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npy_common.h
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npy_common.h
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#ifndef _NPY_COMMON_H_
#define _NPY_COMMON_H_
/* numpconfig.h is auto-generated */
#include "numpyconfig.h"
#ifdef HAVE_NPY_CONFIG_H
#include <npy_config.h>
#endif
/* need Python.h for npy_intp, npy_uintp */
#include <Python.h>
/*
* using static inline modifiers when defining npy_math functions
* allows the compiler to make optimizations when possible
*/
#if NPY_INTERNAL_BUILD
#ifndef NPY_INLINE_MATH
#define NPY_INLINE_MATH 1
#endif
#endif
/*
* gcc does not unroll even with -O3
* use with care, unrolling on modern cpus rarely speeds things up
*/
#ifdef HAVE_ATTRIBUTE_OPTIMIZE_UNROLL_LOOPS
#define NPY_GCC_UNROLL_LOOPS \
__attribute__((optimize("unroll-loops")))
#else
#define NPY_GCC_UNROLL_LOOPS
#endif
/* highest gcc optimization level, enabled autovectorizer */
#ifdef HAVE_ATTRIBUTE_OPTIMIZE_OPT_3
#define NPY_GCC_OPT_3 __attribute__((optimize("O3")))
#else
#define NPY_GCC_OPT_3
#endif
/* compile target attributes */
#if defined HAVE_ATTRIBUTE_TARGET_AVX && defined HAVE_LINK_AVX
#define NPY_GCC_TARGET_AVX __attribute__((target("avx")))
#else
#define NPY_GCC_TARGET_AVX
#endif
#if defined HAVE_ATTRIBUTE_TARGET_AVX2 && defined HAVE_LINK_AVX2
#define NPY_GCC_TARGET_AVX2 __attribute__((target("avx2")))
#else
#define NPY_GCC_TARGET_AVX2
#endif
/*
* mark an argument (starting from 1) that must not be NULL and is not checked
* DO NOT USE IF FUNCTION CHECKS FOR NULL!! the compiler will remove the check
*/
#ifdef HAVE_ATTRIBUTE_NONNULL
#define NPY_GCC_NONNULL(n) __attribute__((nonnull(n)))
#else
#define NPY_GCC_NONNULL(n)
#endif
#if defined HAVE_XMMINTRIN_H && defined HAVE__MM_LOAD_PS
#define NPY_HAVE_SSE_INTRINSICS
#endif
#if defined HAVE_EMMINTRIN_H && defined HAVE__MM_LOAD_PD
#define NPY_HAVE_SSE2_INTRINSICS
#endif
/*
* give a hint to the compiler which branch is more likely or unlikely
* to occur, e.g. rare error cases:
*
* if (NPY_UNLIKELY(failure == 0))
* return NULL;
*
* the double !! is to cast the expression (e.g. NULL) to a boolean required by
* the intrinsic
*/
#ifdef HAVE___BUILTIN_EXPECT
#define NPY_LIKELY(x) __builtin_expect(!!(x), 1)
#define NPY_UNLIKELY(x) __builtin_expect(!!(x), 0)
#else
#define NPY_LIKELY(x) (x)
#define NPY_UNLIKELY(x) (x)
#endif
#ifdef HAVE___BUILTIN_PREFETCH
/* unlike _mm_prefetch also works on non-x86 */
#define NPY_PREFETCH(x, rw, loc) __builtin_prefetch((x), (rw), (loc))
#else
#ifdef HAVE__MM_PREFETCH
/* _MM_HINT_ET[01] (rw = 1) unsupported, only available in gcc >= 4.9 */
#define NPY_PREFETCH(x, rw, loc) _mm_prefetch((x), loc == 0 ? _MM_HINT_NTA : \
(loc == 1 ? _MM_HINT_T2 : \
(loc == 2 ? _MM_HINT_T1 : \
(loc == 3 ? _MM_HINT_T0 : -1))))
#else
#define NPY_PREFETCH(x, rw,loc)
#endif
#endif
#if defined(_MSC_VER)
#define NPY_INLINE __inline
#elif defined(__GNUC__)
#if defined(__STRICT_ANSI__)
#define NPY_INLINE __inline__
#else
#define NPY_INLINE inline
#endif
#else
#define NPY_INLINE
#endif
#ifdef HAVE___THREAD
#define NPY_TLS __thread
#else
#ifdef HAVE___DECLSPEC_THREAD_
#define NPY_TLS __declspec(thread)
#else
#define NPY_TLS
#endif
#endif
#ifdef WITH_CPYCHECKER_RETURNS_BORROWED_REF_ATTRIBUTE
#define NPY_RETURNS_BORROWED_REF \
__attribute__((cpychecker_returns_borrowed_ref))
#else
#define NPY_RETURNS_BORROWED_REF
#endif
#ifdef WITH_CPYCHECKER_STEALS_REFERENCE_TO_ARG_ATTRIBUTE
#define NPY_STEALS_REF_TO_ARG(n) \
__attribute__((cpychecker_steals_reference_to_arg(n)))
#else
#define NPY_STEALS_REF_TO_ARG(n)
#endif
/* 64 bit file position support, also on win-amd64. Ticket #1660 */
#if defined(_MSC_VER) && defined(_WIN64) && (_MSC_VER > 1400) || \
defined(__MINGW32__) || defined(__MINGW64__)
#include <io.h>
/* mingw based on 3.4.5 has lseek but not ftell/fseek */
#if defined(__MINGW32__) || defined(__MINGW64__)
extern int __cdecl _fseeki64(FILE *, long long, int);
extern long long __cdecl _ftelli64(FILE *);
#endif
#define npy_fseek _fseeki64
#define npy_ftell _ftelli64
#define npy_lseek _lseeki64
#define npy_off_t npy_int64
#if NPY_SIZEOF_INT == 8
#define NPY_OFF_T_PYFMT "i"
#elif NPY_SIZEOF_LONG == 8
#define NPY_OFF_T_PYFMT "l"
#elif NPY_SIZEOF_LONGLONG == 8
#define NPY_OFF_T_PYFMT "L"
#else
#error Unsupported size for type off_t
#endif
#else
#ifdef HAVE_FSEEKO
#define npy_fseek fseeko
#else
#define npy_fseek fseek
#endif
#ifdef HAVE_FTELLO
#define npy_ftell ftello
#else
#define npy_ftell ftell
#endif
#include <sys/types.h>
#define npy_lseek lseek
#define npy_off_t off_t
#if NPY_SIZEOF_OFF_T == NPY_SIZEOF_SHORT
#define NPY_OFF_T_PYFMT "h"
#elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_INT
#define NPY_OFF_T_PYFMT "i"
#elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_LONG
#define NPY_OFF_T_PYFMT "l"
#elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_LONGLONG
#define NPY_OFF_T_PYFMT "L"
#else
#error Unsupported size for type off_t
#endif
#endif
/* enums for detected endianness */
enum {
NPY_CPU_UNKNOWN_ENDIAN,
NPY_CPU_LITTLE,
NPY_CPU_BIG
};
/*
* This is to typedef npy_intp to the appropriate pointer size for this
* platform. Py_intptr_t, Py_uintptr_t are defined in pyport.h.
