--- /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__pycocotools___mask
+#define __PYX_HAVE_API__pycocotools___mask
+#include <string.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include "numpy/arrayobject.h"
+#include "numpy/ufuncobject.h"
+#include "maskApi.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[] = {
+ "pycocotools/_mask.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 ---*/
+struct __pyx_obj_11pycocotools_5_mask_RLEs;
+struct __pyx_obj_11pycocotools_5_mask_Masks;
+
+/* "../../../../../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;
+
+/* "pycocotools/_mask.pyx":56
+ * # python class to wrap RLE array in C
+ * # the class handles the memory allocation and deallocation
+ * cdef class RLEs: # <<<<<<<<<<<<<<
+ * cdef RLE *_R
+ * cdef siz _n
+ */
+struct __pyx_obj_11pycocotools_5_mask_RLEs {
+ PyObject_HEAD
+ RLE *_R;
+ siz _n;
+};
+
+
+/* "pycocotools/_mask.pyx":77
+ * # python class to wrap Mask array in C
+ * # the class handles the memory allocation and deallocation
+ * cdef class Masks: # <<<<<<<<<<<<<<
+ * cdef byte *_mask
+ * cdef siz _h
+ */
+struct __pyx_obj_11pycocotools_5_mask_Masks {
+ PyObject_HEAD
+ byte *_mask;
+ siz _h;
+ siz _w;
+ siz _n;
+};
+
+
+/* --- 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);
+
+/* 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);
+
+/* 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);
+
+/* IncludeStringH.proto */
+#include <string.h>
+
+/* BytesEquals.proto */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* UnicodeEquals.proto */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* StrEquals.proto */
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
+#else
+#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
+#endif
+
+/* 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
+
+/* 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);
+
+/* ExtTypeTest.proto */
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);
+
+/* ArgTypeTest.proto */
+static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
+ const char *name, int exact);
+
+/* 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
+
+/* 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
+
+/* PyIntBinop.proto */
+#if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
+#else
+#define __Pyx_PyInt_EqObjC(op1, op2, intval, inplace)\
+ PyObject_RichCompare(op1, op2, Py_EQ)
+ #endif
+
+/* GetModuleGlobalName.proto */
+static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);
+
+/* 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
+
+/* PyObjectCallMethO.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
+#endif
+
+/* PyObjectCallOneArg.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
+
+/* GetItemInt.proto */
+#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+ __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
+ (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
+ __Pyx_GetItemInt_Generic(o, to_py_func(i))))
+#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+ __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+ (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+ int wraparound, int boundscheck);
+#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+ __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+ (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+ int wraparound, int boundscheck);
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
+ int is_list, int wraparound, int boundscheck);
+
+/* 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
+
+/* ListCompAppend.proto */
+#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
+static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
+ PyListObject* L = (PyListObject*) list;
+ Py_ssize_t len = Py_SIZE(list);
+ if (likely(L->allocated > len)) {
+ Py_INCREF(x);
+ PyList_SET_ITEM(list, len, x);
+ Py_SIZE(list) = len+1;
+ return 0;
+ }
+ return PyList_Append(list, x);
+}
+#else
+#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
+#endif
+
+/* FetchCommonType.proto */
+static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
+
+/* CythonFunction.proto */
+#define __Pyx_CyFunction_USED 1
+#include <structmember.h>
+#define __Pyx_CYFUNCTION_STATICMETHOD 0x01
+#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02
+#define __Pyx_CYFUNCTION_CCLASS 0x04
+#define __Pyx_CyFunction_GetClosure(f)\
+ (((__pyx_CyFunctionObject *) (f))->func_closure)
+#define __Pyx_CyFunction_GetClassObj(f)\
+ (((__pyx_CyFunctionObject *) (f))->func_classobj)
+#define __Pyx_CyFunction_Defaults(type, f)\
+ ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
+#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
+ ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
+typedef struct {
+ PyCFunctionObject func;
+#if PY_VERSION_HEX < 0x030500A0
+ PyObject *func_weakreflist;
+#endif
+ PyObject *func_dict;
+ PyObject *func_name;
+ PyObject *func_qualname;
+ PyObject *func_doc;
+ PyObject *func_globals;
+ PyObject *func_code;
+ PyObject *func_closure;
+ PyObject *func_classobj;
+ void *defaults;
+ int defaults_pyobjects;
+ int flags;
+ PyObject *defaults_tuple;
+ PyObject *defaults_kwdict;
+ PyObject *(*defaults_getter)(PyObject *);
+ PyObject *func_annotations;
+} __pyx_CyFunctionObject;
+static PyTypeObject *__pyx_CyFunctionType = 0;
+#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, globals, code)\
+ __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, globals, code)
+static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml,
+ int flags, PyObject* qualname,
+ PyObject *self,
+ PyObject *module, PyObject *globals,
+ PyObject* code);
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
+ size_t size,
+ int pyobjects);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
+ PyObject *tuple);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
+ PyObject *dict);
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
+ PyObject *dict);
+static int __pyx_CyFunction_init(void);
+
+/* BufferFallbackError.proto */
+static void __Pyx_RaiseBufferFallbackError(void);
+
+/* None.proto */
+static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t);
+
+/* BufferIndexError.proto */
+static void __Pyx_RaiseBufferIndexError(int axis);
+
+#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
+/* PySequenceContains.proto */
+static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
+ int result = PySequence_Contains(seq, item);
+ return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
+}
+
+/* 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_long(long value);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_siz(siz value);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t 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_int(int value);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE siz __Pyx_PyInt_As_siz(PyObject *);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *);
+
+/* 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*/
+static CYTHON_INLINE int __pyx_f_5numpy_import_array(void); /*proto*/
+
+/* Module declarations from 'pycocotools._mask' */
+static PyTypeObject *__pyx_ptype_11pycocotools_5_mask_RLEs = 0;
+static PyTypeObject *__pyx_ptype_11pycocotools_5_mask_Masks = 0;
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t = { "uint8_t", NULL, sizeof(__pyx_t_5numpy_uint8_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_uint8_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_uint8_t), 0 };
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_double_t = { "double_t", NULL, sizeof(__pyx_t_5numpy_double_t), { 0 }, 0, 'R', 0, 0 };
+static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_uint32_t = { "uint32_t", NULL, sizeof(__pyx_t_5numpy_uint32_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_uint32_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_uint32_t), 0 };
+#define __Pyx_MODULE_NAME "pycocotools._mask"
+int __pyx_module_is_main_pycocotools___mask = 0;
+
+/* Implementation of 'pycocotools._mask' */
+static PyObject *__pyx_builtin_range;
+static PyObject *__pyx_builtin_AttributeError;
+static PyObject *__pyx_builtin_enumerate;
+static PyObject *__pyx_builtin_ValueError;
+static PyObject *__pyx_builtin_RuntimeError;
+static PyObject *__pyx_builtin_ImportError;
+static const char __pyx_k_F[] = "F";
+static const char __pyx_k_N[] = "N";
+static const char __pyx_k_R[] = "R";
+static const char __pyx_k_a[] = "_a";
+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_m[] = "m";
+static const char __pyx_k_n[] = "n";
+static const char __pyx_k_p[] = "p";
+static const char __pyx_k_w[] = "w";
+static const char __pyx_k_Rs[] = "Rs";
+static const char __pyx_k_bb[] = "bb";
+static const char __pyx_k_dt[] = "dt";
+static const char __pyx_k_gt[] = "gt";
+static const char __pyx_k_np[] = "np";
+static const char __pyx_k_a_2[] = "a";
+static const char __pyx_k_all[] = "all";
+static const char __pyx_k_iou[] = "_iou";
+static const char __pyx_k_len[] = "_len";
+static const char __pyx_k_obj[] = "obj";
+static const char __pyx_k_sys[] = "sys";
+static const char __pyx_k_area[] = "area";
+static const char __pyx_k_bb_2[] = "_bb";
+static const char __pyx_k_cnts[] = "cnts";
+static const char __pyx_k_data[] = "data";
+static const char __pyx_k_main[] = "__main__";
+static const char __pyx_k_mask[] = "mask";
+static const char __pyx_k_objs[] = "objs";
+static const char __pyx_k_poly[] = "poly";
+static const char __pyx_k_size[] = "size";
+static const char __pyx_k_test[] = "__test__";
+static const char __pyx_k_utf8[] = "utf8";
+static const char __pyx_k_array[] = "array";
+static const char __pyx_k_bbIou[] = "_bbIou";
+static const char __pyx_k_dtype[] = "dtype";
+static const char __pyx_k_iou_2[] = "iou";
+static const char __pyx_k_isbox[] = "isbox";
+static const char __pyx_k_isrle[] = "isrle";
+static const char __pyx_k_masks[] = "masks";
+static const char __pyx_k_merge[] = "merge";
+static const char __pyx_k_numpy[] = "numpy";
+static const char __pyx_k_order[] = "order";
+static const char __pyx_k_pyobj[] = "pyobj";
+static const char __pyx_k_range[] = "range";
+static const char __pyx_k_shape[] = "shape";
+static const char __pyx_k_uint8[] = "uint8";
+static const char __pyx_k_zeros[] = "zeros";
+static const char __pyx_k_astype[] = "astype";
+static const char __pyx_k_author[] = "__author__";
+static const char __pyx_k_counts[] = "counts";
+static const char __pyx_k_decode[] = "decode";
+static const char __pyx_k_double[] = "double";
+static const char __pyx_k_encode[] = "encode";
+static const char __pyx_k_frBbox[] = "frBbox";
+static const char __pyx_k_frPoly[] = "frPoly";
+static const char __pyx_k_import[] = "__import__";
+static const char __pyx_k_iouFun[] = "_iouFun";
+static const char __pyx_k_rleIou[] = "_rleIou";
+static const char __pyx_k_toBbox[] = "toBbox";
+static const char __pyx_k_ucRles[] = "ucRles";
+static const char __pyx_k_uint32[] = "uint32";
+static const char __pyx_k_iscrowd[] = "iscrowd";
+static const char __pyx_k_np_poly[] = "np_poly";
+static const char __pyx_k_preproc[] = "_preproc";
+static const char __pyx_k_reshape[] = "reshape";
+static const char __pyx_k_rleObjs[] = "rleObjs";
+static const char __pyx_k_tsungyi[] = "tsungyi";
+static const char __pyx_k_c_string[] = "c_string";
+static const char __pyx_k_frString[] = "_frString";
+static const char __pyx_k_toString[] = "_toString";
+static const char __pyx_k_enumerate[] = "enumerate";
+static const char __pyx_k_intersect[] = "intersect";
+static const char __pyx_k_py_string[] = "py_string";
+static const char __pyx_k_pyiscrowd[] = "pyiscrowd";
+static const char __pyx_k_ValueError[] = "ValueError";
+static const char __pyx_k_ImportError[] = "ImportError";
+static const char __pyx_k_frPyObjects[] = "frPyObjects";
+static const char __pyx_k_RuntimeError[] = "RuntimeError";
+static const char __pyx_k_version_info[] = "version_info";
+static const char __pyx_k_AttributeError[] = "AttributeError";
+static const char __pyx_k_PYTHON_VERSION[] = "PYTHON_VERSION";
+static const char __pyx_k_iou_locals__len[] = "iou.<locals>._len";
+static const char __pyx_k_frUncompressedRLE[] = "frUncompressedRLE";
+static const char __pyx_k_iou_locals__bbIou[] = "iou.<locals>._bbIou";
+static const char __pyx_k_pycocotools__mask[] = "pycocotools._mask";
+static const char __pyx_k_iou_locals__rleIou[] = "iou.<locals>._rleIou";
+static const char __pyx_k_iou_locals__preproc[] = "iou.<locals>._preproc";
+static const char __pyx_k_input_data_type_not_allowed[] = "input data type not allowed.";
+static const char __pyx_k_input_type_is_not_supported[] = "input type is not supported.";
+static const char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
+static const char __pyx_k_Python_version_must_be_2_or_3[] = "Python version must be 2 or 3";
+static const char __pyx_k_home_yjr_PycharmProjects_Faster[] = "/home/yjr/PycharmProjects/Faster-RCNN_TF/data/lib_coco/PythonAPI/pycocotools/_mask.pyx";
+static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
+static const char __pyx_k_numpy_ndarray_input_is_only_for[] = "numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension";
+static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
+static const char __pyx_k_unrecognized_type_The_following[] = "unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.";
+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_The_dt_and_gt_should_have_the_sa[] = "The dt and gt should have the same data type, either RLEs, list or np.ndarray";
+static const char __pyx_k_list_input_can_be_bounding_box_N[] = "list input can be bounding box (Nx4) or RLEs ([RLE])";
+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_n_s_AttributeError;
+static PyObject *__pyx_n_s_F;
+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_n_s_N;
+static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
+static PyObject *__pyx_n_s_PYTHON_VERSION;
+static PyObject *__pyx_kp_s_Python_version_must_be_2_or_3;
+static PyObject *__pyx_n_s_R;
+static PyObject *__pyx_n_s_Rs;
+static PyObject *__pyx_n_s_RuntimeError;
+static PyObject *__pyx_kp_s_The_dt_and_gt_should_have_the_sa;
+static PyObject *__pyx_n_s_ValueError;
+static PyObject *__pyx_n_s_a;
+static PyObject *__pyx_n_s_a_2;
+static PyObject *__pyx_n_s_all;
+static PyObject *__pyx_n_s_area;
+static PyObject *__pyx_n_s_array;
+static PyObject *__pyx_n_s_astype;
+static PyObject *__pyx_n_s_author;
+static PyObject *__pyx_n_s_bb;
+static PyObject *__pyx_n_s_bbIou;
+static PyObject *__pyx_n_s_bb_2;
+static PyObject *__pyx_n_s_c_string;
+static PyObject *__pyx_n_s_cnts;
+static PyObject *__pyx_n_s_counts;
+static PyObject *__pyx_n_s_data;
+static PyObject *__pyx_n_s_decode;
+static PyObject *__pyx_n_s_double;
+static PyObject *__pyx_n_s_dt;
+static PyObject *__pyx_n_s_dtype;
+static PyObject *__pyx_n_s_encode;
+static PyObject *__pyx_n_s_enumerate;
+static PyObject *__pyx_n_s_frBbox;
+static PyObject *__pyx_n_s_frPoly;
+static PyObject *__pyx_n_s_frPyObjects;
+static PyObject *__pyx_n_s_frString;
+static PyObject *__pyx_n_s_frUncompressedRLE;
+static PyObject *__pyx_n_s_gt;
+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_import;
+static PyObject *__pyx_kp_s_input_data_type_not_allowed;
+static PyObject *__pyx_kp_s_input_type_is_not_supported;
+static PyObject *__pyx_n_s_intersect;
+static PyObject *__pyx_n_s_iou;
+static PyObject *__pyx_n_s_iouFun;
+static PyObject *__pyx_n_s_iou_2;
+static PyObject *__pyx_n_s_iou_locals__bbIou;
+static PyObject *__pyx_n_s_iou_locals__len;
+static PyObject *__pyx_n_s_iou_locals__preproc;
+static PyObject *__pyx_n_s_iou_locals__rleIou;
+static PyObject *__pyx_n_s_isbox;
+static PyObject *__pyx_n_s_iscrowd;
+static PyObject *__pyx_n_s_isrle;
+static PyObject *__pyx_n_s_j;
+static PyObject *__pyx_n_s_len;
+static PyObject *__pyx_kp_s_list_input_can_be_bounding_box_N;
+static PyObject *__pyx_n_s_m;
+static PyObject *__pyx_n_s_main;
+static PyObject *__pyx_n_s_mask;
+static PyObject *__pyx_n_s_masks;
+static PyObject *__pyx_n_s_merge;
+static PyObject *__pyx_n_s_n;
+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_np;
+static PyObject *__pyx_n_s_np_poly;
+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_kp_s_numpy_ndarray_input_is_only_for;
+static PyObject *__pyx_n_s_obj;
+static PyObject *__pyx_n_s_objs;
+static PyObject *__pyx_n_s_order;
+static PyObject *__pyx_n_s_p;
+static PyObject *__pyx_n_s_poly;
+static PyObject *__pyx_n_s_preproc;
+static PyObject *__pyx_n_s_py_string;
+static PyObject *__pyx_n_s_pycocotools__mask;
+static PyObject *__pyx_n_s_pyiscrowd;
+static PyObject *__pyx_n_s_pyobj;
+static PyObject *__pyx_n_s_range;
+static PyObject *__pyx_n_s_reshape;
+static PyObject *__pyx_n_s_rleIou;
+static PyObject *__pyx_n_s_rleObjs;
+static PyObject *__pyx_n_s_shape;
+static PyObject *__pyx_n_s_size;
+static PyObject *__pyx_n_s_sys;
+static PyObject *__pyx_n_s_test;
+static PyObject *__pyx_n_s_toBbox;
+static PyObject *__pyx_n_s_toString;
+static PyObject *__pyx_n_s_tsungyi;
+static PyObject *__pyx_n_s_ucRles;
+static PyObject *__pyx_n_s_uint32;
+static PyObject *__pyx_n_s_uint8;
+static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd;
+static PyObject *__pyx_kp_s_unrecognized_type_The_following;
+static PyObject *__pyx_n_s_utf8;
+static PyObject *__pyx_n_s_version_info;
+static PyObject *__pyx_n_s_w;
+static PyObject *__pyx_n_s_zeros;
+static int __pyx_pf_11pycocotools_5_mask_4RLEs___cinit__(struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_self, siz __pyx_v_n); /* proto */
+static void __pyx_pf_11pycocotools_5_mask_4RLEs_2__dealloc__(struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_4RLEs_4__getattr__(struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_self, PyObject *__pyx_v_key); /* proto */
+static int __pyx_pf_11pycocotools_5_mask_5Masks___cinit__(struct __pyx_obj_11pycocotools_5_mask_Masks *__pyx_v_self, PyObject *__pyx_v_h, PyObject *__pyx_v_w, PyObject *__pyx_v_n); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_5Masks_2__array__(struct __pyx_obj_11pycocotools_5_mask_Masks *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask__toString(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_2_frString(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_4encode(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_6decode(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_8merge(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs, PyObject *__pyx_v_intersect); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_10area(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou__preproc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_objs); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou_2_rleIou(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_dt, struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_gt, PyArrayObject *__pyx_v_iscrowd, siz __pyx_v_m, siz __pyx_v_n, PyArrayObject *__pyx_v__iou); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou_4_bbIou(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dt, PyArrayObject *__pyx_v_gt, PyArrayObject *__pyx_v_iscrowd, siz __pyx_v_m, siz __pyx_v_n, PyArrayObject *__pyx_v__iou); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou_6_len(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_12iou(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dt, PyObject *__pyx_v_gt, PyObject *__pyx_v_pyiscrowd); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_14toBbox(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_16frBbox(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_bb, siz __pyx_v_h, siz __pyx_v_w); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_18frPoly(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_poly, siz __pyx_v_h, siz __pyx_v_w); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_20frUncompressedRLE(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ucRles, CYTHON_UNUSED siz __pyx_v_h, CYTHON_UNUSED siz __pyx_v_w); /* proto */
+static PyObject *__pyx_pf_11pycocotools_5_mask_22frPyObjects(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_pyobj, PyObject *__pyx_v_h, PyObject *__pyx_v_w); /* 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_tp_new_11pycocotools_5_mask_RLEs(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
+static PyObject *__pyx_tp_new_11pycocotools_5_mask_Masks(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
+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_tuple_;
+static PyObject *__pyx_tuple__2;
+static PyObject *__pyx_tuple__3;
+static PyObject *__pyx_tuple__4;
+static PyObject *__pyx_tuple__5;
+static PyObject *__pyx_tuple__6;
+static PyObject *__pyx_tuple__7;
+static PyObject *__pyx_tuple__9;
+static PyObject *__pyx_tuple__11;
+static PyObject *__pyx_tuple__13;
+static PyObject *__pyx_tuple__15;
+static PyObject *__pyx_tuple__16;
+static PyObject *__pyx_tuple__17;
+static PyObject *__pyx_tuple__18;
+static PyObject *__pyx_tuple__19;
+static PyObject *__pyx_tuple__20;
+static PyObject *__pyx_tuple__21;
+static PyObject *__pyx_tuple__22;
+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__30;
+static PyObject *__pyx_tuple__32;
+static PyObject *__pyx_tuple__34;
+static PyObject *__pyx_tuple__36;
+static PyObject *__pyx_tuple__38;
+static PyObject *__pyx_tuple__40;
+static PyObject *__pyx_tuple__42;
+static PyObject *__pyx_tuple__44;
+static PyObject *__pyx_tuple__46;
+static PyObject *__pyx_tuple__48;
+static PyObject *__pyx_tuple__50;
+static PyObject *__pyx_codeobj__8;
+static PyObject *__pyx_codeobj__10;
+static PyObject *__pyx_codeobj__12;
+static PyObject *__pyx_codeobj__14;
+static PyObject *__pyx_codeobj__29;
+static PyObject *__pyx_codeobj__31;
+static PyObject *__pyx_codeobj__33;
+static PyObject *__pyx_codeobj__35;
+static PyObject *__pyx_codeobj__37;
+static PyObject *__pyx_codeobj__39;
+static PyObject *__pyx_codeobj__41;
+static PyObject *__pyx_codeobj__43;
+static PyObject *__pyx_codeobj__45;
+static PyObject *__pyx_codeobj__47;
+static PyObject *__pyx_codeobj__49;
+static PyObject *__pyx_codeobj__51;
+
+/* "pycocotools/_mask.pyx":60
+ * cdef siz _n
+ *
+ * def __cinit__(self, siz n =0): # <<<<<<<<<<<<<<
+ * rlesInit(&self._R, n)
+ * self._n = n
+ */
+
+/* Python wrapper */
+static int __pyx_pw_11pycocotools_5_mask_4RLEs_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_11pycocotools_5_mask_4RLEs_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ siz __pyx_v_n;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_n,0};
+ PyObject* values[1] = {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 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 (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_n);
+ if (value) { values[0] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) __PYX_ERR(0, 60, __pyx_L3_error)
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ case 0: break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ if (values[0]) {
+ __pyx_v_n = __Pyx_PyInt_As_siz(values[0]); if (unlikely((__pyx_v_n == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 60, __pyx_L3_error)
+ } else {
+ __pyx_v_n = ((siz)0);
+ }
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 60, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.RLEs.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_4RLEs___cinit__(((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_v_self), __pyx_v_n);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_11pycocotools_5_mask_4RLEs___cinit__(struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_self, siz __pyx_v_n) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "pycocotools/_mask.pyx":61
+ *
+ * def __cinit__(self, siz n =0):
+ * rlesInit(&self._R, n) # <<<<<<<<<<<<<<
+ * self._n = n
+ *
+ */
+ rlesInit((&__pyx_v_self->_R), __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":62
+ * def __cinit__(self, siz n =0):
+ * rlesInit(&self._R, n)
+ * self._n = n # <<<<<<<<<<<<<<
+ *
+ * # free the RLE array here
+ */
+ __pyx_v_self->_n = __pyx_v_n;
+
+ /* "pycocotools/_mask.pyx":60
+ * cdef siz _n
+ *
+ * def __cinit__(self, siz n =0): # <<<<<<<<<<<<<<
+ * rlesInit(&self._R, n)
+ * self._n = n
+ */
+
+ /* function exit code */
+ __pyx_r = 0;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":65
+ *
+ * # free the RLE array here
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * if self._R is not NULL:
+ * for i in range(self._n):
+ */
+
+/* Python wrapper */
+static void __pyx_pw_11pycocotools_5_mask_4RLEs_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
+static void __pyx_pw_11pycocotools_5_mask_4RLEs_3__dealloc__(PyObject *__pyx_v_self) {
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
+ __pyx_pf_11pycocotools_5_mask_4RLEs_2__dealloc__(((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_v_self));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+}
+
+static void __pyx_pf_11pycocotools_5_mask_4RLEs_2__dealloc__(struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_self) {
+ siz __pyx_v_i;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ siz __pyx_t_2;
+ siz __pyx_t_3;
+ __Pyx_RefNannySetupContext("__dealloc__", 0);
+
+ /* "pycocotools/_mask.pyx":66
+ * # free the RLE array here
+ * def __dealloc__(self):
+ * if self._R is not NULL: # <<<<<<<<<<<<<<
+ * for i in range(self._n):
+ * free(self._R[i].cnts)
+ */
+ __pyx_t_1 = ((__pyx_v_self->_R != NULL) != 0);
+ if (__pyx_t_1) {
+
+ /* "pycocotools/_mask.pyx":67
+ * def __dealloc__(self):
+ * if self._R is not NULL:
+ * for i in range(self._n): # <<<<<<<<<<<<<<
+ * free(self._R[i].cnts)
+ * free(self._R)
+ */
+ __pyx_t_2 = __pyx_v_self->_n;
+ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
+ __pyx_v_i = __pyx_t_3;
+
+ /* "pycocotools/_mask.pyx":68
+ * if self._R is not NULL:
+ * for i in range(self._n):
+ * free(self._R[i].cnts) # <<<<<<<<<<<<<<
+ * free(self._R)
+ * def __getattr__(self, key):
+ */
+ free((__pyx_v_self->_R[__pyx_v_i]).cnts);
+ }
+
+ /* "pycocotools/_mask.pyx":69
+ * for i in range(self._n):
+ * free(self._R[i].cnts)
+ * free(self._R) # <<<<<<<<<<<<<<
+ * def __getattr__(self, key):
+ * if key == 'n':
+ */
+ free(__pyx_v_self->_R);
+
+ /* "pycocotools/_mask.pyx":66
+ * # free the RLE array here
+ * def __dealloc__(self):
+ * if self._R is not NULL: # <<<<<<<<<<<<<<
+ * for i in range(self._n):
+ * free(self._R[i].cnts)
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":65
+ *
+ * # free the RLE array here
+ * def __dealloc__(self): # <<<<<<<<<<<<<<
+ * if self._R is not NULL:
+ * for i in range(self._n):
+ */
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+}
+
+/* "pycocotools/_mask.pyx":70
+ * free(self._R[i].cnts)
+ * free(self._R)
+ * def __getattr__(self, key): # <<<<<<<<<<<<<<
+ * if key == 'n':
+ * return self._n
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_4RLEs_5__getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_key); /*proto*/
+static PyObject *__pyx_pw_11pycocotools_5_mask_4RLEs_5__getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_key) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__getattr__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_4RLEs_4__getattr__(((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_v_self), ((PyObject *)__pyx_v_key));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_4RLEs_4__getattr__(struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_self, PyObject *__pyx_v_key) {
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ int __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ __Pyx_RefNannySetupContext("__getattr__", 0);
+
+ /* "pycocotools/_mask.pyx":71
+ * free(self._R)
+ * def __getattr__(self, key):
+ * if key == 'n': # <<<<<<<<<<<<<<
+ * return self._n
+ * raise AttributeError(key)
+ */
+ __pyx_t_1 = (__Pyx_PyString_Equals(__pyx_v_key, __pyx_n_s_n, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 71, __pyx_L1_error)
+ if (__pyx_t_1) {
+
+ /* "pycocotools/_mask.pyx":72
+ * def __getattr__(self, key):
+ * if key == 'n':
+ * return self._n # <<<<<<<<<<<<<<
+ * raise AttributeError(key)
+ *
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_2 = __Pyx_PyInt_From_siz(__pyx_v_self->_n); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 72, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_r = __pyx_t_2;
+ __pyx_t_2 = 0;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":71
+ * free(self._R)
+ * def __getattr__(self, key):
+ * if key == 'n': # <<<<<<<<<<<<<<
+ * return self._n
+ * raise AttributeError(key)
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":73
+ * if key == 'n':
+ * return self._n
+ * raise AttributeError(key) # <<<<<<<<<<<<<<
+ *
+ * # python class to wrap Mask array in C
+ */
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 73, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_INCREF(__pyx_v_key);
+ __Pyx_GIVEREF(__pyx_v_key);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_key);
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_AttributeError, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 73, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_Raise(__pyx_t_3, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __PYX_ERR(0, 73, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":70
+ * free(self._R[i].cnts)
+ * free(self._R)
+ * def __getattr__(self, key): # <<<<<<<<<<<<<<
+ * if key == 'n':
+ * return self._n
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("pycocotools._mask.RLEs.__getattr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":83
+ * cdef siz _n
+ *
+ * def __cinit__(self, h, w, n): # <<<<<<<<<<<<<<
+ * self._mask = <byte*> malloc(h*w*n* sizeof(byte))
+ * self._h = h
+ */
+
+/* Python wrapper */
+static int __pyx_pw_11pycocotools_5_mask_5Masks_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static int __pyx_pw_11pycocotools_5_mask_5Masks_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_h = 0;
+ PyObject *__pyx_v_w = 0;
+ PyObject *__pyx_v_n = 0;
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_h,&__pyx_n_s_w,&__pyx_n_s_n,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_h)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 3, 3, 1); __PYX_ERR(0, 83, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_n)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 3, 3, 2); __PYX_ERR(0, 83, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) __PYX_ERR(0, 83, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_h = values[0];
+ __pyx_v_w = values[1];
+ __pyx_v_n = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 83, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.Masks.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return -1;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_5Masks___cinit__(((struct __pyx_obj_11pycocotools_5_mask_Masks *)__pyx_v_self), __pyx_v_h, __pyx_v_w, __pyx_v_n);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static int __pyx_pf_11pycocotools_5_mask_5Masks___cinit__(struct __pyx_obj_11pycocotools_5_mask_Masks *__pyx_v_self, PyObject *__pyx_v_h, PyObject *__pyx_v_w, PyObject *__pyx_v_n) {
+ int __pyx_r;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ size_t __pyx_t_4;
+ siz __pyx_t_5;
+ __Pyx_RefNannySetupContext("__cinit__", 0);
+
+ /* "pycocotools/_mask.pyx":84
+ *
+ * def __cinit__(self, h, w, n):
+ * self._mask = <byte*> malloc(h*w*n* sizeof(byte)) # <<<<<<<<<<<<<<
+ * self._h = h
+ * self._w = w
+ */
+ __pyx_t_1 = PyNumber_Multiply(__pyx_v_h, __pyx_v_w); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 84, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyNumber_Multiply(__pyx_t_1, __pyx_v_n); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 84, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyInt_FromSize_t((sizeof(byte))); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 84, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = PyNumber_Multiply(__pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 84, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_4 = __Pyx_PyInt_As_size_t(__pyx_t_3); if (unlikely((__pyx_t_4 == (size_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 84, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_self->_mask = ((byte *)malloc(__pyx_t_4));
+
+ /* "pycocotools/_mask.pyx":85
+ * def __cinit__(self, h, w, n):
+ * self._mask = <byte*> malloc(h*w*n* sizeof(byte))
+ * self._h = h # <<<<<<<<<<<<<<
+ * self._w = w
+ * self._n = n
+ */
+ __pyx_t_5 = __Pyx_PyInt_As_siz(__pyx_v_h); if (unlikely((__pyx_t_5 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 85, __pyx_L1_error)
+ __pyx_v_self->_h = __pyx_t_5;
+
+ /* "pycocotools/_mask.pyx":86
+ * self._mask = <byte*> malloc(h*w*n* sizeof(byte))
+ * self._h = h
+ * self._w = w # <<<<<<<<<<<<<<
+ * self._n = n
+ * # def __dealloc__(self):
+ */
+ __pyx_t_5 = __Pyx_PyInt_As_siz(__pyx_v_w); if (unlikely((__pyx_t_5 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 86, __pyx_L1_error)
+ __pyx_v_self->_w = __pyx_t_5;
+
+ /* "pycocotools/_mask.pyx":87
+ * self._h = h
+ * self._w = w
+ * self._n = n # <<<<<<<<<<<<<<
+ * # def __dealloc__(self):
+ * # the memory management of _mask has been passed to np.ndarray
+ */
+ __pyx_t_5 = __Pyx_PyInt_As_siz(__pyx_v_n); if (unlikely((__pyx_t_5 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L1_error)
+ __pyx_v_self->_n = __pyx_t_5;
+
+ /* "pycocotools/_mask.pyx":83
+ * cdef siz _n
+ *
+ * def __cinit__(self, h, w, n): # <<<<<<<<<<<<<<
+ * self._mask = <byte*> malloc(h*w*n* sizeof(byte))
+ * self._h = h
+ */
+
+ /* function exit code */
+ __pyx_r = 0;
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_AddTraceback("pycocotools._mask.Masks.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = -1;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":93
+ *
+ * # called when passing into np.array() and return an np.ndarray in column-major order
+ * def __array__(self): # <<<<<<<<<<<<<<
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> self._h*self._w*self._n
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_5Masks_3__array__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
