_argcount == Py_SIZE(argdefs)) {
- /* function called with no arguments, but all parameters have
- a default value: use default values as arguments .*/
- args = &PyTuple_GET_ITEM(argdefs, 0);
- result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
- goto done;
- }
- }
- if (kwargs != NULL) {
- Py_ssize_t pos, i;
- kwtuple = PyTuple_New(2 * nk);
- if (kwtuple == NULL) {
- result = NULL;
- goto done;
- }
- k = &PyTuple_GET_ITEM(kwtuple, 0);
- pos = i = 0;
- while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
- Py_INCREF(k[i]);
- Py_INCREF(k[i+1]);
- i += 2;
- }
- nk = i / 2;
- }
- else {
- kwtuple = NULL;
- k = NULL;
- }
- closure = PyFunction_GET_CLOSURE(func);
-#if PY_MAJOR_VERSION >= 3
- kwdefs = PyFunction_GET_KW_DEFAULTS(func);
-#endif
- if (argdefs != NULL) {
- d = &PyTuple_GET_ITEM(argdefs, 0);
- nd = Py_SIZE(argdefs);
- }
- else {
- d = NULL;
- nd = 0;
- }
-#if PY_MAJOR_VERSION >= 3
- result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
- args, nargs,
- k, (int)nk,
- d, (int)nd, kwdefs, closure);
-#else
- result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
- args, nargs,
- k, (int)nk,
- d, (int)nd, closure);
-#endif
- Py_XDECREF(kwtuple);
-done:
- Py_LeaveRecursiveCall();
- return result;
-}
-#endif // CPython < 3.6
-#endif // CYTHON_FAST_PYCALL
-
-/* PyObjectCall */
- #if CYTHON_COMPILING_IN_CPYTHON
-static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
- PyObject *result;
- ternaryfunc call = func->ob_type->tp_call;
- if (unlikely(!call))
- return PyObject_Call(func, arg, kw);
- if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
- return NULL;
- result = (*call)(func, arg, kw);
- Py_LeaveRecursiveCall();
- if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
- PyErr_SetString(
- PyExc_SystemError,
- "NULL result without error in PyObject_Call");
- }
- return result;
-}
-#endif
-
-/* PyObjectCallMethO */
- #if CYTHON_COMPILING_IN_CPYTHON
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
- PyObject *self, *result;
- PyCFunction cfunc;
- cfunc = PyCFunction_GET_FUNCTION(func);
- self = PyCFunction_GET_SELF(func);
- if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
- return NULL;
- result = cfunc(self, arg);
- Py_LeaveRecursiveCall();
- if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
- PyErr_SetString(
- PyExc_SystemError,
- "NULL result without error in PyObject_Call");
- }
- return result;
-}
-#endif
-
-/* PyObjectCallOneArg */
- #if CYTHON_COMPILING_IN_CPYTHON
-static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
- PyObject *result;
- PyObject *args = PyTuple_New(1);
- if (unlikely(!args)) return NULL;
- Py_INCREF(arg);
- PyTuple_SET_ITEM(args, 0, arg);
- result = __Pyx_PyObject_Call(func, args, NULL);
- Py_DECREF(args);
- return result;
-}
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
-#if CYTHON_FAST_PYCALL
- if (PyFunction_Check(func)) {
- return __Pyx_PyFunction_FastCall(func, &arg, 1);
- }
-#endif
-#ifdef __Pyx_CyFunction_USED
- if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
-#else
- if (likely(PyCFunction_Check(func))) {
-#endif
- if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
- return __Pyx_PyObject_CallMethO(func, arg);
-#if CYTHON_FAST_PYCCALL
- } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) {
- return __Pyx_PyCFunction_FastCall(func, &arg, 1);
-#endif
- }
- }
- return __Pyx__PyObject_CallOneArg(func, arg);
-}
-#else
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
- PyObject *result;
- PyObject *args = PyTuple_Pack(1, arg);
- if (unlikely(!args)) return NULL;
- result = __Pyx_PyObject_Call(func, args, NULL);
- Py_DECREF(args);
- return result;
-}
-#endif
-
-/* PyObjectCallNoArg */
- #if CYTHON_COMPILING_IN_CPYTHON
-static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
-#if CYTHON_FAST_PYCALL
- if (PyFunction_Check(func)) {
- return __Pyx_PyFunction_FastCall(func, NULL, 0);
- }
-#endif
-#ifdef __Pyx_CyFunction_USED
- if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
-#else
- if (likely(PyCFunction_Check(func))) {
-#endif
- if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
- return __Pyx_PyObject_CallMethO(func, NULL);
- }
- }
- return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
-}
-#endif
-
-/* GetModuleGlobalName */
- static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
- PyObject *result;
-#if !CYTHON_AVOID_BORROWED_REFS
- result = PyDict_GetItem(__pyx_d, name);
- if (likely(result)) {
- Py_INCREF(result);
- } else {
-#else
- result = PyObject_GetItem(__pyx_d, name);
- if (!result) {
- PyErr_Clear();
-#endif
- result = __Pyx_GetBuiltinName(name);
- }
- return result;
-}
-
-/* BufferIndexError */
- static void __Pyx_RaiseBufferIndexError(int axis) {
- PyErr_Format(PyExc_IndexError,
- "Out of bounds on buffer access (axis %d)", axis);
-}
-
-/* PyErrFetchRestore */
- #if CYTHON_FAST_THREAD_STATE
-static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
- PyObject *tmp_type, *tmp_value, *tmp_tb;
- tmp_type = tstate->curexc_type;
- tmp_value = tstate->curexc_value;
- tmp_tb = tstate->curexc_traceback;
- tstate->curexc_type = type;
- tstate->curexc_value = value;
- tstate->curexc_traceback = tb;
- Py_XDECREF(tmp_type);
- Py_XDECREF(tmp_value);
- Py_XDECREF(tmp_tb);
-}
-static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