*/
typedef Py_intptr_t npy_intp;
typedef Py_uintptr_t npy_uintp;
/*
* Define sizes that were not defined in numpyconfig.h.
*/
#define NPY_SIZEOF_CHAR 1
#define NPY_SIZEOF_BYTE 1
#define NPY_SIZEOF_DATETIME 8
#define NPY_SIZEOF_TIMEDELTA 8
#define NPY_SIZEOF_INTP NPY_SIZEOF_PY_INTPTR_T
#define NPY_SIZEOF_UINTP NPY_SIZEOF_PY_INTPTR_T
#define NPY_SIZEOF_HALF 2
#define NPY_SIZEOF_CFLOAT NPY_SIZEOF_COMPLEX_FLOAT
#define NPY_SIZEOF_CDOUBLE NPY_SIZEOF_COMPLEX_DOUBLE
#define NPY_SIZEOF_CLONGDOUBLE NPY_SIZEOF_COMPLEX_LONGDOUBLE
#ifdef constchar
#undef constchar
#endif
#define NPY_SSIZE_T_PYFMT "n"
#define constchar char
/* NPY_INTP_FMT Note:
* Unlike the other NPY_*_FMT macros which are used with
* PyOS_snprintf, NPY_INTP_FMT is used with PyErr_Format and
* PyString_Format. These functions use different formatting
* codes which are portably specified according to the Python
* documentation. See ticket #1795.
*/
#if NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_INT
#define NPY_INTP NPY_INT
#define NPY_UINTP NPY_UINT
#define PyIntpArrType_Type PyIntArrType_Type
#define PyUIntpArrType_Type PyUIntArrType_Type
#define NPY_MAX_INTP NPY_MAX_INT
#define NPY_MIN_INTP NPY_MIN_INT
#define NPY_MAX_UINTP NPY_MAX_UINT
#define NPY_INTP_FMT "d"
#elif NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_LONG
#define NPY_INTP NPY_LONG
#define NPY_UINTP NPY_ULONG
#define PyIntpArrType_Type PyLongArrType_Type
#define PyUIntpArrType_Type PyULongArrType_Type
#define NPY_MAX_INTP NPY_MAX_LONG
#define NPY_MIN_INTP NPY_MIN_LONG
#define NPY_MAX_UINTP NPY_MAX_ULONG
#define NPY_INTP_FMT "ld"
#elif defined(PY_LONG_LONG) && (NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_LONGLONG)
#define NPY_INTP NPY_LONGLONG
#define NPY_UINTP NPY_ULONGLONG
#define PyIntpArrType_Type PyLongLongArrType_Type
#define PyUIntpArrType_Type PyULongLongArrType_Type
#define NPY_MAX_INTP NPY_MAX_LONGLONG
#define NPY_MIN_INTP NPY_MIN_LONGLONG
#define NPY_MAX_UINTP NPY_MAX_ULONGLONG
#define NPY_INTP_FMT "lld"
#endif
/*
* We can only use C99 formats for npy_int_p if it is the same as
* intp_t, hence the condition on HAVE_UNITPTR_T
*/
#if (NPY_USE_C99_FORMATS) == 1 \
&& (defined HAVE_UINTPTR_T) \
&& (defined HAVE_INTTYPES_H)
#include <inttypes.h>
#undef NPY_INTP_FMT
#define NPY_INTP_FMT PRIdPTR
#endif
/*
* Some platforms don't define bool, long long, or long double.
* Handle that here.
*/
#define NPY_BYTE_FMT "hhd"
#define NPY_UBYTE_FMT "hhu"
#define NPY_SHORT_FMT "hd"
#define NPY_USHORT_FMT "hu"
#define NPY_INT_FMT "d"
#define NPY_UINT_FMT "u"
#define NPY_LONG_FMT "ld"
#define NPY_ULONG_FMT "lu"
#define NPY_HALF_FMT "g"
#define NPY_FLOAT_FMT "g"
#define NPY_DOUBLE_FMT "g"
#ifdef PY_LONG_LONG
typedef PY_LONG_LONG npy_longlong;
typedef unsigned PY_LONG_LONG npy_ulonglong;
# ifdef _MSC_VER
# define NPY_LONGLONG_FMT "I64d"
# define NPY_ULONGLONG_FMT "I64u"
# else
# define NPY_LONGLONG_FMT "lld"
# define NPY_ULONGLONG_FMT "llu"
# endif
# ifdef _MSC_VER
# define NPY_LONGLONG_SUFFIX(x) (x##i64)
# define NPY_ULONGLONG_SUFFIX(x) (x##Ui64)
# else
# define NPY_LONGLONG_SUFFIX(x) (x##LL)
# define NPY_ULONGLONG_SUFFIX(x) (x##ULL)
# endif
#else
typedef long npy_longlong;
typedef unsigned long npy_ulonglong;
# define NPY_LONGLONG_SUFFIX(x) (x##L)
# define NPY_ULONGLONG_SUFFIX(x) (x##UL)
#endif
typedef unsigned char npy_bool;
#define NPY_FALSE 0
#define NPY_TRUE 1
#if NPY_SIZEOF_LONGDOUBLE == NPY_SIZEOF_DOUBLE
typedef double npy_longdouble;
#define NPY_LONGDOUBLE_FMT "g"
#else
typedef long double npy_longdouble;
#define NPY_LONGDOUBLE_FMT "Lg"
#endif
#ifndef Py_USING_UNICODE
#error Must use Python with unicode enabled.