+static PyObject *__pyx_pw_11pycocotools_5_mask_5Masks_3__array__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("__array__ (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_5Masks_2__array__(((struct __pyx_obj_11pycocotools_5_mask_Masks *)__pyx_v_self));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_5Masks_2__array__(struct __pyx_obj_11pycocotools_5_mask_Masks *__pyx_v_self) {
+ npy_intp __pyx_v_shape[1];
+ PyObject *__pyx_v_ndarray = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ __Pyx_RefNannySetupContext("__array__", 0);
+
+ /* "pycocotools/_mask.pyx":95
+ * def __array__(self):
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> self._h*self._w*self._n # <<<<<<<<<<<<<<
+ * # Create a 1D array, and reshape it to fortran/Matlab column-major array
+ * ndarray = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT8, self._mask).reshape((self._h, self._w, self._n), order='F')
+ */
+ (__pyx_v_shape[0]) = ((((npy_intp)__pyx_v_self->_h) * __pyx_v_self->_w) * __pyx_v_self->_n);
+
+ /* "pycocotools/_mask.pyx":97
+ * shape[0] = <np.npy_intp> self._h*self._w*self._n
+ * # Create a 1D array, and reshape it to fortran/Matlab column-major array
+ * ndarray = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT8, self._mask).reshape((self._h, self._w, self._n), order='F') # <<<<<<<<<<<<<<
+ * # The _mask allocated by Masks is now handled by ndarray
+ * PyArray_ENABLEFLAGS(ndarray, np.NPY_OWNDATA)
+ */
+ __pyx_t_1 = PyArray_SimpleNewFromData(1, __pyx_v_shape, NPY_UINT8, __pyx_v_self->_mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_reshape); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyInt_From_siz(__pyx_v_self->_h); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyInt_From_siz(__pyx_v_self->_w); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_PyInt_From_siz(__pyx_v_self->_n); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_4);
+ __pyx_t_1 = 0;
+ __pyx_t_3 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_order, __pyx_n_s_F) < 0) __PYX_ERR(0, 97, __pyx_L1_error)
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 97, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_ndarray = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":99
+ * ndarray = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT8, self._mask).reshape((self._h, self._w, self._n), order='F')
+ * # The _mask allocated by Masks is now handled by ndarray
+ * PyArray_ENABLEFLAGS(ndarray, np.NPY_OWNDATA) # <<<<<<<<<<<<<<
+ * return ndarray
+ *
+ */
+ if (!(likely(((__pyx_v_ndarray) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_ndarray, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 99, __pyx_L1_error)
+ PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_ndarray), NPY_OWNDATA);
+
+ /* "pycocotools/_mask.pyx":100
+ * # The _mask allocated by Masks is now handled by ndarray
+ * PyArray_ENABLEFLAGS(ndarray, np.NPY_OWNDATA)
+ * return ndarray # <<<<<<<<<<<<<<
+ *
+ * # internal conversion from Python RLEs object to compressed RLE format
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_ndarray);
+ __pyx_r = __pyx_v_ndarray;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":93
+ *
+ * # called when passing into np.array() and return an np.ndarray in column-major order
+ * def __array__(self): # <<<<<<<<<<<<<<
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> self._h*self._w*self._n
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("pycocotools._mask.Masks.__array__", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_ndarray);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":103
+ *
+ * # internal conversion from Python RLEs object to compressed RLE format
+ * def _toString(RLEs Rs): # <<<<<<<<<<<<<<
+ * cdef siz n = Rs.n
+ * cdef bytes py_string
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_1_toString(PyObject *__pyx_self, PyObject *__pyx_v_Rs); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_1_toString = {"_toString", (PyCFunction)__pyx_pw_11pycocotools_5_mask_1_toString, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_1_toString(PyObject *__pyx_self, PyObject *__pyx_v_Rs) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_toString (wrapper)", 0);
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_Rs), __pyx_ptype_11pycocotools_5_mask_RLEs, 1, "Rs", 0))) __PYX_ERR(0, 103, __pyx_L1_error)
+ __pyx_r = __pyx_pf_11pycocotools_5_mask__toString(__pyx_self, ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_v_Rs));
+
+ /* function exit code */
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask__toString(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs) {
+ siz __pyx_v_n;
+ PyObject *__pyx_v_py_string = 0;
+ char *__pyx_v_c_string;
+ PyObject *__pyx_v_objs = NULL;
+ siz __pyx_v_i;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ siz __pyx_t_2;
+ siz __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_t_7;
+ __Pyx_RefNannySetupContext("_toString", 0);
+
+ /* "pycocotools/_mask.pyx":104
+ * # internal conversion from Python RLEs object to compressed RLE format
+ * def _toString(RLEs Rs):
+ * cdef siz n = Rs.n # <<<<<<<<<<<<<<
+ * cdef bytes py_string
+ * cdef char* c_string
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_Rs), __pyx_n_s_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 104, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyInt_As_siz(__pyx_t_1); if (unlikely((__pyx_t_2 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 104, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_n = __pyx_t_2;
+
+ /* "pycocotools/_mask.pyx":107
+ * cdef bytes py_string
+ * cdef char* c_string
+ * objs = [] # <<<<<<<<<<<<<<
+ * for i in range(n):
+ * c_string = rleToString( <RLE*> &Rs._R[i] )
+ */
+ __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 107, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_objs = ((PyObject*)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":108
+ * cdef char* c_string
+ * objs = []
+ * for i in range(n): # <<<<<<<<<<<<<<
+ * c_string = rleToString( <RLE*> &Rs._R[i] )
+ * py_string = c_string
+ */
+ __pyx_t_2 = __pyx_v_n;
+ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
+ __pyx_v_i = __pyx_t_3;
+
+ /* "pycocotools/_mask.pyx":109
+ * objs = []
+ * for i in range(n):
+ * c_string = rleToString( <RLE*> &Rs._R[i] ) # <<<<<<<<<<<<<<
+ * py_string = c_string
+ * objs.append({
+ */
+ __pyx_v_c_string = rleToString(((RLE *)(&(__pyx_v_Rs->_R[__pyx_v_i]))));
+
+ /* "pycocotools/_mask.pyx":110
+ * for i in range(n):
+ * c_string = rleToString( <RLE*> &Rs._R[i] )
+ * py_string = c_string # <<<<<<<<<<<<<<
+ * objs.append({
+ * 'size': [Rs._R[i].h, Rs._R[i].w],
+ */
+ __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_c_string); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 110, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_XDECREF_SET(__pyx_v_py_string, ((PyObject*)__pyx_t_1));
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":112
+ * py_string = c_string
+ * objs.append({
+ * 'size': [Rs._R[i].h, Rs._R[i].w], # <<<<<<<<<<<<<<
+ * 'counts': py_string
+ * })
+ */
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 112, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = __Pyx_PyInt_From_siz((__pyx_v_Rs->_R[__pyx_v_i]).h); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 112, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_PyInt_From_siz((__pyx_v_Rs->_R[__pyx_v_i]).w); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 112, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyList_New(2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 112, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyList_SET_ITEM(__pyx_t_6, 0, __pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyList_SET_ITEM(__pyx_t_6, 1, __pyx_t_5);
+ __pyx_t_4 = 0;
+ __pyx_t_5 = 0;
+ if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_size, __pyx_t_6) < 0) __PYX_ERR(0, 112, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+
+ /* "pycocotools/_mask.pyx":114
+ * 'size': [Rs._R[i].h, Rs._R[i].w],
+ * 'counts': py_string
+ * }) # <<<<<<<<<<<<<<
+ * free(c_string)
+ * return objs
+ */
+ if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_counts, __pyx_v_py_string) < 0) __PYX_ERR(0, 112, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":111
+ * c_string = rleToString( <RLE*> &Rs._R[i] )
+ * py_string = c_string
+ * objs.append({ # <<<<<<<<<<<<<<
+ * 'size': [Rs._R[i].h, Rs._R[i].w],
+ * 'counts': py_string
+ */
+ __pyx_t_7 = __Pyx_PyList_Append(__pyx_v_objs, __pyx_t_1); if (unlikely(__pyx_t_7 == -1)) __PYX_ERR(0, 111, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":115
+ * 'counts': py_string
+ * })
+ * free(c_string) # <<<<<<<<<<<<<<
+ * return objs
+ *
+ */
+ free(__pyx_v_c_string);
+ }
+
+ /* "pycocotools/_mask.pyx":116
+ * })
+ * free(c_string)
+ * return objs # <<<<<<<<<<<<<<
+ *
+ * # internal conversion from compressed RLE format to Python RLEs object
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":103
+ *
+ * # internal conversion from Python RLEs object to compressed RLE format
+ * def _toString(RLEs Rs): # <<<<<<<<<<<<<<
+ * cdef siz n = Rs.n
+ * cdef bytes py_string
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("pycocotools._mask._toString", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_py_string);
+ __Pyx_XDECREF(__pyx_v_objs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":119
+ *
+ * # internal conversion from compressed RLE format to Python RLEs object
+ * def _frString(rleObjs): # <<<<<<<<<<<<<<
+ * cdef siz n = len(rleObjs)
+ * Rs = RLEs(n)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_3_frString(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_3_frString = {"_frString", (PyCFunction)__pyx_pw_11pycocotools_5_mask_3_frString, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_3_frString(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_frString (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_2_frString(__pyx_self, ((PyObject *)__pyx_v_rleObjs));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_2_frString(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ siz __pyx_v_n;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = NULL;
+ PyObject *__pyx_v_py_string = 0;
+ char *__pyx_v_c_string;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_obj = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_t_7;
+ PyObject *__pyx_t_8 = NULL;
+ PyObject *__pyx_t_9 = NULL;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ char *__pyx_t_12;
+ Py_ssize_t __pyx_t_13;
+ siz __pyx_t_14;
+ siz __pyx_t_15;
+ __Pyx_RefNannySetupContext("_frString", 0);
+
+ /* "pycocotools/_mask.pyx":120
+ * # internal conversion from compressed RLE format to Python RLEs object
+ * def _frString(rleObjs):
+ * cdef siz n = len(rleObjs) # <<<<<<<<<<<<<<
+ * Rs = RLEs(n)
+ * cdef bytes py_string
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_rleObjs); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 120, __pyx_L1_error)
+ __pyx_v_n = __pyx_t_1;
+
+ /* "pycocotools/_mask.pyx":121
+ * def _frString(rleObjs):
+ * cdef siz n = len(rleObjs)
+ * Rs = RLEs(n) # <<<<<<<<<<<<<<
+ * cdef bytes py_string
+ * cdef char* c_string
+ */
+ __pyx_t_2 = __Pyx_PyInt_From_siz(__pyx_v_n); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 121, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 121, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 121, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":124
+ * cdef bytes py_string
+ * cdef char* c_string
+ * for i, obj in enumerate(rleObjs): # <<<<<<<<<<<<<<
+ * if PYTHON_VERSION == 2:
+ * py_string = str(obj['counts']).encode('utf8')
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_2 = __pyx_int_0;
+ if (likely(PyList_CheckExact(__pyx_v_rleObjs)) || PyTuple_CheckExact(__pyx_v_rleObjs)) {
+ __pyx_t_3 = __pyx_v_rleObjs; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_1 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_rleObjs); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 124, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 124, __pyx_L1_error)
+ }
+ for (;;) {
+ if (likely(!__pyx_t_4)) {
+ if (likely(PyList_CheckExact(__pyx_t_3))) {
+ if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_5); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 124, __pyx_L1_error)
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ #endif
+ } else {
+ if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_5); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 124, __pyx_L1_error)
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ #endif
+ }
+ } else {
+ __pyx_t_5 = __pyx_t_4(__pyx_t_3);
+ if (unlikely(!__pyx_t_5)) {
+ PyObject* exc_type = PyErr_Occurred();
+ if (exc_type) {
+ if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
+ else __PYX_ERR(0, 124, __pyx_L1_error)
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF_SET(__pyx_v_obj, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_2);
+ __pyx_t_5 = __Pyx_PyInt_AddObjC(__pyx_t_2, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2);
+ __pyx_t_2 = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":125
+ * cdef char* c_string
+ * for i, obj in enumerate(rleObjs):
+ * if PYTHON_VERSION == 2: # <<<<<<<<<<<<<<
+ * py_string = str(obj['counts']).encode('utf8')
+ * elif PYTHON_VERSION == 3:
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_PYTHON_VERSION); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 125, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_PyInt_EqObjC(__pyx_t_5, __pyx_int_2, 2, 0); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 125, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 125, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (__pyx_t_7) {
+
+ /* "pycocotools/_mask.pyx":126
+ * for i, obj in enumerate(rleObjs):
+ * if PYTHON_VERSION == 2:
+ * py_string = str(obj['counts']).encode('utf8') # <<<<<<<<<<<<<<
+ * elif PYTHON_VERSION == 3:
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts']
+ */
+ __pyx_t_6 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_counts); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_6 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_encode); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (!(likely(PyBytes_CheckExact(__pyx_t_6))||((__pyx_t_6) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_6)->tp_name), 0))) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_XDECREF_SET(__pyx_v_py_string, ((PyObject*)__pyx_t_6));
+ __pyx_t_6 = 0;
+
+ /* "pycocotools/_mask.pyx":125
+ * cdef char* c_string
+ * for i, obj in enumerate(rleObjs):
+ * if PYTHON_VERSION == 2: # <<<<<<<<<<<<<<
+ * py_string = str(obj['counts']).encode('utf8')
+ * elif PYTHON_VERSION == 3:
+ */
+ goto __pyx_L5;
+ }
+
+ /* "pycocotools/_mask.pyx":127
+ * if PYTHON_VERSION == 2:
+ * py_string = str(obj['counts']).encode('utf8')
+ * elif PYTHON_VERSION == 3: # <<<<<<<<<<<<<<
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts']
+ * else:
+ */
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_PYTHON_VERSION); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 127, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_5 = __Pyx_PyInt_EqObjC(__pyx_t_6, __pyx_int_3, 3, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 127, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 127, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (__pyx_t_7) {
+
+ /* "pycocotools/_mask.pyx":128
+ * py_string = str(obj['counts']).encode('utf8')
+ * elif PYTHON_VERSION == 3:
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts'] # <<<<<<<<<<<<<<
+ * else:
+ * raise Exception('Python version must be 2 or 3')
+ */
+ __pyx_t_6 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_counts); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_8 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_t_6)), ((PyObject *)(&PyString_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (__pyx_t_7) {
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)(&PyString_Type)), __pyx_n_s_encode); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_9 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_counts); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_9);
+ __pyx_t_10 = NULL;
+ if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
+ __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_6);
+ if (likely(__pyx_t_10)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_6, function);
+ }
+ }
+ if (!__pyx_t_10) {
+ __pyx_t_8 = __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_9); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_GOTREF(__pyx_t_8);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_6)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_10, __pyx_t_9};
+ __pyx_t_8 = __Pyx_PyFunction_FastCall(__pyx_t_6, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_6)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_10, __pyx_t_9};
+ __pyx_t_8 = __Pyx_PyCFunction_FastCall(__pyx_t_6, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_10); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_10); __pyx_t_10 = NULL;
+ __Pyx_GIVEREF(__pyx_t_9);
+ PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_t_9);
+ __pyx_t_9 = 0;
+ __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_11, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (!(likely(PyBytes_CheckExact(__pyx_t_8))||((__pyx_t_8) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_8)->tp_name), 0))) __PYX_ERR(0, 128, __pyx_L1_error)
+ __pyx_t_5 = __pyx_t_8;
+ __pyx_t_8 = 0;
+ } else {
+ __pyx_t_8 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_counts); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 128, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_8);
+ if (!(likely(PyBytes_CheckExact(__pyx_t_8))||((__pyx_t_8) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_8)->tp_name), 0))) __PYX_ERR(0, 128, __pyx_L1_error)
+ __pyx_t_5 = __pyx_t_8;
+ __pyx_t_8 = 0;
+ }
+ __Pyx_XDECREF_SET(__pyx_v_py_string, ((PyObject*)__pyx_t_5));
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":127
+ * if PYTHON_VERSION == 2:
+ * py_string = str(obj['counts']).encode('utf8')
+ * elif PYTHON_VERSION == 3: # <<<<<<<<<<<<<<
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts']
+ * else:
+ */
+ goto __pyx_L5;
+ }
+
+ /* "pycocotools/_mask.pyx":130
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts']
+ * else:
+ * raise Exception('Python version must be 2 or 3') # <<<<<<<<<<<<<<
+ * c_string = py_string
+ * rleFrString( <RLE*> &Rs._R[i], <char*> c_string, obj['size'][0], obj['size'][1] )
+ */
+ /*else*/ {
+ __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 130, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __PYX_ERR(0, 130, __pyx_L1_error)
+ }
+ __pyx_L5:;
+
+ /* "pycocotools/_mask.pyx":131
+ * else:
+ * raise Exception('Python version must be 2 or 3')
+ * c_string = py_string # <<<<<<<<<<<<<<
+ * rleFrString( <RLE*> &Rs._R[i], <char*> c_string, obj['size'][0], obj['size'][1] )
+ * return Rs
+ */
+ __pyx_t_12 = __Pyx_PyObject_AsString(__pyx_v_py_string); if (unlikely((!__pyx_t_12) && PyErr_Occurred())) __PYX_ERR(0, 131, __pyx_L1_error)
+ __pyx_v_c_string = __pyx_t_12;
+
+ /* "pycocotools/_mask.pyx":132
+ * raise Exception('Python version must be 2 or 3')
+ * c_string = py_string
+ * rleFrString( <RLE*> &Rs._R[i], <char*> c_string, obj['size'][0], obj['size'][1] ) # <<<<<<<<<<<<<<
+ * return Rs
+ *
+ */
+ __pyx_t_13 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_13 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 132, __pyx_L1_error)
+ __pyx_t_5 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_size); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 132, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_5, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 132, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_8);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_14 = __Pyx_PyInt_As_siz(__pyx_t_8); if (unlikely((__pyx_t_14 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 132, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_8 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_size); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 132, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_8, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 132, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ __pyx_t_15 = __Pyx_PyInt_As_siz(__pyx_t_5); if (unlikely((__pyx_t_15 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 132, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ rleFrString(((RLE *)(&(__pyx_v_Rs->_R[__pyx_t_13]))), ((char *)__pyx_v_c_string), __pyx_t_14, __pyx_t_15);
+
+ /* "pycocotools/_mask.pyx":124
+ * cdef bytes py_string
+ * cdef char* c_string
+ * for i, obj in enumerate(rleObjs): # <<<<<<<<<<<<<<
+ * if PYTHON_VERSION == 2:
+ * py_string = str(obj['counts']).encode('utf8')
+ */
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":133
+ * c_string = py_string
+ * rleFrString( <RLE*> &Rs._R[i], <char*> c_string, obj['size'][0], obj['size'][1] )
+ * return Rs # <<<<<<<<<<<<<<
+ *
+ * # encode mask to RLEs objects
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(((PyObject *)__pyx_v_Rs));
+ __pyx_r = ((PyObject *)__pyx_v_Rs);
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":119
+ *
+ * # internal conversion from compressed RLE format to Python RLEs object
+ * def _frString(rleObjs): # <<<<<<<<<<<<<<
+ * cdef siz n = len(rleObjs)
+ * Rs = RLEs(n)
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_9);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_11);
+ __Pyx_AddTraceback("pycocotools._mask._frString", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF(__pyx_v_py_string);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_obj);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":137
+ * # encode mask to RLEs objects
+ * # list of RLE string can be generated by RLEs member function
+ * def encode(np.ndarray[np.uint8_t, ndim=3, mode='fortran'] mask): # <<<<<<<<<<<<<<
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2]
+ * cdef RLEs Rs = RLEs(n)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_5encode(PyObject *__pyx_self, PyObject *__pyx_v_mask); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_5encode = {"encode", (PyCFunction)__pyx_pw_11pycocotools_5_mask_5encode, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_5encode(PyObject *__pyx_self, PyObject *__pyx_v_mask) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("encode (wrapper)", 0);
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) __PYX_ERR(0, 137, __pyx_L1_error)
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_4encode(__pyx_self, ((PyArrayObject *)__pyx_v_mask));
+
+ /* function exit code */
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_4encode(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask) {
+ npy_intp __pyx_v_h;
+ npy_intp __pyx_v_w;
+ npy_intp __pyx_v_n;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = 0;
+ PyObject *__pyx_v_objs = NULL;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
+ __Pyx_Buffer __pyx_pybuffer_mask;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ npy_intp __pyx_t_1;
+ npy_intp __pyx_t_2;
+ npy_intp __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ __Pyx_RefNannySetupContext("encode", 0);
+ __pyx_pybuffer_mask.pybuffer.buf = NULL;
+ __pyx_pybuffer_mask.refcount = 0;
+ __pyx_pybuffernd_mask.data = NULL;
+ __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_F_CONTIGUOUS, 3, 0, __pyx_stack) == -1)) __PYX_ERR(0, 137, __pyx_L1_error)
+ }
+ __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_mask.diminfo[1].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_mask.diminfo[1].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[1]; __pyx_pybuffernd_mask.diminfo[2].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[2]; __pyx_pybuffernd_mask.diminfo[2].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[2];
+
+ /* "pycocotools/_mask.pyx":138
+ * # list of RLE string can be generated by RLEs member function
+ * def encode(np.ndarray[np.uint8_t, ndim=3, mode='fortran'] mask):
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2] # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = RLEs(n)
+ * rleEncode(Rs._R,<byte*>mask.data,h,w,n)
+ */
+ __pyx_t_1 = (__pyx_v_mask->dimensions[0]);
+ __pyx_t_2 = (__pyx_v_mask->dimensions[1]);
+ __pyx_t_3 = (__pyx_v_mask->dimensions[2]);
+ __pyx_v_h = __pyx_t_1;
+ __pyx_v_w = __pyx_t_2;
+ __pyx_v_n = __pyx_t_3;
+
+ /* "pycocotools/_mask.pyx":139
+ * def encode(np.ndarray[np.uint8_t, ndim=3, mode='fortran'] mask):
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2]
+ * cdef RLEs Rs = RLEs(n) # <<<<<<<<<<<<<<
+ * rleEncode(Rs._R,<byte*>mask.data,h,w,n)
+ * objs = _toString(Rs)
+ */
+ __pyx_t_4 = __Pyx_PyInt_From_Py_intptr_t(__pyx_v_n); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 139, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 139, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 139, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "pycocotools/_mask.pyx":140
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2]
+ * cdef RLEs Rs = RLEs(n)
+ * rleEncode(Rs._R,<byte*>mask.data,h,w,n) # <<<<<<<<<<<<<<
+ * objs = _toString(Rs)
+ * return objs
+ */
+ rleEncode(__pyx_v_Rs->_R, ((byte *)__pyx_v_mask->data), __pyx_v_h, __pyx_v_w, __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":141
+ * cdef RLEs Rs = RLEs(n)
+ * rleEncode(Rs._R,<byte*>mask.data,h,w,n)
+ * objs = _toString(Rs) # <<<<<<<<<<<<<<
+ * return objs
+ *
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_toString); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 141, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
+ __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
+ if (likely(__pyx_t_6)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_5, function);
+ }
+ }
+ if (!__pyx_t_6) {
+ __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject *)__pyx_v_Rs)); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 141, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_5)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_6, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_5, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 141, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_6, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_5, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 141, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ } else
+ #endif
+ {
+ __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 141, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
+ __Pyx_INCREF(((PyObject *)__pyx_v_Rs));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_Rs));
+ PyTuple_SET_ITEM(__pyx_t_7, 0+1, ((PyObject *)__pyx_v_Rs));
+ __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 141, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_objs = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "pycocotools/_mask.pyx":142
+ * rleEncode(Rs._R,<byte*>mask.data,h,w,n)
+ * objs = _toString(Rs)
+ * return objs # <<<<<<<<<<<<<<
+ *
+ * # decode mask from compressed list of RLE string or RLEs object
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":137
+ * # encode mask to RLEs objects
+ * # list of RLE string can be generated by RLEs member function
+ * def encode(np.ndarray[np.uint8_t, ndim=3, mode='fortran'] mask): # <<<<<<<<<<<<<<
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2]
+ * cdef RLEs Rs = RLEs(n)
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ { 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_mask.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.encode", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF(__pyx_v_objs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":145
+ *
+ * # decode mask from compressed list of RLE string or RLEs object
+ * def decode(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_7decode(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_7decode = {"decode", (PyCFunction)__pyx_pw_11pycocotools_5_mask_7decode, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_7decode(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("decode (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_6decode(__pyx_self, ((PyObject *)__pyx_v_rleObjs));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_6decode(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = 0;
+ siz __pyx_v_h;
+ siz __pyx_v_w;
+ siz __pyx_v_n;
+ struct __pyx_obj_11pycocotools_5_mask_Masks *__pyx_v_masks = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ siz __pyx_t_5;
+ siz __pyx_t_6;
+ siz __pyx_t_7;
+ __Pyx_RefNannySetupContext("decode", 0);
+
+ /* "pycocotools/_mask.pyx":146
+ * # decode mask from compressed list of RLE string or RLEs object
+ * def decode(rleObjs):
+ * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<<
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ * masks = Masks(h, w, n)
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 146, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_3)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_3) {
+ __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rleObjs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 146, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 146, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 146, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 146, __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 = NULL;
+ __Pyx_INCREF(__pyx_v_rleObjs);
+ __Pyx_GIVEREF(__pyx_v_rleObjs);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_rleObjs);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 146, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_11pycocotools_5_mask_RLEs))))) __PYX_ERR(0, 146, __pyx_L1_error)
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":147
+ * def decode(rleObjs):
+ * cdef RLEs Rs = _frString(rleObjs)
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n # <<<<<<<<<<<<<<
+ * masks = Masks(h, w, n)
+ * rleDecode(<RLE*>Rs._R, masks._mask, n);
+ */
+ __pyx_t_5 = (__pyx_v_Rs->_R[0]).h;
+ __pyx_t_6 = (__pyx_v_Rs->_R[0]).w;
+ __pyx_t_7 = __pyx_v_Rs->_n;
+ __pyx_v_h = __pyx_t_5;
+ __pyx_v_w = __pyx_t_6;
+ __pyx_v_n = __pyx_t_7;
+
+ /* "pycocotools/_mask.pyx":148
+ * cdef RLEs Rs = _frString(rleObjs)
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ * masks = Masks(h, w, n) # <<<<<<<<<<<<<<
+ * rleDecode(<RLE*>Rs._R, masks._mask, n);
+ * return np.array(masks)
+ */
+ __pyx_t_1 = __Pyx_PyInt_From_siz(__pyx_v_h); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 148, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyInt_From_siz(__pyx_v_w); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 148, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_PyInt_From_siz(__pyx_v_n); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 148, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 148, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_4);
+ __pyx_t_1 = 0;
+ __pyx_t_2 = 0;
+ __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_Masks), __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 148, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_masks = ((struct __pyx_obj_11pycocotools_5_mask_Masks *)__pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "pycocotools/_mask.pyx":149
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ * masks = Masks(h, w, n)
+ * rleDecode(<RLE*>Rs._R, masks._mask, n); # <<<<<<<<<<<<<<
+ * return np.array(masks)
+ *
+ */
+ rleDecode(((RLE *)__pyx_v_Rs->_R), __pyx_v_masks->_mask, __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":150
+ * masks = Masks(h, w, n)
+ * rleDecode(<RLE*>Rs._R, masks._mask, n);
+ * return np.array(masks) # <<<<<<<<<<<<<<
+ *
+ * def merge(rleObjs, intersect=0):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_array); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_3)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_3) {
+ __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_2, ((PyObject *)__pyx_v_masks)); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, ((PyObject *)__pyx_v_masks)};
+ __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, ((PyObject *)__pyx_v_masks)};
+ __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ } else
+ #endif
+ {
+ __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); __pyx_t_3 = NULL;
+ __Pyx_INCREF(((PyObject *)__pyx_v_masks));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_masks));
+ PyTuple_SET_ITEM(__pyx_t_1, 0+1, ((PyObject *)__pyx_v_masks));
+ __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 150, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_r = __pyx_t_4;
+ __pyx_t_4 = 0;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":145
+ *
+ * # decode mask from compressed list of RLE string or RLEs object
+ * def decode(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("pycocotools._mask.decode", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF((PyObject *)__pyx_v_masks);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":152
+ * return np.array(masks)
+ *
+ * def merge(rleObjs, intersect=0): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_9merge(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_9merge = {"merge", (PyCFunction)__pyx_pw_11pycocotools_5_mask_9merge, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_9merge(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_rleObjs = 0;
+ PyObject *__pyx_v_intersect = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("merge (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_rleObjs,&__pyx_n_s_intersect,0};
+ PyObject* values[2] = {0,0};
+ values[1] = ((PyObject *)__pyx_int_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_rleObjs)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (kw_args > 0) {
+ PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_intersect);
+ if (value) { values[1] = value; kw_args--; }
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "merge") < 0)) __PYX_ERR(0, 152, __pyx_L3_error)
+ }
+ } else {