- *type = tstate->curexc_type;
- *value = tstate->curexc_value;
- *tb = tstate->curexc_traceback;
- tstate->curexc_type = 0;
- tstate->curexc_value = 0;
- tstate->curexc_traceback = 0;
-}
-#endif
-
-/* RaiseException */
- #if PY_MAJOR_VERSION < 3
-static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
- CYTHON_UNUSED PyObject *cause) {
- __Pyx_PyThreadState_declare
- Py_XINCREF(type);
- if (!value || value == Py_None)
- value = NULL;
- else
- Py_INCREF(value);
- if (!tb || tb == Py_None)
- tb = NULL;
- else {
- Py_INCREF(tb);
- if (!PyTraceBack_Check(tb)) {
- PyErr_SetString(PyExc_TypeError,
- "raise: arg 3 must be a traceback or None");
- goto raise_error;
- }
- }
- if (PyType_Check(type)) {
-#if CYTHON_COMPILING_IN_PYPY
- if (!value) {
- Py_INCREF(Py_None);
- value = Py_None;
- }
-#endif
- PyErr_NormalizeException(&type, &value, &tb);
- } else {
- if (value) {
- PyErr_SetString(PyExc_TypeError,
- "instance exception may not have a separate value");
- goto raise_error;
- }
- value = type;
- type = (PyObject*) Py_TYPE(type);
- Py_INCREF(type);
- if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
- PyErr_SetString(PyExc_TypeError,
- "raise: exception class must be a subclass of BaseException");
- goto raise_error;
- }
- }
- __Pyx_PyThreadState_assign
- __Pyx_ErrRestore(type, value, tb);
- return;
-raise_error:
- Py_XDECREF(value);
- Py_XDECREF(type);
- Py_XDECREF(tb);
- return;
-}
-#else
-static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
- PyObject* owned_instance = NULL;
- if (tb == Py_None) {
- tb = 0;
- } else if (tb && !PyTraceBack_Check(tb)) {
- PyErr_SetString(PyExc_TypeError,
- "raise: arg 3 must be a traceback or None");
- goto bad;
- }
- if (value == Py_None)
- value = 0;
- if (PyExceptionInstance_Check(type)) {
- if (value) {
- PyErr_SetString(PyExc_TypeError,
- "instance exception may not have a separate value");
- goto bad;
- }
- value = type;
- type = (PyObject*) Py_TYPE(value);
- } else if (PyExceptionClass_Check(type)) {
- PyObject *instance_class = NULL;
- if (value && PyExceptionInstance_Check(value)) {
- instance_class = (PyObject*) Py_TYPE(value);
- if (instance_class != type) {
- int is_subclass = PyObject_IsSubclass(instance_class, type);
- if (!is_subclass) {
- instance_class = NULL;
- } else if (unlikely(is_subclass == -1)) {
- goto bad;
- } else {
- type = instance_class;
- }
- }
- }
- if (!instance_class) {
- PyObject *args;
- if (!value)
- args = PyTuple_New(0);
- else if (PyTuple_Check(value)) {
- Py_INCREF(value);
- args = value;
- } else
- args = PyTuple_Pack(1, value);
- if (!args)
- goto bad;
- owned_instance = PyObject_Call(type, args, NULL);
- Py_DECREF(args);
- if (!owned_instance)
- goto bad;
- value = owned_instance;
- if (!PyExceptionInstance_Check(value)) {
- PyErr_Format(PyExc_TypeError,
- "calling %R should have returned an instance of "
- "BaseException, not %R",
- type, Py_TYPE(value));
- goto bad;
- }
- }
- } else {
- PyErr_SetString(PyExc_TypeError,
- "raise: exception class must be a subclass of BaseException");
- goto bad;
- }
-#if PY_VERSION_HEX >= 0x03030000
- if (cause) {
-#else
- if (cause && cause != Py_None) {
-#endif
- PyObject *fixed_cause;
- if (cause == Py_None) {
- fixed_cause = NULL;
- } else if (PyExceptionClass_Check(cause)) {
- fixed_cause = PyObject_CallObject(cause, NULL);
- if (fixed_cause == NULL)
- goto bad;
- } else if (PyExceptionInstance_Check(cause)) {
- fixed_cause = cause;
- Py_INCREF(fixed_cause);
- } else {
- PyErr_SetString(PyExc_TypeError,
- "exception causes must derive from "
- "BaseException");
- goto bad;
- }
- PyException_SetCause(value, fixed_cause);
- }
- PyErr_SetObject(type, value);
- if (tb) {
-#if CYTHON_COMPILING_IN_PYPY
- 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);
-#else
- PyThreadState *tstate = PyThreadState_GET();
- PyObject* tmp_tb = tstate->curexc_traceback;
- if (tb != tmp_tb) {
- Py_INCREF(tb);
- tstate->curexc_traceback = tb;
- Py_XDECREF(tmp_tb);
- }
-#endif
- }
-bad:
- Py_XDECREF(owned_instance);
- return;
-}
-#endif
-
-/* RaiseTooManyValuesToUnpack */
- static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
- PyErr_Format(PyExc_ValueError,
- "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
-}
-
-/* RaiseNeedMoreValuesToUnpack */
- static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
- PyErr_Format(PyExc_ValueError,
- "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
- index, (index == 1) ? "" : "s");
-}
-
-/* RaiseNoneIterError */
- static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
- PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
-}
-
-/* SaveResetException */
- #if CYTHON_FAST_THREAD_STATE
-static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
- *type = tstate->exc_type;
- *value = tstate->exc_value;
- *tb = tstate->exc_traceback;
- Py_XINCREF(*type);
- Py_XINCREF(*value);
- Py_XINCREF(*tb);
-}
-static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
- PyObject *tmp_type, *tmp_value, *tmp_tb;
- tmp_type = tstate->exc_type;
- tmp_value = tstate->exc_value;
- tmp_tb = tstate->exc_traceback;
- tstate->exc_type = type;
- tstate->exc_value = value;
- tstate->exc_traceback = tb;
- Py_XDECREF(tmp_type);
- Py_XDECREF(tmp_value);
- Py_XDECREF(tmp_tb);
-}
-#endif
-
-/* PyErrExceptionMatches */