#endif
typedef signed char npy_byte;
typedef unsigned char npy_ubyte;
typedef unsigned short npy_ushort;
typedef unsigned int npy_uint;
typedef unsigned long npy_ulong;
/* These are for completeness */
typedef char npy_char;
typedef short npy_short;
typedef int npy_int;
typedef long npy_long;
typedef float npy_float;
typedef double npy_double;
/*
* Hash value compatibility.
* As of Python 3.2 hash values are of type Py_hash_t.
* Previous versions use C long.
*/
#if PY_VERSION_HEX < 0x03020000
typedef long npy_hash_t;
#define NPY_SIZEOF_HASH_T NPY_SIZEOF_LONG
#else
typedef Py_hash_t npy_hash_t;
#define NPY_SIZEOF_HASH_T NPY_SIZEOF_INTP
#endif
/*
* Disabling C99 complex usage: a lot of C code in numpy/scipy rely on being
* able to do .real/.imag. Will have to convert code first.
*/
#if 0
#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_DOUBLE)
typedef complex npy_cdouble;
#else
typedef struct { double real, imag; } npy_cdouble;
#endif
#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_FLOAT)
typedef complex float npy_cfloat;
#else
typedef struct { float real, imag; } npy_cfloat;
#endif
#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_LONG_DOUBLE)
typedef complex long double npy_clongdouble;
#else
typedef struct {npy_longdouble real, imag;} npy_clongdouble;
#endif
#endif
#if NPY_SIZEOF_COMPLEX_DOUBLE != 2 * NPY_SIZEOF_DOUBLE
#error npy_cdouble definition is not compatible with C99 complex definition ! \
Please contact NumPy maintainers and give detailed information about your \
compiler and platform
#endif
typedef struct { double real, imag; } npy_cdouble;
#if NPY_SIZEOF_COMPLEX_FLOAT != 2 * NPY_SIZEOF_FLOAT
#error npy_cfloat definition is not compatible with C99 complex definition ! \
Please contact NumPy maintainers and give detailed information about your \
compiler and platform
#endif
typedef struct { float real, imag; } npy_cfloat;
#if NPY_SIZEOF_COMPLEX_LONGDOUBLE != 2 * NPY_SIZEOF_LONGDOUBLE
#error npy_clongdouble definition is not compatible with C99 complex definition ! \
Please contact NumPy maintainers and give detailed information about your \
compiler and platform
#endif
typedef struct { npy_longdouble real, imag; } npy_clongdouble;
/*
* numarray-style bit-width typedefs
*/
#define NPY_MAX_INT8 127
#define NPY_MIN_INT8 -128
#define NPY_MAX_UINT8 255
#define NPY_MAX_INT16 32767
#define NPY_MIN_INT16 -32768
#define NPY_MAX_UINT16 65535
#define NPY_MAX_INT32 2147483647
#define NPY_MIN_INT32 (-NPY_MAX_INT32 - 1)
#define NPY_MAX_UINT32 4294967295U
#define NPY_MAX_INT64 NPY_LONGLONG_SUFFIX(9223372036854775807)
#define NPY_MIN_INT64 (-NPY_MAX_INT64 - NPY_LONGLONG_SUFFIX(1))
#define NPY_MAX_UINT64 NPY_ULONGLONG_SUFFIX(18446744073709551615)
#define NPY_MAX_INT128 NPY_LONGLONG_SUFFIX(85070591730234615865843651857942052864)
#define NPY_MIN_INT128 (-NPY_MAX_INT128 - NPY_LONGLONG_SUFFIX(1))
#define NPY_MAX_UINT128 NPY_ULONGLONG_SUFFIX(170141183460469231731687303715884105728)
#define NPY_MAX_INT256 NPY_LONGLONG_SUFFIX(57896044618658097711785492504343953926634992332820282019728792003956564819967)
#define NPY_MIN_INT256 (-NPY_MAX_INT256 - NPY_LONGLONG_SUFFIX(1))
#define NPY_MAX_UINT256 NPY_ULONGLONG_SUFFIX(115792089237316195423570985008687907853269984665640564039457584007913129639935)
#define NPY_MIN_DATETIME NPY_MIN_INT64
#define NPY_MAX_DATETIME NPY_MAX_INT64
#define NPY_MIN_TIMEDELTA NPY_MIN_INT64
#define NPY_MAX_TIMEDELTA NPY_MAX_INT64
/* Need to find the number of bits for each type and
make definitions accordingly.
C states that sizeof(char) == 1 by definition
So, just using the sizeof keyword won't help.
It also looks like Python itself uses sizeof(char) quite a
bit, which by definition should be 1 all the time.