+ switch (PyTuple_GET_SIZE(__pyx_args)) {
+ case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ break;
+ default: goto __pyx_L5_argtuple_error;
+ }
+ }
+ __pyx_v_rleObjs = values[0];
+ __pyx_v_intersect = values[1];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("merge", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 152, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.merge", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_8merge(__pyx_self, __pyx_v_rleObjs, __pyx_v_intersect);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_8merge(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs, PyObject *__pyx_v_intersect) {
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = 0;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_R = 0;
+ PyObject *__pyx_v_obj = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ __Pyx_RefNannySetupContext("merge", 0);
+
+ /* "pycocotools/_mask.pyx":153
+ *
+ * def merge(rleObjs, intersect=0):
+ * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<<
+ * cdef RLEs R = RLEs(1)
+ * rleMerge(<RLE*>Rs._R, <RLE*> R._R, <siz> Rs._n, intersect)
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 153, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_3)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_3) {
+ __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rleObjs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 153, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 153, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 153, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 153, __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 = NULL;
+ __Pyx_INCREF(__pyx_v_rleObjs);
+ __Pyx_GIVEREF(__pyx_v_rleObjs);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_rleObjs);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 153, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_11pycocotools_5_mask_RLEs))))) __PYX_ERR(0, 153, __pyx_L1_error)
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":154
+ * def merge(rleObjs, intersect=0):
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1) # <<<<<<<<<<<<<<
+ * rleMerge(<RLE*>Rs._R, <RLE*> R._R, <siz> Rs._n, intersect)
+ * obj = _toString(R)[0]
+ */
+ __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 154, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v_R = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":155
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1)
+ * rleMerge(<RLE*>Rs._R, <RLE*> R._R, <siz> Rs._n, intersect) # <<<<<<<<<<<<<<
+ * obj = _toString(R)[0]
+ * return obj
+ */
+ __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_v_intersect); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 155, __pyx_L1_error)
+ rleMerge(((RLE *)__pyx_v_Rs->_R), ((RLE *)__pyx_v_R->_R), ((siz)__pyx_v_Rs->_n), __pyx_t_5);
+
+ /* "pycocotools/_mask.pyx":156
+ * cdef RLEs R = RLEs(1)
+ * rleMerge(<RLE*>Rs._R, <RLE*> R._R, <siz> Rs._n, intersect)
+ * obj = _toString(R)[0] # <<<<<<<<<<<<<<
+ * return obj
+ *
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_toString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_4)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_4) {
+ __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, ((PyObject *)__pyx_v_R)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_4, ((PyObject *)__pyx_v_R)};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_4, ((PyObject *)__pyx_v_R)};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __pyx_t_4 = NULL;
+ __Pyx_INCREF(((PyObject *)__pyx_v_R));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_R));
+ PyTuple_SET_ITEM(__pyx_t_3, 0+1, ((PyObject *)__pyx_v_R));
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 156, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_obj = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":157
+ * rleMerge(<RLE*>Rs._R, <RLE*> R._R, <siz> Rs._n, intersect)
+ * obj = _toString(R)[0]
+ * return obj # <<<<<<<<<<<<<<
+ *
+ * def area(rleObjs):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_obj);
+ __pyx_r = __pyx_v_obj;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":152
+ * return np.array(masks)
+ *
+ * def merge(rleObjs, intersect=0): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1)
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_AddTraceback("pycocotools._mask.merge", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF((PyObject *)__pyx_v_R);
+ __Pyx_XDECREF(__pyx_v_obj);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":159
+ * return obj
+ *
+ * def area(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint))
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_11area(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_11area = {"area", (PyCFunction)__pyx_pw_11pycocotools_5_mask_11area, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_11area(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("area (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_10area(__pyx_self, ((PyObject *)__pyx_v_rleObjs));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_10area(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = 0;
+ uint *__pyx_v__a;
+ npy_intp __pyx_v_shape[1];
+ PyObject *__pyx_v_a = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ __Pyx_RefNannySetupContext("area", 0);
+
+ /* "pycocotools/_mask.pyx":160
+ *
+ * def area(rleObjs):
+ * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<<
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint))
+ * rleArea(Rs._R, Rs._n, _a)
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 160, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_3)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_3) {
+ __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rleObjs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 160, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 160, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 160, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 160, __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 = NULL;
+ __Pyx_INCREF(__pyx_v_rleObjs);
+ __Pyx_GIVEREF(__pyx_v_rleObjs);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_rleObjs);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 160, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_11pycocotools_5_mask_RLEs))))) __PYX_ERR(0, 160, __pyx_L1_error)
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":161
+ * def area(rleObjs):
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint)) # <<<<<<<<<<<<<<
+ * rleArea(Rs._R, Rs._n, _a)
+ * cdef np.npy_intp shape[1]
+ */
+ __pyx_v__a = ((uint *)malloc((__pyx_v_Rs->_n * (sizeof(unsigned int)))));
+
+ /* "pycocotools/_mask.pyx":162
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint))
+ * rleArea(Rs._R, Rs._n, _a) # <<<<<<<<<<<<<<
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> Rs._n
+ */
+ rleArea(__pyx_v_Rs->_R, __pyx_v_Rs->_n, __pyx_v__a);
+
+ /* "pycocotools/_mask.pyx":164
+ * rleArea(Rs._R, Rs._n, _a)
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> Rs._n # <<<<<<<<<<<<<<
+ * a = np.array((Rs._n, ), dtype=np.uint8)
+ * a = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT32, _a)
+ */
+ (__pyx_v_shape[0]) = ((npy_intp)__pyx_v_Rs->_n);
+
+ /* "pycocotools/_mask.pyx":165
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> Rs._n
+ * a = np.array((Rs._n, ), dtype=np.uint8) # <<<<<<<<<<<<<<
+ * a = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT32, _a)
+ * PyArray_ENABLEFLAGS(a, np.NPY_OWNDATA)
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_array); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyInt_From_siz(__pyx_v_Rs->_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_uint8); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_5) < 0) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 165, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_a = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":166
+ * shape[0] = <np.npy_intp> Rs._n
+ * a = np.array((Rs._n, ), dtype=np.uint8)
+ * a = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT32, _a) # <<<<<<<<<<<<<<
+ * PyArray_ENABLEFLAGS(a, np.NPY_OWNDATA)
+ * return a
+ */
+ __pyx_t_5 = PyArray_SimpleNewFromData(1, __pyx_v_shape, NPY_UINT32, __pyx_v__a); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 166, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF_SET(__pyx_v_a, __pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":167
+ * a = np.array((Rs._n, ), dtype=np.uint8)
+ * a = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT32, _a)
+ * PyArray_ENABLEFLAGS(a, np.NPY_OWNDATA) # <<<<<<<<<<<<<<
+ * return a
+ *
+ */
+ if (!(likely(((__pyx_v_a) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_a, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 167, __pyx_L1_error)
+ PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_a), NPY_OWNDATA);
+
+ /* "pycocotools/_mask.pyx":168
+ * a = np.PyArray_SimpleNewFromData(1, shape, np.NPY_UINT32, _a)
+ * PyArray_ENABLEFLAGS(a, np.NPY_OWNDATA)
+ * return a # <<<<<<<<<<<<<<
+ *
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_a);
+ __pyx_r = __pyx_v_a;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":159
+ * return obj
+ *
+ * def area(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint))
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("pycocotools._mask.area", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF(__pyx_v_a);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":171
+ *
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ): # <<<<<<<<<<<<<<
+ * def _preproc(objs):
+ * if len(objs) == 0:
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_13iou(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_13iou = {"iou", (PyCFunction)__pyx_pw_11pycocotools_5_mask_13iou, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_13iou(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_dt = 0;
+ PyObject *__pyx_v_gt = 0;
+ PyObject *__pyx_v_pyiscrowd = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("iou (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dt,&__pyx_n_s_gt,&__pyx_n_s_pyiscrowd,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_dt)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_gt)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("iou", 1, 3, 3, 1); __PYX_ERR(0, 171, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_pyiscrowd)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("iou", 1, 3, 3, 2); __PYX_ERR(0, 171, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "iou") < 0)) __PYX_ERR(0, 171, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_dt = values[0];
+ __pyx_v_gt = values[1];
+ __pyx_v_pyiscrowd = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("iou", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 171, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.iou", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_12iou(__pyx_self, __pyx_v_dt, __pyx_v_gt, __pyx_v_pyiscrowd);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":172
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ):
+ * def _preproc(objs): # <<<<<<<<<<<<<<
+ * if len(objs) == 0:
+ * return objs
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_1_preproc(PyObject *__pyx_self, PyObject *__pyx_v_objs); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_3iou_1_preproc = {"_preproc", (PyCFunction)__pyx_pw_11pycocotools_5_mask_3iou_1_preproc, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_1_preproc(PyObject *__pyx_self, PyObject *__pyx_v_objs) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_preproc (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_3iou__preproc(__pyx_self, ((PyObject *)__pyx_v_objs));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou__preproc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_objs) {
+ PyObject *__pyx_v_isbox = NULL;
+ PyObject *__pyx_v_isrle = NULL;
+ PyObject *__pyx_v_obj = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ int __pyx_t_8;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *(*__pyx_t_11)(PyObject *);
+ PyObject *__pyx_t_12 = NULL;
+ Py_ssize_t __pyx_t_13;
+ PyObject *__pyx_t_14 = NULL;
+ __Pyx_RefNannySetupContext("_preproc", 0);
+ __Pyx_INCREF(__pyx_v_objs);
+
+ /* "pycocotools/_mask.pyx":173
+ * def iou( dt, gt, pyiscrowd ):
+ * def _preproc(objs):
+ * if len(objs) == 0: # <<<<<<<<<<<<<<
+ * return objs
+ * if type(objs) == np.ndarray:
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_objs); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 173, __pyx_L1_error)
+ __pyx_t_2 = ((__pyx_t_1 == 0) != 0);
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":174
+ * def _preproc(objs):
+ * if len(objs) == 0:
+ * return objs # <<<<<<<<<<<<<<
+ * if type(objs) == np.ndarray:
+ * if len(objs.shape) == 1:
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":173
+ * def iou( dt, gt, pyiscrowd ):
+ * def _preproc(objs):
+ * if len(objs) == 0: # <<<<<<<<<<<<<<
+ * return objs
+ * if type(objs) == np.ndarray:
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":175
+ * if len(objs) == 0:
+ * return objs
+ * if type(objs) == np.ndarray: # <<<<<<<<<<<<<<
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((objs[0], 1))
+ */
+ __pyx_t_3 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_objs)), ((PyObject *)__pyx_ptype_5numpy_ndarray), Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 175, __pyx_L1_error)
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 175, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":176
+ * return objs
+ * if type(objs) == np.ndarray:
+ * if len(objs.shape) == 1: # <<<<<<<<<<<<<<
+ * objs = objs.reshape((objs[0], 1))
+ * # check if it's Nx4 bbox
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 176, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 176, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_2 = ((__pyx_t_1 == 1) != 0);
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":177
+ * if type(objs) == np.ndarray:
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((objs[0], 1)) # <<<<<<<<<<<<<<
+ * # check if it's Nx4 bbox
+ * if not len(objs.shape) == 2 or not objs.shape[1] == 4:
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_reshape); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_v_objs, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5);
+ __Pyx_INCREF(__pyx_int_1);
+ __Pyx_GIVEREF(__pyx_int_1);
+ PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_int_1);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = NULL;
+ if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
+ __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
+ if (likely(__pyx_t_5)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_5);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_4, function);
+ }
+ }
+ if (!__pyx_t_5) {
+ __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_6); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_4)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_5, __pyx_t_6};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_4, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_4)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_5, __pyx_t_6};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_4, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __pyx_t_5 = NULL;
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 177, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF_SET(__pyx_v_objs, __pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":176
+ * return objs
+ * if type(objs) == np.ndarray:
+ * if len(objs.shape) == 1: # <<<<<<<<<<<<<<
+ * objs = objs.reshape((objs[0], 1))
+ * # check if it's Nx4 bbox
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":179
+ * objs = objs.reshape((objs[0], 1))
+ * # check if it's Nx4 bbox
+ * if not len(objs.shape) == 2 or not objs.shape[1] == 4: # <<<<<<<<<<<<<<
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension')
+ * objs = objs.astype(np.double)
+ */
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 179, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_1 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 179, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_8 = ((!((__pyx_t_1 == 2) != 0)) != 0);
+ if (!__pyx_t_8) {
+ } else {
+ __pyx_t_2 = __pyx_t_8;
+ goto __pyx_L7_bool_binop_done;
+ }
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 179, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_GetItemInt(__pyx_t_3, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 179, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_PyInt_EqObjC(__pyx_t_4, __pyx_int_4, 4, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 179, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 179, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_9 = ((!__pyx_t_8) != 0);
+ __pyx_t_2 = __pyx_t_9;
+ __pyx_L7_bool_binop_done:;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":180
+ * # check if it's Nx4 bbox
+ * if not len(objs.shape) == 2 or not objs.shape[1] == 4:
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension') # <<<<<<<<<<<<<<
+ * objs = objs.astype(np.double)
+ * elif type(objs) == list:
+ */
+ __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 180, __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(0, 180, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":179
+ * objs = objs.reshape((objs[0], 1))
+ * # check if it's Nx4 bbox
+ * if not len(objs.shape) == 2 or not objs.shape[1] == 4: # <<<<<<<<<<<<<<
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension')
+ * objs = objs.astype(np.double)
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":181
+ * if not len(objs.shape) == 2 or not objs.shape[1] == 4:
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension')
+ * objs = objs.astype(np.double) # <<<<<<<<<<<<<<
+ * elif type(objs) == list:
+ * # check if list is in box format and convert it to np.ndarray
+ */
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_astype); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_7 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_double); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = NULL;
+ if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
+ __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_4);
+ if (likely(__pyx_t_7)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
+ __Pyx_INCREF(__pyx_t_7);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_4, function);
+ }
+ }
+ if (!__pyx_t_7) {
+ __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_6); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_4)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_7, __pyx_t_6};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_4, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_4)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_7, __pyx_t_6};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_4, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_7); __pyx_t_7 = NULL;
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 181, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF_SET(__pyx_v_objs, __pyx_t_3);
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":175
+ * if len(objs) == 0:
+ * return objs
+ * if type(objs) == np.ndarray: # <<<<<<<<<<<<<<
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((objs[0], 1))
+ */
+ goto __pyx_L4;
+ }
+
+ /* "pycocotools/_mask.pyx":182
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension')
+ * objs = objs.astype(np.double)
+ * elif type(objs) == list: # <<<<<<<<<<<<<<
+ * # check if list is in box format and convert it to np.ndarray
+ * isbox = np.all(np.array([(len(obj)==4) and ((type(obj)==list) or (type(obj)==np.ndarray)) for obj in objs]))
+ */
+ __pyx_t_3 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_objs)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 182, __pyx_L1_error)
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 182, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":184
+ * elif type(objs) == list:
+ * # check if list is in box format and convert it to np.ndarray
+ * isbox = np.all(np.array([(len(obj)==4) and ((type(obj)==list) or (type(obj)==np.ndarray)) for obj in objs])) # <<<<<<<<<<<<<<
+ * isrle = np.all(np.array([type(obj) == dict for obj in objs]))
+ * if isbox:
+ */
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_all); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_array); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = PyList_New(0); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ if (likely(PyList_CheckExact(__pyx_v_objs)) || PyTuple_CheckExact(__pyx_v_objs)) {
+ __pyx_t_10 = __pyx_v_objs; __Pyx_INCREF(__pyx_t_10); __pyx_t_1 = 0;
+ __pyx_t_11 = NULL;
+ } else {
+ __pyx_t_1 = -1; __pyx_t_10 = PyObject_GetIter(__pyx_v_objs); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_11 = Py_TYPE(__pyx_t_10)->tp_iternext; if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 184, __pyx_L1_error)
+ }
+ for (;;) {
+ if (likely(!__pyx_t_11)) {
+ if (likely(PyList_CheckExact(__pyx_t_10))) {
+ if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_12 = PyList_GET_ITEM(__pyx_t_10, __pyx_t_1); __Pyx_INCREF(__pyx_t_12); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 184, __pyx_L1_error)
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_10, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ #endif
+ } else {
+ if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_10)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_12 = PyTuple_GET_ITEM(__pyx_t_10, __pyx_t_1); __Pyx_INCREF(__pyx_t_12); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 184, __pyx_L1_error)
+ #else
+ __pyx_t_12 = PySequence_ITEM(__pyx_t_10, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ #endif
+ }
+ } else {
+ __pyx_t_12 = __pyx_t_11(__pyx_t_10);
+ if (unlikely(!__pyx_t_12)) {
+ PyObject* exc_type = PyErr_Occurred();
+ if (exc_type) {
+ if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
+ else __PYX_ERR(0, 184, __pyx_L1_error)
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_12);
+ }
+ __Pyx_XDECREF_SET(__pyx_v_obj, __pyx_t_12);
+ __pyx_t_12 = 0;
+ __pyx_t_13 = PyObject_Length(__pyx_v_obj); if (unlikely(__pyx_t_13 == -1)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __pyx_t_2 = (__pyx_t_13 == 4);
+ if (__pyx_t_2) {
+ } else {
+ __pyx_t_14 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_14);
+ __pyx_t_12 = __pyx_t_14;
+ __pyx_t_14 = 0;
+ goto __pyx_L11_bool_binop_done;
+ }
+ __pyx_t_14 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_obj)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_14); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 184, __pyx_L1_error)
+ if (!__pyx_t_2) {
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ } else {
+ __Pyx_INCREF(__pyx_t_14);
+ __pyx_t_12 = __pyx_t_14;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ goto __pyx_L11_bool_binop_done;
+ }
+ __pyx_t_14 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_obj)), ((PyObject *)__pyx_ptype_5numpy_ndarray), Py_EQ); __Pyx_XGOTREF(__pyx_t_14); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_INCREF(__pyx_t_14);
+ __pyx_t_12 = __pyx_t_14;
+ __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
+ __pyx_L11_bool_binop_done:;
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_6, (PyObject*)__pyx_t_12))) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __pyx_t_10 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_7))) {
+ __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_7);
+ if (likely(__pyx_t_10)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_7, function);
+ }
+ }
+ if (!__pyx_t_10) {
+ __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_6); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_7)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_10, __pyx_t_6};
+ __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_7, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_7)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_10, __pyx_t_6};
+ __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_7, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_10); PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_10); __pyx_t_10 = NULL;
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_12, 0+1, __pyx_t_6);
+ __pyx_t_6 = 0;
+ __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_12, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
+ __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
+ if (likely(__pyx_t_7)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
+ __Pyx_INCREF(__pyx_t_7);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_5, function);
+ }
+ }
+ if (!__pyx_t_7) {
+ __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_5)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_7, __pyx_t_4};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_5, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_7, __pyx_t_4};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_5, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_7); __pyx_t_7 = NULL;
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_12, 0+1, __pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_12, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 184, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_isbox = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":185
+ * # check if list is in box format and convert it to np.ndarray
+ * isbox = np.all(np.array([(len(obj)==4) and ((type(obj)==list) or (type(obj)==np.ndarray)) for obj in objs]))
+ * isrle = np.all(np.array([type(obj) == dict for obj in objs])) # <<<<<<<<<<<<<<
+ * if isbox:
+ * objs = np.array(objs, dtype=np.double)
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_all); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_array); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ if (likely(PyList_CheckExact(__pyx_v_objs)) || PyTuple_CheckExact(__pyx_v_objs)) {
+ __pyx_t_6 = __pyx_v_objs; __Pyx_INCREF(__pyx_t_6); __pyx_t_1 = 0;
+ __pyx_t_11 = NULL;
+ } else {
+ __pyx_t_1 = -1; __pyx_t_6 = PyObject_GetIter(__pyx_v_objs); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_11 = Py_TYPE(__pyx_t_6)->tp_iternext; if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 185, __pyx_L1_error)
+ }
+ for (;;) {
+ if (likely(!__pyx_t_11)) {
+ if (likely(PyList_CheckExact(__pyx_t_6))) {
+ if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_10 = PyList_GET_ITEM(__pyx_t_6, __pyx_t_1); __Pyx_INCREF(__pyx_t_10); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 185, __pyx_L1_error)
+ #else
+ __pyx_t_10 = PySequence_ITEM(__pyx_t_6, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ #endif
+ } else {
+ if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_6)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_10 = PyTuple_GET_ITEM(__pyx_t_6, __pyx_t_1); __Pyx_INCREF(__pyx_t_10); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 185, __pyx_L1_error)
+ #else
+ __pyx_t_10 = PySequence_ITEM(__pyx_t_6, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ #endif
+ }
+ } else {
+ __pyx_t_10 = __pyx_t_11(__pyx_t_6);
+ if (unlikely(!__pyx_t_10)) {
+ PyObject* exc_type = PyErr_Occurred();
+ if (exc_type) {
+ if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
+ else __PYX_ERR(0, 185, __pyx_L1_error)
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_10);
+ }
+ __Pyx_XDECREF_SET(__pyx_v_obj, __pyx_t_10);
+ __pyx_t_10 = 0;
+ __pyx_t_10 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_obj)), ((PyObject *)(&PyDict_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 185, __pyx_L1_error)
+ if (unlikely(__Pyx_ListComp_Append(__pyx_t_4, (PyObject*)__pyx_t_10))) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_7))) {
+ __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_7);
+ if (likely(__pyx_t_6)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_7, function);
+ }
+ }
+ if (!__pyx_t_6) {
+ __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_5);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_7)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_6, __pyx_t_4};
+ __pyx_t_5 = __Pyx_PyFunction_FastCall(__pyx_t_7, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_7)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_6, __pyx_t_4};
+ __pyx_t_5 = __Pyx_PyCFunction_FastCall(__pyx_t_7, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_10 = PyTuple_New(1+1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_6); __pyx_t_6 = NULL;
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_10, 0+1, __pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_10, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_12))) {
+ __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_12);
+ if (likely(__pyx_t_7)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_12);
+ __Pyx_INCREF(__pyx_t_7);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_12, function);
+ }
+ }
+ if (!__pyx_t_7) {
+ __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_12, __pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_12)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_7, __pyx_t_5};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_12, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_12)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_7, __pyx_t_5};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_12, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_10 = PyTuple_New(1+1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_7); __pyx_t_7 = NULL;
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_10, 0+1, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_12, __pyx_t_10, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 185, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __pyx_v_isrle = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":186
+ * isbox = np.all(np.array([(len(obj)==4) and ((type(obj)==list) or (type(obj)==np.ndarray)) for obj in objs]))
+ * isrle = np.all(np.array([type(obj) == dict for obj in objs]))
+ * if isbox: # <<<<<<<<<<<<<<
+ * objs = np.array(objs, dtype=np.double)
+ * if len(objs.shape) == 1:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_isbox); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 186, __pyx_L1_error)
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":187
+ * isrle = np.all(np.array([type(obj) == dict for obj in objs]))
+ * if isbox:
+ * objs = np.array(objs, dtype=np.double) # <<<<<<<<<<<<<<
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((1,objs.shape[0]))
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_array); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_v_objs);
+ __Pyx_GIVEREF(__pyx_v_objs);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_objs);
+ __pyx_t_10 = PyDict_New(); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_double); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (PyDict_SetItem(__pyx_t_10, __pyx_n_s_dtype, __pyx_t_7) < 0) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_12, __pyx_t_3, __pyx_t_10); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 187, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF_SET(__pyx_v_objs, __pyx_t_7);
+ __pyx_t_7 = 0;
+
+ /* "pycocotools/_mask.pyx":188
+ * if isbox:
+ * objs = np.array(objs, dtype=np.double)
+ * if len(objs.shape) == 1: # <<<<<<<<<<<<<<
+ * objs = objs.reshape((1,objs.shape[0]))
+ * elif isrle:
+ */
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_shape); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 188, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_1 = PyObject_Length(__pyx_t_7); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 188, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_2 = ((__pyx_t_1 == 1) != 0);
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":189
+ * objs = np.array(objs, dtype=np.double)
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((1,objs.shape[0])) # <<<<<<<<<<<<<<
+ * elif isrle:
+ * objs = _frString(objs)
+ */
+ __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_reshape); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_objs, __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_12 = __Pyx_GetItemInt(__pyx_t_3, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_12);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_INCREF(__pyx_int_1);
+ __Pyx_GIVEREF(__pyx_int_1);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_int_1);
+ __Pyx_GIVEREF(__pyx_t_12);
+ PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_12);
+ __pyx_t_12 = 0;
+ __pyx_t_12 = NULL;
+ if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_10))) {
+ __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_10);
+ if (likely(__pyx_t_12)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_12);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_10, function);
+ }
+ }
+ if (!__pyx_t_12) {
+ __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_3); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_10)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_12, __pyx_t_3};
+ __pyx_t_7 = __Pyx_PyFunction_FastCall(__pyx_t_10, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_10)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_12, __pyx_t_3};
+ __pyx_t_7 = __Pyx_PyCFunction_FastCall(__pyx_t_10, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_12); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_12); __pyx_t_12 = NULL;
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
+ __pyx_t_3 = 0;
+ __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_5, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 189, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF_SET(__pyx_v_objs, __pyx_t_7);
+ __pyx_t_7 = 0;
+
+ /* "pycocotools/_mask.pyx":188
+ * if isbox:
+ * objs = np.array(objs, dtype=np.double)
+ * if len(objs.shape) == 1: # <<<<<<<<<<<<<<
+ * objs = objs.reshape((1,objs.shape[0]))
+ * elif isrle:
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":186
+ * isbox = np.all(np.array([(len(obj)==4) and ((type(obj)==list) or (type(obj)==np.ndarray)) for obj in objs]))