- #if CYTHON_FAST_THREAD_STATE
-static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
- PyObject *exc_type = tstate->curexc_type;
- if (exc_type == err) return 1;
- if (unlikely(!exc_type)) return 0;
- return PyErr_GivenExceptionMatches(exc_type, err);
-}
-#endif
-
-/* GetException */
- #if CYTHON_FAST_THREAD_STATE
-static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
-#else
-static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
-#endif
- PyObject *local_type, *local_value, *local_tb;
-#if CYTHON_FAST_THREAD_STATE
- PyObject *tmp_type, *tmp_value, *tmp_tb;
- local_type = tstate->curexc_type;
- local_value = tstate->curexc_value;
- local_tb = tstate->curexc_traceback;
- tstate->curexc_type = 0;
- tstate->curexc_value = 0;
- tstate->curexc_traceback = 0;
-#else
- PyErr_Fetch(&local_type, &local_value, &local_tb);
-#endif
- PyErr_NormalizeException(&local_type, &local_value, &local_tb);
-#if CYTHON_FAST_THREAD_STATE
- if (unlikely(tstate->curexc_type))
-#else
- if (unlikely(PyErr_Occurred()))
-#endif
- goto bad;
- #if PY_MAJOR_VERSION >= 3
- if (local_tb) {
- if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
- goto bad;
- }
- #endif
- Py_XINCREF(local_tb);
- Py_XINCREF(local_type);
- Py_XINCREF(local_value);
- *type = local_type;
- *value = local_value;
- *tb = local_tb;
-#if CYTHON_FAST_THREAD_STATE
- 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;
- Py_XDECREF(tmp_type);
- Py_XDECREF(tmp_value);
- Py_XDECREF(tmp_tb);
-#else
- PyErr_SetExcInfo(local_type, local_value, local_tb);
-#endif
- return 0;
-bad:
- *type = 0;
- *value = 0;
- *tb = 0;
- Py_XDECREF(local_type);
- Py_XDECREF(local_value);
- Py_XDECREF(local_tb);
- return -1;
-}
-
-/* Import */
- static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
- PyObject *empty_list = 0;
- PyObject *module = 0;
- PyObject *global_dict = 0;
- PyObject *empty_dict = 0;
- PyObject *list;
- #if PY_VERSION_HEX < 0x03030000
- PyObject *py_import;
- py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
- if (!py_import)
- goto bad;
- #endif
- if (from_list)
- list = from_list;
- else {
- empty_list = PyList_New(0);
- if (!empty_list)
- goto bad;
- list = empty_list;
- }
- global_dict = PyModule_GetDict(__pyx_m);
- if (!global_dict)
- goto bad;
- empty_dict = PyDict_New();
- if (!empty_dict)
- goto bad;
- {
- #if PY_MAJOR_VERSION >= 3
- if (level == -1) {
- if (strchr(__Pyx_MODULE_NAME, '.')) {
- #if PY_VERSION_HEX < 0x03030000
- PyObject *py_level = PyInt_FromLong(1);
- if (!py_level)
- goto bad;
- module = PyObject_CallFunctionObjArgs(py_import,
- name, global_dict, empty_dict, list, py_level, NULL);
- Py_DECREF(py_level);
- #else
- module = PyImport_ImportModuleLevelObject(
- name, global_dict, empty_dict, list, 1);
- #endif
- if (!module) {
- if (!PyErr_ExceptionMatches(PyExc_ImportError))
- goto bad;
- PyErr_Clear();
- }
- }
- level = 0;
- }
- #endif
- if (!module) {
- #if PY_VERSION_HEX < 0x03030000
- PyObject *py_level = PyInt_FromLong(level);
- if (!py_level)
- goto bad;
- module = PyObject_CallFunctionObjArgs(py_import,
- name, global_dict, empty_dict, list, py_level, NULL);
- Py_DECREF(py_level);
- #else
- module = PyImport_ImportModuleLevelObject(
- name, global_dict, empty_dict, list, level);
- #endif
- }
- }
-bad:
- #if PY_VERSION_HEX < 0x03030000
- Py_XDECREF(py_import);
- #endif
- Py_XDECREF(empty_list);
- Py_XDECREF(empty_dict);
- return module;
-}
-
-/* CodeObjectCache */
- static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
- int start = 0, mid = 0, end = count - 1;
- if (end >= 0 && code_line > entries[end].code_line) {
- return count;
- }
- while (start < end) {
- mid = start + (end - start) / 2;
- if (code_line < entries[mid].code_line) {
- end = mid;
- } else if (code_line > entries[mid].code_line) {
- start = mid + 1;
- } else {
- return mid;
- }
- }
- if (code_line <= entries[mid].code_line) {
- return mid;
- } else {
- return mid + 1;
- }
-}
-static PyCodeObject *__pyx_find_code_object(int code_line) {
- PyCodeObject* code_object;
- int pos;
- if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
- return NULL;
- }
- pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
- if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
- return NULL;
- }
- code_object = __pyx_code_cache.entries[pos].code_object;
- Py_INCREF(code_object);
- return code_object;
-}
-static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
- int pos, i;
- __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
- if (unlikely(!code_line)) {
- return;
- }
- if (unlikely(!entries)) {
- entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
- if (likely(entries)) {
- __pyx_code_cache.entries = entries;
- __pyx_code_cache.max_count = 64;
- __pyx_code_cache.count = 1;
- entries[0].code_line = code_line;
- entries[0].code_object = code_object;
- Py_INCREF(code_object);
- }
- return;
- }
- pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
- if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
- PyCodeObject* tmp = entries[pos].code_object;
- entries[pos].code_object = code_object;
- Py_DECREF(tmp);
- return;
- }
- if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
- int new_max = __pyx_code_cache.max_count + 64;
- entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