Idea: Make Use of CHAR_BIT which should tell us how many
BITS per CHARACTER
*/
/* Include platform definitions -- These are in the C89/90 standard */
#include <limits.h>
#define NPY_MAX_BYTE SCHAR_MAX
#define NPY_MIN_BYTE SCHAR_MIN
#define NPY_MAX_UBYTE UCHAR_MAX
#define NPY_MAX_SHORT SHRT_MAX
#define NPY_MIN_SHORT SHRT_MIN
#define NPY_MAX_USHORT USHRT_MAX
#define NPY_MAX_INT INT_MAX
#ifndef INT_MIN
#define INT_MIN (-INT_MAX - 1)
#endif
#define NPY_MIN_INT INT_MIN
#define NPY_MAX_UINT UINT_MAX
#define NPY_MAX_LONG LONG_MAX
#define NPY_MIN_LONG LONG_MIN
#define NPY_MAX_ULONG ULONG_MAX
#define NPY_BITSOF_BOOL (sizeof(npy_bool) * CHAR_BIT)
#define NPY_BITSOF_CHAR CHAR_BIT
#define NPY_BITSOF_BYTE (NPY_SIZEOF_BYTE * CHAR_BIT)
#define NPY_BITSOF_SHORT (NPY_SIZEOF_SHORT * CHAR_BIT)
#define NPY_BITSOF_INT (NPY_SIZEOF_INT * CHAR_BIT)
#define NPY_BITSOF_LONG (NPY_SIZEOF_LONG * CHAR_BIT)
#define NPY_BITSOF_LONGLONG (NPY_SIZEOF_LONGLONG * CHAR_BIT)
#define NPY_BITSOF_INTP (NPY_SIZEOF_INTP * CHAR_BIT)
#define NPY_BITSOF_HALF (NPY_SIZEOF_HALF * CHAR_BIT)
#define NPY_BITSOF_FLOAT (NPY_SIZEOF_FLOAT * CHAR_BIT)
#define NPY_BITSOF_DOUBLE (NPY_SIZEOF_DOUBLE * CHAR_BIT)
#define NPY_BITSOF_LONGDOUBLE (NPY_SIZEOF_LONGDOUBLE * CHAR_BIT)
#define NPY_BITSOF_CFLOAT (NPY_SIZEOF_CFLOAT * CHAR_BIT)
#define NPY_BITSOF_CDOUBLE (NPY_SIZEOF_CDOUBLE * CHAR_BIT)
#define NPY_BITSOF_CLONGDOUBLE (NPY_SIZEOF_CLONGDOUBLE * CHAR_BIT)
#define NPY_BITSOF_DATETIME (NPY_SIZEOF_DATETIME * CHAR_BIT)
#define NPY_BITSOF_TIMEDELTA (NPY_SIZEOF_TIMEDELTA * CHAR_BIT)
#if NPY_BITSOF_LONG == 8
#define NPY_INT8 NPY_LONG
#define NPY_UINT8 NPY_ULONG
typedef long npy_int8;
typedef unsigned long npy_uint8;
#define PyInt8ScalarObject PyLongScalarObject
#define PyInt8ArrType_Type PyLongArrType_Type
#define PyUInt8ScalarObject PyULongScalarObject
#define PyUInt8ArrType_Type PyULongArrType_Type
#define NPY_INT8_FMT NPY_LONG_FMT
#define NPY_UINT8_FMT NPY_ULONG_FMT
#elif NPY_BITSOF_LONG == 16
#define NPY_INT16 NPY_LONG
#define NPY_UINT16 NPY_ULONG
typedef long npy_int16;
typedef unsigned long npy_uint16;
#define PyInt16ScalarObject PyLongScalarObject
#define PyInt16ArrType_Type PyLongArrType_Type
#define PyUInt16ScalarObject PyULongScalarObject
#define PyUInt16ArrType_Type PyULongArrType_Type
#define NPY_INT16_FMT NPY_LONG_FMT
#define NPY_UINT16_FMT NPY_ULONG_FMT
#elif NPY_BITSOF_LONG == 32
#define NPY_INT32 NPY_LONG
#define NPY_UINT32 NPY_ULONG
typedef long npy_int32;
typedef unsigned long npy_uint32;
typedef unsigned long npy_ucs4;
#define PyInt32ScalarObject PyLongScalarObject
#define PyInt32ArrType_Type PyLongArrType_Type
#define PyUInt32ScalarObject PyULongScalarObject
#define PyUInt32ArrType_Type PyULongArrType_Type
#define NPY_INT32_FMT NPY_LONG_FMT
#define NPY_UINT32_FMT NPY_ULONG_FMT
#elif NPY_BITSOF_LONG == 64
#define NPY_INT64 NPY_LONG
#define NPY_UINT64 NPY_ULONG
typedef long npy_int64;
typedef unsigned long npy_uint64;
#define PyInt64ScalarObject PyLongScalarObject
#define PyInt64ArrType_Type PyLongArrType_Type
#define PyUInt64ScalarObject PyULongScalarObject
#define PyUInt64ArrType_Type PyULongArrType_Type
#define NPY_INT64_FMT NPY_LONG_FMT
#define NPY_UINT64_FMT NPY_ULONG_FMT
#define MyPyLong_FromInt64 PyLong_FromLong
#define MyPyLong_AsInt64 PyLong_AsLong
#elif NPY_BITSOF_LONG == 128
#define NPY_INT128 NPY_LONG
#define NPY_UINT128 NPY_ULONG
typedef long npy_int128;
typedef unsigned long npy_uint128;
#define PyInt128ScalarObject PyLongScalarObject
#define PyInt128ArrType_Type PyLongArrType_Type
#define PyUInt128ScalarObject PyULongScalarObject
#define PyUInt128ArrType_Type PyULongArrType_Type
#define NPY_INT128_FMT NPY_LONG_FMT
#define NPY_UINT128_FMT NPY_ULONG_FMT
#endif
#if NPY_BITSOF_LONGLONG == 8
# ifndef NPY_INT8
# define NPY_INT8 NPY_LONGLONG
# define NPY_UINT8 NPY_ULONGLONG
typedef npy_longlong npy_int8;
typedef npy_ulonglong npy_uint8;