+ * isrle = np.all(np.array([type(obj) == dict for obj in objs]))
+ * if isbox: # <<<<<<<<<<<<<<
+ * objs = np.array(objs, dtype=np.double)
+ * if len(objs.shape) == 1:
+ */
+ goto __pyx_L16;
+ }
+
+ /* "pycocotools/_mask.pyx":190
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((1,objs.shape[0]))
+ * elif isrle: # <<<<<<<<<<<<<<
+ * objs = _frString(objs)
+ * else:
+ */
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_isrle); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 190, __pyx_L1_error)
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":191
+ * objs = objs.reshape((1,objs.shape[0]))
+ * elif isrle:
+ * objs = _frString(objs) # <<<<<<<<<<<<<<
+ * else:
+ * raise Exception('list input can be bounding box (Nx4) or RLEs ([RLE])')
+ */
+ __pyx_t_10 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 191, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __pyx_t_5 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_10))) {
+ __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_10);
+ if (likely(__pyx_t_5)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_10);
+ __Pyx_INCREF(__pyx_t_5);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_10, function);
+ }
+ }
+ if (!__pyx_t_5) {
+ __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_v_objs); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 191, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_10)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_5, __pyx_v_objs};
+ __pyx_t_7 = __Pyx_PyFunction_FastCall(__pyx_t_10, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 191, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_10)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_5, __pyx_v_objs};
+ __pyx_t_7 = __Pyx_PyCFunction_FastCall(__pyx_t_10, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 191, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ } else
+ #endif
+ {
+ __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 191, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __pyx_t_5 = NULL;
+ __Pyx_INCREF(__pyx_v_objs);
+ __Pyx_GIVEREF(__pyx_v_objs);
+ PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_objs);
+ __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_3, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 191, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_DECREF_SET(__pyx_v_objs, __pyx_t_7);
+ __pyx_t_7 = 0;
+
+ /* "pycocotools/_mask.pyx":190
+ * if len(objs.shape) == 1:
+ * objs = objs.reshape((1,objs.shape[0]))
+ * elif isrle: # <<<<<<<<<<<<<<
+ * objs = _frString(objs)
+ * else:
+ */
+ goto __pyx_L16;
+ }
+
+ /* "pycocotools/_mask.pyx":193
+ * objs = _frString(objs)
+ * else:
+ * raise Exception('list input can be bounding box (Nx4) or RLEs ([RLE])') # <<<<<<<<<<<<<<
+ * else:
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ */
+ /*else*/ {
+ __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__5, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 193, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_Raise(__pyx_t_7, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __PYX_ERR(0, 193, __pyx_L1_error)
+ }
+ __pyx_L16:;
+
+ /* "pycocotools/_mask.pyx":182
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension')
+ * objs = objs.astype(np.double)
+ * elif type(objs) == list: # <<<<<<<<<<<<<<
+ * # check if list is in box format and convert it to np.ndarray
+ * isbox = np.all(np.array([(len(obj)==4) and ((type(obj)==list) or (type(obj)==np.ndarray)) for obj in objs]))
+ */
+ goto __pyx_L4;
+ }
+
+ /* "pycocotools/_mask.pyx":195
+ * raise Exception('list input can be bounding box (Nx4) or RLEs ([RLE])')
+ * else:
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.') # <<<<<<<<<<<<<<
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ */
+ /*else*/ {
+ __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 195, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_Raise(__pyx_t_7, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __PYX_ERR(0, 195, __pyx_L1_error)
+ }
+ __pyx_L4:;
+
+ /* "pycocotools/_mask.pyx":196
+ * else:
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ * return objs # <<<<<<<<<<<<<<
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":172
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ):
+ * def _preproc(objs): # <<<<<<<<<<<<<<
+ * if len(objs) == 0:
+ * return objs
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_XDECREF(__pyx_t_12);
+ __Pyx_XDECREF(__pyx_t_14);
+ __Pyx_AddTraceback("pycocotools._mask.iou._preproc", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_isbox);
+ __Pyx_XDECREF(__pyx_v_isrle);
+ __Pyx_XDECREF(__pyx_v_obj);
+ __Pyx_XDECREF(__pyx_v_objs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":197
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_3_rleIou(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_3iou_3_rleIou = {"_rleIou", (PyCFunction)__pyx_pw_11pycocotools_5_mask_3iou_3_rleIou, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_3_rleIou(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_dt = 0;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_gt = 0;
+ PyArrayObject *__pyx_v_iscrowd = 0;
+ siz __pyx_v_m;
+ siz __pyx_v_n;
+ PyArrayObject *__pyx_v__iou = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_rleIou (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dt,&__pyx_n_s_gt,&__pyx_n_s_iscrowd,&__pyx_n_s_m,&__pyx_n_s_n,&__pyx_n_s_iou,0};
+ PyObject* values[6] = {0,0,0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_dt)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_gt)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_rleIou", 1, 6, 6, 1); __PYX_ERR(0, 197, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_iscrowd)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_rleIou", 1, 6, 6, 2); __PYX_ERR(0, 197, __pyx_L3_error)
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_m)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_rleIou", 1, 6, 6, 3); __PYX_ERR(0, 197, __pyx_L3_error)
+ }
+ case 4:
+ if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_n)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_rleIou", 1, 6, 6, 4); __PYX_ERR(0, 197, __pyx_L3_error)
+ }
+ case 5:
+ if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_iou)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_rleIou", 1, 6, 6, 5); __PYX_ERR(0, 197, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_rleIou") < 0)) __PYX_ERR(0, 197, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 6) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ }
+ __pyx_v_dt = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)values[0]);
+ __pyx_v_gt = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)values[1]);
+ __pyx_v_iscrowd = ((PyArrayObject *)values[2]);
+ __pyx_v_m = __Pyx_PyInt_As_siz(values[3]); if (unlikely((__pyx_v_m == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 197, __pyx_L3_error)
+ __pyx_v_n = __Pyx_PyInt_As_siz(values[4]); if (unlikely((__pyx_v_n == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 197, __pyx_L3_error)
+ __pyx_v__iou = ((PyArrayObject *)values[5]);
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("_rleIou", 1, 6, 6, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 197, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.iou._rleIou", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dt), __pyx_ptype_11pycocotools_5_mask_RLEs, 1, "dt", 0))) __PYX_ERR(0, 197, __pyx_L1_error)
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt), __pyx_ptype_11pycocotools_5_mask_RLEs, 1, "gt", 0))) __PYX_ERR(0, 197, __pyx_L1_error)
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_iscrowd), __pyx_ptype_5numpy_ndarray, 1, "iscrowd", 0))) __PYX_ERR(0, 197, __pyx_L1_error)
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v__iou), __pyx_ptype_5numpy_ndarray, 1, "_iou", 0))) __PYX_ERR(0, 197, __pyx_L1_error)
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_3iou_2_rleIou(__pyx_self, __pyx_v_dt, __pyx_v_gt, __pyx_v_iscrowd, __pyx_v_m, __pyx_v_n, __pyx_v__iou);
+
+ /* function exit code */
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou_2_rleIou(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_dt, struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_gt, PyArrayObject *__pyx_v_iscrowd, siz __pyx_v_m, siz __pyx_v_n, PyArrayObject *__pyx_v__iou) {
+ __Pyx_LocalBuf_ND __pyx_pybuffernd__iou;
+ __Pyx_Buffer __pyx_pybuffer__iou;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_iscrowd;
+ __Pyx_Buffer __pyx_pybuffer_iscrowd;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_rleIou", 0);
+ __pyx_pybuffer_iscrowd.pybuffer.buf = NULL;
+ __pyx_pybuffer_iscrowd.refcount = 0;
+ __pyx_pybuffernd_iscrowd.data = NULL;
+ __pyx_pybuffernd_iscrowd.rcbuffer = &__pyx_pybuffer_iscrowd;
+ __pyx_pybuffer__iou.pybuffer.buf = NULL;
+ __pyx_pybuffer__iou.refcount = 0;
+ __pyx_pybuffernd__iou.data = NULL;
+ __pyx_pybuffernd__iou.rcbuffer = &__pyx_pybuffer__iou;
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer, (PyObject*)__pyx_v_iscrowd, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) __PYX_ERR(0, 197, __pyx_L1_error)
+ }
+ __pyx_pybuffernd_iscrowd.diminfo[0].strides = __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_iscrowd.diminfo[0].shape = __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.shape[0];
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd__iou.rcbuffer->pybuffer, (PyObject*)__pyx_v__iou, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) __PYX_ERR(0, 197, __pyx_L1_error)
+ }
+ __pyx_pybuffernd__iou.diminfo[0].strides = __pyx_pybuffernd__iou.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd__iou.diminfo[0].shape = __pyx_pybuffernd__iou.rcbuffer->pybuffer.shape[0];
+
+ /* "pycocotools/_mask.pyx":198
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data ) # <<<<<<<<<<<<<<
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ */
+ rleIou(((RLE *)__pyx_v_dt->_R), ((RLE *)__pyx_v_gt->_R), __pyx_v_m, __pyx_v_n, ((byte *)__pyx_v_iscrowd->data), ((double *)__pyx_v__iou->data));
+
+ /* "pycocotools/_mask.pyx":197
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ */
+
+ /* function exit code */
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ { 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__iou.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.iou._rleIou", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd__iou.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":199
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj):
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_5_bbIou(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_3iou_5_bbIou = {"_bbIou", (PyCFunction)__pyx_pw_11pycocotools_5_mask_3iou_5_bbIou, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_5_bbIou(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyArrayObject *__pyx_v_dt = 0;
+ PyArrayObject *__pyx_v_gt = 0;
+ PyArrayObject *__pyx_v_iscrowd = 0;
+ siz __pyx_v_m;
+ siz __pyx_v_n;
+ PyArrayObject *__pyx_v__iou = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_bbIou (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dt,&__pyx_n_s_gt,&__pyx_n_s_iscrowd,&__pyx_n_s_m,&__pyx_n_s_n,&__pyx_n_s_iou,0};
+ PyObject* values[6] = {0,0,0,0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_dt)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_gt)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_bbIou", 1, 6, 6, 1); __PYX_ERR(0, 199, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_iscrowd)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_bbIou", 1, 6, 6, 2); __PYX_ERR(0, 199, __pyx_L3_error)
+ }
+ case 3:
+ if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_m)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_bbIou", 1, 6, 6, 3); __PYX_ERR(0, 199, __pyx_L3_error)
+ }
+ case 4:
+ if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_n)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_bbIou", 1, 6, 6, 4); __PYX_ERR(0, 199, __pyx_L3_error)
+ }
+ case 5:
+ if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_iou)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("_bbIou", 1, 6, 6, 5); __PYX_ERR(0, 199, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_bbIou") < 0)) __PYX_ERR(0, 199, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 6) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
+ values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
+ values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
+ }
+ __pyx_v_dt = ((PyArrayObject *)values[0]);
+ __pyx_v_gt = ((PyArrayObject *)values[1]);
+ __pyx_v_iscrowd = ((PyArrayObject *)values[2]);
+ __pyx_v_m = __Pyx_PyInt_As_siz(values[3]); if (unlikely((__pyx_v_m == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 199, __pyx_L3_error)
+ __pyx_v_n = __Pyx_PyInt_As_siz(values[4]); if (unlikely((__pyx_v_n == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 199, __pyx_L3_error)
+ __pyx_v__iou = ((PyArrayObject *)values[5]);
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("_bbIou", 1, 6, 6, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 199, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.iou._bbIou", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dt), __pyx_ptype_5numpy_ndarray, 1, "dt", 0))) __PYX_ERR(0, 199, __pyx_L1_error)
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt), __pyx_ptype_5numpy_ndarray, 1, "gt", 0))) __PYX_ERR(0, 199, __pyx_L1_error)
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_iscrowd), __pyx_ptype_5numpy_ndarray, 1, "iscrowd", 0))) __PYX_ERR(0, 199, __pyx_L1_error)
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v__iou), __pyx_ptype_5numpy_ndarray, 1, "_iou", 0))) __PYX_ERR(0, 199, __pyx_L1_error)
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_3iou_4_bbIou(__pyx_self, __pyx_v_dt, __pyx_v_gt, __pyx_v_iscrowd, __pyx_v_m, __pyx_v_n, __pyx_v__iou);
+
+ /* function exit code */
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou_4_bbIou(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dt, PyArrayObject *__pyx_v_gt, PyArrayObject *__pyx_v_iscrowd, siz __pyx_v_m, siz __pyx_v_n, PyArrayObject *__pyx_v__iou) {
+ __Pyx_LocalBuf_ND __pyx_pybuffernd__iou;
+ __Pyx_Buffer __pyx_pybuffer__iou;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_dt;
+ __Pyx_Buffer __pyx_pybuffer_dt;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_gt;
+ __Pyx_Buffer __pyx_pybuffer_gt;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_iscrowd;
+ __Pyx_Buffer __pyx_pybuffer_iscrowd;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_bbIou", 0);
+ __pyx_pybuffer_dt.pybuffer.buf = NULL;
+ __pyx_pybuffer_dt.refcount = 0;
+ __pyx_pybuffernd_dt.data = NULL;
+ __pyx_pybuffernd_dt.rcbuffer = &__pyx_pybuffer_dt;
+ __pyx_pybuffer_gt.pybuffer.buf = NULL;
+ __pyx_pybuffer_gt.refcount = 0;
+ __pyx_pybuffernd_gt.data = NULL;
+ __pyx_pybuffernd_gt.rcbuffer = &__pyx_pybuffer_gt;
+ __pyx_pybuffer_iscrowd.pybuffer.buf = NULL;
+ __pyx_pybuffer_iscrowd.refcount = 0;
+ __pyx_pybuffernd_iscrowd.data = NULL;
+ __pyx_pybuffernd_iscrowd.rcbuffer = &__pyx_pybuffer_iscrowd;
+ __pyx_pybuffer__iou.pybuffer.buf = NULL;
+ __pyx_pybuffer__iou.refcount = 0;
+ __pyx_pybuffernd__iou.data = NULL;
+ __pyx_pybuffernd__iou.rcbuffer = &__pyx_pybuffer__iou;
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_dt.rcbuffer->pybuffer, (PyObject*)__pyx_v_dt, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 199, __pyx_L1_error)
+ }
+ __pyx_pybuffernd_dt.diminfo[0].strides = __pyx_pybuffernd_dt.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_dt.diminfo[0].shape = __pyx_pybuffernd_dt.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_dt.diminfo[1].strides = __pyx_pybuffernd_dt.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_dt.diminfo[1].shape = __pyx_pybuffernd_dt.rcbuffer->pybuffer.shape[1];
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_gt.rcbuffer->pybuffer, (PyObject*)__pyx_v_gt, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 199, __pyx_L1_error)
+ }
+ __pyx_pybuffernd_gt.diminfo[0].strides = __pyx_pybuffernd_gt.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_gt.diminfo[0].shape = __pyx_pybuffernd_gt.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_gt.diminfo[1].strides = __pyx_pybuffernd_gt.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_gt.diminfo[1].shape = __pyx_pybuffernd_gt.rcbuffer->pybuffer.shape[1];
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer, (PyObject*)__pyx_v_iscrowd, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) __PYX_ERR(0, 199, __pyx_L1_error)
+ }
+ __pyx_pybuffernd_iscrowd.diminfo[0].strides = __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_iscrowd.diminfo[0].shape = __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.shape[0];
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd__iou.rcbuffer->pybuffer, (PyObject*)__pyx_v__iou, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) __PYX_ERR(0, 199, __pyx_L1_error)
+ }
+ __pyx_pybuffernd__iou.diminfo[0].strides = __pyx_pybuffernd__iou.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd__iou.diminfo[0].shape = __pyx_pybuffernd__iou.rcbuffer->pybuffer.shape[0];
+
+ /* "pycocotools/_mask.pyx":200
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data ) # <<<<<<<<<<<<<<
+ * def _len(obj):
+ * cdef siz N = 0
+ */
+ bbIou(((BB)__pyx_v_dt->data), ((BB)__pyx_v_gt->data), __pyx_v_m, __pyx_v_n, ((byte *)__pyx_v_iscrowd->data), ((double *)__pyx_v__iou->data));
+
+ /* "pycocotools/_mask.pyx":199
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj):
+ */
+
+ /* function exit code */
+ __pyx_r = Py_None; __Pyx_INCREF(Py_None);
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ { 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__iou.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dt.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_gt.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.iou._bbIou", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd__iou.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dt.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_gt.rcbuffer->pybuffer);
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":201
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj): # <<<<<<<<<<<<<<
+ * cdef siz N = 0
+ * if type(obj) == RLEs:
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_7_len(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_3iou_7_len = {"_len", (PyCFunction)__pyx_pw_11pycocotools_5_mask_3iou_7_len, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_3iou_7_len(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("_len (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_3iou_6_len(__pyx_self, ((PyObject *)__pyx_v_obj));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_3iou_6_len(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
+ siz __pyx_v_N;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ siz __pyx_t_3;
+ Py_ssize_t __pyx_t_4;
+ PyObject *__pyx_t_5 = NULL;
+ __Pyx_RefNannySetupContext("_len", 0);
+
+ /* "pycocotools/_mask.pyx":202
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj):
+ * cdef siz N = 0 # <<<<<<<<<<<<<<
+ * if type(obj) == RLEs:
+ * N = obj.n
+ */
+ __pyx_v_N = 0;
+
+ /* "pycocotools/_mask.pyx":203
+ * def _len(obj):
+ * cdef siz N = 0
+ * if type(obj) == RLEs: # <<<<<<<<<<<<<<
+ * N = obj.n
+ * elif len(obj)==0:
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_obj)), ((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 203, __pyx_L1_error)
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 203, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":204
+ * cdef siz N = 0
+ * if type(obj) == RLEs:
+ * N = obj.n # <<<<<<<<<<<<<<
+ * elif len(obj)==0:
+ * pass
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_obj, __pyx_n_s_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 204, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_3 = __Pyx_PyInt_As_siz(__pyx_t_1); if (unlikely((__pyx_t_3 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 204, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_N = __pyx_t_3;
+
+ /* "pycocotools/_mask.pyx":203
+ * def _len(obj):
+ * cdef siz N = 0
+ * if type(obj) == RLEs: # <<<<<<<<<<<<<<
+ * N = obj.n
+ * elif len(obj)==0:
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":205
+ * if type(obj) == RLEs:
+ * N = obj.n
+ * elif len(obj)==0: # <<<<<<<<<<<<<<
+ * pass
+ * elif type(obj) == np.ndarray:
+ */
+ __pyx_t_4 = PyObject_Length(__pyx_v_obj); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(0, 205, __pyx_L1_error)
+ __pyx_t_2 = ((__pyx_t_4 == 0) != 0);
+ if (__pyx_t_2) {
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":207
+ * elif len(obj)==0:
+ * pass
+ * elif type(obj) == np.ndarray: # <<<<<<<<<<<<<<
+ * N = obj.shape[0]
+ * return N
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_obj)), ((PyObject *)__pyx_ptype_5numpy_ndarray), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 207, __pyx_L1_error)
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 207, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":208
+ * pass
+ * elif type(obj) == np.ndarray:
+ * N = obj.shape[0] # <<<<<<<<<<<<<<
+ * return N
+ * # convert iscrowd to numpy array
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_obj, __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 208, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 208, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_3 = __Pyx_PyInt_As_siz(__pyx_t_5); if (unlikely((__pyx_t_3 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 208, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_N = __pyx_t_3;
+
+ /* "pycocotools/_mask.pyx":207
+ * elif len(obj)==0:
+ * pass
+ * elif type(obj) == np.ndarray: # <<<<<<<<<<<<<<
+ * N = obj.shape[0]
+ * return N
+ */
+ }
+ __pyx_L3:;
+
+ /* "pycocotools/_mask.pyx":209
+ * elif type(obj) == np.ndarray:
+ * N = obj.shape[0]
+ * return N # <<<<<<<<<<<<<<
+ * # convert iscrowd to numpy array
+ * cdef np.ndarray[np.uint8_t, ndim=1] iscrowd = np.array(pyiscrowd, dtype=np.uint8)
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = __Pyx_PyInt_From_siz(__pyx_v_N); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 209, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_r = __pyx_t_5;
+ __pyx_t_5 = 0;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":201
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj): # <<<<<<<<<<<<<<
+ * cdef siz N = 0
+ * if type(obj) == RLEs:
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_AddTraceback("pycocotools._mask.iou._len", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":171
+ *
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ): # <<<<<<<<<<<<<<
+ * def _preproc(objs):
+ * if len(objs) == 0:
+ */
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_12iou(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dt, PyObject *__pyx_v_gt, PyObject *__pyx_v_pyiscrowd) {
+ PyObject *__pyx_v__preproc = 0;
+ PyObject *__pyx_v__rleIou = 0;
+ PyObject *__pyx_v__bbIou = 0;
+ PyObject *__pyx_v__len = 0;
+ PyArrayObject *__pyx_v_iscrowd = 0;
+ siz __pyx_v_m;
+ siz __pyx_v_n;
+ double *__pyx_v__iou;
+ npy_intp __pyx_v_shape[1];
+ PyObject *__pyx_v__iouFun = NULL;
+ PyObject *__pyx_v_iou = NULL;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_iscrowd;
+ __Pyx_Buffer __pyx_pybuffer_iscrowd;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyArrayObject *__pyx_t_6 = NULL;
+ siz __pyx_t_7;
+ int __pyx_t_8;
+ int __pyx_t_9;
+ int __pyx_t_10;
+ PyObject *__pyx_t_11 = NULL;
+ __Pyx_RefNannySetupContext("iou", 0);
+ __Pyx_INCREF(__pyx_v_dt);
+ __Pyx_INCREF(__pyx_v_gt);
+ __pyx_pybuffer_iscrowd.pybuffer.buf = NULL;
+ __pyx_pybuffer_iscrowd.refcount = 0;
+ __pyx_pybuffernd_iscrowd.data = NULL;
+ __pyx_pybuffernd_iscrowd.rcbuffer = &__pyx_pybuffer_iscrowd;
+
+ /* "pycocotools/_mask.pyx":172
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ):
+ * def _preproc(objs): # <<<<<<<<<<<<<<
+ * if len(objs) == 0:
+ * return objs
+ */
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_3iou_1_preproc, 0, __pyx_n_s_iou_locals__preproc, NULL, __pyx_n_s_pycocotools__mask, __pyx_d, ((PyObject *)__pyx_codeobj__8)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 172, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v__preproc = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":197
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ */
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_3iou_3_rleIou, 0, __pyx_n_s_iou_locals__rleIou, NULL, __pyx_n_s_pycocotools__mask, __pyx_d, ((PyObject *)__pyx_codeobj__10)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 197, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v__rleIou = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":199
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj):
+ */
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_3iou_5_bbIou, 0, __pyx_n_s_iou_locals__bbIou, NULL, __pyx_n_s_pycocotools__mask, __pyx_d, ((PyObject *)__pyx_codeobj__12)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 199, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v__bbIou = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":201
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj): # <<<<<<<<<<<<<<
+ * cdef siz N = 0
+ * if type(obj) == RLEs:
+ */
+ __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_3iou_7_len, 0, __pyx_n_s_iou_locals__len, NULL, __pyx_n_s_pycocotools__mask, __pyx_d, ((PyObject *)__pyx_codeobj__14)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 201, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_v__len = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":211
+ * return N
+ * # convert iscrowd to numpy array
+ * cdef np.ndarray[np.uint8_t, ndim=1] iscrowd = np.array(pyiscrowd, dtype=np.uint8) # <<<<<<<<<<<<<<
+ * # simple type checking
+ * cdef siz m, n
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_array); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_INCREF(__pyx_v_pyiscrowd);
+ __Pyx_GIVEREF(__pyx_v_pyiscrowd);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_pyiscrowd);
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_uint8); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_5) < 0) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 211, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 211, __pyx_L1_error)
+ __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
+ __pyx_v_iscrowd = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.buf = NULL;
+ __PYX_ERR(0, 211, __pyx_L1_error)
+ } else {__pyx_pybuffernd_iscrowd.diminfo[0].strides = __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_iscrowd.diminfo[0].shape = __pyx_pybuffernd_iscrowd.rcbuffer->pybuffer.shape[0];
+ }
+ }
+ __pyx_t_6 = 0;
+ __pyx_v_iscrowd = ((PyArrayObject *)__pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":214
+ * # simple type checking
+ * cdef siz m, n
+ * dt = _preproc(dt) # <<<<<<<<<<<<<<
+ * gt = _preproc(gt)
+ * m = _len(dt)
+ */
+ __pyx_t_5 = __pyx_pf_11pycocotools_5_mask_3iou__preproc(__pyx_v__preproc, __pyx_v_dt); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 214, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF_SET(__pyx_v_dt, __pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":215
+ * cdef siz m, n
+ * dt = _preproc(dt)
+ * gt = _preproc(gt) # <<<<<<<<<<<<<<
+ * m = _len(dt)
+ * n = _len(gt)
+ */
+ __pyx_t_5 = __pyx_pf_11pycocotools_5_mask_3iou__preproc(__pyx_v__preproc, __pyx_v_gt); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 215, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF_SET(__pyx_v_gt, __pyx_t_5);
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":216
+ * dt = _preproc(dt)
+ * gt = _preproc(gt)
+ * m = _len(dt) # <<<<<<<<<<<<<<
+ * n = _len(gt)
+ * if m == 0 or n == 0:
+ */
+ __pyx_t_5 = __pyx_pf_11pycocotools_5_mask_3iou_6_len(__pyx_v__len, __pyx_v_dt); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 216, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_7 = __Pyx_PyInt_As_siz(__pyx_t_5); if (unlikely((__pyx_t_7 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 216, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_m = __pyx_t_7;
+
+ /* "pycocotools/_mask.pyx":217
+ * gt = _preproc(gt)
+ * m = _len(dt)
+ * n = _len(gt) # <<<<<<<<<<<<<<
+ * if m == 0 or n == 0:
+ * return []
+ */
+ __pyx_t_5 = __pyx_pf_11pycocotools_5_mask_3iou_6_len(__pyx_v__len, __pyx_v_gt); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 217, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_7 = __Pyx_PyInt_As_siz(__pyx_t_5); if (unlikely((__pyx_t_7 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 217, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_v_n = __pyx_t_7;
+
+ /* "pycocotools/_mask.pyx":218
+ * m = _len(dt)
+ * n = _len(gt)
+ * if m == 0 or n == 0: # <<<<<<<<<<<<<<
+ * return []
+ * if not type(dt) == type(gt):
+ */
+ __pyx_t_9 = ((__pyx_v_m == 0) != 0);
+ if (!__pyx_t_9) {
+ } else {
+ __pyx_t_8 = __pyx_t_9;
+ goto __pyx_L4_bool_binop_done;
+ }
+ __pyx_t_9 = ((__pyx_v_n == 0) != 0);
+ __pyx_t_8 = __pyx_t_9;
+ __pyx_L4_bool_binop_done:;
+ if (__pyx_t_8) {
+
+ /* "pycocotools/_mask.pyx":219
+ * n = _len(gt)
+ * if m == 0 or n == 0:
+ * return [] # <<<<<<<<<<<<<<
+ * if not type(dt) == type(gt):
+ * raise Exception('The dt and gt should have the same data type, either RLEs, list or np.ndarray')
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_5 = PyList_New(0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 219, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_r = __pyx_t_5;
+ __pyx_t_5 = 0;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":218
+ * m = _len(dt)
+ * n = _len(gt)
+ * if m == 0 or n == 0: # <<<<<<<<<<<<<<
+ * return []
+ * if not type(dt) == type(gt):
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":220
+ * if m == 0 or n == 0:
+ * return []
+ * if not type(dt) == type(gt): # <<<<<<<<<<<<<<
+ * raise Exception('The dt and gt should have the same data type, either RLEs, list or np.ndarray')
+ *
+ */
+ __pyx_t_5 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_dt)), ((PyObject *)Py_TYPE(__pyx_v_gt)), Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 220, __pyx_L1_error)
+ __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 220, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_9 = ((!__pyx_t_8) != 0);
+ if (__pyx_t_9) {
+
+ /* "pycocotools/_mask.pyx":221
+ * return []
+ * if not type(dt) == type(gt):
+ * raise Exception('The dt and gt should have the same data type, either RLEs, list or np.ndarray') # <<<<<<<<<<<<<<
+ *
+ * # define local variables
+ */
+ __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__15, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 221, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __PYX_ERR(0, 221, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":220
+ * if m == 0 or n == 0:
+ * return []
+ * if not type(dt) == type(gt): # <<<<<<<<<<<<<<
+ * raise Exception('The dt and gt should have the same data type, either RLEs, list or np.ndarray')
+ *
+ */
+ }
+
+ /* "pycocotools/_mask.pyx":224
+ *
+ * # define local variables
+ * cdef double* _iou = <double*> 0 # <<<<<<<<<<<<<<
+ * cdef np.npy_intp shape[1]
+ * # check type and assign iou function
+ */
+ __pyx_v__iou = ((double *)0);
+
+ /* "pycocotools/_mask.pyx":227
+ * cdef np.npy_intp shape[1]
+ * # check type and assign iou function
+ * if type(dt) == RLEs: # <<<<<<<<<<<<<<
+ * _iouFun = _rleIou
+ * elif type(dt) == np.ndarray:
+ */
+ __pyx_t_5 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_dt)), ((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 227, __pyx_L1_error)
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 227, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (__pyx_t_9) {
+
+ /* "pycocotools/_mask.pyx":228
+ * # check type and assign iou function
+ * if type(dt) == RLEs:
+ * _iouFun = _rleIou # <<<<<<<<<<<<<<
+ * elif type(dt) == np.ndarray:
+ * _iouFun = _bbIou
+ */
+ __Pyx_INCREF(__pyx_v__rleIou);
+ __pyx_v__iouFun = __pyx_v__rleIou;
+
+ /* "pycocotools/_mask.pyx":227
+ * cdef np.npy_intp shape[1]
+ * # check type and assign iou function
+ * if type(dt) == RLEs: # <<<<<<<<<<<<<<
+ * _iouFun = _rleIou
+ * elif type(dt) == np.ndarray:
+ */
+ goto __pyx_L7;
+ }
+
+ /* "pycocotools/_mask.pyx":229
+ * if type(dt) == RLEs:
+ * _iouFun = _rleIou
+ * elif type(dt) == np.ndarray: # <<<<<<<<<<<<<<
+ * _iouFun = _bbIou
+ * else:
+ */
+ __pyx_t_5 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_dt)), ((PyObject *)__pyx_ptype_5numpy_ndarray), Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 229, __pyx_L1_error)
+ __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 229, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (__pyx_t_9) {
+
+ /* "pycocotools/_mask.pyx":230
+ * _iouFun = _rleIou
+ * elif type(dt) == np.ndarray:
+ * _iouFun = _bbIou # <<<<<<<<<<<<<<
+ * else:
+ * raise Exception('input data type not allowed.')
+ */
+ __Pyx_INCREF(__pyx_v__bbIou);
+ __pyx_v__iouFun = __pyx_v__bbIou;
+
+ /* "pycocotools/_mask.pyx":229
+ * if type(dt) == RLEs:
+ * _iouFun = _rleIou
+ * elif type(dt) == np.ndarray: # <<<<<<<<<<<<<<
+ * _iouFun = _bbIou
+ * else:
+ */
+ goto __pyx_L7;
+ }
+
+ /* "pycocotools/_mask.pyx":232
+ * _iouFun = _bbIou
+ * else:
+ * raise Exception('input data type not allowed.') # <<<<<<<<<<<<<<
+ * _iou = <double*> malloc(m*n* sizeof(double))
+ * iou = np.zeros((m*n, ), dtype=np.double)
+ */
+ /*else*/ {
+ __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 232, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_Raise(__pyx_t_5, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __PYX_ERR(0, 232, __pyx_L1_error)
+ }
+ __pyx_L7:;
+
+ /* "pycocotools/_mask.pyx":233
+ * else:
+ * raise Exception('input data type not allowed.')
+ * _iou = <double*> malloc(m*n* sizeof(double)) # <<<<<<<<<<<<<<
+ * iou = np.zeros((m*n, ), dtype=np.double)
+ * shape[0] = <np.npy_intp> m*n
+ */
+ __pyx_v__iou = ((double *)malloc(((__pyx_v_m * __pyx_v_n) * (sizeof(double)))));
+
+ /* "pycocotools/_mask.pyx":234
+ * raise Exception('input data type not allowed.')