- __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry));
- if (unlikely(!entries)) {
- return;
- }
- __pyx_code_cache.entries = entries;
- __pyx_code_cache.max_count = new_max;
- }
- for (i=__pyx_code_cache.count; i>pos; i--) {
- entries[i] = entries[i-1];
- }
- entries[pos].code_line = code_line;
- entries[pos].code_object = code_object;
- __pyx_code_cache.count++;
- Py_INCREF(code_object);
-}
-
-/* AddTraceback */
- #include "compile.h"
-#include "frameobject.h"
-#include "traceback.h"
-static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
- const char *funcname, int c_line,
- int py_line, const char *filename) {
- PyCodeObject *py_code = 0;
- PyObject *py_srcfile = 0;
- PyObject *py_funcname = 0;
- #if PY_MAJOR_VERSION < 3
- py_srcfile = PyString_FromString(filename);
- #else
- py_srcfile = PyUnicode_FromString(filename);
- #endif
- if (!py_srcfile) goto bad;
- if (c_line) {
- #if PY_MAJOR_VERSION < 3
- py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
- #else
- py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
- #endif
- }
- else {
- #if PY_MAJOR_VERSION < 3
- py_funcname = PyString_FromString(funcname);
- #else
- py_funcname = PyUnicode_FromString(funcname);
- #endif
- }
- if (!py_funcname) goto bad;
- py_code = __Pyx_PyCode_New(
- 0,
- 0,
- 0,
- 0,
- 0,
- __pyx_empty_bytes, /*PyObject *code,*/
- __pyx_empty_tuple, /*PyObject *consts,*/
- __pyx_empty_tuple, /*PyObject *names,*/
- __pyx_empty_tuple, /*PyObject *varnames,*/
- __pyx_empty_tuple, /*PyObject *freevars,*/
- __pyx_empty_tuple, /*PyObject *cellvars,*/
- py_srcfile, /*PyObject *filename,*/
- py_funcname, /*PyObject *name,*/
- py_line,
- __pyx_empty_bytes /*PyObject *lnotab*/
- );
- Py_DECREF(py_srcfile);
- Py_DECREF(py_funcname);
- return py_code;
-bad:
- Py_XDECREF(py_srcfile);
- Py_XDECREF(py_funcname);
- return NULL;
-}
-static void __Pyx_AddTraceback(const char *funcname, int c_line,
- int py_line, const char *filename) {
- PyCodeObject *py_code = 0;
- PyFrameObject *py_frame = 0;
- py_code = __pyx_find_code_object(c_line ? c_line : py_line);
- if (!py_code) {
- py_code = __Pyx_CreateCodeObjectForTraceback(
- funcname, c_line, py_line, filename);
- if (!py_code) goto bad;
- __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
- }
- py_frame = PyFrame_New(
- PyThreadState_GET(), /*PyThreadState *tstate,*/
- py_code, /*PyCodeObject *code,*/
- __pyx_d, /*PyObject *globals,*/
- 0 /*PyObject *locals*/
- );
- if (!py_frame) goto bad;
- __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
- PyTraceBack_Here(py_frame);
-bad:
- Py_XDECREF(py_code);
- Py_XDECREF(py_frame);
-}
-
-#if PY_MAJOR_VERSION < 3
-static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
- if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
- if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags);
- PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
- return -1;
-}
-static void __Pyx_ReleaseBuffer(Py_buffer *view) {
- PyObject *obj = view->obj;
- if (!obj) return;
- if (PyObject_CheckBuffer(obj)) {
- PyBuffer_Release(view);
- return;
- }
- if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; }
- Py_DECREF(obj);
- view->obj = NULL;
-}
-#endif
-
-
- /* CIntToPy */
- static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
- const int neg_one = (int) -1, const_zero = (int) 0;
- const int is_unsigned = neg_one > const_zero;
- if (is_unsigned) {
- if (sizeof(int) < sizeof(long)) {
- return PyInt_FromLong((long) value);
- } else if (sizeof(int) <= sizeof(unsigned long)) {
- return PyLong_FromUnsignedLong((unsigned long) value);
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
- return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
-#endif
- }
- } else {
- if (sizeof(int) <= sizeof(long)) {
- return PyInt_FromLong((long) value);
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
- return PyLong_FromLongLong((PY_LONG_LONG) value);
-#endif
- }
- }
- {
- int one = 1; int little = (int)*(unsigned char *)&one;
- unsigned char *bytes = (unsigned char *)&value;
- return _PyLong_FromByteArray(bytes, sizeof(int),
- little, !is_unsigned);
- }
-}
-
-/* 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;\
- }
-
-/* CIntToPy */
- static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
- const long neg_one = (long) -1, const_zero = (long) 0;
- const int is_unsigned = neg_one > const_zero;
- if (is_unsigned) {
- if (sizeof(long) < sizeof(long)) {
- return PyInt_FromLong((long) value);
- } else if (sizeof(long) <= sizeof(unsigned long)) {
- return PyLong_FromUnsignedLong((unsigned long) value);
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
- return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
-#endif
- }
- } else {
- if (sizeof(long) <= sizeof(long)) {
- return PyInt_FromLong((long) value);
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
- return PyLong_FromLongLong((PY_LONG_LONG) value);
-#endif
- }
- }
- {
- int one = 1; int little = (int)*(unsigned char *)&one;
- unsigned char *bytes = (unsigned char *)&value;
- return _PyLong_FromByteArray(bytes, sizeof(long),
- little, !is_unsigned);
- }
-}
-
-/* Declarations */
- #if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
- return ::std::complex< float >(x, y);
- }
- #else
- static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