# define PyInt8ScalarObject PyLongLongScalarObject
# define PyInt8ArrType_Type PyLongLongArrType_Type
# define PyUInt8ScalarObject PyULongLongScalarObject
# define PyUInt8ArrType_Type PyULongLongArrType_Type
#define NPY_INT8_FMT NPY_LONGLONG_FMT
#define NPY_UINT8_FMT NPY_ULONGLONG_FMT
# endif
# define NPY_MAX_LONGLONG NPY_MAX_INT8
# define NPY_MIN_LONGLONG NPY_MIN_INT8
# define NPY_MAX_ULONGLONG NPY_MAX_UINT8
#elif NPY_BITSOF_LONGLONG == 16
# ifndef NPY_INT16
# define NPY_INT16 NPY_LONGLONG
# define NPY_UINT16 NPY_ULONGLONG
typedef npy_longlong npy_int16;
typedef npy_ulonglong npy_uint16;
# define PyInt16ScalarObject PyLongLongScalarObject
# define PyInt16ArrType_Type PyLongLongArrType_Type
# define PyUInt16ScalarObject PyULongLongScalarObject
# define PyUInt16ArrType_Type PyULongLongArrType_Type
#define NPY_INT16_FMT NPY_LONGLONG_FMT
#define NPY_UINT16_FMT NPY_ULONGLONG_FMT
# endif
# define NPY_MAX_LONGLONG NPY_MAX_INT16
# define NPY_MIN_LONGLONG NPY_MIN_INT16
# define NPY_MAX_ULONGLONG NPY_MAX_UINT16
#elif NPY_BITSOF_LONGLONG == 32
# ifndef NPY_INT32
# define NPY_INT32 NPY_LONGLONG
# define NPY_UINT32 NPY_ULONGLONG
typedef npy_longlong npy_int32;
typedef npy_ulonglong npy_uint32;
typedef npy_ulonglong npy_ucs4;
# define PyInt32ScalarObject PyLongLongScalarObject
# define PyInt32ArrType_Type PyLongLongArrType_Type
# define PyUInt32ScalarObject PyULongLongScalarObject
# define PyUInt32ArrType_Type PyULongLongArrType_Type
#define NPY_INT32_FMT NPY_LONGLONG_FMT
#define NPY_UINT32_FMT NPY_ULONGLONG_FMT
# endif
# define NPY_MAX_LONGLONG NPY_MAX_INT32
# define NPY_MIN_LONGLONG NPY_MIN_INT32
# define NPY_MAX_ULONGLONG NPY_MAX_UINT32
#elif NPY_BITSOF_LONGLONG == 64
# ifndef NPY_INT64
# define NPY_INT64 NPY_LONGLONG
# define NPY_UINT64 NPY_ULONGLONG
typedef npy_longlong npy_int64;
typedef npy_ulonglong npy_uint64;
# define PyInt64ScalarObject PyLongLongScalarObject
# define PyInt64ArrType_Type PyLongLongArrType_Type
# define PyUInt64ScalarObject PyULongLongScalarObject
# define PyUInt64ArrType_Type PyULongLongArrType_Type
#define NPY_INT64_FMT NPY_LONGLONG_FMT
#define NPY_UINT64_FMT NPY_ULONGLONG_FMT
# define MyPyLong_FromInt64 PyLong_FromLongLong
# define MyPyLong_AsInt64 PyLong_AsLongLong
# endif
# define NPY_MAX_LONGLONG NPY_MAX_INT64
# define NPY_MIN_LONGLONG NPY_MIN_INT64
# define NPY_MAX_ULONGLONG NPY_MAX_UINT64
#elif NPY_BITSOF_LONGLONG == 128
# ifndef NPY_INT128
# define NPY_INT128 NPY_LONGLONG
# define NPY_UINT128 NPY_ULONGLONG
typedef npy_longlong npy_int128;
typedef npy_ulonglong npy_uint128;
# define PyInt128ScalarObject PyLongLongScalarObject
# define PyInt128ArrType_Type PyLongLongArrType_Type
# define PyUInt128ScalarObject PyULongLongScalarObject
# define PyUInt128ArrType_Type PyULongLongArrType_Type
#define NPY_INT128_FMT NPY_LONGLONG_FMT
#define NPY_UINT128_FMT NPY_ULONGLONG_FMT
# endif
# define NPY_MAX_LONGLONG NPY_MAX_INT128
# define NPY_MIN_LONGLONG NPY_MIN_INT128
# define NPY_MAX_ULONGLONG NPY_MAX_UINT128
#elif NPY_BITSOF_LONGLONG == 256
# define NPY_INT256 NPY_LONGLONG
# define NPY_UINT256 NPY_ULONGLONG
typedef npy_longlong npy_int256;
typedef npy_ulonglong npy_uint256;
# define PyInt256ScalarObject PyLongLongScalarObject
# define PyInt256ArrType_Type PyLongLongArrType_Type
# define PyUInt256ScalarObject PyULongLongScalarObject
# define PyUInt256ArrType_Type PyULongLongArrType_Type
#define NPY_INT256_FMT NPY_LONGLONG_FMT
#define NPY_UINT256_FMT NPY_ULONGLONG_FMT
# define NPY_MAX_LONGLONG NPY_MAX_INT256
# define NPY_MIN_LONGLONG NPY_MIN_INT256
# define NPY_MAX_ULONGLONG NPY_MAX_UINT256
#endif
#if NPY_BITSOF_INT == 8
#ifndef NPY_INT8
#define NPY_INT8 NPY_INT
#define NPY_UINT8 NPY_UINT
typedef int npy_int8;
typedef unsigned int npy_uint8;
# define PyInt8ScalarObject PyIntScalarObject
# define PyInt8ArrType_Type PyIntArrType_Type
# define PyUInt8ScalarObject PyUIntScalarObject
# define PyUInt8ArrType_Type PyUIntArrType_Type
#define NPY_INT8_FMT NPY_INT_FMT