+ * _iou = <double*> malloc(m*n* sizeof(double))
+ * iou = np.zeros((m*n, ), dtype=np.double) # <<<<<<<<<<<<<<
+ * shape[0] = <np.npy_intp> m*n
+ * iou = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _iou)
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_PyInt_From_siz((__pyx_v_m * __pyx_v_n)); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_double); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_4) < 0) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 234, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_iou = __pyx_t_4;
+ __pyx_t_4 = 0;
+
+ /* "pycocotools/_mask.pyx":235
+ * _iou = <double*> malloc(m*n* sizeof(double))
+ * iou = np.zeros((m*n, ), dtype=np.double)
+ * shape[0] = <np.npy_intp> m*n # <<<<<<<<<<<<<<
+ * iou = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _iou)
+ * PyArray_ENABLEFLAGS(iou, np.NPY_OWNDATA)
+ */
+ (__pyx_v_shape[0]) = (((npy_intp)__pyx_v_m) * __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":236
+ * iou = np.zeros((m*n, ), dtype=np.double)
+ * shape[0] = <np.npy_intp> m*n
+ * iou = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _iou) # <<<<<<<<<<<<<<
+ * PyArray_ENABLEFLAGS(iou, np.NPY_OWNDATA)
+ * _iouFun(dt, gt, iscrowd, m, n, iou)
+ */
+ __pyx_t_4 = PyArray_SimpleNewFromData(1, __pyx_v_shape, NPY_DOUBLE, __pyx_v__iou); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 236, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF_SET(__pyx_v_iou, __pyx_t_4);
+ __pyx_t_4 = 0;
+
+ /* "pycocotools/_mask.pyx":237
+ * shape[0] = <np.npy_intp> m*n
+ * iou = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _iou)
+ * PyArray_ENABLEFLAGS(iou, np.NPY_OWNDATA) # <<<<<<<<<<<<<<
+ * _iouFun(dt, gt, iscrowd, m, n, iou)
+ * return iou.reshape((m,n), order='F')
+ */
+ if (!(likely(((__pyx_v_iou) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_iou, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 237, __pyx_L1_error)
+ PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_iou), NPY_OWNDATA);
+
+ /* "pycocotools/_mask.pyx":238
+ * iou = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _iou)
+ * PyArray_ENABLEFLAGS(iou, np.NPY_OWNDATA)
+ * _iouFun(dt, gt, iscrowd, m, n, iou) # <<<<<<<<<<<<<<
+ * return iou.reshape((m,n), order='F')
+ *
+ */
+ __pyx_t_1 = __Pyx_PyInt_From_siz(__pyx_v_m); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 238, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = __Pyx_PyInt_From_siz(__pyx_v_n); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 238, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_v__iouFun);
+ __pyx_t_3 = __pyx_v__iouFun; __pyx_t_2 = NULL;
+ __pyx_t_10 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
+ __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
+ if (likely(__pyx_t_2)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_3, function);
+ __pyx_t_10 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[7] = {__pyx_t_2, __pyx_v_dt, __pyx_v_gt, ((PyObject *)__pyx_v_iscrowd), __pyx_t_1, __pyx_t_5, __pyx_v_iou};
+ __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_10, 6+__pyx_t_10); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 238, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[7] = {__pyx_t_2, __pyx_v_dt, __pyx_v_gt, ((PyObject *)__pyx_v_iscrowd), __pyx_t_1, __pyx_t_5, __pyx_v_iou};
+ __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_10, 6+__pyx_t_10); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 238, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_11 = PyTuple_New(6+__pyx_t_10); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 238, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_11);
+ if (__pyx_t_2) {
+ __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_2); __pyx_t_2 = NULL;
+ }
+ __Pyx_INCREF(__pyx_v_dt);
+ __Pyx_GIVEREF(__pyx_v_dt);
+ PyTuple_SET_ITEM(__pyx_t_11, 0+__pyx_t_10, __pyx_v_dt);
+ __Pyx_INCREF(__pyx_v_gt);
+ __Pyx_GIVEREF(__pyx_v_gt);
+ PyTuple_SET_ITEM(__pyx_t_11, 1+__pyx_t_10, __pyx_v_gt);
+ __Pyx_INCREF(((PyObject *)__pyx_v_iscrowd));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_iscrowd));
+ PyTuple_SET_ITEM(__pyx_t_11, 2+__pyx_t_10, ((PyObject *)__pyx_v_iscrowd));
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_11, 3+__pyx_t_10, __pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_11, 4+__pyx_t_10, __pyx_t_5);
+ __Pyx_INCREF(__pyx_v_iou);
+ __Pyx_GIVEREF(__pyx_v_iou);
+ PyTuple_SET_ITEM(__pyx_t_11, 5+__pyx_t_10, __pyx_v_iou);
+ __pyx_t_1 = 0;
+ __pyx_t_5 = 0;
+ __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_11, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 238, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+
+ /* "pycocotools/_mask.pyx":239
+ * PyArray_ENABLEFLAGS(iou, np.NPY_OWNDATA)
+ * _iouFun(dt, gt, iscrowd, m, n, iou)
+ * return iou.reshape((m,n), order='F') # <<<<<<<<<<<<<<
+ *
+ * def toBbox( rleObjs ):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_iou, __pyx_n_s_reshape); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_PyInt_From_siz(__pyx_v_m); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_11 = __Pyx_PyInt_From_siz(__pyx_v_n); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_11);
+ __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_GIVEREF(__pyx_t_3);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_11);
+ PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_11);
+ __pyx_t_3 = 0;
+ __pyx_t_11 = 0;
+ __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_11);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_order, __pyx_n_s_F) < 0) __PYX_ERR(0, 239, __pyx_L1_error)
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_11, __pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 239, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_r = __pyx_t_3;
+ __pyx_t_3 = 0;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":171
+ *
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ): # <<<<<<<<<<<<<<
+ * def _preproc(objs):
+ * if len(objs) == 0:
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_11);
+ { 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_iscrowd.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.iou", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_iscrowd.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XDECREF(__pyx_v__preproc);
+ __Pyx_XDECREF(__pyx_v__rleIou);
+ __Pyx_XDECREF(__pyx_v__bbIou);
+ __Pyx_XDECREF(__pyx_v__len);
+ __Pyx_XDECREF((PyObject *)__pyx_v_iscrowd);
+ __Pyx_XDECREF(__pyx_v__iouFun);
+ __Pyx_XDECREF(__pyx_v_iou);
+ __Pyx_XDECREF(__pyx_v_dt);
+ __Pyx_XDECREF(__pyx_v_gt);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":241
+ * return iou.reshape((m,n), order='F')
+ *
+ * def toBbox( rleObjs ): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef siz n = Rs.n
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_15toBbox(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_15toBbox = {"toBbox", (PyCFunction)__pyx_pw_11pycocotools_5_mask_15toBbox, METH_O, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_15toBbox(PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("toBbox (wrapper)", 0);
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_14toBbox(__pyx_self, ((PyObject *)__pyx_v_rleObjs));
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_14toBbox(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rleObjs) {
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = 0;
+ siz __pyx_v_n;
+ BB __pyx_v__bb;
+ npy_intp __pyx_v_shape[1];
+ PyObject *__pyx_v_bb = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ siz __pyx_t_5;
+ PyObject *__pyx_t_6 = NULL;
+ __Pyx_RefNannySetupContext("toBbox", 0);
+
+ /* "pycocotools/_mask.pyx":242
+ *
+ * def toBbox( rleObjs ):
+ * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<<
+ * cdef siz n = Rs.n
+ * cdef BB _bb = <BB> malloc(4*n* sizeof(double))
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 242, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_3)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_3) {
+ __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rleObjs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 242, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 242, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, __pyx_v_rleObjs};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 242, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 242, __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 = NULL;
+ __Pyx_INCREF(__pyx_v_rleObjs);
+ __Pyx_GIVEREF(__pyx_v_rleObjs);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_rleObjs);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 242, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_11pycocotools_5_mask_RLEs))))) __PYX_ERR(0, 242, __pyx_L1_error)
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":243
+ * def toBbox( rleObjs ):
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef siz n = Rs.n # <<<<<<<<<<<<<<
+ * cdef BB _bb = <BB> malloc(4*n* sizeof(double))
+ * rleToBbox( <const RLE*> Rs._R, _bb, n )
+ */
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_Rs), __pyx_n_s_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 243, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_5 = __Pyx_PyInt_As_siz(__pyx_t_1); if (unlikely((__pyx_t_5 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 243, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_n = __pyx_t_5;
+
+ /* "pycocotools/_mask.pyx":244
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef siz n = Rs.n
+ * cdef BB _bb = <BB> malloc(4*n* sizeof(double)) # <<<<<<<<<<<<<<
+ * rleToBbox( <const RLE*> Rs._R, _bb, n )
+ * cdef np.npy_intp shape[1]
+ */
+ __pyx_v__bb = ((BB)malloc(((4 * __pyx_v_n) * (sizeof(double)))));
+
+ /* "pycocotools/_mask.pyx":245
+ * cdef siz n = Rs.n
+ * cdef BB _bb = <BB> malloc(4*n* sizeof(double))
+ * rleToBbox( <const RLE*> Rs._R, _bb, n ) # <<<<<<<<<<<<<<
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> 4*n
+ */
+ rleToBbox(((RLE const *)__pyx_v_Rs->_R), __pyx_v__bb, __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":247
+ * rleToBbox( <const RLE*> Rs._R, _bb, n )
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> 4*n # <<<<<<<<<<<<<<
+ * bb = np.array((1,4*n), dtype=np.double)
+ * bb = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _bb).reshape((n, 4))
+ */
+ (__pyx_v_shape[0]) = (((npy_intp)4) * __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":248
+ * cdef np.npy_intp shape[1]
+ * shape[0] = <np.npy_intp> 4*n
+ * bb = np.array((1,4*n), dtype=np.double) # <<<<<<<<<<<<<<
+ * bb = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _bb).reshape((n, 4))
+ * PyArray_ENABLEFLAGS(bb, np.NPY_OWNDATA)
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_array); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyInt_From_siz((4 * __pyx_v_n)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_int_1);
+ __Pyx_GIVEREF(__pyx_int_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_int_1);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_double); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_6) < 0) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_4); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 248, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_v_bb = __pyx_t_6;
+ __pyx_t_6 = 0;
+
+ /* "pycocotools/_mask.pyx":249
+ * shape[0] = <np.npy_intp> 4*n
+ * bb = np.array((1,4*n), dtype=np.double)
+ * bb = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _bb).reshape((n, 4)) # <<<<<<<<<<<<<<
+ * PyArray_ENABLEFLAGS(bb, np.NPY_OWNDATA)
+ * return bb
+ */
+ __pyx_t_4 = PyArray_SimpleNewFromData(1, __pyx_v_shape, NPY_DOUBLE, __pyx_v__bb); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_reshape); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __pyx_t_4 = __Pyx_PyInt_From_siz(__pyx_v_n); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
+ __Pyx_INCREF(__pyx_int_4);
+ __Pyx_GIVEREF(__pyx_int_4);
+ PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_4);
+ __pyx_t_4 = 0;
+ __pyx_t_4 = NULL;
+ if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
+ __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1);
+ if (likely(__pyx_t_4)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_1, function);
+ }
+ }
+ if (!__pyx_t_4) {
+ __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_GOTREF(__pyx_t_6);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_4, __pyx_t_2};
+ __pyx_t_6 = __Pyx_PyFunction_FastCall(__pyx_t_1, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_4, __pyx_t_2};
+ __pyx_t_6 = __Pyx_PyCFunction_FastCall(__pyx_t_1, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __pyx_t_4 = NULL;
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 249, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __Pyx_DECREF_SET(__pyx_v_bb, __pyx_t_6);
+ __pyx_t_6 = 0;
+
+ /* "pycocotools/_mask.pyx":250
+ * bb = np.array((1,4*n), dtype=np.double)
+ * bb = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _bb).reshape((n, 4))
+ * PyArray_ENABLEFLAGS(bb, np.NPY_OWNDATA) # <<<<<<<<<<<<<<
+ * return bb
+ *
+ */
+ if (!(likely(((__pyx_v_bb) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_bb, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 250, __pyx_L1_error)
+ PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_bb), NPY_OWNDATA);
+
+ /* "pycocotools/_mask.pyx":251
+ * bb = np.PyArray_SimpleNewFromData(1, shape, np.NPY_DOUBLE, _bb).reshape((n, 4))
+ * PyArray_ENABLEFLAGS(bb, np.NPY_OWNDATA)
+ * return bb # <<<<<<<<<<<<<<
+ *
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_bb);
+ __pyx_r = __pyx_v_bb;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":241
+ * return iou.reshape((m,n), order='F')
+ *
+ * def toBbox( rleObjs ): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef siz n = Rs.n
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_AddTraceback("pycocotools._mask.toBbox", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF(__pyx_v_bb);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":253
+ * return bb
+ *
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef siz n = bb.shape[0]
+ * Rs = RLEs(n)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_17frBbox(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_17frBbox = {"frBbox", (PyCFunction)__pyx_pw_11pycocotools_5_mask_17frBbox, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_17frBbox(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyArrayObject *__pyx_v_bb = 0;
+ siz __pyx_v_h;
+ siz __pyx_v_w;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("frBbox (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_bb,&__pyx_n_s_h,&__pyx_n_s_w,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_bb)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frBbox", 1, 3, 3, 1); __PYX_ERR(0, 253, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frBbox", 1, 3, 3, 2); __PYX_ERR(0, 253, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "frBbox") < 0)) __PYX_ERR(0, 253, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_bb = ((PyArrayObject *)values[0]);
+ __pyx_v_h = __Pyx_PyInt_As_siz(values[1]); if (unlikely((__pyx_v_h == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 253, __pyx_L3_error)
+ __pyx_v_w = __Pyx_PyInt_As_siz(values[2]); if (unlikely((__pyx_v_w == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 253, __pyx_L3_error)
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("frBbox", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 253, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.frBbox", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_bb), __pyx_ptype_5numpy_ndarray, 1, "bb", 0))) __PYX_ERR(0, 253, __pyx_L1_error)
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_16frBbox(__pyx_self, __pyx_v_bb, __pyx_v_h, __pyx_v_w);
+
+ /* function exit code */
+ goto __pyx_L0;
+ __pyx_L1_error:;
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_16frBbox(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_bb, siz __pyx_v_h, siz __pyx_v_w) {
+ siz __pyx_v_n;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = NULL;
+ PyObject *__pyx_v_objs = NULL;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_bb;
+ __Pyx_Buffer __pyx_pybuffer_bb;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ __Pyx_RefNannySetupContext("frBbox", 0);
+ __pyx_pybuffer_bb.pybuffer.buf = NULL;
+ __pyx_pybuffer_bb.refcount = 0;
+ __pyx_pybuffernd_bb.data = NULL;
+ __pyx_pybuffernd_bb.rcbuffer = &__pyx_pybuffer_bb;
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bb.rcbuffer->pybuffer, (PyObject*)__pyx_v_bb, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 253, __pyx_L1_error)
+ }
+ __pyx_pybuffernd_bb.diminfo[0].strides = __pyx_pybuffernd_bb.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_bb.diminfo[0].shape = __pyx_pybuffernd_bb.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_bb.diminfo[1].strides = __pyx_pybuffernd_bb.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_bb.diminfo[1].shape = __pyx_pybuffernd_bb.rcbuffer->pybuffer.shape[1];
+
+ /* "pycocotools/_mask.pyx":254
+ *
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ):
+ * cdef siz n = bb.shape[0] # <<<<<<<<<<<<<<
+ * Rs = RLEs(n)
+ * rleFrBbox( <RLE*> Rs._R, <const BB> bb.data, h, w, n )
+ */
+ __pyx_v_n = (__pyx_v_bb->dimensions[0]);
+
+ /* "pycocotools/_mask.pyx":255
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ):
+ * cdef siz n = bb.shape[0]
+ * Rs = RLEs(n) # <<<<<<<<<<<<<<
+ * rleFrBbox( <RLE*> Rs._R, <const BB> bb.data, h, w, n )
+ * objs = _toString(Rs)
+ */
+ __pyx_t_1 = __Pyx_PyInt_From_siz(__pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 255, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 255, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_1);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
+ __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 255, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1);
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":256
+ * cdef siz n = bb.shape[0]
+ * Rs = RLEs(n)
+ * rleFrBbox( <RLE*> Rs._R, <const BB> bb.data, h, w, n ) # <<<<<<<<<<<<<<
+ * objs = _toString(Rs)
+ * return objs
+ */
+ rleFrBbox(((RLE *)__pyx_v_Rs->_R), ((BB const )__pyx_v_bb->data), __pyx_v_h, __pyx_v_w, __pyx_v_n);
+
+ /* "pycocotools/_mask.pyx":257
+ * Rs = RLEs(n)
+ * rleFrBbox( <RLE*> Rs._R, <const BB> bb.data, h, w, n )
+ * objs = _toString(Rs) # <<<<<<<<<<<<<<
+ * return objs
+ *
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_toString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 257, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
+ __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
+ if (likely(__pyx_t_3)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
+ __Pyx_INCREF(__pyx_t_3);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_2, function);
+ }
+ }
+ if (!__pyx_t_3) {
+ __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, ((PyObject *)__pyx_v_Rs)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 257, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 257, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_3, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 257, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 257, __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 = NULL;
+ __Pyx_INCREF(((PyObject *)__pyx_v_Rs));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_Rs));
+ PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_Rs));
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 257, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_v_objs = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":258
+ * rleFrBbox( <RLE*> Rs._R, <const BB> bb.data, h, w, n )
+ * objs = _toString(Rs)
+ * return objs # <<<<<<<<<<<<<<
+ *
+ * def frPoly( poly, siz h, siz w ):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":253
+ * return bb
+ *
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef siz n = bb.shape[0]
+ * Rs = RLEs(n)
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ { 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_bb.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.frBbox", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bb.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF(__pyx_v_objs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":260
+ * return objs
+ *
+ * def frPoly( poly, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.double_t, ndim=1] np_poly
+ * n = len(poly)
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_19frPoly(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_19frPoly = {"frPoly", (PyCFunction)__pyx_pw_11pycocotools_5_mask_19frPoly, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_19frPoly(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_poly = 0;
+ siz __pyx_v_h;
+ siz __pyx_v_w;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("frPoly (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_poly,&__pyx_n_s_h,&__pyx_n_s_w,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_poly)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frPoly", 1, 3, 3, 1); __PYX_ERR(0, 260, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frPoly", 1, 3, 3, 2); __PYX_ERR(0, 260, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "frPoly") < 0)) __PYX_ERR(0, 260, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_poly = values[0];
+ __pyx_v_h = __Pyx_PyInt_As_siz(values[1]); if (unlikely((__pyx_v_h == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 260, __pyx_L3_error)
+ __pyx_v_w = __Pyx_PyInt_As_siz(values[2]); if (unlikely((__pyx_v_w == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 260, __pyx_L3_error)
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("frPoly", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 260, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.frPoly", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_18frPoly(__pyx_self, __pyx_v_poly, __pyx_v_h, __pyx_v_w);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_18frPoly(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_poly, siz __pyx_v_h, siz __pyx_v_w) {
+ PyArrayObject *__pyx_v_np_poly = 0;
+ Py_ssize_t __pyx_v_n;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = NULL;
+ PyObject *__pyx_v_i = NULL;
+ PyObject *__pyx_v_p = NULL;
+ PyObject *__pyx_v_objs = NULL;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_np_poly;
+ __Pyx_Buffer __pyx_pybuffer_np_poly;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *(*__pyx_t_4)(PyObject *);
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyObject *__pyx_t_8 = NULL;
+ PyObject *__pyx_t_9 = NULL;
+ PyArrayObject *__pyx_t_10 = NULL;
+ int __pyx_t_11;
+ PyObject *__pyx_t_12 = NULL;
+ PyObject *__pyx_t_13 = NULL;
+ PyObject *__pyx_t_14 = NULL;
+ Py_ssize_t __pyx_t_15;
+ Py_ssize_t __pyx_t_16;
+ __Pyx_RefNannySetupContext("frPoly", 0);
+ __pyx_pybuffer_np_poly.pybuffer.buf = NULL;
+ __pyx_pybuffer_np_poly.refcount = 0;
+ __pyx_pybuffernd_np_poly.data = NULL;
+ __pyx_pybuffernd_np_poly.rcbuffer = &__pyx_pybuffer_np_poly;
+
+ /* "pycocotools/_mask.pyx":262
+ * def frPoly( poly, siz h, siz w ):
+ * cdef np.ndarray[np.double_t, ndim=1] np_poly
+ * n = len(poly) # <<<<<<<<<<<<<<
+ * Rs = RLEs(n)
+ * for i, p in enumerate(poly):
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_poly); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 262, __pyx_L1_error)
+ __pyx_v_n = __pyx_t_1;
+
+ /* "pycocotools/_mask.pyx":263
+ * cdef np.ndarray[np.double_t, ndim=1] np_poly
+ * n = len(poly)
+ * Rs = RLEs(n) # <<<<<<<<<<<<<<
+ * for i, p in enumerate(poly):
+ * np_poly = np.array(p, dtype=np.double, order='F')
+ */
+ __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 263, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 263, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_GIVEREF(__pyx_t_2);
+ PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
+ __pyx_t_2 = 0;
+ __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 263, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":264
+ * n = len(poly)
+ * Rs = RLEs(n)
+ * for i, p in enumerate(poly): # <<<<<<<<<<<<<<
+ * np_poly = np.array(p, dtype=np.double, order='F')
+ * rleFrPoly( <RLE*>&Rs._R[i], <const double*> np_poly.data, int(len(p)/2), h, w )
+ */
+ __Pyx_INCREF(__pyx_int_0);
+ __pyx_t_2 = __pyx_int_0;
+ if (likely(PyList_CheckExact(__pyx_v_poly)) || PyTuple_CheckExact(__pyx_v_poly)) {
+ __pyx_t_3 = __pyx_v_poly; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0;
+ __pyx_t_4 = NULL;
+ } else {
+ __pyx_t_1 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_poly); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 264, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 264, __pyx_L1_error)
+ }
+ for (;;) {
+ if (likely(!__pyx_t_4)) {
+ if (likely(PyList_CheckExact(__pyx_t_3))) {
+ if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_5 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_5); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 264, __pyx_L1_error)
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 264, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ #endif
+ } else {
+ if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_5); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 264, __pyx_L1_error)
+ #else
+ __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 264, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ #endif
+ }
+ } else {
+ __pyx_t_5 = __pyx_t_4(__pyx_t_3);
+ if (unlikely(!__pyx_t_5)) {
+ PyObject* exc_type = PyErr_Occurred();
+ if (exc_type) {
+ if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
+ else __PYX_ERR(0, 264, __pyx_L1_error)
+ }
+ break;
+ }
+ __Pyx_GOTREF(__pyx_t_5);
+ }
+ __Pyx_XDECREF_SET(__pyx_v_p, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_2);
+ __pyx_t_5 = __Pyx_PyInt_AddObjC(__pyx_t_2, __pyx_int_1, 1, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 264, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2);
+ __pyx_t_2 = __pyx_t_5;
+ __pyx_t_5 = 0;
+
+ /* "pycocotools/_mask.pyx":265
+ * Rs = RLEs(n)
+ * for i, p in enumerate(poly):
+ * np_poly = np.array(p, dtype=np.double, order='F') # <<<<<<<<<<<<<<
+ * rleFrPoly( <RLE*>&Rs._R[i], <const double*> np_poly.data, int(len(p)/2), h, w )
+ * objs = _toString(Rs)
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_array); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_INCREF(__pyx_v_p);
+ __Pyx_GIVEREF(__pyx_v_p);
+ PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_p);
+ __pyx_t_7 = PyDict_New(); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_8);
+ __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_double); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
+ if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_dtype, __pyx_t_9) < 0) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
+ if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_order, __pyx_n_s_F) < 0) __PYX_ERR(0, 265, __pyx_L1_error)
+ __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_5, __pyx_t_7); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 265, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_9);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 265, __pyx_L1_error)
+ __pyx_t_10 = ((PyArrayObject *)__pyx_t_9);
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_np_poly.rcbuffer->pybuffer);
+ __pyx_t_11 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_np_poly.rcbuffer->pybuffer, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
+ if (unlikely(__pyx_t_11 < 0)) {
+ PyErr_Fetch(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_np_poly.rcbuffer->pybuffer, (PyObject*)__pyx_v_np_poly, &__Pyx_TypeInfo_nn___pyx_t_5numpy_double_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
+ Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13); Py_XDECREF(__pyx_t_14);
+ __Pyx_RaiseBufferFallbackError();
+ } else {
+ PyErr_Restore(__pyx_t_12, __pyx_t_13, __pyx_t_14);
+ }
+ }
+ __pyx_pybuffernd_np_poly.diminfo[0].strides = __pyx_pybuffernd_np_poly.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_np_poly.diminfo[0].shape = __pyx_pybuffernd_np_poly.rcbuffer->pybuffer.shape[0];
+ if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 265, __pyx_L1_error)
+ }
+ __pyx_t_10 = 0;
+ __Pyx_XDECREF_SET(__pyx_v_np_poly, ((PyArrayObject *)__pyx_t_9));
+ __pyx_t_9 = 0;
+
+ /* "pycocotools/_mask.pyx":266
+ * for i, p in enumerate(poly):
+ * np_poly = np.array(p, dtype=np.double, order='F')
+ * rleFrPoly( <RLE*>&Rs._R[i], <const double*> np_poly.data, int(len(p)/2), h, w ) # <<<<<<<<<<<<<<
+ * objs = _toString(Rs)
+ * return objs
+ */
+ __pyx_t_15 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_15 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 266, __pyx_L1_error)
+ __pyx_t_16 = PyObject_Length(__pyx_v_p); if (unlikely(__pyx_t_16 == -1)) __PYX_ERR(0, 266, __pyx_L1_error)
+ rleFrPoly(((RLE *)(&(__pyx_v_Rs->_R[__pyx_t_15]))), ((double const *)__pyx_v_np_poly->data), ((siz)__Pyx_div_Py_ssize_t(__pyx_t_16, 2)), __pyx_v_h, __pyx_v_w);
+
+ /* "pycocotools/_mask.pyx":264
+ * n = len(poly)
+ * Rs = RLEs(n)
+ * for i, p in enumerate(poly): # <<<<<<<<<<<<<<
+ * np_poly = np.array(p, dtype=np.double, order='F')
+ * rleFrPoly( <RLE*>&Rs._R[i], <const double*> np_poly.data, int(len(p)/2), h, w )
+ */
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":267
+ * np_poly = np.array(p, dtype=np.double, order='F')
+ * rleFrPoly( <RLE*>&Rs._R[i], <const double*> np_poly.data, int(len(p)/2), h, w )
+ * objs = _toString(Rs) # <<<<<<<<<<<<<<
+ * return objs
+ *
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_toString); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 267, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_9 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
+ __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_3);
+ if (likely(__pyx_t_9)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_9);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_3, function);
+ }
+ }
+ if (!__pyx_t_9) {
+ __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_Rs)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 267, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_9, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_2 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 267, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_GOTREF(__pyx_t_2);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_9, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_2 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 267, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
+ __Pyx_GOTREF(__pyx_t_2);
+ } else
+ #endif
+ {
+ __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 267, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_9); __pyx_t_9 = NULL;
+ __Pyx_INCREF(((PyObject *)__pyx_v_Rs));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_Rs));
+ PyTuple_SET_ITEM(__pyx_t_7, 0+1, ((PyObject *)__pyx_v_Rs));
+ __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_7, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 267, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_objs = __pyx_t_2;
+ __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":268
+ * rleFrPoly( <RLE*>&Rs._R[i], <const double*> np_poly.data, int(len(p)/2), h, w )
+ * objs = _toString(Rs)
+ * return objs # <<<<<<<<<<<<<<
+ *
+ * def frUncompressedRLE(ucRles, siz h, siz w):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":260
+ * return objs
+ *
+ * def frPoly( poly, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.double_t, ndim=1] np_poly
+ * n = len(poly)
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ __Pyx_XDECREF(__pyx_t_8);
+ __Pyx_XDECREF(__pyx_t_9);
+ { 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_np_poly.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.frPoly", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_np_poly.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_np_poly);
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XDECREF(__pyx_v_i);
+ __Pyx_XDECREF(__pyx_v_p);
+ __Pyx_XDECREF(__pyx_v_objs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":270
+ * return objs
+ *
+ * def frUncompressedRLE(ucRles, siz h, siz w): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.uint32_t, ndim=1] cnts
+ * cdef RLE R
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_21frUncompressedRLE(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_21frUncompressedRLE = {"frUncompressedRLE", (PyCFunction)__pyx_pw_11pycocotools_5_mask_21frUncompressedRLE, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_21frUncompressedRLE(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_ucRles = 0;
+ CYTHON_UNUSED siz __pyx_v_h;
+ CYTHON_UNUSED siz __pyx_v_w;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("frUncompressedRLE (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_ucRles,&__pyx_n_s_h,&__pyx_n_s_w,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_ucRles)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frUncompressedRLE", 1, 3, 3, 1); __PYX_ERR(0, 270, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frUncompressedRLE", 1, 3, 3, 2); __PYX_ERR(0, 270, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "frUncompressedRLE") < 0)) __PYX_ERR(0, 270, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_ucRles = values[0];
+ __pyx_v_h = __Pyx_PyInt_As_siz(values[1]); if (unlikely((__pyx_v_h == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 270, __pyx_L3_error)
+ __pyx_v_w = __Pyx_PyInt_As_siz(values[2]); if (unlikely((__pyx_v_w == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 270, __pyx_L3_error)
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("frUncompressedRLE", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 270, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.frUncompressedRLE", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_20frUncompressedRLE(__pyx_self, __pyx_v_ucRles, __pyx_v_h, __pyx_v_w);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_20frUncompressedRLE(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ucRles, CYTHON_UNUSED siz __pyx_v_h, CYTHON_UNUSED siz __pyx_v_w) {
+ PyArrayObject *__pyx_v_cnts = 0;
+ RLE __pyx_v_R;
+ uint *__pyx_v_data;
+ Py_ssize_t __pyx_v_n;
+ PyObject *__pyx_v_objs = NULL;
+ Py_ssize_t __pyx_v_i;
+ struct __pyx_obj_11pycocotools_5_mask_RLEs *__pyx_v_Rs = NULL;
+ Py_ssize_t __pyx_v_j;
+ __Pyx_LocalBuf_ND __pyx_pybuffernd_cnts;
+ __Pyx_Buffer __pyx_pybuffer_cnts;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ Py_ssize_t __pyx_t_1;