- return x + y*(__pyx_t_float_complex)_Complex_I;
- }
- #endif
-#else
- static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
- __pyx_t_float_complex z;
- z.real = x;
- z.imag = y;
- return z;
- }
-#endif
-
-/* Arithmetic */
- #if CYTHON_CCOMPLEX
-#else
- static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
- return (a.real == b.real) && (a.imag == b.imag);
- }
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
- __pyx_t_float_complex z;
- z.real = a.real + b.real;
- z.imag = a.imag + b.imag;
- return z;
- }
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
- __pyx_t_float_complex z;
- z.real = a.real - b.real;
- z.imag = a.imag - b.imag;
- return z;
- }
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
- __pyx_t_float_complex z;
- z.real = a.real * b.real - a.imag * b.imag;
- z.imag = a.real * b.imag + a.imag * b.real;
- return z;
- }
- #if 1
- static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
- if (b.imag == 0) {
- return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
- } else if (fabsf(b.real) >= fabsf(b.imag)) {
- if (b.real == 0 && b.imag == 0) {
- return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
- } else {
- float r = b.imag / b.real;
- float s = 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 = 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:
- z = __Pyx_c_prod_float(a, a);
- 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) {
- 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, -1);
- }
- } else {
- r = __Pyx_c_abs_float(a);
- theta = atan2f(a.imag, a.real);
- }
- lnr = logf(r);
- z_r = expf(lnr * b.real - theta * b.imag);
- z_theta = theta * b.real + lnr * b.imag;
- z.real = z_r * cosf(z_theta);
- z.imag = z_r * sinf(z_theta);
- return z;
- }
- #endif
-#endif
-
-/* Declarations */
- #if CYTHON_CCOMPLEX
- #ifdef __cplusplus
- static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
- return ::std::complex< double >(x, y);
- }
- #else
- static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
- return x + y*(__pyx_t_double_complex)_Complex_I;
- }
- #endif
-#else
- static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
- __pyx_t_double_complex z;
- z.real = x;
- z.imag = y;
- return z;
- }
-#endif
-
-/* Arithmetic */
- #if CYTHON_CCOMPLEX
-#else
- static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
- return (a.real == b.real) && (a.imag == b.imag);
- }
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
- __pyx_t_double_complex z;
- z.real = a.real + b.real;
- z.imag = a.imag + b.imag;
- return z;
- }
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
- __pyx_t_double_complex z;
- z.real = a.real - b.real;
- z.imag = a.imag - b.imag;
- return z;
- }
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
- __pyx_t_double_complex z;
- z.real = a.real * b.real - a.imag * b.imag;
- z.imag = a.real * b.imag + a.imag * b.real;
- return z;
- }
- #if 1
- static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
- if (b.imag == 0) {
- return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
- } else if (fabs(b.real) >= fabs(b.imag)) {
- if (b.real == 0 && b.imag == 0) {
- return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
- } else {
- double r = b.imag / b.real;
- double s = 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 = 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:
- z = __Pyx_c_prod_double(a, a);
- 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) {
- 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, -1);
- }
- } 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
-
-/* CIntToPy */
- static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value) {
- const enum NPY_TYPES neg_one = (enum NPY_TYPES) -1, const_zero = (enum NPY_TYPES) 0;
- const int is_unsigned = neg_one > const_zero;
- if (is_unsigned) {
- if (sizeof(enum NPY_TYPES) < sizeof(long)) {
- return PyInt_FromLong((long) value);
- } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned long)) {
- return PyLong_FromUnsignedLong((unsigned long) value);
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) {
- return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
-#endif
- }
- } else {
- if (sizeof(enum NPY_TYPES) <= sizeof(long)) {
- return PyInt_FromLong((long) value);
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) {
- return PyLong_FromLongLong((PY_LONG_LONG) value);
-#endif
- }
- }
- {
- int one = 1; int little = (int)*(unsigned char *)&one;
- unsigned char *bytes = (unsigned char *)&value;
- return _PyLong_FromByteArray(bytes, sizeof(enum NPY_TYPES),
- little, !is_unsigned);
- }
-}
-
-/* CIntFromPy */
- static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
- const int neg_one = (int) -1, const_zero = (int) 0;
- const int is_unsigned = neg_one > const_zero;
-#if PY_MAJOR_VERSION < 3
- if (likely(PyInt_Check(x))) {
- if (sizeof(int) < sizeof(long)) {
- __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
- } else {
- long val = PyInt_AS_LONG(x);
- if (is_unsigned && unlikely(val < 0)) {
- goto raise_neg_overflow;
- }
- return (int) val;
- }
- } else
-#endif
- if (likely(PyLong_Check(x))) {
- if (is_unsigned) {
-#if CYTHON_USE_PYLONG_INTERNALS
- const digit* digits = ((PyLongObject*)x)->ob_digit;
- switch (Py_SIZE(x)) {
- case 0: return (int) 0;