#define NPY_UINT8_FMT NPY_UINT_FMT
#endif
#elif NPY_BITSOF_INT == 16
#ifndef NPY_INT16
#define NPY_INT16 NPY_INT
#define NPY_UINT16 NPY_UINT
typedef int npy_int16;
typedef unsigned int npy_uint16;
# define PyInt16ScalarObject PyIntScalarObject
# define PyInt16ArrType_Type PyIntArrType_Type
# define PyUInt16ScalarObject PyIntUScalarObject
# define PyUInt16ArrType_Type PyIntUArrType_Type
#define NPY_INT16_FMT NPY_INT_FMT
#define NPY_UINT16_FMT NPY_UINT_FMT
#endif
#elif NPY_BITSOF_INT == 32
#ifndef NPY_INT32
#define NPY_INT32 NPY_INT
#define NPY_UINT32 NPY_UINT
typedef int npy_int32;
typedef unsigned int npy_uint32;
typedef unsigned int npy_ucs4;
# define PyInt32ScalarObject PyIntScalarObject
# define PyInt32ArrType_Type PyIntArrType_Type
# define PyUInt32ScalarObject PyUIntScalarObject
# define PyUInt32ArrType_Type PyUIntArrType_Type
#define NPY_INT32_FMT NPY_INT_FMT
#define NPY_UINT32_FMT NPY_UINT_FMT
#endif
#elif NPY_BITSOF_INT == 64
#ifndef NPY_INT64
#define NPY_INT64 NPY_INT
#define NPY_UINT64 NPY_UINT
typedef int npy_int64;
typedef unsigned int npy_uint64;
# define PyInt64ScalarObject PyIntScalarObject
# define PyInt64ArrType_Type PyIntArrType_Type
# define PyUInt64ScalarObject PyUIntScalarObject
# define PyUInt64ArrType_Type PyUIntArrType_Type
#define NPY_INT64_FMT NPY_INT_FMT
#define NPY_UINT64_FMT NPY_UINT_FMT
# define MyPyLong_FromInt64 PyLong_FromLong
# define MyPyLong_AsInt64 PyLong_AsLong
#endif
#elif NPY_BITSOF_INT == 128
#ifndef NPY_INT128
#define NPY_INT128 NPY_INT
#define NPY_UINT128 NPY_UINT
typedef int npy_int128;
typedef unsigned int npy_uint128;
# define PyInt128ScalarObject PyIntScalarObject
# define PyInt128ArrType_Type PyIntArrType_Type
# define PyUInt128ScalarObject PyUIntScalarObject
# define PyUInt128ArrType_Type PyUIntArrType_Type
#define NPY_INT128_FMT NPY_INT_FMT
#define NPY_UINT128_FMT NPY_UINT_FMT
#endif
#endif
#if NPY_BITSOF_SHORT == 8
#ifndef NPY_INT8
#define NPY_INT8 NPY_SHORT
#define NPY_UINT8 NPY_USHORT
typedef short npy_int8;
typedef unsigned short npy_uint8;
# define PyInt8ScalarObject PyShortScalarObject
# define PyInt8ArrType_Type PyShortArrType_Type
# define PyUInt8ScalarObject PyUShortScalarObject
# define PyUInt8ArrType_Type PyUShortArrType_Type
#define NPY_INT8_FMT NPY_SHORT_FMT
#define NPY_UINT8_FMT NPY_USHORT_FMT
#endif
#elif NPY_BITSOF_SHORT == 16
#ifndef NPY_INT16
#define NPY_INT16 NPY_SHORT
#define NPY_UINT16 NPY_USHORT
typedef short npy_int16;
typedef unsigned short npy_uint16;
# define PyInt16ScalarObject PyShortScalarObject
# define PyInt16ArrType_Type PyShortArrType_Type
# define PyUInt16ScalarObject PyUShortScalarObject
# define PyUInt16ArrType_Type PyUShortArrType_Type
#define NPY_INT16_FMT NPY_SHORT_FMT
#define NPY_UINT16_FMT NPY_USHORT_FMT
#endif
#elif NPY_BITSOF_SHORT == 32
#ifndef NPY_INT32
#define NPY_INT32 NPY_SHORT
#define NPY_UINT32 NPY_USHORT
typedef short npy_int32;
typedef unsigned short npy_uint32;
typedef unsigned short npy_ucs4;
# define PyInt32ScalarObject PyShortScalarObject
# define PyInt32ArrType_Type PyShortArrType_Type
# define PyUInt32ScalarObject PyUShortScalarObject
# define PyUInt32ArrType_Type PyUShortArrType_Type
#define NPY_INT32_FMT NPY_SHORT_FMT
#define NPY_UINT32_FMT NPY_USHORT_FMT
#endif
#elif NPY_BITSOF_SHORT == 64
#ifndef NPY_INT64
#define NPY_INT64 NPY_SHORT
#define NPY_UINT64 NPY_USHORT
typedef short npy_int64;
typedef unsigned short npy_uint64;
# define PyInt64ScalarObject PyShortScalarObject
# define PyInt64ArrType_Type PyShortArrType_Type
# define PyUInt64ScalarObject PyUShortScalarObject
# define PyUInt64ArrType_Type PyUShortArrType_Type
#define NPY_INT64_FMT NPY_SHORT_FMT
#define NPY_UINT64_FMT NPY_USHORT_FMT
# define MyPyLong_FromInt64 PyLong_FromLong
# define MyPyLong_AsInt64 PyLong_AsLong
#endif
#elif NPY_BITSOF_SHORT == 128
#ifndef NPY_INT128
#define NPY_INT128 NPY_SHORT
#define NPY_UINT128 NPY_USHORT