+ PyObject *__pyx_t_2 = NULL;
+ Py_ssize_t __pyx_t_3;
+ PyObject *__pyx_t_4 = NULL;
+ PyObject *__pyx_t_5 = NULL;
+ PyObject *__pyx_t_6 = NULL;
+ PyObject *__pyx_t_7 = NULL;
+ PyArrayObject *__pyx_t_8 = NULL;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ PyObject *__pyx_t_11 = NULL;
+ PyObject *__pyx_t_12 = NULL;
+ Py_ssize_t __pyx_t_13;
+ Py_ssize_t __pyx_t_14;
+ Py_ssize_t __pyx_t_15;
+ RLE __pyx_t_16;
+ siz __pyx_t_17;
+ int __pyx_t_18;
+ __Pyx_RefNannySetupContext("frUncompressedRLE", 0);
+ __pyx_pybuffer_cnts.pybuffer.buf = NULL;
+ __pyx_pybuffer_cnts.refcount = 0;
+ __pyx_pybuffernd_cnts.data = NULL;
+ __pyx_pybuffernd_cnts.rcbuffer = &__pyx_pybuffer_cnts;
+
+ /* "pycocotools/_mask.pyx":274
+ * cdef RLE R
+ * cdef uint *data
+ * n = len(ucRles) # <<<<<<<<<<<<<<
+ * objs = []
+ * for i in range(n):
+ */
+ __pyx_t_1 = PyObject_Length(__pyx_v_ucRles); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 274, __pyx_L1_error)
+ __pyx_v_n = __pyx_t_1;
+
+ /* "pycocotools/_mask.pyx":275
+ * cdef uint *data
+ * n = len(ucRles)
+ * objs = [] # <<<<<<<<<<<<<<
+ * for i in range(n):
+ * Rs = RLEs(1)
+ */
+ __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 275, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_v_objs = ((PyObject*)__pyx_t_2);
+ __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":276
+ * n = len(ucRles)
+ * objs = []
+ * for i in range(n): # <<<<<<<<<<<<<<
+ * Rs = RLEs(1)
+ * cnts = np.array(ucRles[i]['counts'], dtype=np.uint32)
+ */
+ __pyx_t_1 = __pyx_v_n;
+ for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
+ __pyx_v_i = __pyx_t_3;
+
+ /* "pycocotools/_mask.pyx":277
+ * objs = []
+ * for i in range(n):
+ * Rs = RLEs(1) # <<<<<<<<<<<<<<
+ * cnts = np.array(ucRles[i]['counts'], dtype=np.uint32)
+ * # time for malloc can be saved here but it's fine
+ */
+ __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 277, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_XDECREF_SET(__pyx_v_Rs, ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_2));
+ __pyx_t_2 = 0;
+
+ /* "pycocotools/_mask.pyx":278
+ * for i in range(n):
+ * Rs = RLEs(1)
+ * cnts = np.array(ucRles[i]['counts'], dtype=np.uint32) # <<<<<<<<<<<<<<
+ * # time for malloc can be saved here but it's fine
+ * data = <uint*> malloc(len(cnts)* sizeof(uint))
+ */
+ __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_array); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_ucRles, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __pyx_t_5 = PyObject_GetItem(__pyx_t_2, __pyx_n_s_counts); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_GIVEREF(__pyx_t_5);
+ PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5);
+ __pyx_t_5 = 0;
+ __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_uint32); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, __pyx_t_7) < 0) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 278, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ if (!(likely(((__pyx_t_7) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 278, __pyx_L1_error)
+ __pyx_t_8 = ((PyArrayObject *)__pyx_t_7);
+ {
+ __Pyx_BufFmt_StackElem __pyx_stack[1];
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_cnts.rcbuffer->pybuffer);
+ __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_cnts.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
+ if (unlikely(__pyx_t_9 < 0)) {
+ PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
+ if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_cnts.rcbuffer->pybuffer, (PyObject*)__pyx_v_cnts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
+ Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
+ __Pyx_RaiseBufferFallbackError();
+ } else {
+ PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
+ }
+ }
+ __pyx_pybuffernd_cnts.diminfo[0].strides = __pyx_pybuffernd_cnts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_cnts.diminfo[0].shape = __pyx_pybuffernd_cnts.rcbuffer->pybuffer.shape[0];
+ if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 278, __pyx_L1_error)
+ }
+ __pyx_t_8 = 0;
+ __Pyx_XDECREF_SET(__pyx_v_cnts, ((PyArrayObject *)__pyx_t_7));
+ __pyx_t_7 = 0;
+
+ /* "pycocotools/_mask.pyx":280
+ * cnts = np.array(ucRles[i]['counts'], dtype=np.uint32)
+ * # time for malloc can be saved here but it's fine
+ * data = <uint*> malloc(len(cnts)* sizeof(uint)) # <<<<<<<<<<<<<<
+ * for j in range(len(cnts)):
+ * data[j] = <uint> cnts[j]
+ */
+ __pyx_t_13 = PyObject_Length(((PyObject *)__pyx_v_cnts)); if (unlikely(__pyx_t_13 == -1)) __PYX_ERR(0, 280, __pyx_L1_error)
+ __pyx_v_data = ((uint *)malloc((__pyx_t_13 * (sizeof(unsigned int)))));
+
+ /* "pycocotools/_mask.pyx":281
+ * # time for malloc can be saved here but it's fine
+ * data = <uint*> malloc(len(cnts)* sizeof(uint))
+ * for j in range(len(cnts)): # <<<<<<<<<<<<<<
+ * data[j] = <uint> cnts[j]
+ * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), <uint*> data)
+ */
+ __pyx_t_13 = PyObject_Length(((PyObject *)__pyx_v_cnts)); if (unlikely(__pyx_t_13 == -1)) __PYX_ERR(0, 281, __pyx_L1_error)
+ for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) {
+ __pyx_v_j = __pyx_t_14;
+
+ /* "pycocotools/_mask.pyx":282
+ * data = <uint*> malloc(len(cnts)* sizeof(uint))
+ * for j in range(len(cnts)):
+ * data[j] = <uint> cnts[j] # <<<<<<<<<<<<<<
+ * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), <uint*> data)
+ * Rs._R[0] = R
+ */
+ __pyx_t_15 = __pyx_v_j;
+ __pyx_t_9 = -1;
+ if (__pyx_t_15 < 0) {
+ __pyx_t_15 += __pyx_pybuffernd_cnts.diminfo[0].shape;
+ if (unlikely(__pyx_t_15 < 0)) __pyx_t_9 = 0;
+ } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_cnts.diminfo[0].shape)) __pyx_t_9 = 0;
+ if (unlikely(__pyx_t_9 != -1)) {
+ __Pyx_RaiseBufferIndexError(__pyx_t_9);
+ __PYX_ERR(0, 282, __pyx_L1_error)
+ }
+ (__pyx_v_data[__pyx_v_j]) = ((uint)(*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint32_t *, __pyx_pybuffernd_cnts.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_cnts.diminfo[0].strides)));
+ }
+
+ /* "pycocotools/_mask.pyx":283
+ * for j in range(len(cnts)):
+ * data[j] = <uint> cnts[j]
+ * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), <uint*> data) # <<<<<<<<<<<<<<
+ * Rs._R[0] = R
+ * objs.append(_toString(Rs)[0])
+ */
+ __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_ucRles, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_5 = PyObject_GetItem(__pyx_t_7, __pyx_n_s_size); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = __Pyx_GetItemInt(__pyx_t_5, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_17 = __Pyx_PyInt_As_siz(__pyx_t_7); if (unlikely((__pyx_t_17 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_16.h = __pyx_t_17;
+ __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_ucRles, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __pyx_t_5 = PyObject_GetItem(__pyx_t_7, __pyx_n_s_size); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_7 = __Pyx_GetItemInt(__pyx_t_5, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_17 = __Pyx_PyInt_As_siz(__pyx_t_7); if (unlikely((__pyx_t_17 == ((siz)-1)) && PyErr_Occurred())) __PYX_ERR(0, 283, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_16.w = __pyx_t_17;
+ __pyx_t_13 = PyObject_Length(((PyObject *)__pyx_v_cnts)); if (unlikely(__pyx_t_13 == -1)) __PYX_ERR(0, 283, __pyx_L1_error)
+ __pyx_t_16.m = __pyx_t_13;
+ __pyx_t_16.cnts = ((uint *)__pyx_v_data);
+ __pyx_v_R = __pyx_t_16;
+
+ /* "pycocotools/_mask.pyx":284
+ * data[j] = <uint> cnts[j]
+ * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), <uint*> data)
+ * Rs._R[0] = R # <<<<<<<<<<<<<<
+ * objs.append(_toString(Rs)[0])
+ * return objs
+ */
+ (__pyx_v_Rs->_R[0]) = __pyx_v_R;
+
+ /* "pycocotools/_mask.pyx":285
+ * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), <uint*> data)
+ * Rs._R[0] = R
+ * objs.append(_toString(Rs)[0]) # <<<<<<<<<<<<<<
+ * return objs
+ *
+ */
+ __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_toString); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __pyx_t_2 = NULL;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
+ __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
+ if (likely(__pyx_t_2)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
+ __Pyx_INCREF(__pyx_t_2);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_5, function);
+ }
+ }
+ if (!__pyx_t_2) {
+ __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject *)__pyx_v_Rs)); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ } else {
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_5)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_2, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_7 = __Pyx_PyFunction_FastCall(__pyx_t_5, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) {
+ PyObject *__pyx_temp[2] = {__pyx_t_2, ((PyObject *)__pyx_v_Rs)};
+ __pyx_t_7 = __Pyx_PyCFunction_FastCall(__pyx_t_5, __pyx_temp+1-1, 1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
+ __Pyx_GOTREF(__pyx_t_7);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
+ __Pyx_INCREF(((PyObject *)__pyx_v_Rs));
+ __Pyx_GIVEREF(((PyObject *)__pyx_v_Rs));
+ PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_Rs));
+ __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_7);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ }
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_7, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_5);
+ __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
+ __pyx_t_18 = __Pyx_PyList_Append(__pyx_v_objs, __pyx_t_5); if (unlikely(__pyx_t_18 == -1)) __PYX_ERR(0, 285, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
+ }
+
+ /* "pycocotools/_mask.pyx":286
+ * Rs._R[0] = R
+ * objs.append(_toString(Rs)[0])
+ * return objs # <<<<<<<<<<<<<<
+ *
+ * def frPyObjects(pyobj, h, w):
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":270
+ * return objs
+ *
+ * def frUncompressedRLE(ucRles, siz h, siz w): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.uint32_t, ndim=1] cnts
+ * cdef RLE R
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_2);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_5);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_7);
+ { 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_cnts.rcbuffer->pybuffer);
+ __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
+ __Pyx_AddTraceback("pycocotools._mask.frUncompressedRLE", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ goto __pyx_L2;
+ __pyx_L0:;
+ __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_cnts.rcbuffer->pybuffer);
+ __pyx_L2:;
+ __Pyx_XDECREF((PyObject *)__pyx_v_cnts);
+ __Pyx_XDECREF(__pyx_v_objs);
+ __Pyx_XDECREF((PyObject *)__pyx_v_Rs);
+ __Pyx_XGIVEREF(__pyx_r);
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+/* "pycocotools/_mask.pyx":288
+ * return objs
+ *
+ * def frPyObjects(pyobj, h, w): # <<<<<<<<<<<<<<
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray:
+ */
+
+/* Python wrapper */
+static PyObject *__pyx_pw_11pycocotools_5_mask_23frPyObjects(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
+static PyMethodDef __pyx_mdef_11pycocotools_5_mask_23frPyObjects = {"frPyObjects", (PyCFunction)__pyx_pw_11pycocotools_5_mask_23frPyObjects, METH_VARARGS|METH_KEYWORDS, 0};
+static PyObject *__pyx_pw_11pycocotools_5_mask_23frPyObjects(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
+ PyObject *__pyx_v_pyobj = 0;
+ PyObject *__pyx_v_h = 0;
+ PyObject *__pyx_v_w = 0;
+ PyObject *__pyx_r = 0;
+ __Pyx_RefNannyDeclarations
+ __Pyx_RefNannySetupContext("frPyObjects (wrapper)", 0);
+ {
+ static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_pyobj,&__pyx_n_s_h,&__pyx_n_s_w,0};
+ PyObject* values[3] = {0,0,0};
+ if (unlikely(__pyx_kwds)) {
+ Py_ssize_t kw_args;
+ const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
+ switch (pos_args) {
+ case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ 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_pyobj)) != 0)) kw_args--;
+ else goto __pyx_L5_argtuple_error;
+ case 1:
+ if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_h)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frPyObjects", 1, 3, 3, 1); __PYX_ERR(0, 288, __pyx_L3_error)
+ }
+ case 2:
+ if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_w)) != 0)) kw_args--;
+ else {
+ __Pyx_RaiseArgtupleInvalid("frPyObjects", 1, 3, 3, 2); __PYX_ERR(0, 288, __pyx_L3_error)
+ }
+ }
+ if (unlikely(kw_args > 0)) {
+ if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "frPyObjects") < 0)) __PYX_ERR(0, 288, __pyx_L3_error)
+ }
+ } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
+ goto __pyx_L5_argtuple_error;
+ } else {
+ values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
+ values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
+ values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
+ }
+ __pyx_v_pyobj = values[0];
+ __pyx_v_h = values[1];
+ __pyx_v_w = values[2];
+ }
+ goto __pyx_L4_argument_unpacking_done;
+ __pyx_L5_argtuple_error:;
+ __Pyx_RaiseArgtupleInvalid("frPyObjects", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 288, __pyx_L3_error)
+ __pyx_L3_error:;
+ __Pyx_AddTraceback("pycocotools._mask.frPyObjects", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __Pyx_RefNannyFinishContext();
+ return NULL;
+ __pyx_L4_argument_unpacking_done:;
+ __pyx_r = __pyx_pf_11pycocotools_5_mask_22frPyObjects(__pyx_self, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w);
+
+ /* function exit code */
+ __Pyx_RefNannyFinishContext();
+ return __pyx_r;
+}
+
+static PyObject *__pyx_pf_11pycocotools_5_mask_22frPyObjects(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_pyobj, PyObject *__pyx_v_h, PyObject *__pyx_v_w) {
+ PyObject *__pyx_v_objs = NULL;
+ PyObject *__pyx_r = NULL;
+ __Pyx_RefNannyDeclarations
+ PyObject *__pyx_t_1 = NULL;
+ int __pyx_t_2;
+ PyObject *__pyx_t_3 = NULL;
+ PyObject *__pyx_t_4 = NULL;
+ int __pyx_t_5;
+ PyObject *__pyx_t_6 = NULL;
+ int __pyx_t_7;
+ Py_ssize_t __pyx_t_8;
+ int __pyx_t_9;
+ PyObject *__pyx_t_10 = NULL;
+ __Pyx_RefNannySetupContext("frPyObjects", 0);
+
+ /* "pycocotools/_mask.pyx":290
+ * def frPyObjects(pyobj, h, w):
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray: # <<<<<<<<<<<<<<
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) == 4:
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)__pyx_ptype_5numpy_ndarray), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 290, __pyx_L1_error)
+ __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 290, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":291
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray:
+ * objs = frBbox(pyobj, h, w) # <<<<<<<<<<<<<<
+ * elif type(pyobj) == list and len(pyobj[0]) == 4:
+ * objs = frBbox(pyobj, h, w)
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_frBbox); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 291, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
+ __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
+ if (likely(__pyx_t_4)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_3, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_4, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 291, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_4, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 291, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_6 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 291, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ if (__pyx_t_4) {
+ __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
+ }
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, __pyx_v_pyobj);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 291, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_objs = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":290
+ * def frPyObjects(pyobj, h, w):
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray: # <<<<<<<<<<<<<<
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) == 4:
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":292
+ * if type(pyobj) == np.ndarray:
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) == 4: # <<<<<<<<<<<<<<
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 292, __pyx_L1_error)
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 292, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L4_bool_binop_done;
+ }
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_pyobj, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 292, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(0, 292, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_7 = ((__pyx_t_8 == 4) != 0);
+ __pyx_t_2 = __pyx_t_7;
+ __pyx_L4_bool_binop_done:;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":293
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) == 4:
+ * objs = frBbox(pyobj, h, w) # <<<<<<<<<<<<<<
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ * objs = frPoly(pyobj, h, w)
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_frBbox); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 293, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_6 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
+ __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_3);
+ if (likely(__pyx_t_6)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_3, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_6, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 293, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_6, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 293, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 293, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ if (__pyx_t_6) {
+ __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_6); __pyx_t_6 = NULL;
+ }
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_5, __pyx_v_pyobj);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_4, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 293, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_objs = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":292
+ * if type(pyobj) == np.ndarray:
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) == 4: # <<<<<<<<<<<<<<
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":294
+ * elif type(pyobj) == list and len(pyobj[0]) == 4:
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) > 4: # <<<<<<<<<<<<<<
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 294, __pyx_L1_error)
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 294, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L6_bool_binop_done;
+ }
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_pyobj, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 294, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_8 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(0, 294, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_7 = ((__pyx_t_8 > 4) != 0);
+ __pyx_t_2 = __pyx_t_7;
+ __pyx_L6_bool_binop_done:;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":295
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ * objs = frPoly(pyobj, h, w) # <<<<<<<<<<<<<<
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]:
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_frPoly); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 295, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_4 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
+ __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
+ if (likely(__pyx_t_4)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_3, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_4, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 295, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_4, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 295, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ } else
+ #endif
+ {
+ __pyx_t_6 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 295, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ if (__pyx_t_4) {
+ __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
+ }
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, __pyx_v_pyobj);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 295, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_objs = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":294
+ * elif type(pyobj) == list and len(pyobj[0]) == 4:
+ * objs = frBbox(pyobj, h, w)
+ * elif type(pyobj) == list and len(pyobj[0]) > 4: # <<<<<<<<<<<<<<
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":296
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \ # <<<<<<<<<<<<<<
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]:
+ * objs = frUncompressedRLE(pyobj, h, w)
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 296, __pyx_L1_error)
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 296, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L8_bool_binop_done;
+ }
+
+ /* "pycocotools/_mask.pyx":297
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]: # <<<<<<<<<<<<<<
+ * objs = frUncompressedRLE(pyobj, h, w)
+ * # encode rle from single python object
+ */
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_pyobj, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 296, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+
+ /* "pycocotools/_mask.pyx":296
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \ # <<<<<<<<<<<<<<
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]:
+ * objs = frUncompressedRLE(pyobj, h, w)
+ */
+ __pyx_t_3 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_t_1)), ((PyObject *)(&PyDict_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 296, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 296, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L8_bool_binop_done;
+ }
+
+ /* "pycocotools/_mask.pyx":297
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]: # <<<<<<<<<<<<<<
+ * objs = frUncompressedRLE(pyobj, h, w)
+ * # encode rle from single python object
+ */
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_pyobj, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 297, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_7 = (__Pyx_PySequence_ContainsTF(__pyx_n_s_counts, __pyx_t_3, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 297, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_9 = (__pyx_t_7 != 0);
+ if (__pyx_t_9) {
+ } else {
+ __pyx_t_2 = __pyx_t_9;
+ goto __pyx_L8_bool_binop_done;
+ }
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_pyobj, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 297, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_9 = (__Pyx_PySequence_ContainsTF(__pyx_n_s_size, __pyx_t_3, Py_EQ)); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 297, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_7 = (__pyx_t_9 != 0);
+ __pyx_t_2 = __pyx_t_7;
+ __pyx_L8_bool_binop_done:;
+
+ /* "pycocotools/_mask.pyx":296
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \ # <<<<<<<<<<<<<<
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]:
+ * objs = frUncompressedRLE(pyobj, h, w)
+ */
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":298
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]:
+ * objs = frUncompressedRLE(pyobj, h, w) # <<<<<<<<<<<<<<
+ * # encode rle from single python object
+ * elif type(pyobj) == list and len(pyobj) == 4:
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_frUncompressedRLE); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 298, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
+ __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
+ if (likely(__pyx_t_6)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_1, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_6, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 298, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_6, __pyx_v_pyobj, __pyx_v_h, __pyx_v_w};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 298, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 298, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ if (__pyx_t_6) {
+ __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_6); __pyx_t_6 = NULL;
+ }
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_5, __pyx_v_pyobj);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_4, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 298, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_objs = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":296
+ * elif type(pyobj) == list and len(pyobj[0]) > 4:
+ * objs = frPoly(pyobj, h, w)
+ * elif type(pyobj) == list and type(pyobj[0]) == dict \ # <<<<<<<<<<<<<<
+ * and 'counts' in pyobj[0] and 'size' in pyobj[0]:
+ * objs = frUncompressedRLE(pyobj, h, w)
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":300
+ * objs = frUncompressedRLE(pyobj, h, w)
+ * # encode rle from single python object
+ * elif type(pyobj) == list and len(pyobj) == 4: # <<<<<<<<<<<<<<
+ * objs = frBbox([pyobj], h, w)[0]
+ * elif type(pyobj) == list and len(pyobj) > 4:
+ */
+ __pyx_t_3 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 300, __pyx_L1_error)
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 300, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L12_bool_binop_done;
+ }
+ __pyx_t_8 = PyObject_Length(__pyx_v_pyobj); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(0, 300, __pyx_L1_error)
+ __pyx_t_7 = ((__pyx_t_8 == 4) != 0);
+ __pyx_t_2 = __pyx_t_7;
+ __pyx_L12_bool_binop_done:;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":301
+ * # encode rle from single python object
+ * elif type(pyobj) == list and len(pyobj) == 4:
+ * objs = frBbox([pyobj], h, w)[0] # <<<<<<<<<<<<<<
+ * elif type(pyobj) == list and len(pyobj) > 4:
+ * objs = frPoly([pyobj], h, w)[0]
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_frBbox); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_4 = PyList_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyList_SET_ITEM(__pyx_t_4, 0, __pyx_v_pyobj);
+ __pyx_t_6 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
+ __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
+ if (likely(__pyx_t_6)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_6);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_1, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_6, __pyx_t_4, __pyx_v_h, __pyx_v_w};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_6, __pyx_t_4, __pyx_v_h, __pyx_v_w};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_10 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ if (__pyx_t_6) {
+ __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_6); __pyx_t_6 = NULL;
+ }
+ __Pyx_GIVEREF(__pyx_t_4);
+ PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_5, __pyx_t_4);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_10, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_4 = 0;
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_10, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_3, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 301, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_objs = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":300
+ * objs = frUncompressedRLE(pyobj, h, w)
+ * # encode rle from single python object
+ * elif type(pyobj) == list and len(pyobj) == 4: # <<<<<<<<<<<<<<
+ * objs = frBbox([pyobj], h, w)[0]
+ * elif type(pyobj) == list and len(pyobj) > 4:
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":302
+ * elif type(pyobj) == list and len(pyobj) == 4:
+ * objs = frBbox([pyobj], h, w)[0]
+ * elif type(pyobj) == list and len(pyobj) > 4: # <<<<<<<<<<<<<<
+ * objs = frPoly([pyobj], h, w)[0]
+ * elif type(pyobj) == dict and 'counts' in pyobj and 'size' in pyobj:
+ */
+ __pyx_t_1 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)(&PyList_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 302, __pyx_L1_error)
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 302, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L14_bool_binop_done;
+ }
+ __pyx_t_8 = PyObject_Length(__pyx_v_pyobj); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(0, 302, __pyx_L1_error)
+ __pyx_t_7 = ((__pyx_t_8 > 4) != 0);
+ __pyx_t_2 = __pyx_t_7;
+ __pyx_L14_bool_binop_done:;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":303
+ * objs = frBbox([pyobj], h, w)[0]
+ * elif type(pyobj) == list and len(pyobj) > 4:
+ * objs = frPoly([pyobj], h, w)[0] # <<<<<<<<<<<<<<
+ * elif type(pyobj) == dict and 'counts' in pyobj and 'size' in pyobj:
+ * objs = frUncompressedRLE([pyobj], h, w)[0]
+ */
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_frPoly); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __pyx_t_10 = PyList_New(1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_10);
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyList_SET_ITEM(__pyx_t_10, 0, __pyx_v_pyobj);
+ __pyx_t_4 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
+ __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
+ if (likely(__pyx_t_4)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
+ __Pyx_INCREF(__pyx_t_4);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_3, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_4, __pyx_t_10, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_4, __pyx_t_10, __pyx_v_h, __pyx_v_w};
+ __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_6 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ if (__pyx_t_4) {
+ __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
+ }
+ __Pyx_GIVEREF(__pyx_t_10);
+ PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, __pyx_t_10);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_10 = 0;
+ __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_t_3 = __Pyx_GetItemInt(__pyx_t_1, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 303, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_v_objs = __pyx_t_3;
+ __pyx_t_3 = 0;
+
+ /* "pycocotools/_mask.pyx":302
+ * elif type(pyobj) == list and len(pyobj) == 4:
+ * objs = frBbox([pyobj], h, w)[0]
+ * elif type(pyobj) == list and len(pyobj) > 4: # <<<<<<<<<<<<<<
+ * objs = frPoly([pyobj], h, w)[0]
+ * elif type(pyobj) == dict and 'counts' in pyobj and 'size' in pyobj:
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":304
+ * elif type(pyobj) == list and len(pyobj) > 4:
+ * objs = frPoly([pyobj], h, w)[0]
+ * elif type(pyobj) == dict and 'counts' in pyobj and 'size' in pyobj: # <<<<<<<<<<<<<<
+ * objs = frUncompressedRLE([pyobj], h, w)[0]
+ * else:
+ */
+ __pyx_t_3 = PyObject_RichCompare(((PyObject *)Py_TYPE(__pyx_v_pyobj)), ((PyObject *)(&PyDict_Type)), Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 304, __pyx_L1_error)
+ __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 304, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ if (__pyx_t_7) {
+ } else {
+ __pyx_t_2 = __pyx_t_7;
+ goto __pyx_L16_bool_binop_done;
+ }
+ __pyx_t_7 = (__Pyx_PySequence_ContainsTF(__pyx_n_s_counts, __pyx_v_pyobj, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 304, __pyx_L1_error)
+ __pyx_t_9 = (__pyx_t_7 != 0);
+ if (__pyx_t_9) {
+ } else {
+ __pyx_t_2 = __pyx_t_9;
+ goto __pyx_L16_bool_binop_done;
+ }
+ __pyx_t_9 = (__Pyx_PySequence_ContainsTF(__pyx_n_s_size, __pyx_v_pyobj, Py_EQ)); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 304, __pyx_L1_error)
+ __pyx_t_7 = (__pyx_t_9 != 0);
+ __pyx_t_2 = __pyx_t_7;
+ __pyx_L16_bool_binop_done:;
+ if (__pyx_t_2) {
+
+ /* "pycocotools/_mask.pyx":305
+ * objs = frPoly([pyobj], h, w)[0]
+ * elif type(pyobj) == dict and 'counts' in pyobj and 'size' in pyobj:
+ * objs = frUncompressedRLE([pyobj], h, w)[0] # <<<<<<<<<<<<<<
+ * else:
+ * raise Exception('input type is not supported.')
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_frUncompressedRLE); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_6 = PyList_New(1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_6);
+ __Pyx_INCREF(__pyx_v_pyobj);
+ __Pyx_GIVEREF(__pyx_v_pyobj);
+ PyList_SET_ITEM(__pyx_t_6, 0, __pyx_v_pyobj);
+ __pyx_t_10 = NULL;
+ __pyx_t_5 = 0;
+ if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
+ __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_1);
+ if (likely(__pyx_t_10)) {
+ PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
+ __Pyx_INCREF(__pyx_t_10);
+ __Pyx_INCREF(function);
+ __Pyx_DECREF_SET(__pyx_t_1, function);
+ __pyx_t_5 = 1;
+ }
+ }
+ #if CYTHON_FAST_PYCALL
+ if (PyFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_10, __pyx_t_6, __pyx_v_h, __pyx_v_w};
+ __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ #if CYTHON_FAST_PYCCALL
+ if (__Pyx_PyFastCFunction_Check(__pyx_t_1)) {
+ PyObject *__pyx_temp[4] = {__pyx_t_10, __pyx_t_6, __pyx_v_h, __pyx_v_w};
+ __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_5, 3+__pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
+ } else
+ #endif
+ {
+ __pyx_t_4 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_4);
+ if (__pyx_t_10) {
+ __Pyx_GIVEREF(__pyx_t_10); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_10); __pyx_t_10 = NULL;
+ }
+ __Pyx_GIVEREF(__pyx_t_6);
+ PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_5, __pyx_t_6);
+ __Pyx_INCREF(__pyx_v_h);
+ __Pyx_GIVEREF(__pyx_v_h);
+ PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_5, __pyx_v_h);
+ __Pyx_INCREF(__pyx_v_w);
+ __Pyx_GIVEREF(__pyx_v_w);
+ PyTuple_SET_ITEM(__pyx_t_4, 2+__pyx_t_5, __pyx_v_w);
+ __pyx_t_6 = 0;
+ __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_3);
+ __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
+ }
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_3, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 305, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
+ __pyx_v_objs = __pyx_t_1;
+ __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":304
+ * elif type(pyobj) == list and len(pyobj) > 4:
+ * objs = frPoly([pyobj], h, w)[0]
+ * elif type(pyobj) == dict and 'counts' in pyobj and 'size' in pyobj: # <<<<<<<<<<<<<<
+ * objs = frUncompressedRLE([pyobj], h, w)[0]
+ * else:
+ */
+ goto __pyx_L3;
+ }
+
+ /* "pycocotools/_mask.pyx":307
+ * objs = frUncompressedRLE([pyobj], h, w)[0]
+ * else:
+ * raise Exception('input type is not supported.') # <<<<<<<<<<<<<<
+ * return objs
+ */
+ /*else*/ {
+ __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])), __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 307, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_Raise(__pyx_t_1, 0, 0, 0);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __PYX_ERR(0, 307, __pyx_L1_error)
+ }
+ __pyx_L3:;
+
+ /* "pycocotools/_mask.pyx":308
+ * else:
+ * raise Exception('input type is not supported.')