- case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
- case 2:
- if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
- return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
- }
- }
- break;
- case 3:
- if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
- return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
- }
- }
- break;
- case 4:
- if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
- return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
- }
- }
- break;
- }
-#endif
-#if CYTHON_COMPILING_IN_CPYTHON
- if (unlikely(Py_SIZE(x) < 0)) {
- goto raise_neg_overflow;
- }
-#else
- {
- int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
- if (unlikely(result < 0))
- return (int) -1;
- if (unlikely(result == 1))
- goto raise_neg_overflow;
- }
-#endif
- if (sizeof(int) <= sizeof(unsigned long)) {
- __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
- __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
-#endif
- }
- } else {
-#if CYTHON_USE_PYLONG_INTERNALS
- const digit* digits = ((PyLongObject*)x)->ob_digit;
- switch (Py_SIZE(x)) {
- case 0: return (int) 0;
- case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
- case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0])
- case -2:
- if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
- return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
- }
- }
- break;
- case 2:
- if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
- return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
- }
- }
- break;
- case -3:
- if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
- return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
- }
- }
- break;
- case 3:
- if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
- return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
- }
- }
- break;
- case -4:
- if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
- return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
- }
- }
- break;
- case 4:
- if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
- return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
- }
- }
- break;
- }
-#endif
- if (sizeof(int) <= sizeof(long)) {
- __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
- __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
-#endif
- }
- }
- {
-#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
- PyErr_SetString(PyExc_RuntimeError,
- "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
-#else
- int val;
- PyObject *v = __Pyx_PyNumber_IntOrLong(x);
- #if PY_MAJOR_VERSION < 3
- if (likely(v) && !PyLong_Check(v)) {
- PyObject *tmp = v;
- v = PyNumber_Long(tmp);
- Py_DECREF(tmp);
- }
- #endif
- if (likely(v)) {
- int one = 1; int is_little = (int)*(unsigned char *)&one;
- unsigned char *bytes = (unsigned char *)&val;
- int ret = _PyLong_AsByteArray((PyLongObject *)v,
- bytes, sizeof(val),
- is_little, !is_unsigned);
- Py_DECREF(v);
- if (likely(!ret))
- return val;
- }
-#endif
- return (int) -1;
- }
- } else {
- int val;
- PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
- if (!tmp) return (int) -1;
- val = __Pyx_PyInt_As_int(tmp);
- Py_DECREF(tmp);
- return val;
- }
-raise_overflow:
- PyErr_SetString(PyExc_OverflowError,
- "value too large to convert to int");
- return (int) -1;
-raise_neg_overflow:
- PyErr_SetString(PyExc_OverflowError,
- "can't convert negative value to int");
- return (int) -1;
-}
-
-/* CIntFromPy */
- static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
- const long neg_one = (long) -1, const_zero = (long) 0;
- const int is_unsigned = neg_one > const_zero;
-#if PY_MAJOR_VERSION < 3
- if (likely(PyInt_Check(x))) {
- if (sizeof(long) < sizeof(long)) {
- __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
- } else {
- long val = PyInt_AS_LONG(x);
- if (is_unsigned && unlikely(val < 0)) {
- goto raise_neg_overflow;
- }
- return (long) val;
- }
- } else
-#endif
- if (likely(PyLong_Check(x))) {
- if (is_unsigned) {
-#if CYTHON_USE_PYLONG_INTERNALS
- const digit* digits = ((PyLongObject*)x)->ob_digit;
- switch (Py_SIZE(x)) {
- case 0: return (long) 0;
- case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
- case 2:
- if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
- return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
- }
- }
- break;
- case 3:
- if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
- return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
- }
- }
- break;
- case 4:
- if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
- return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
- }
- }
- break;
- }
-#endif
-#if CYTHON_COMPILING_IN_CPYTHON
- if (unlikely(Py_SIZE(x) < 0)) {
- goto raise_neg_overflow;
- }
-#else
- {
- int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
- if (unlikely(result < 0))
- return (long) -1;
- if (unlikely(result == 1))
- goto raise_neg_overflow;
- }
-#endif
- if (sizeof(long) <= sizeof(unsigned long)) {
- __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
- __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
-#endif
- }
- } else {
-#if CYTHON_USE_PYLONG_INTERNALS
- const digit* digits = ((PyLongObject*)x)->ob_digit;
- switch (Py_SIZE(x)) {
- case 0: return (long) 0;
- case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