typedef short npy_int128;
typedef unsigned short npy_uint128;
# define PyInt128ScalarObject PyShortScalarObject
# define PyInt128ArrType_Type PyShortArrType_Type
# define PyUInt128ScalarObject PyUShortScalarObject
# define PyUInt128ArrType_Type PyUShortArrType_Type
#define NPY_INT128_FMT NPY_SHORT_FMT
#define NPY_UINT128_FMT NPY_USHORT_FMT
#endif
#endif
#if NPY_BITSOF_CHAR == 8
#ifndef NPY_INT8
#define NPY_INT8 NPY_BYTE
#define NPY_UINT8 NPY_UBYTE
typedef signed char npy_int8;
typedef unsigned char npy_uint8;
# define PyInt8ScalarObject PyByteScalarObject
# define PyInt8ArrType_Type PyByteArrType_Type
# define PyUInt8ScalarObject PyUByteScalarObject
# define PyUInt8ArrType_Type PyUByteArrType_Type
#define NPY_INT8_FMT NPY_BYTE_FMT
#define NPY_UINT8_FMT NPY_UBYTE_FMT
#endif
#elif NPY_BITSOF_CHAR == 16
#ifndef NPY_INT16
#define NPY_INT16 NPY_BYTE
#define NPY_UINT16 NPY_UBYTE
typedef signed char npy_int16;
typedef unsigned char npy_uint16;
# define PyInt16ScalarObject PyByteScalarObject
# define PyInt16ArrType_Type PyByteArrType_Type
# define PyUInt16ScalarObject PyUByteScalarObject
# define PyUInt16ArrType_Type PyUByteArrType_Type
#define NPY_INT16_FMT NPY_BYTE_FMT
#define NPY_UINT16_FMT NPY_UBYTE_FMT
#endif
#elif NPY_BITSOF_CHAR == 32
#ifndef NPY_INT32
#define NPY_INT32 NPY_BYTE
#define NPY_UINT32 NPY_UBYTE
typedef signed char npy_int32;
typedef unsigned char npy_uint32;
typedef unsigned char npy_ucs4;
# define PyInt32ScalarObject PyByteScalarObject
# define PyInt32ArrType_Type PyByteArrType_Type
# define PyUInt32ScalarObject PyUByteScalarObject
# define PyUInt32ArrType_Type PyUByteArrType_Type
#define NPY_INT32_FMT NPY_BYTE_FMT
#define NPY_UINT32_FMT NPY_UBYTE_FMT
#endif
#elif NPY_BITSOF_CHAR == 64
#ifndef NPY_INT64
#define NPY_INT64 NPY_BYTE
#define NPY_UINT64 NPY_UBYTE
typedef signed char npy_int64;
typedef unsigned char npy_uint64;
# define PyInt64ScalarObject PyByteScalarObject
# define PyInt64ArrType_Type PyByteArrType_Type
# define PyUInt64ScalarObject PyUByteScalarObject
# define PyUInt64ArrType_Type PyUByteArrType_Type
#define NPY_INT64_FMT NPY_BYTE_FMT
#define NPY_UINT64_FMT NPY_UBYTE_FMT
# define MyPyLong_FromInt64 PyLong_FromLong
# define MyPyLong_AsInt64 PyLong_AsLong
#endif
#elif NPY_BITSOF_CHAR == 128
#ifndef NPY_INT128
#define NPY_INT128 NPY_BYTE
#define NPY_UINT128 NPY_UBYTE
typedef signed char npy_int128;
typedef unsigned char npy_uint128;
# define PyInt128ScalarObject PyByteScalarObject
# define PyInt128ArrType_Type PyByteArrType_Type
# define PyUInt128ScalarObject PyUByteScalarObject
# define PyUInt128ArrType_Type PyUByteArrType_Type
#define NPY_INT128_FMT NPY_BYTE_FMT
#define NPY_UINT128_FMT NPY_UBYTE_FMT
#endif
#endif
#if NPY_BITSOF_DOUBLE == 32
#ifndef NPY_FLOAT32
#define NPY_FLOAT32 NPY_DOUBLE
#define NPY_COMPLEX64 NPY_CDOUBLE
typedef double npy_float32;
typedef npy_cdouble npy_complex64;
# define PyFloat32ScalarObject PyDoubleScalarObject
# define PyComplex64ScalarObject PyCDoubleScalarObject
# define PyFloat32ArrType_Type PyDoubleArrType_Type
# define PyComplex64ArrType_Type PyCDoubleArrType_Type
#define NPY_FLOAT32_FMT NPY_DOUBLE_FMT
#define NPY_COMPLEX64_FMT NPY_CDOUBLE_FMT
#endif
#elif NPY_BITSOF_DOUBLE == 64
#ifndef NPY_FLOAT64
#define NPY_FLOAT64 NPY_DOUBLE
#define NPY_COMPLEX128 NPY_CDOUBLE
typedef double npy_float64;
typedef npy_cdouble npy_complex128;
# define PyFloat64ScalarObject PyDoubleScalarObject
# define PyComplex128ScalarObject PyCDoubleScalarObject
# define PyFloat64ArrType_Type PyDoubleArrType_Type
# define PyComplex128ArrType_Type PyCDoubleArrType_Type
#define NPY_FLOAT64_FMT NPY_DOUBLE_FMT
#define NPY_COMPLEX128_FMT NPY_CDOUBLE_FMT
#endif
#elif NPY_BITSOF_DOUBLE == 80
#ifndef NPY_FLOAT80
#define NPY_FLOAT80 NPY_DOUBLE
#define NPY_COMPLEX160 NPY_CDOUBLE
typedef double npy_float80;
typedef npy_cdouble npy_complex160;