+ * return objs # <<<<<<<<<<<<<<
+ */
+ __Pyx_XDECREF(__pyx_r);
+ __Pyx_INCREF(__pyx_v_objs);
+ __pyx_r = __pyx_v_objs;
+ goto __pyx_L0;
+
+ /* "pycocotools/_mask.pyx":288
+ * return objs
+ *
+ * def frPyObjects(pyobj, h, w): # <<<<<<<<<<<<<<
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray:
+ */
+
+ /* function exit code */
+ __pyx_L1_error:;
+ __Pyx_XDECREF(__pyx_t_1);
+ __Pyx_XDECREF(__pyx_t_3);
+ __Pyx_XDECREF(__pyx_t_4);
+ __Pyx_XDECREF(__pyx_t_6);
+ __Pyx_XDECREF(__pyx_t_10);
+ __Pyx_AddTraceback("pycocotools._mask.frPyObjects", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ __pyx_r = NULL;
+ __pyx_L0:;
+ __Pyx_XDECREF(__pyx_v_objs);
+ __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__19, 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__20, 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__21, 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__22, 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__23, 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__24, 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__25, 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__26, 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__27, 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 PyObject *__pyx_tp_new_11pycocotools_5_mask_RLEs(PyTypeObject *t, PyObject *a, PyObject *k) {
+ PyObject *o;
+ if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+ o = (*t->tp_alloc)(t, 0);
+ } else {
+ o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+ }
+ if (unlikely(!o)) return 0;
+ if (unlikely(__pyx_pw_11pycocotools_5_mask_4RLEs_1__cinit__(o, a, k) < 0)) goto bad;
+ return o;
+ bad:
+ Py_DECREF(o); o = 0;
+ return NULL;
+}
+
+static void __pyx_tp_dealloc_11pycocotools_5_mask_RLEs(PyObject *o) {
+ #if PY_VERSION_HEX >= 0x030400a1
+ if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
+ if (PyObject_CallFinalizerFromDealloc(o)) return;
+ }
+ #endif
+ {
+ PyObject *etype, *eval, *etb;
+ PyErr_Fetch(&etype, &eval, &etb);
+ ++Py_REFCNT(o);
+ __pyx_pw_11pycocotools_5_mask_4RLEs_3__dealloc__(o);
+ --Py_REFCNT(o);
+ PyErr_Restore(etype, eval, etb);
+ }
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyObject *__pyx_tp_getattro_11pycocotools_5_mask_RLEs(PyObject *o, PyObject *n) {
+ PyObject *v = PyObject_GenericGetAttr(o, n);
+ if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {
+ PyErr_Clear();
+ v = __pyx_pw_11pycocotools_5_mask_4RLEs_5__getattr__(o, n);
+ }
+ return v;
+}
+
+static PyMethodDef __pyx_methods_11pycocotools_5_mask_RLEs[] = {
+ {"__getattr__", (PyCFunction)__pyx_pw_11pycocotools_5_mask_4RLEs_5__getattr__, METH_O|METH_COEXIST, 0},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_11pycocotools_5_mask_RLEs = {
+ PyVarObject_HEAD_INIT(0, 0)
+ "pycocotools._mask.RLEs", /*tp_name*/
+ sizeof(struct __pyx_obj_11pycocotools_5_mask_RLEs), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_11pycocotools_5_mask_RLEs, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #endif
+ #if PY_MAJOR_VERSION >= 3
+ 0, /*tp_as_async*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ __pyx_tp_getattro_11pycocotools_5_mask_RLEs, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_11pycocotools_5_mask_RLEs, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_11pycocotools_5_mask_RLEs, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ 0, /*tp_version_tag*/
+ #if PY_VERSION_HEX >= 0x030400a1
+ 0, /*tp_finalize*/
+ #endif
+};
+
+static PyObject *__pyx_tp_new_11pycocotools_5_mask_Masks(PyTypeObject *t, PyObject *a, PyObject *k) {
+ PyObject *o;
+ if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
+ o = (*t->tp_alloc)(t, 0);
+ } else {
+ o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
+ }
+ if (unlikely(!o)) return 0;
+ if (unlikely(__pyx_pw_11pycocotools_5_mask_5Masks_1__cinit__(o, a, k) < 0)) goto bad;
+ return o;
+ bad:
+ Py_DECREF(o); o = 0;
+ return NULL;
+}
+
+static void __pyx_tp_dealloc_11pycocotools_5_mask_Masks(PyObject *o) {
+ #if PY_VERSION_HEX >= 0x030400a1
+ if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
+ if (PyObject_CallFinalizerFromDealloc(o)) return;
+ }
+ #endif
+ (*Py_TYPE(o)->tp_free)(o);
+}
+
+static PyMethodDef __pyx_methods_11pycocotools_5_mask_Masks[] = {
+ {"__array__", (PyCFunction)__pyx_pw_11pycocotools_5_mask_5Masks_3__array__, METH_NOARGS, 0},
+ {0, 0, 0, 0}
+};
+
+static PyTypeObject __pyx_type_11pycocotools_5_mask_Masks = {
+ PyVarObject_HEAD_INIT(0, 0)
+ "pycocotools._mask.Masks", /*tp_name*/
+ sizeof(struct __pyx_obj_11pycocotools_5_mask_Masks), /*tp_basicsize*/
+ 0, /*tp_itemsize*/
+ __pyx_tp_dealloc_11pycocotools_5_mask_Masks, /*tp_dealloc*/
+ 0, /*tp_print*/
+ 0, /*tp_getattr*/
+ 0, /*tp_setattr*/
+ #if PY_MAJOR_VERSION < 3
+ 0, /*tp_compare*/
+ #endif
+ #if PY_MAJOR_VERSION >= 3
+ 0, /*tp_as_async*/
+ #endif
+ 0, /*tp_repr*/
+ 0, /*tp_as_number*/
+ 0, /*tp_as_sequence*/
+ 0, /*tp_as_mapping*/
+ 0, /*tp_hash*/
+ 0, /*tp_call*/
+ 0, /*tp_str*/
+ 0, /*tp_getattro*/
+ 0, /*tp_setattro*/
+ 0, /*tp_as_buffer*/
+ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
+ 0, /*tp_doc*/
+ 0, /*tp_traverse*/
+ 0, /*tp_clear*/
+ 0, /*tp_richcompare*/
+ 0, /*tp_weaklistoffset*/
+ 0, /*tp_iter*/
+ 0, /*tp_iternext*/
+ __pyx_methods_11pycocotools_5_mask_Masks, /*tp_methods*/
+ 0, /*tp_members*/
+ 0, /*tp_getset*/
+ 0, /*tp_base*/
+ 0, /*tp_dict*/
+ 0, /*tp_descr_get*/
+ 0, /*tp_descr_set*/
+ 0, /*tp_dictoffset*/
+ 0, /*tp_init*/
+ 0, /*tp_alloc*/
+ __pyx_tp_new_11pycocotools_5_mask_Masks, /*tp_new*/
+ 0, /*tp_free*/
+ 0, /*tp_is_gc*/
+ 0, /*tp_bases*/
+ 0, /*tp_mro*/
+ 0, /*tp_cache*/
+ 0, /*tp_subclasses*/
+ 0, /*tp_weaklist*/
+ 0, /*tp_del*/
+ 0, /*tp_version_tag*/
+ #if PY_VERSION_HEX >= 0x030400a1
+ 0, /*tp_finalize*/
+ #endif
+};
+
+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
+ "_mask",
+ 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_n_s_AttributeError, __pyx_k_AttributeError, sizeof(__pyx_k_AttributeError), 0, 0, 1, 1},
+ {&__pyx_n_s_F, __pyx_k_F, sizeof(__pyx_k_F), 0, 0, 1, 1},
+ {&__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_n_s_N, __pyx_k_N, sizeof(__pyx_k_N), 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_PYTHON_VERSION, __pyx_k_PYTHON_VERSION, sizeof(__pyx_k_PYTHON_VERSION), 0, 0, 1, 1},
+ {&__pyx_kp_s_Python_version_must_be_2_or_3, __pyx_k_Python_version_must_be_2_or_3, sizeof(__pyx_k_Python_version_must_be_2_or_3), 0, 0, 1, 0},
+ {&__pyx_n_s_R, __pyx_k_R, sizeof(__pyx_k_R), 0, 0, 1, 1},
+ {&__pyx_n_s_Rs, __pyx_k_Rs, sizeof(__pyx_k_Rs), 0, 0, 1, 1},
+ {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1},
+ {&__pyx_kp_s_The_dt_and_gt_should_have_the_sa, __pyx_k_The_dt_and_gt_should_have_the_sa, sizeof(__pyx_k_The_dt_and_gt_should_have_the_sa), 0, 0, 1, 0},
+ {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1},
+ {&__pyx_n_s_a, __pyx_k_a, sizeof(__pyx_k_a), 0, 0, 1, 1},
+ {&__pyx_n_s_a_2, __pyx_k_a_2, sizeof(__pyx_k_a_2), 0, 0, 1, 1},
+ {&__pyx_n_s_all, __pyx_k_all, sizeof(__pyx_k_all), 0, 0, 1, 1},
+ {&__pyx_n_s_area, __pyx_k_area, sizeof(__pyx_k_area), 0, 0, 1, 1},
+ {&__pyx_n_s_array, __pyx_k_array, sizeof(__pyx_k_array), 0, 0, 1, 1},
+ {&__pyx_n_s_astype, __pyx_k_astype, sizeof(__pyx_k_astype), 0, 0, 1, 1},
+ {&__pyx_n_s_author, __pyx_k_author, sizeof(__pyx_k_author), 0, 0, 1, 1},
+ {&__pyx_n_s_bb, __pyx_k_bb, sizeof(__pyx_k_bb), 0, 0, 1, 1},
+ {&__pyx_n_s_bbIou, __pyx_k_bbIou, sizeof(__pyx_k_bbIou), 0, 0, 1, 1},
+ {&__pyx_n_s_bb_2, __pyx_k_bb_2, sizeof(__pyx_k_bb_2), 0, 0, 1, 1},
+ {&__pyx_n_s_c_string, __pyx_k_c_string, sizeof(__pyx_k_c_string), 0, 0, 1, 1},
+ {&__pyx_n_s_cnts, __pyx_k_cnts, sizeof(__pyx_k_cnts), 0, 0, 1, 1},
+ {&__pyx_n_s_counts, __pyx_k_counts, sizeof(__pyx_k_counts), 0, 0, 1, 1},
+ {&__pyx_n_s_data, __pyx_k_data, sizeof(__pyx_k_data), 0, 0, 1, 1},
+ {&__pyx_n_s_decode, __pyx_k_decode, sizeof(__pyx_k_decode), 0, 0, 1, 1},
+ {&__pyx_n_s_double, __pyx_k_double, sizeof(__pyx_k_double), 0, 0, 1, 1},
+ {&__pyx_n_s_dt, __pyx_k_dt, sizeof(__pyx_k_dt), 0, 0, 1, 1},
+ {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1},
+ {&__pyx_n_s_encode, __pyx_k_encode, sizeof(__pyx_k_encode), 0, 0, 1, 1},
+ {&__pyx_n_s_enumerate, __pyx_k_enumerate, sizeof(__pyx_k_enumerate), 0, 0, 1, 1},
+ {&__pyx_n_s_frBbox, __pyx_k_frBbox, sizeof(__pyx_k_frBbox), 0, 0, 1, 1},
+ {&__pyx_n_s_frPoly, __pyx_k_frPoly, sizeof(__pyx_k_frPoly), 0, 0, 1, 1},
+ {&__pyx_n_s_frPyObjects, __pyx_k_frPyObjects, sizeof(__pyx_k_frPyObjects), 0, 0, 1, 1},
+ {&__pyx_n_s_frString, __pyx_k_frString, sizeof(__pyx_k_frString), 0, 0, 1, 1},
+ {&__pyx_n_s_frUncompressedRLE, __pyx_k_frUncompressedRLE, sizeof(__pyx_k_frUncompressedRLE), 0, 0, 1, 1},
+ {&__pyx_n_s_gt, __pyx_k_gt, sizeof(__pyx_k_gt), 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_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
+ {&__pyx_kp_s_input_data_type_not_allowed, __pyx_k_input_data_type_not_allowed, sizeof(__pyx_k_input_data_type_not_allowed), 0, 0, 1, 0},
+ {&__pyx_kp_s_input_type_is_not_supported, __pyx_k_input_type_is_not_supported, sizeof(__pyx_k_input_type_is_not_supported), 0, 0, 1, 0},
+ {&__pyx_n_s_intersect, __pyx_k_intersect, sizeof(__pyx_k_intersect), 0, 0, 1, 1},
+ {&__pyx_n_s_iou, __pyx_k_iou, sizeof(__pyx_k_iou), 0, 0, 1, 1},
+ {&__pyx_n_s_iouFun, __pyx_k_iouFun, sizeof(__pyx_k_iouFun), 0, 0, 1, 1},
+ {&__pyx_n_s_iou_2, __pyx_k_iou_2, sizeof(__pyx_k_iou_2), 0, 0, 1, 1},
+ {&__pyx_n_s_iou_locals__bbIou, __pyx_k_iou_locals__bbIou, sizeof(__pyx_k_iou_locals__bbIou), 0, 0, 1, 1},
+ {&__pyx_n_s_iou_locals__len, __pyx_k_iou_locals__len, sizeof(__pyx_k_iou_locals__len), 0, 0, 1, 1},
+ {&__pyx_n_s_iou_locals__preproc, __pyx_k_iou_locals__preproc, sizeof(__pyx_k_iou_locals__preproc), 0, 0, 1, 1},
+ {&__pyx_n_s_iou_locals__rleIou, __pyx_k_iou_locals__rleIou, sizeof(__pyx_k_iou_locals__rleIou), 0, 0, 1, 1},
+ {&__pyx_n_s_isbox, __pyx_k_isbox, sizeof(__pyx_k_isbox), 0, 0, 1, 1},
+ {&__pyx_n_s_iscrowd, __pyx_k_iscrowd, sizeof(__pyx_k_iscrowd), 0, 0, 1, 1},
+ {&__pyx_n_s_isrle, __pyx_k_isrle, sizeof(__pyx_k_isrle), 0, 0, 1, 1},
+ {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1},
+ {&__pyx_n_s_len, __pyx_k_len, sizeof(__pyx_k_len), 0, 0, 1, 1},
+ {&__pyx_kp_s_list_input_can_be_bounding_box_N, __pyx_k_list_input_can_be_bounding_box_N, sizeof(__pyx_k_list_input_can_be_bounding_box_N), 0, 0, 1, 0},
+ {&__pyx_n_s_m, __pyx_k_m, sizeof(__pyx_k_m), 0, 0, 1, 1},
+ {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
+ {&__pyx_n_s_mask, __pyx_k_mask, sizeof(__pyx_k_mask), 0, 0, 1, 1},
+ {&__pyx_n_s_masks, __pyx_k_masks, sizeof(__pyx_k_masks), 0, 0, 1, 1},
+ {&__pyx_n_s_merge, __pyx_k_merge, sizeof(__pyx_k_merge), 0, 0, 1, 1},
+ {&__pyx_n_s_n, __pyx_k_n, sizeof(__pyx_k_n), 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_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
+ {&__pyx_n_s_np_poly, __pyx_k_np_poly, sizeof(__pyx_k_np_poly), 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_kp_s_numpy_ndarray_input_is_only_for, __pyx_k_numpy_ndarray_input_is_only_for, sizeof(__pyx_k_numpy_ndarray_input_is_only_for), 0, 0, 1, 0},
+ {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1},
+ {&__pyx_n_s_objs, __pyx_k_objs, sizeof(__pyx_k_objs), 0, 0, 1, 1},
+ {&__pyx_n_s_order, __pyx_k_order, sizeof(__pyx_k_order), 0, 0, 1, 1},
+ {&__pyx_n_s_p, __pyx_k_p, sizeof(__pyx_k_p), 0, 0, 1, 1},
+ {&__pyx_n_s_poly, __pyx_k_poly, sizeof(__pyx_k_poly), 0, 0, 1, 1},
+ {&__pyx_n_s_preproc, __pyx_k_preproc, sizeof(__pyx_k_preproc), 0, 0, 1, 1},
+ {&__pyx_n_s_py_string, __pyx_k_py_string, sizeof(__pyx_k_py_string), 0, 0, 1, 1},
+ {&__pyx_n_s_pycocotools__mask, __pyx_k_pycocotools__mask, sizeof(__pyx_k_pycocotools__mask), 0, 0, 1, 1},
+ {&__pyx_n_s_pyiscrowd, __pyx_k_pyiscrowd, sizeof(__pyx_k_pyiscrowd), 0, 0, 1, 1},
+ {&__pyx_n_s_pyobj, __pyx_k_pyobj, sizeof(__pyx_k_pyobj), 0, 0, 1, 1},
+ {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
+ {&__pyx_n_s_reshape, __pyx_k_reshape, sizeof(__pyx_k_reshape), 0, 0, 1, 1},
+ {&__pyx_n_s_rleIou, __pyx_k_rleIou, sizeof(__pyx_k_rleIou), 0, 0, 1, 1},
+ {&__pyx_n_s_rleObjs, __pyx_k_rleObjs, sizeof(__pyx_k_rleObjs), 0, 0, 1, 1},
+ {&__pyx_n_s_shape, __pyx_k_shape, sizeof(__pyx_k_shape), 0, 0, 1, 1},
+ {&__pyx_n_s_size, __pyx_k_size, sizeof(__pyx_k_size), 0, 0, 1, 1},
+ {&__pyx_n_s_sys, __pyx_k_sys, sizeof(__pyx_k_sys), 0, 0, 1, 1},
+ {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
+ {&__pyx_n_s_toBbox, __pyx_k_toBbox, sizeof(__pyx_k_toBbox), 0, 0, 1, 1},
+ {&__pyx_n_s_toString, __pyx_k_toString, sizeof(__pyx_k_toString), 0, 0, 1, 1},
+ {&__pyx_n_s_tsungyi, __pyx_k_tsungyi, sizeof(__pyx_k_tsungyi), 0, 0, 1, 1},
+ {&__pyx_n_s_ucRles, __pyx_k_ucRles, sizeof(__pyx_k_ucRles), 0, 0, 1, 1},
+ {&__pyx_n_s_uint32, __pyx_k_uint32, sizeof(__pyx_k_uint32), 0, 0, 1, 1},
+ {&__pyx_n_s_uint8, __pyx_k_uint8, sizeof(__pyx_k_uint8), 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_kp_s_unrecognized_type_The_following, __pyx_k_unrecognized_type_The_following, sizeof(__pyx_k_unrecognized_type_The_following), 0, 0, 1, 0},
+ {&__pyx_n_s_utf8, __pyx_k_utf8, sizeof(__pyx_k_utf8), 0, 0, 1, 1},
+ {&__pyx_n_s_version_info, __pyx_k_version_info, sizeof(__pyx_k_version_info), 0, 0, 1, 1},
+ {&__pyx_n_s_w, __pyx_k_w, sizeof(__pyx_k_w), 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, 67, __pyx_L1_error)
+ __pyx_builtin_AttributeError = __Pyx_GetBuiltinName(__pyx_n_s_AttributeError); if (!__pyx_builtin_AttributeError) __PYX_ERR(0, 73, __pyx_L1_error)
+ __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) __PYX_ERR(0, 124, __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);
+
+ /* "pycocotools/_mask.pyx":126
+ * for i, obj in enumerate(rleObjs):
+ * if PYTHON_VERSION == 2:
+ * py_string = str(obj['counts']).encode('utf8') # <<<<<<<<<<<<<<
+ * elif PYTHON_VERSION == 3:
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts']
+ */
+ __pyx_tuple_ = PyTuple_Pack(1, __pyx_n_s_utf8); if (unlikely(!__pyx_tuple_)) __PYX_ERR(0, 126, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple_);
+ __Pyx_GIVEREF(__pyx_tuple_);
+
+ /* "pycocotools/_mask.pyx":130
+ * py_string = str.encode(obj['counts']) if type(obj['counts']) == str else obj['counts']
+ * else:
+ * raise Exception('Python version must be 2 or 3') # <<<<<<<<<<<<<<
+ * c_string = py_string
+ * rleFrString( <RLE*> &Rs._R[i], <char*> c_string, obj['size'][0], obj['size'][1] )
+ */
+ __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_Python_version_must_be_2_or_3); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 130, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__2);
+ __Pyx_GIVEREF(__pyx_tuple__2);
+
+ /* "pycocotools/_mask.pyx":154
+ * def merge(rleObjs, intersect=0):
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1) # <<<<<<<<<<<<<<
+ * rleMerge(<RLE*>Rs._R, <RLE*> R._R, <siz> Rs._n, intersect)
+ * obj = _toString(R)[0]
+ */
+ __pyx_tuple__3 = PyTuple_Pack(1, __pyx_int_1); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 154, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__3);
+ __Pyx_GIVEREF(__pyx_tuple__3);
+
+ /* "pycocotools/_mask.pyx":180
+ * # check if it's Nx4 bbox
+ * if not len(objs.shape) == 2 or not objs.shape[1] == 4:
+ * raise Exception('numpy ndarray input is only for *bounding boxes* and should have Nx4 dimension') # <<<<<<<<<<<<<<
+ * objs = objs.astype(np.double)
+ * elif type(objs) == list:
+ */
+ __pyx_tuple__4 = PyTuple_Pack(1, __pyx_kp_s_numpy_ndarray_input_is_only_for); if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 180, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__4);
+ __Pyx_GIVEREF(__pyx_tuple__4);
+
+ /* "pycocotools/_mask.pyx":193
+ * objs = _frString(objs)
+ * else:
+ * raise Exception('list input can be bounding box (Nx4) or RLEs ([RLE])') # <<<<<<<<<<<<<<
+ * else:
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ */
+ __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_list_input_can_be_bounding_box_N); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 193, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__5);
+ __Pyx_GIVEREF(__pyx_tuple__5);
+
+ /* "pycocotools/_mask.pyx":195
+ * raise Exception('list input can be bounding box (Nx4) or RLEs ([RLE])')
+ * else:
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.') # <<<<<<<<<<<<<<
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ */
+ __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_s_unrecognized_type_The_following); if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 195, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__6);
+ __Pyx_GIVEREF(__pyx_tuple__6);
+
+ /* "pycocotools/_mask.pyx":172
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ):
+ * def _preproc(objs): # <<<<<<<<<<<<<<
+ * if len(objs) == 0:
+ * return objs
+ */
+ __pyx_tuple__7 = PyTuple_Pack(4, __pyx_n_s_objs, __pyx_n_s_isbox, __pyx_n_s_isrle, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__7)) __PYX_ERR(0, 172, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__7);
+ __Pyx_GIVEREF(__pyx_tuple__7);
+ __pyx_codeobj__8 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__7, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_preproc, 172, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__8)) __PYX_ERR(0, 172, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":197
+ * raise Exception('unrecognized type. The following type: RLEs (rle), np.ndarray (box), and list (box) are supported.')
+ * return objs
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ */
+ __pyx_tuple__9 = PyTuple_Pack(6, __pyx_n_s_dt, __pyx_n_s_gt, __pyx_n_s_iscrowd, __pyx_n_s_m, __pyx_n_s_n, __pyx_n_s_iou); if (unlikely(!__pyx_tuple__9)) __PYX_ERR(0, 197, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__9);
+ __Pyx_GIVEREF(__pyx_tuple__9);
+ __pyx_codeobj__10 = (PyObject*)__Pyx_PyCode_New(6, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__9, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_rleIou, 197, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__10)) __PYX_ERR(0, 197, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":199
+ * def _rleIou(RLEs dt, RLEs gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * rleIou( <RLE*> dt._R, <RLE*> gt._R, m, n, <byte*> iscrowd.data, <double*> _iou.data )
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou): # <<<<<<<<<<<<<<
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj):
+ */
+ __pyx_tuple__11 = PyTuple_Pack(6, __pyx_n_s_dt, __pyx_n_s_gt, __pyx_n_s_iscrowd, __pyx_n_s_m, __pyx_n_s_n, __pyx_n_s_iou); if (unlikely(!__pyx_tuple__11)) __PYX_ERR(0, 199, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__11);
+ __Pyx_GIVEREF(__pyx_tuple__11);
+ __pyx_codeobj__12 = (PyObject*)__Pyx_PyCode_New(6, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__11, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_bbIou, 199, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__12)) __PYX_ERR(0, 199, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":201
+ * def _bbIou(np.ndarray[np.double_t, ndim=2] dt, np.ndarray[np.double_t, ndim=2] gt, np.ndarray[np.uint8_t, ndim=1] iscrowd, siz m, siz n, np.ndarray[np.double_t, ndim=1] _iou):
+ * bbIou( <BB> dt.data, <BB> gt.data, m, n, <byte*> iscrowd.data, <double*>_iou.data )
+ * def _len(obj): # <<<<<<<<<<<<<<
+ * cdef siz N = 0
+ * if type(obj) == RLEs:
+ */
+ __pyx_tuple__13 = PyTuple_Pack(2, __pyx_n_s_obj, __pyx_n_s_N); if (unlikely(!__pyx_tuple__13)) __PYX_ERR(0, 201, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__13);
+ __Pyx_GIVEREF(__pyx_tuple__13);
+ __pyx_codeobj__14 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__13, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_len, 201, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__14)) __PYX_ERR(0, 201, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":221
+ * return []
+ * if not type(dt) == type(gt):
+ * raise Exception('The dt and gt should have the same data type, either RLEs, list or np.ndarray') # <<<<<<<<<<<<<<
+ *
+ * # define local variables
+ */
+ __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_The_dt_and_gt_should_have_the_sa); if (unlikely(!__pyx_tuple__15)) __PYX_ERR(0, 221, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__15);
+ __Pyx_GIVEREF(__pyx_tuple__15);
+
+ /* "pycocotools/_mask.pyx":232
+ * _iouFun = _bbIou
+ * else:
+ * raise Exception('input data type not allowed.') # <<<<<<<<<<<<<<
+ * _iou = <double*> malloc(m*n* sizeof(double))
+ * iou = np.zeros((m*n, ), dtype=np.double)
+ */
+ __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_input_data_type_not_allowed); if (unlikely(!__pyx_tuple__16)) __PYX_ERR(0, 232, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__16);
+ __Pyx_GIVEREF(__pyx_tuple__16);
+
+ /* "pycocotools/_mask.pyx":277
+ * objs = []
+ * for i in range(n):
+ * Rs = RLEs(1) # <<<<<<<<<<<<<<
+ * cnts = np.array(ucRles[i]['counts'], dtype=np.uint32)
+ * # time for malloc can be saved here but it's fine
+ */
+ __pyx_tuple__17 = PyTuple_Pack(1, __pyx_int_1); if (unlikely(!__pyx_tuple__17)) __PYX_ERR(0, 277, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__17);
+ __Pyx_GIVEREF(__pyx_tuple__17);
+
+ /* "pycocotools/_mask.pyx":307
+ * objs = frUncompressedRLE([pyobj], h, w)[0]
+ * else:
+ * raise Exception('input type is not supported.') # <<<<<<<<<<<<<<
+ * return objs
+ */
+ __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s_input_type_is_not_supported); if (unlikely(!__pyx_tuple__18)) __PYX_ERR(0, 307, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__18);
+ __Pyx_GIVEREF(__pyx_tuple__18);
+
+ /* "../../../../../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__19 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__19)) __PYX_ERR(1, 218, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__19);
+ __Pyx_GIVEREF(__pyx_tuple__19);
+
+ /* "../../../../../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__20 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__20)) __PYX_ERR(1, 222, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__20);
+ __Pyx_GIVEREF(__pyx_tuple__20);
+
+ /* "../../../../../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__21 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__21)) __PYX_ERR(1, 259, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__21);
+ __Pyx_GIVEREF(__pyx_tuple__21);
+
+ /* "../../../../../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__22 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__22)) __PYX_ERR(1, 799, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__22);
+ __Pyx_GIVEREF(__pyx_tuple__22);
+
+ /* "../../../../../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__23 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__23)) __PYX_ERR(1, 803, __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":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__24 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__24)) __PYX_ERR(1, 823, __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":989
+ * _import_array()
+ * except Exception:
+ * raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<<
+ *
+ * cdef inline int import_umath() except -1:
+ */
+ __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); if (unlikely(!__pyx_tuple__25)) __PYX_ERR(1, 989, __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":995
+ * _import_umath()
+ * except Exception:
+ * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
+ *
+ * cdef inline int import_ufunc() except -1:
+ */
+ __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__26)) __PYX_ERR(1, 995, __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":1001
+ * _import_umath()
+ * except Exception:
+ * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
+ */
+ __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__27)) __PYX_ERR(1, 1001, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__27);
+ __Pyx_GIVEREF(__pyx_tuple__27);
+
+ /* "pycocotools/_mask.pyx":103
+ *
+ * # internal conversion from Python RLEs object to compressed RLE format
+ * def _toString(RLEs Rs): # <<<<<<<<<<<<<<
+ * cdef siz n = Rs.n
+ * cdef bytes py_string
+ */
+ __pyx_tuple__28 = PyTuple_Pack(6, __pyx_n_s_Rs, __pyx_n_s_n, __pyx_n_s_py_string, __pyx_n_s_c_string, __pyx_n_s_objs, __pyx_n_s_i); if (unlikely(!__pyx_tuple__28)) __PYX_ERR(0, 103, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__28);
+ __Pyx_GIVEREF(__pyx_tuple__28);
+ __pyx_codeobj__29 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__28, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_toString, 103, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__29)) __PYX_ERR(0, 103, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":119
+ *
+ * # internal conversion from compressed RLE format to Python RLEs object
+ * def _frString(rleObjs): # <<<<<<<<<<<<<<
+ * cdef siz n = len(rleObjs)
+ * Rs = RLEs(n)
+ */
+ __pyx_tuple__30 = PyTuple_Pack(7, __pyx_n_s_rleObjs, __pyx_n_s_n, __pyx_n_s_Rs, __pyx_n_s_py_string, __pyx_n_s_c_string, __pyx_n_s_i, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__30)) __PYX_ERR(0, 119, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__30);
+ __Pyx_GIVEREF(__pyx_tuple__30);
+ __pyx_codeobj__31 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__30, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_frString, 119, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__31)) __PYX_ERR(0, 119, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":137
+ * # encode mask to RLEs objects
+ * # list of RLE string can be generated by RLEs member function
+ * def encode(np.ndarray[np.uint8_t, ndim=3, mode='fortran'] mask): # <<<<<<<<<<<<<<
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2]
+ * cdef RLEs Rs = RLEs(n)
+ */
+ __pyx_tuple__32 = PyTuple_Pack(6, __pyx_n_s_mask, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_n, __pyx_n_s_Rs, __pyx_n_s_objs); if (unlikely(!__pyx_tuple__32)) __PYX_ERR(0, 137, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__32);
+ __Pyx_GIVEREF(__pyx_tuple__32);
+ __pyx_codeobj__33 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 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_encode, 137, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__33)) __PYX_ERR(0, 137, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":145
+ *
+ * # decode mask from compressed list of RLE string or RLEs object
+ * def decode(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ */
+ __pyx_tuple__34 = PyTuple_Pack(6, __pyx_n_s_rleObjs, __pyx_n_s_Rs, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_n, __pyx_n_s_masks); if (unlikely(!__pyx_tuple__34)) __PYX_ERR(0, 145, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__34);
+ __Pyx_GIVEREF(__pyx_tuple__34);
+ __pyx_codeobj__35 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 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_decode, 145, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__35)) __PYX_ERR(0, 145, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":152
+ * return np.array(masks)
+ *
+ * def merge(rleObjs, intersect=0): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1)
+ */
+ __pyx_tuple__36 = PyTuple_Pack(5, __pyx_n_s_rleObjs, __pyx_n_s_intersect, __pyx_n_s_Rs, __pyx_n_s_R, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__36)) __PYX_ERR(0, 152, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__36);
+ __Pyx_GIVEREF(__pyx_tuple__36);
+ __pyx_codeobj__37 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__36, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_merge, 152, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__37)) __PYX_ERR(0, 152, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":159
+ * return obj
+ *
+ * def area(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint))
+ */
+ __pyx_tuple__38 = PyTuple_Pack(5, __pyx_n_s_rleObjs, __pyx_n_s_Rs, __pyx_n_s_a, __pyx_n_s_shape, __pyx_n_s_a_2); if (unlikely(!__pyx_tuple__38)) __PYX_ERR(0, 159, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__38);
+ __Pyx_GIVEREF(__pyx_tuple__38);
+ __pyx_codeobj__39 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__38, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_area, 159, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__39)) __PYX_ERR(0, 159, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":171
+ *
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ): # <<<<<<<<<<<<<<
+ * def _preproc(objs):
+ * if len(objs) == 0:
+ */
+ __pyx_tuple__40 = PyTuple_Pack(18, __pyx_n_s_dt, __pyx_n_s_gt, __pyx_n_s_pyiscrowd, __pyx_n_s_preproc, __pyx_n_s_preproc, __pyx_n_s_rleIou, __pyx_n_s_rleIou, __pyx_n_s_bbIou, __pyx_n_s_bbIou, __pyx_n_s_len, __pyx_n_s_len, __pyx_n_s_iscrowd, __pyx_n_s_m, __pyx_n_s_n, __pyx_n_s_iou, __pyx_n_s_shape, __pyx_n_s_iouFun, __pyx_n_s_iou_2); if (unlikely(!__pyx_tuple__40)) __PYX_ERR(0, 171, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__40);
+ __Pyx_GIVEREF(__pyx_tuple__40);
+ __pyx_codeobj__41 = (PyObject*)__Pyx_PyCode_New(3, 0, 18, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__40, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_iou_2, 171, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__41)) __PYX_ERR(0, 171, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":241
+ * return iou.reshape((m,n), order='F')
+ *
+ * def toBbox( rleObjs ): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef siz n = Rs.n
+ */
+ __pyx_tuple__42 = PyTuple_Pack(6, __pyx_n_s_rleObjs, __pyx_n_s_Rs, __pyx_n_s_n, __pyx_n_s_bb_2, __pyx_n_s_shape, __pyx_n_s_bb); if (unlikely(!__pyx_tuple__42)) __PYX_ERR(0, 241, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__42);
+ __Pyx_GIVEREF(__pyx_tuple__42);
+ __pyx_codeobj__43 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__42, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_toBbox, 241, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__43)) __PYX_ERR(0, 241, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":253
+ * return bb
+ *
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef siz n = bb.shape[0]
+ * Rs = RLEs(n)
+ */
+ __pyx_tuple__44 = PyTuple_Pack(6, __pyx_n_s_bb, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_n, __pyx_n_s_Rs, __pyx_n_s_objs); if (unlikely(!__pyx_tuple__44)) __PYX_ERR(0, 253, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__44);
+ __Pyx_GIVEREF(__pyx_tuple__44);
+ __pyx_codeobj__45 = (PyObject*)__Pyx_PyCode_New(3, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__44, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_frBbox, 253, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__45)) __PYX_ERR(0, 253, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":260
+ * return objs
+ *
+ * def frPoly( poly, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.double_t, ndim=1] np_poly
+ * n = len(poly)
+ */
+ __pyx_tuple__46 = PyTuple_Pack(9, __pyx_n_s_poly, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_np_poly, __pyx_n_s_n, __pyx_n_s_Rs, __pyx_n_s_i, __pyx_n_s_p, __pyx_n_s_objs); if (unlikely(!__pyx_tuple__46)) __PYX_ERR(0, 260, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__46);
+ __Pyx_GIVEREF(__pyx_tuple__46);
+ __pyx_codeobj__47 = (PyObject*)__Pyx_PyCode_New(3, 0, 9, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__46, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_frPoly, 260, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__47)) __PYX_ERR(0, 260, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":270
+ * return objs
+ *
+ * def frUncompressedRLE(ucRles, siz h, siz w): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.uint32_t, ndim=1] cnts
+ * cdef RLE R
+ */
+ __pyx_tuple__48 = PyTuple_Pack(11, __pyx_n_s_ucRles, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_cnts, __pyx_n_s_R, __pyx_n_s_data, __pyx_n_s_n, __pyx_n_s_objs, __pyx_n_s_i, __pyx_n_s_Rs, __pyx_n_s_j); if (unlikely(!__pyx_tuple__48)) __PYX_ERR(0, 270, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__48);
+ __Pyx_GIVEREF(__pyx_tuple__48);
+ __pyx_codeobj__49 = (PyObject*)__Pyx_PyCode_New(3, 0, 11, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__48, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_frUncompressedRLE, 270, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__49)) __PYX_ERR(0, 270, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":288
+ * return objs
+ *
+ * def frPyObjects(pyobj, h, w): # <<<<<<<<<<<<<<
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray:
+ */
+ __pyx_tuple__50 = PyTuple_Pack(4, __pyx_n_s_pyobj, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_objs); if (unlikely(!__pyx_tuple__50)) __PYX_ERR(0, 288, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_tuple__50);
+ __Pyx_GIVEREF(__pyx_tuple__50);
+ __pyx_codeobj__51 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__50, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yjr_PycharmProjects_Faster, __pyx_n_s_frPyObjects, 288, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__51)) __PYX_ERR(0, 288, __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_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)
+ return 0;
+ __pyx_L1_error:;
+ return -1;
+}
+
+#if PY_MAJOR_VERSION < 3
+PyMODINIT_FUNC init_mask(void); /*proto*/
+PyMODINIT_FUNC init_mask(void)
+#else
+PyMODINIT_FUNC PyInit__mask(void); /*proto*/
+PyMODINIT_FUNC PyInit__mask(void)
+#endif
+{
+ PyObject *__pyx_t_1 = NULL;
+ PyObject *__pyx_t_2 = NULL;
+ int __pyx_t_3;
+ __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__mask(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("_mask", __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_pycocotools___mask) {
+ 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, "pycocotools._mask")) {
+ if (unlikely(PyDict_SetItemString(modules, "pycocotools._mask", __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 ---*/
+ if (PyType_Ready(&__pyx_type_11pycocotools_5_mask_RLEs) < 0) __PYX_ERR(0, 56, __pyx_L1_error)
+ __pyx_type_11pycocotools_5_mask_RLEs.tp_print = 0;
+ if (PyObject_SetAttrString(__pyx_m, "RLEs", (PyObject *)&__pyx_type_11pycocotools_5_mask_RLEs) < 0) __PYX_ERR(0, 56, __pyx_L1_error)
+ __pyx_ptype_11pycocotools_5_mask_RLEs = &__pyx_type_11pycocotools_5_mask_RLEs;
+ if (PyType_Ready(&__pyx_type_11pycocotools_5_mask_Masks) < 0) __PYX_ERR(0, 77, __pyx_L1_error)
+ __pyx_type_11pycocotools_5_mask_Masks.tp_print = 0;
+ if (PyObject_SetAttrString(__pyx_m, "Masks", (PyObject *)&__pyx_type_11pycocotools_5_mask_Masks) < 0) __PYX_ERR(0, 77, __pyx_L1_error)
+ __pyx_ptype_11pycocotools_5_mask_Masks = &__pyx_type_11pycocotools_5_mask_Masks;
+ /*--- 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
+
+ /* "pycocotools/_mask.pyx":11
+ * #**************************************************************************
+ *
+ * __author__ = 'tsungyi' # <<<<<<<<<<<<<<
+ *
+ * import sys
+ */
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_author, __pyx_n_s_tsungyi) < 0) __PYX_ERR(0, 11, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":13
+ * __author__ = 'tsungyi'
+ *
+ * import sys # <<<<<<<<<<<<<<
+ * PYTHON_VERSION = sys.version_info[0]
+ *
+ */
+ __pyx_t_1 = __Pyx_Import(__pyx_n_s_sys, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 13, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_sys, __pyx_t_1) < 0) __PYX_ERR(0, 13, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":14
+ *
+ * import sys
+ * PYTHON_VERSION = sys.version_info[0] # <<<<<<<<<<<<<<
+ *
+ * # import both Python-level and C-level symbols of Numpy
+ */
+ __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 14, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_version_info); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 14, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_2);
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+ __pyx_t_1 = __Pyx_GetItemInt(__pyx_t_2, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 14, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_PYTHON_VERSION, __pyx_t_1) < 0) __PYX_ERR(0, 14, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":18
+ * # import both Python-level and C-level symbols of Numpy
+ * # the API uses Numpy to interface C and Python
+ * import numpy as np # <<<<<<<<<<<<<<
+ * cimport numpy as np
+ * from libc.stdlib cimport malloc, free
+ */
+ __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 18, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) __PYX_ERR(0, 18, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":23
+ *
+ * # intialized Numpy. must do.