- case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0])
- case -2:
- if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
- return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
- }
- }
- break;
- case 2:
- if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
- return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
- }
- }
- break;
- case -3:
- if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
- return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
- }
- }
- break;
- case 3:
- if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
- return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
- }
- }
- break;
- case -4:
- if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
- return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
- }
- }
- break;
- case 4:
- if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
- if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
- __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
- } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
- return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
- }
- }
- break;
- }
-#endif
- if (sizeof(long) <= sizeof(long)) {
- __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
-#ifdef HAVE_LONG_LONG
- } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
- __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
-#endif
- }
- }
- {
-#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
- PyErr_SetString(PyExc_RuntimeError,
- "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
-#else
- long val;
- PyObject *v = __Pyx_PyNumber_IntOrLong(x);
- #if PY_MAJOR_VERSION < 3
- if (likely(v) && !PyLong_Check(v)) {
- PyObject *tmp = v;
- v = PyNumber_Long(tmp);
- Py_DECREF(tmp);
- }
- #endif
- if (likely(v)) {
- int one = 1; int is_little = (int)*(unsigned char *)&one;
- unsigned char *bytes = (unsigned char *)&val;
- int ret = _PyLong_AsByteArray((PyLongObject *)v,
- bytes, sizeof(val),
- is_little, !is_unsigned);
- Py_DECREF(v);
- if (likely(!ret))
- return val;
- }
-#endif
- return (long) -1;
- }
- } else {
- long val;
- PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
- if (!tmp) return (long) -1;
- val = __Pyx_PyInt_As_long(tmp);
- Py_DECREF(tmp);
- return val;
- }
-raise_overflow:
- PyErr_SetString(PyExc_OverflowError,
- "value too large to convert to long");
- return (long) -1;
-raise_neg_overflow:
- PyErr_SetString(PyExc_OverflowError,
- "can't convert negative value to long");
- return (long) -1;
-}
-
-/* CheckBinaryVersion */
- static int __Pyx_check_binary_version(void) {
- char ctversion[4], rtversion[4];
- PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
- PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
- if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
- char message[200];
- PyOS_snprintf(message, sizeof(message),
- "compiletime version %s of module '%.100s' "
- "does not match runtime version %s",
- ctversion, __Pyx_MODULE_NAME, rtversion);
- return PyErr_WarnEx(NULL, message, 1);
- }
- return 0;
-}
-
-/* ModuleImport */
- #ifndef __PYX_HAVE_RT_ImportModule
-#define __PYX_HAVE_RT_ImportModule
-static PyObject *__Pyx_ImportModule(const char *name) {
- PyObject *py_name = 0;
- PyObject *py_module = 0;
- py_name = __Pyx_PyIdentifier_FromString(name);
- if (!py_name)
- goto bad;
- py_module = PyImport_Import(py_name);
- Py_DECREF(py_name);
- return py_module;
-bad:
- Py_XDECREF(py_name);
- return 0;
-}
-#endif
-
-/* TypeImport */
- #ifndef __PYX_HAVE_RT_ImportType
-#define __PYX_HAVE_RT_ImportType
-static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
- size_t size, int strict)
-{
- PyObject *py_module = 0;
- PyObject *result = 0;
- PyObject *py_name = 0;
- char warning[200];
- Py_ssize_t basicsize;
-#ifdef Py_LIMITED_API
- PyObject *py_basicsize;
-#endif
- py_module = __Pyx_ImportModule(module_name);
- if (!py_module)
- goto bad;
- py_name = __Pyx_PyIdentifier_FromString(class_name);
- if (!py_name)
- goto bad;
- result = PyObject_GetAttr(py_module, py_name);
- Py_DECREF(py_name);
- py_name = 0;
- Py_DECREF(py_module);
- py_module = 0;
- if (!result)
- goto bad;
- if (!PyType_Check(result)) {
- PyErr_Format(PyExc_TypeError,
- "%.200s.%.200s is not a type object",
- module_name, class_name);
- goto bad;
- }
-#ifndef Py_LIMITED_API
- basicsize = ((PyTypeObject *)result)->tp_basicsize;
-#else
- py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
- if (!py_basicsize)
- goto bad;
- basicsize = PyLong_AsSsize_t(py_basicsize);
- Py_DECREF(py_basicsize);
- py_basicsize = 0;
- if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
- goto bad;
-#endif
- if (!strict && (size_t)basicsize > size) {
- PyOS_snprintf(warning, sizeof(warning),
- "%s.%s size changed, may indicate binary incompatibility. Expected %zd, got %zd",
- module_name, class_name, basicsize, size);
- if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
- }
- else if ((size_t)basicsize != size) {
- PyErr_Format(PyExc_ValueError,
- "%.200s.%.200s has the wrong size, try recompiling. Expected %zd, got %zd",
- module_name, class_name, basicsize, size);
- goto bad;
- }
- return (PyTypeObject *)result;
-bad:
- Py_XDECREF(py_module);
- Py_XDECREF(result);
- return NULL;
-}
-#endif
-
-/* InitStrings */
- static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