# define PyFloat80ScalarObject PyDoubleScalarObject
# define PyComplex160ScalarObject PyCDoubleScalarObject
# define PyFloat80ArrType_Type PyDoubleArrType_Type
# define PyComplex160ArrType_Type PyCDoubleArrType_Type
#define NPY_FLOAT80_FMT NPY_DOUBLE_FMT
#define NPY_COMPLEX160_FMT NPY_CDOUBLE_FMT
#endif
#elif NPY_BITSOF_DOUBLE == 96
#ifndef NPY_FLOAT96
#define NPY_FLOAT96 NPY_DOUBLE
#define NPY_COMPLEX192 NPY_CDOUBLE
typedef double npy_float96;
typedef npy_cdouble npy_complex192;
# define PyFloat96ScalarObject PyDoubleScalarObject
# define PyComplex192ScalarObject PyCDoubleScalarObject
# define PyFloat96ArrType_Type PyDoubleArrType_Type
# define PyComplex192ArrType_Type PyCDoubleArrType_Type
#define NPY_FLOAT96_FMT NPY_DOUBLE_FMT
#define NPY_COMPLEX192_FMT NPY_CDOUBLE_FMT
#endif
#elif NPY_BITSOF_DOUBLE == 128
#ifndef NPY_FLOAT128
#define NPY_FLOAT128 NPY_DOUBLE
#define NPY_COMPLEX256 NPY_CDOUBLE
typedef double npy_float128;
typedef npy_cdouble npy_complex256;
# define PyFloat128ScalarObject PyDoubleScalarObject
# define PyComplex256ScalarObject PyCDoubleScalarObject
# define PyFloat128ArrType_Type PyDoubleArrType_Type
# define PyComplex256ArrType_Type PyCDoubleArrType_Type
#define NPY_FLOAT128_FMT NPY_DOUBLE_FMT
#define NPY_COMPLEX256_FMT NPY_CDOUBLE_FMT
#endif
#endif
#if NPY_BITSOF_FLOAT == 32
#ifndef NPY_FLOAT32
#define NPY_FLOAT32 NPY_FLOAT
#define NPY_COMPLEX64 NPY_CFLOAT
typedef float npy_float32;
typedef npy_cfloat npy_complex64;
# define PyFloat32ScalarObject PyFloatScalarObject
# define PyComplex64ScalarObject PyCFloatScalarObject
# define PyFloat32ArrType_Type PyFloatArrType_Type
# define PyComplex64ArrType_Type PyCFloatArrType_Type
#define NPY_FLOAT32_FMT NPY_FLOAT_FMT
#define NPY_COMPLEX64_FMT NPY_CFLOAT_FMT
#endif
#elif NPY_BITSOF_FLOAT == 64
#ifndef NPY_FLOAT64
#define NPY_FLOAT64 NPY_FLOAT
#define NPY_COMPLEX128 NPY_CFLOAT
typedef float npy_float64;
typedef npy_cfloat npy_complex128;
# define PyFloat64ScalarObject PyFloatScalarObject
# define PyComplex128ScalarObject PyCFloatScalarObject
# define PyFloat64ArrType_Type PyFloatArrType_Type
# define PyComplex128ArrType_Type PyCFloatArrType_Type
#define NPY_FLOAT64_FMT NPY_FLOAT_FMT
#define NPY_COMPLEX128_FMT NPY_CFLOAT_FMT
#endif
#elif NPY_BITSOF_FLOAT == 80
#ifndef NPY_FLOAT80
#define NPY_FLOAT80 NPY_FLOAT
#define NPY_COMPLEX160 NPY_CFLOAT
typedef float npy_float80;
typedef npy_cfloat npy_complex160;
# define PyFloat80ScalarObject PyFloatScalarObject
# define PyComplex160ScalarObject PyCFloatScalarObject
# define PyFloat80ArrType_Type PyFloatArrType_Type
# define PyComplex160ArrType_Type PyCFloatArrType_Type
#define NPY_FLOAT80_FMT NPY_FLOAT_FMT
#define NPY_COMPLEX160_FMT NPY_CFLOAT_FMT
#endif
#elif NPY_BITSOF_FLOAT == 96
#ifndef NPY_FLOAT96
#define NPY_FLOAT96 NPY_FLOAT
#define NPY_COMPLEX192 NPY_CFLOAT
typedef float npy_float96;
typedef npy_cfloat npy_complex192;
# define PyFloat96ScalarObject PyFloatScalarObject
# define PyComplex192ScalarObject PyCFloatScalarObject
# define PyFloat96ArrType_Type PyFloatArrType_Type
# define PyComplex192ArrType_Type PyCFloatArrType_Type
#define NPY_FLOAT96_FMT NPY_FLOAT_FMT
#define NPY_COMPLEX192_FMT NPY_CFLOAT_FMT
#endif
#elif NPY_BITSOF_FLOAT == 128
#ifndef NPY_FLOAT128
#define NPY_FLOAT128 NPY_FLOAT
#define NPY_COMPLEX256 NPY_CFLOAT
typedef float npy_float128;
typedef npy_cfloat npy_complex256;
# define PyFloat128ScalarObject PyFloatScalarObject
# define PyComplex256ScalarObject PyCFloatScalarObject
# define PyFloat128ArrType_Type PyFloatArrType_Type
# define PyComplex256ArrType_Type PyCFloatArrType_Type
#define NPY_FLOAT128_FMT NPY_FLOAT_FMT
#define NPY_COMPLEX256_FMT NPY_CFLOAT_FMT
#endif
#endif
/* half/float16 isn't a floating-point type in C */
#define NPY_FLOAT16 NPY_HALF
typedef npy_uint16 npy_half;
typedef npy_half npy_float16;
#if NPY_BITSOF_LONGDOUBLE == 32
#ifndef NPY_FLOAT32
#define NPY_FLOAT32 NPY_LONGDOUBLE
#define NPY_COMPLEX64 NPY_CLONGDOUBLE