- while (t->p) {
- #if PY_MAJOR_VERSION < 3
- if (t->is_unicode) {
- *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
- } else if (t->intern) {
- *t->p = PyString_InternFromString(t->s);
- } else {
- *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
- }
- #else
- if (t->is_unicode | t->is_str) {
- if (t->intern) {
- *t->p = PyUnicode_InternFromString(t->s);
- } else if (t->encoding) {
- *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
- } else {
- *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
- }
- } else {
- *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
- }
- #endif
- if (!*t->p)
- return -1;
- ++t;
- }
- return 0;
-}
-
-static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
- return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
-}
-static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) {
- Py_ssize_t ignore;
- return __Pyx_PyObject_AsStringAndSize(o, &ignore);
-}
-static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
-#if CYTHON_COMPILING_IN_CPYTHON && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
- if (
-#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
- __Pyx_sys_getdefaultencoding_not_ascii &&
-#endif
- PyUnicode_Check(o)) {
-#if PY_VERSION_HEX < 0x03030000
- char* defenc_c;
- PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
- if (!defenc) return NULL;
- defenc_c = PyBytes_AS_STRING(defenc);
-#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
- {
- char* end = defenc_c + PyBytes_GET_SIZE(defenc);
- char* c;
- for (c = defenc_c; c < end; c++) {
- if ((unsigned char) (*c) >= 128) {
- PyUnicode_AsASCIIString(o);
- return NULL;
- }
- }
- }
-#endif
- *length = PyBytes_GET_SIZE(defenc);
- return defenc_c;
-#else
- if (__Pyx_PyUnicode_READY(o) == -1) return NULL;
-#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
- if (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
- } else
-#endif
-#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
- if (PyByteArray_Check(o)) {
- *length = PyByteArray_GET_SIZE(o);
- return PyByteArray_AS_STRING(o);
- } else
-#endif
- {
- char* result;
- int r = PyBytes_AsStringAndSize(o, &result, length);
- if (unlikely(r < 0)) {
- return NULL;
- } else {
- return result;
- }
- }
-}
-static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
- int is_true = x == Py_True;
- if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
- else return PyObject_IsTrue(x);
-}
-static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
-#if CYTHON_USE_TYPE_SLOTS
- PyNumberMethods *m;
-#endif
- const char *name = NULL;
- PyObject *res = NULL;
-#if PY_MAJOR_VERSION < 3
- if (PyInt_Check(x) || PyLong_Check(x))
-#else
- if (PyLong_Check(x))
-#endif
- return __Pyx_NewRef(x);
-#if CYTHON_USE_TYPE_SLOTS
- m = Py_TYPE(x)->tp_as_number;
- #if PY_MAJOR_VERSION < 3
- if (m && m->nb_int) {
- name = "int";
- res = PyNumber_Int(x);
- }
- else if (m && m->nb_long) {
- name = "long";
- res = PyNumber_Long(x);
- }
- #else
- if (m && m->nb_int) {
- name = "int";
- res = PyNumber_Long(x);
- }
- #endif
-#else
- res = PyNumber_Int(x);
-#endif
- if (res) {
-#if PY_MAJOR_VERSION < 3
- if (!PyInt_Check(res) && !PyLong_Check(res)) {
-#else
- if (!PyLong_Check(res)) {
-#endif
- PyErr_Format(PyExc_TypeError,
- "__%.4s__ returned non-%.4s (type %.200s)",
- name, name, Py_TYPE(res)->tp_name);
- Py_DECREF(res);
- return NULL;
- }
- }
- else if (!PyErr_Occurred()) {
- PyErr_SetString(PyExc_TypeError,
- "an integer is required");
- }
- return res;
-}
-static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
- Py_ssize_t ival;
- PyObject *x;
-#if PY_MAJOR_VERSION < 3
- if (likely(PyInt_CheckExact(b))) {
- if (sizeof(Py_ssize_t) >= sizeof(long))
- return PyInt_AS_LONG(b);
- else
- return PyInt_AsSsize_t(x);
- }
-#endif
- if (likely(PyLong_CheckExact(b))) {
- #if CYTHON_USE_PYLONG_INTERNALS
- const digit* digits = ((PyLongObject*)b)->ob_digit;
- const Py_ssize_t size = Py_SIZE(b);
- if (likely(__Pyx_sst_abs(size) <= 1)) {
- ival = likely(size) ? digits[0] : 0;
- if (size == -1) ival = -ival;
- return ival;
- } else {
- switch (size) {
- case 2:
- if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
- return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
- }
- break;
- case -2:
- if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
- return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
- }
- break;
- case 3:
- if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
- return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
- }
- break;
- case -3:
- if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
- return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
- }
- break;
- case 4:
- if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
- return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
- }
- break;
- case -4:
- if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
- return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
- }
- break;
- }
- }
- #endif
- return PyLong_AsSsize_t(b);
- }
- x = PyNumber_Index(b);
- if (!x) return -1;
- ival = PyInt_AsSsize_t(x);
- Py_DECREF(x);
- return ival;
-}
-static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
- return PyInt_FromSize_t(ival);
-}
-
-
-#endif /* Py_PYTHON_H */
Code Review / ealt-edge.git / blobdiff