+ * np.import_array() # <<<<<<<<<<<<<<
+ *
+ * # import numpy C function
+ */
+ __pyx_t_3 = __pyx_f_5numpy_import_array(); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(0, 23, __pyx_L1_error)
+
+ /* "pycocotools/_mask.pyx":103
+ *
+ * # internal conversion from Python RLEs object to compressed RLE format
+ * def _toString(RLEs Rs): # <<<<<<<<<<<<<<
+ * cdef siz n = Rs.n
+ * cdef bytes py_string
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_1_toString, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 103, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_toString, __pyx_t_1) < 0) __PYX_ERR(0, 103, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":119
+ *
+ * # internal conversion from compressed RLE format to Python RLEs object
+ * def _frString(rleObjs): # <<<<<<<<<<<<<<
+ * cdef siz n = len(rleObjs)
+ * Rs = RLEs(n)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_3_frString, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 119, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_frString, __pyx_t_1) < 0) __PYX_ERR(0, 119, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":137
+ * # encode mask to RLEs objects
+ * # list of RLE string can be generated by RLEs member function
+ * def encode(np.ndarray[np.uint8_t, ndim=3, mode='fortran'] mask): # <<<<<<<<<<<<<<
+ * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2]
+ * cdef RLEs Rs = RLEs(n)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_5encode, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 137, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_encode, __pyx_t_1) < 0) __PYX_ERR(0, 137, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":145
+ *
+ * # decode mask from compressed list of RLE string or RLEs object
+ * def decode(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_7decode, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 145, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_decode, __pyx_t_1) < 0) __PYX_ERR(0, 145, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":152
+ * return np.array(masks)
+ *
+ * def merge(rleObjs, intersect=0): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef RLEs R = RLEs(1)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_9merge, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 152, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_merge, __pyx_t_1) < 0) __PYX_ERR(0, 152, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":159
+ * return obj
+ *
+ * def area(rleObjs): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef uint* _a = <uint*> malloc(Rs._n* sizeof(uint))
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_11area, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 159, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_area, __pyx_t_1) < 0) __PYX_ERR(0, 159, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":171
+ *
+ * # iou computation. support function overload (RLEs-RLEs and bbox-bbox).
+ * def iou( dt, gt, pyiscrowd ): # <<<<<<<<<<<<<<
+ * def _preproc(objs):
+ * if len(objs) == 0:
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_13iou, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 171, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_iou_2, __pyx_t_1) < 0) __PYX_ERR(0, 171, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":241
+ * return iou.reshape((m,n), order='F')
+ *
+ * def toBbox( rleObjs ): # <<<<<<<<<<<<<<
+ * cdef RLEs Rs = _frString(rleObjs)
+ * cdef siz n = Rs.n
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_15toBbox, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 241, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_toBbox, __pyx_t_1) < 0) __PYX_ERR(0, 241, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":253
+ * return bb
+ *
+ * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef siz n = bb.shape[0]
+ * Rs = RLEs(n)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_17frBbox, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 253, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_frBbox, __pyx_t_1) < 0) __PYX_ERR(0, 253, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":260
+ * return objs
+ *
+ * def frPoly( poly, siz h, siz w ): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.double_t, ndim=1] np_poly
+ * n = len(poly)
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_19frPoly, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 260, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_frPoly, __pyx_t_1) < 0) __PYX_ERR(0, 260, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":270
+ * return objs
+ *
+ * def frUncompressedRLE(ucRles, siz h, siz w): # <<<<<<<<<<<<<<
+ * cdef np.ndarray[np.uint32_t, ndim=1] cnts
+ * cdef RLE R
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_21frUncompressedRLE, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 270, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_frUncompressedRLE, __pyx_t_1) < 0) __PYX_ERR(0, 270, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":288
+ * return objs
+ *
+ * def frPyObjects(pyobj, h, w): # <<<<<<<<<<<<<<
+ * # encode rle from a list of python objects
+ * if type(pyobj) == np.ndarray:
+ */
+ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_11pycocotools_5_mask_23frPyObjects, NULL, __pyx_n_s_pycocotools__mask); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 288, __pyx_L1_error)
+ __Pyx_GOTREF(__pyx_t_1);
+ if (PyDict_SetItem(__pyx_d, __pyx_n_s_frPyObjects, __pyx_t_1) < 0) __PYX_ERR(0, 288, __pyx_L1_error)
+ __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
+
+ /* "pycocotools/_mask.pyx":1
+ * # distutils: language = c # <<<<<<<<<<<<<<
+ * # distutils: sources = ../common/maskApi.c
+ *
+ */
+ __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);
+ __Pyx_XDECREF(__pyx_t_2);
+ if (__pyx_m) {
+ if (__pyx_d) {
+ __Pyx_AddTraceback("init pycocotools._mask", __pyx_clineno, __pyx_lineno, __pyx_filename);
+ }
+ Py_DECREF(__pyx_m); __pyx_m = 0;
+ } else if (!PyErr_Occurred()) {
+ PyErr_SetString(PyExc_ImportError, "init pycocotools._mask");
+ }
+ __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;
+}
+
+/* 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;
+}
+
+/* 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);
+}
+
+/* BytesEquals */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+ if (s1 == s2) {
+ return (equals == Py_EQ);
+ } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
+ const char *ps1, *ps2;
+ Py_ssize_t length = PyBytes_GET_SIZE(s1);
+ if (length != PyBytes_GET_SIZE(s2))
+ return (equals == Py_NE);
+ ps1 = PyBytes_AS_STRING(s1);
+ ps2 = PyBytes_AS_STRING(s2);
+ if (ps1[0] != ps2[0]) {
+ return (equals == Py_NE);
+ } else if (length == 1) {
+ return (equals == Py_EQ);
+ } else {
+ int result = memcmp(ps1, ps2, (size_t)length);
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
+ return (equals == Py_NE);
+ } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
+ return (equals == Py_NE);
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+#endif
+}
+
+/* UnicodeEquals */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyObject_RichCompareBool(s1, s2, equals);
+#else
+#if PY_MAJOR_VERSION < 3
+ PyObject* owned_ref = NULL;
+#endif
+ int s1_is_unicode, s2_is_unicode;
+ if (s1 == s2) {
+ goto return_eq;
+ }
+ s1_is_unicode = PyUnicode_CheckExact(s1);
+ s2_is_unicode = PyUnicode_CheckExact(s2);
+#if PY_MAJOR_VERSION < 3
+ if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
+ owned_ref = PyUnicode_FromObject(s2);
+ if (unlikely(!owned_ref))
+ return -1;
+ s2 = owned_ref;
+ s2_is_unicode = 1;
+ } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
+ owned_ref = PyUnicode_FromObject(s1);
+ if (unlikely(!owned_ref))
+ return -1;
+ s1 = owned_ref;
+ s1_is_unicode = 1;
+ } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
+ return __Pyx_PyBytes_Equals(s1, s2, equals);
+ }
+#endif
+ if (s1_is_unicode & s2_is_unicode) {
+ Py_ssize_t length;
+ int kind;
+ void *data1, *data2;
+ if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
+ return -1;
+ length = __Pyx_PyUnicode_GET_LENGTH(s1);
+ if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
+ goto return_ne;
+ }
+ kind = __Pyx_PyUnicode_KIND(s1);
+ if (kind != __Pyx_PyUnicode_KIND(s2)) {
+ goto return_ne;
+ }
+ data1 = __Pyx_PyUnicode_DATA(s1);
+ data2 = __Pyx_PyUnicode_DATA(s2);
+ if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
+ goto return_ne;
+ } else if (length == 1) {
+ goto return_eq;
+ } else {
+ int result = memcmp(data1, data2, (size_t)(length * kind));
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ return (equals == Py_EQ) ? (result == 0) : (result != 0);
+ }
+ } else if ((s1 == Py_None) & s2_is_unicode) {
+ goto return_ne;
+ } else if ((s2 == Py_None) & s1_is_unicode) {
+ goto return_ne;
+ } else {
+ int result;
+ PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
+ if (!py_result)
+ return -1;
+ result = __Pyx_PyObject_IsTrue(py_result);
+ Py_DECREF(py_result);
+ return result;
+ }
+return_eq:
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ return (equals == Py_EQ);
+return_ne:
+ #if PY_MAJOR_VERSION < 3
+ Py_XDECREF(owned_ref);
+ #endif
+ return (equals == Py_NE);
+#endif
+}
+
+/* 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
+
+/* 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
+
+/* 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;
+}
+
+/* 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;
+}
+
+/* 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
+
+/* PyIntBinop */
+ #if !CYTHON_COMPILING_IN_PYPY
+static PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
+ if (op1 == op2) {
+ Py_RETURN_TRUE;
+ }
+ #if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_CheckExact(op1))) {
+ const long b = intval;
+ long a = PyInt_AS_LONG(op1);
+ if (a == b) {
+ Py_RETURN_TRUE;
+ } else {
+ Py_RETURN_FALSE;
+ }
+ }
+ #endif
+ #if CYTHON_USE_PYLONG_INTERNALS
+ if (likely(PyLong_CheckExact(op1))) {
+ const long b = intval;
+ long a;
+ 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;
+ }
+ case 2:
+ if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
+ a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
+ break;
+ }
+ 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;
+ }
+ 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;
+ }
+ 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;
+ }
+ 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;
+ }
+ #if PyLong_SHIFT < 30 && PyLong_SHIFT != 15
+ default: return PyLong_Type.tp_richcompare(op1, op2, Py_EQ);
+ #else
+ default: Py_RETURN_FALSE;
+ #endif
+ }
+ }
+ if (a == b) {
+ Py_RETURN_TRUE;
+ } else {
+ Py_RETURN_FALSE;
+ }
+ }
+ #endif
+ if (PyFloat_CheckExact(op1)) {
+ const long b = intval;
+ double a = PyFloat_AS_DOUBLE(op1);
+ if ((double)a == (double)b) {
+ Py_RETURN_TRUE;
+ } else {
+ Py_RETURN_FALSE;
+ }
+ }
+ return PyObject_RichCompare(op1, op2, Py_EQ);
+}
+#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;
+}
+
+/* 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
+
+/* 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
+
+/* GetItemInt */
+ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
+ PyObject *r;
+ if (!j) return NULL;
+ r = PyObject_GetItem(o, j);
+ Py_DECREF(j);
+ return r;
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+ CYTHON_NCP_UNUSED int wraparound,
+ CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o);
+ if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
+ PyObject *r = PyList_GET_ITEM(o, i);
+ Py_INCREF(r);
+ return r;
+ }
+ return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+ return PySequence_GetItem(o, i);
+#endif
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+ CYTHON_NCP_UNUSED int wraparound,
+ CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o);
+ if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
+ PyObject *r = PyTuple_GET_ITEM(o, i);
+ Py_INCREF(r);
+ return r;
+ }
+ return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+#else
+ return PySequence_GetItem(o, i);
+#endif
+}
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
+ CYTHON_NCP_UNUSED int wraparound,
+ CYTHON_NCP_UNUSED int boundscheck) {
+#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
+ if (is_list || PyList_CheckExact(o)) {
+ Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
+ if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) {
+ PyObject *r = PyList_GET_ITEM(o, n);
+ Py_INCREF(r);
+ return r;
+ }
+ }
+ else if (PyTuple_CheckExact(o)) {
+ Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
+ if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
+ PyObject *r = PyTuple_GET_ITEM(o, n);
+ Py_INCREF(r);
+ return r;
+ }
+ } else {
+ PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
+ if (likely(m && m->sq_item)) {
+ if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
+ Py_ssize_t l = m->sq_length(o);
+ if (likely(l >= 0)) {
+ i += l;
+ } else {
+ if (!PyErr_ExceptionMatches(PyExc_OverflowError))
+ return NULL;
+ PyErr_Clear();
+ }
+ }
+ return m->sq_item(o, i);
+ }
+ }
+#else
+ if (is_list || PySequence_Check(o)) {
+ return PySequence_GetItem(o, i);
+ }
+#endif
+ return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
+}
+
+/* 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);
+}
+
+/* FetchCommonType */
+ static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
+ PyObject* fake_module;
+ PyTypeObject* cached_type = NULL;
+ fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
+ if (!fake_module) return NULL;
+ Py_INCREF(fake_module);
+ cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
+ if (cached_type) {
+ if (!PyType_Check((PyObject*)cached_type)) {
+ PyErr_Format(PyExc_TypeError,
+ "Shared Cython type %.200s is not a type object",
+ type->tp_name);
+ goto bad;
+ }
+ if (cached_type->tp_basicsize != type->tp_basicsize) {
+ PyErr_Format(PyExc_TypeError,
+ "Shared Cython type %.200s has the wrong size, try recompiling",
+ type->tp_name);
+ goto bad;
+ }
+ } else {
+ if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
+ PyErr_Clear();
+ if (PyType_Ready(type) < 0) goto bad;
+ if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
+ goto bad;
+ Py_INCREF(type);
+ cached_type = type;
+ }
+done:
+ Py_DECREF(fake_module);
+ return cached_type;
+bad:
+ Py_XDECREF(cached_type);
+ cached_type = NULL;
+ goto done;
+}
+
+/* CythonFunction */
+ static PyObject *
+__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
+{
+ if (unlikely(op->func_doc == NULL)) {
+ if (op->func.m_ml->ml_doc) {
+#if PY_MAJOR_VERSION >= 3
+ op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
+#else
+ op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
+#endif
+ if (unlikely(op->func_doc == NULL))
+ return NULL;
+ } else {
+ Py_INCREF(Py_None);
+ return Py_None;
+ }
+ }
+ Py_INCREF(op->func_doc);
+ return op->func_doc;
+}
+static int
+__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
+{
+ PyObject *tmp = op->func_doc;
+ if (value == NULL) {
+ value = Py_None;
+ }
+ Py_INCREF(value);
+ op->func_doc = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
+{
+ if (unlikely(op->func_name == NULL)) {
+#if PY_MAJOR_VERSION >= 3
+ op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
+#else
+ op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
+#endif
+ if (unlikely(op->func_name == NULL))
+ return NULL;
+ }
+ Py_INCREF(op->func_name);
+ return op->func_name;
+}
+static int
+__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
+{
+ PyObject *tmp;
+#if PY_MAJOR_VERSION >= 3
+ if (unlikely(value == NULL || !PyUnicode_Check(value))) {
+#else
+ if (unlikely(value == NULL || !PyString_Check(value))) {
+#endif
+ PyErr_SetString(PyExc_TypeError,
+ "__name__ must be set to a string object");
+ return -1;
+ }
+ tmp = op->func_name;
+ Py_INCREF(value);
+ op->func_name = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
+{
+ Py_INCREF(op->func_qualname);
+ return op->func_qualname;
+}
+static int
+__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
+{
+ PyObject *tmp;
+#if PY_MAJOR_VERSION >= 3
+ if (unlikely(value == NULL || !PyUnicode_Check(value))) {
+#else
+ if (unlikely(value == NULL || !PyString_Check(value))) {
+#endif
+ PyErr_SetString(PyExc_TypeError,
+ "__qualname__ must be set to a string object");
+ return -1;
+ }
+ tmp = op->func_qualname;
+ Py_INCREF(value);
+ op->func_qualname = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
+{
+ PyObject *self;
+ self = m->func_closure;
+ if (self == NULL)
+ self = Py_None;
+ Py_INCREF(self);
+ return self;
+}
+static PyObject *
+__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
+{
+ if (unlikely(op->func_dict == NULL)) {
+ op->func_dict = PyDict_New();
+ if (unlikely(op->func_dict == NULL))
+ return NULL;
+ }
+ Py_INCREF(op->func_dict);
+ return op->func_dict;
+}
+static int
+__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
+{
+ PyObject *tmp;
+ if (unlikely(value == NULL)) {
+ PyErr_SetString(PyExc_TypeError,
+ "function's dictionary may not be deleted");
+ return -1;
+ }
+ if (unlikely(!PyDict_Check(value))) {
+ PyErr_SetString(PyExc_TypeError,
+ "setting function's dictionary to a non-dict");
+ return -1;
+ }
+ tmp = op->func_dict;
+ Py_INCREF(value);
+ op->func_dict = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
+{
+ Py_INCREF(op->func_globals);
+ return op->func_globals;
+}
+static PyObject *
+__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
+{
+ Py_INCREF(Py_None);
+ return Py_None;
+}
+static PyObject *
+__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
+{
+ PyObject* result = (op->func_code) ? op->func_code : Py_None;
+ Py_INCREF(result);
+ return result;
+}
+static int
+__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
+ int result = 0;
+ PyObject *res = op->defaults_getter((PyObject *) op);
+ if (unlikely(!res))
+ return -1;
+ #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+ op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
+ Py_INCREF(op->defaults_tuple);
+ op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
+ Py_INCREF(op->defaults_kwdict);
+ #else
+ op->defaults_tuple = PySequence_ITEM(res, 0);
+ if (unlikely(!op->defaults_tuple)) result = -1;
+ else {
+ op->defaults_kwdict = PySequence_ITEM(res, 1);
+ if (unlikely(!op->defaults_kwdict)) result = -1;
+ }
+ #endif
+ Py_DECREF(res);
+ return result;
+}
+static int
+__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) {
+ PyObject* tmp;
+ if (!value) {
+ value = Py_None;
+ } else if (value != Py_None && !PyTuple_Check(value)) {
+ PyErr_SetString(PyExc_TypeError,
+ "__defaults__ must be set to a tuple object");
+ return -1;
+ }
+ Py_INCREF(value);
+ tmp = op->defaults_tuple;
+ op->defaults_tuple = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
+ PyObject* result = op->defaults_tuple;
+ if (unlikely(!result)) {
+ if (op->defaults_getter) {
+ if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
+ result = op->defaults_tuple;
+ } else {
+ result = Py_None;
+ }
+ }
+ Py_INCREF(result);
+ return result;
+}
+static int
+__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
+ PyObject* tmp;
+ if (!value) {
+ value = Py_None;
+ } else if (value != Py_None && !PyDict_Check(value)) {
+ PyErr_SetString(PyExc_TypeError,
+ "__kwdefaults__ must be set to a dict object");
+ return -1;
+ }
+ Py_INCREF(value);
+ tmp = op->defaults_kwdict;
+ op->defaults_kwdict = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
+ PyObject* result = op->defaults_kwdict;
+ if (unlikely(!result)) {
+ if (op->defaults_getter) {
+ if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
+ result = op->defaults_kwdict;
+ } else {
+ result = Py_None;
+ }
+ }
+ Py_INCREF(result);
+ return result;
+}
+static int
+__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
+ PyObject* tmp;
+ if (!value || value == Py_None) {
+ value = NULL;
+ } else if (!PyDict_Check(value)) {
+ PyErr_SetString(PyExc_TypeError,
+ "__annotations__ must be set to a dict object");
+ return -1;
+ }
+ Py_XINCREF(value);
+ tmp = op->func_annotations;
+ op->func_annotations = value;
+ Py_XDECREF(tmp);
+ return 0;
+}
+static PyObject *
+__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) {
+ PyObject* result = op->func_annotations;
+ if (unlikely(!result)) {
+ result = PyDict_New();
+ if (unlikely(!result)) return NULL;
+ op->func_annotations = result;
+ }
+ Py_INCREF(result);
+ return result;
+}
+static PyGetSetDef __pyx_CyFunction_getsets[] = {
+ {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
+ {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
+ {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
+ {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
+ {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
+ {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
+ {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
+ {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
+ {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
+ {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
+ {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
+ {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
+ {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
+ {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
+ {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
+ {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
+ {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
+ {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
+ {0, 0, 0, 0, 0}
+};
+static PyMemberDef __pyx_CyFunction_members[] = {
+ {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0},
+ {0, 0, 0, 0, 0}
+};
+static PyObject *
+__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
+{
+#if PY_MAJOR_VERSION >= 3
+ return PyUnicode_FromString(m->func.m_ml->ml_name);
+#else
+ return PyString_FromString(m->func.m_ml->ml_name);
+#endif
+}
+static PyMethodDef __pyx_CyFunction_methods[] = {
+ {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
+ {0, 0, 0, 0}
+};
+#if PY_VERSION_HEX < 0x030500A0
+#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
+#else
+#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
+#endif
+static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
+ PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
+ __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
+ if (op == NULL)
+ return NULL;
+ op->flags = flags;
+ __Pyx_CyFunction_weakreflist(op) = NULL;
+ op->func.m_ml = ml;
+ op->func.m_self = (PyObject *) op;
+ Py_XINCREF(closure);
+ op->func_closure = closure;
+ Py_XINCREF(module);
+ op->func.m_module = module;
+ op->func_dict = NULL;
+ op->func_name = NULL;
+ Py_INCREF(qualname);
+ op->func_qualname = qualname;
+ op->func_doc = NULL;
+ op->func_classobj = NULL;
+ op->func_globals = globals;
+ Py_INCREF(op->func_globals);
+ Py_XINCREF(code);
+ op->func_code = code;
+ op->defaults_pyobjects = 0;
+ op->defaults = NULL;
+ op->defaults_tuple = NULL;
+ op->defaults_kwdict = NULL;
+ op->defaults_getter = NULL;
+ op->func_annotations = NULL;
+ PyObject_GC_Track(op);
+ return (PyObject *) op;
+}
+static int
+__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
+{
+ Py_CLEAR(m->func_closure);
+ Py_CLEAR(m->func.m_module);
+ Py_CLEAR(m->func_dict);
+ Py_CLEAR(m->func_name);
+ Py_CLEAR(m->func_qualname);
+ Py_CLEAR(m->func_doc);
+ Py_CLEAR(m->func_globals);
+ Py_CLEAR(m->func_code);
+ Py_CLEAR(m->func_classobj);
+ Py_CLEAR(m->defaults_tuple);
+ Py_CLEAR(m->defaults_kwdict);
+ Py_CLEAR(m->func_annotations);
+ if (m->defaults) {
+ PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
+ int i;
+ for (i = 0; i < m->defaults_pyobjects; i++)
+ Py_XDECREF(pydefaults[i]);
+ PyObject_Free(m->defaults);
+ m->defaults = NULL;
+ }
+ return 0;
+}
+static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
+{
+ PyObject_GC_UnTrack(m);
+ if (__Pyx_CyFunction_weakreflist(m) != NULL)
+ PyObject_ClearWeakRefs((PyObject *) m);
+ __Pyx_CyFunction_clear(m);
+ PyObject_GC_Del(m);
+}
+static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
+{
+ Py_VISIT(m->func_closure);
+ Py_VISIT(m->func.m_module);
+ Py_VISIT(m->func_dict);
+ Py_VISIT(m->func_name);
+ Py_VISIT(m->func_qualname);
+ Py_VISIT(m->func_doc);
+ Py_VISIT(m->func_globals);
+ Py_VISIT(m->func_code);
+ Py_VISIT(m->func_classobj);
+ Py_VISIT(m->defaults_tuple);
+ Py_VISIT(m->defaults_kwdict);
+ if (m->defaults) {
+ PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
+ int i;
+ for (i = 0; i < m->defaults_pyobjects; i++)
+ Py_VISIT(pydefaults[i]);
+ }
+ return 0;
+}
+static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
+{
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
+ Py_INCREF(func);
+ return func;
+ }
+ if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
+ if (type == NULL)
+ type = (PyObject *)(Py_TYPE(obj));
+ return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
+ }
+ if (obj == Py_None)
+ obj = NULL;
+ return __Pyx_PyMethod_New(func, obj, type);
+}
+static PyObject*
+__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
+{
+#if PY_MAJOR_VERSION >= 3
+ return PyUnicode_FromFormat("<cyfunction %U at %p>",
+ op->func_qualname, (void *)op);
+#else
+ return PyString_FromFormat("<cyfunction %s at %p>",
+ PyString_AsString(op->func_qualname), (void *)op);
+#endif
+}
+static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
+ PyCFunctionObject* f = (PyCFunctionObject*)func;
+ PyCFunction meth = f->m_ml->ml_meth;
+ Py_ssize_t size;
+ switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
+ case METH_VARARGS:
+ if (likely(kw == NULL || PyDict_Size(kw) == 0))
+ return (*meth)(self, arg);
+ break;
+ case METH_VARARGS | METH_KEYWORDS:
+ return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
+ case METH_NOARGS:
+ if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
+ size = PyTuple_GET_SIZE(arg);
+ if (likely(size == 0))
+ return (*meth)(self, NULL);
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ f->m_ml->ml_name, size);
+ return NULL;
+ }
+ break;
+ case METH_O:
+ if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
+ size = PyTuple_GET_SIZE(arg);
+ if (likely(size == 1)) {
+ PyObject *result, *arg0 = PySequence_ITEM(arg, 0);
+ if (unlikely(!arg0)) return NULL;
+ result = (*meth)(self, arg0);
+ Py_DECREF(arg0);
+ return result;
+ }
+ PyErr_Format(PyExc_TypeError,
+ "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
+ f->m_ml->ml_name, size);
+ return NULL;
+ }
+ break;
+ default:
+ PyErr_SetString(PyExc_SystemError, "Bad call flags in "
+ "__Pyx_CyFunction_Call. METH_OLDARGS is no "
+ "longer supported!");
+ return NULL;
+ }
+ PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
+ f->m_ml->ml_name);
+ return NULL;
+}
+static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
+ return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
+}
+static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
+ PyObject *result;
+ __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
+ if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
+ Py_ssize_t argc;
+ PyObject *new_args;
+ PyObject *self;
+ argc = PyTuple_GET_SIZE(args);
+ new_args = PyTuple_GetSlice(args, 1, argc);
+ if (unlikely(!new_args))
+ return NULL;
+ self = PyTuple_GetItem(args, 0);
+ if (unlikely(!self)) {
+ Py_DECREF(new_args);
+ return NULL;
+ }
+ result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
+ Py_DECREF(new_args);
+ } else {
+ result = __Pyx_CyFunction_Call(func, args, kw);
+ }
+ return result;
+}
+static PyTypeObject __pyx_CyFunctionType_type = {
+ PyVarObject_HEAD_INIT(0, 0)
+ "cython_function_or_method",
+ sizeof(__pyx_CyFunctionObject),
+ 0,
+ (destructor) __Pyx_CyFunction_dealloc,
+ 0,
+ 0,
+ 0,
+#if PY_MAJOR_VERSION < 3
+ 0,
+#else
+ 0,
+#endif
+ (reprfunc) __Pyx_CyFunction_repr,
+ 0,
+ 0,
+ 0,
+ 0,
+ __Pyx_CyFunction_CallAsMethod,
+ 0,
+ 0,
+ 0,
+ 0,
+ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
+ 0,
+ (traverseproc) __Pyx_CyFunction_traverse,
+ (inquiry) __Pyx_CyFunction_clear,
+ 0,
+#if PY_VERSION_HEX < 0x030500A0
+ offsetof(__pyx_CyFunctionObject, func_weakreflist),
+#else
+ offsetof(PyCFunctionObject, m_weakreflist),
+#endif
+ 0,
+ 0,
+ __pyx_CyFunction_methods,
+ __pyx_CyFunction_members,
+ __pyx_CyFunction_getsets,
+ 0,
+ 0,
+ __Pyx_CyFunction_descr_get,
+ 0,
+ offsetof(__pyx_CyFunctionObject, func_dict),
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+#if PY_VERSION_HEX >= 0x030400a1
+ 0,
+#endif
+};
+static int __pyx_CyFunction_init(void) {
+ __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
+ if (__pyx_CyFunctionType == NULL) {
+ return -1;
+ }
+ return 0;
+}
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults = PyObject_Malloc(size);
+ if (!m->defaults)
+ return PyErr_NoMemory();
+ memset(m->defaults, 0, size);
+ m->defaults_pyobjects = pyobjects;
+ return m->defaults;
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults_tuple = tuple;
+ Py_INCREF(tuple);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->defaults_kwdict = dict;
+ Py_INCREF(dict);
+}
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
+ __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
+ m->func_annotations = dict;
+ Py_INCREF(dict);
+}
+
+/* BufferFallbackError */
+ static void __Pyx_RaiseBufferFallbackError(void) {
+ PyErr_SetString(PyExc_ValueError,
+ "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
+}
+
+/* None */
+ static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
+ Py_ssize_t q = a / b;
+ Py_ssize_t r = a - q*b;
+ q -= ((r != 0) & ((r ^ b) < 0));
+ return q;
+}
+
+/* BufferIndexError */
+ static void __Pyx_RaiseBufferIndexError(int axis) {
+ PyErr_Format(PyExc_IndexError,
+ "Out of bounds on buffer access (axis %d)", axis);
+}
+
+/* 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_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);
+ }
+}
+
+/* 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_siz(siz value) {
+ const siz neg_one = (siz) -1, const_zero = (siz) 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (is_unsigned) {
+ if (sizeof(siz) < sizeof(long)) {
+ return PyInt_FromLong((long) value);
+ } else if (sizeof(siz) <= sizeof(unsigned long)) {
+ return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(siz) <= sizeof(unsigned PY_LONG_LONG)) {
+ return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+ }
+ } else {
+ if (sizeof(siz) <= sizeof(long)) {
+ return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(siz) <= 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(siz),
+ little, !is_unsigned);
+ }
+}
+
+/* CIntToPy */
+ static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value) {
+ const Py_intptr_t neg_one = (Py_intptr_t) -1, const_zero = (Py_intptr_t) 0;
+ const int is_unsigned = neg_one > const_zero;
+ if (is_unsigned) {
+ if (sizeof(Py_intptr_t) < sizeof(long)) {
+ return PyInt_FromLong((long) value);
+ } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) {
+ return PyLong_FromUnsignedLong((unsigned long) value);
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) {
+ return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
+#endif
+ }
+ } else {
+ if (sizeof(Py_intptr_t) <= sizeof(long)) {
+ return PyInt_FromLong((long) value);
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) {
+ return PyLong_FromLongLong((PY_LONG_LONG) value);
+#endif
+ }
+ }
+ {
+ int one = 1; int little = (int)*(unsigned char *)&one;
+ unsigned char *bytes = (unsigned char *)&value;
+ return _PyLong_FromByteArray(bytes, sizeof(Py_intptr_t),
+ 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_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);
+ }
+}
+
+/* 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 siz __Pyx_PyInt_As_siz(PyObject *x) {
+ const siz neg_one = (siz) -1, const_zero = (siz) 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ if (sizeof(siz) < sizeof(long)) {
+ __PYX_VERIFY_RETURN_INT(siz, long, PyInt_AS_LONG(x))
+ } else {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ goto raise_neg_overflow;
+ }
+ return (siz) 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 (siz) 0;
+ case 1: __PYX_VERIFY_RETURN_INT(siz, digit, digits[0])
+ case 2:
+ if (8 * sizeof(siz) > 1 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(siz) >= 2 * PyLong_SHIFT) {
+ return (siz) (((((siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0]));
+ }
+ }
+ break;
+ case 3:
+ if (8 * sizeof(siz) > 2 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(siz) >= 3 * PyLong_SHIFT) {
+ return (siz) (((((((siz)digits[2]) << PyLong_SHIFT) | (siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0]));
+ }
+ }
+ break;
+ case 4:
+ if (8 * sizeof(siz) > 3 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, 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(siz) >= 4 * PyLong_SHIFT) {
+ return (siz) (((((((((siz)digits[3]) << PyLong_SHIFT) | (siz)digits[2]) << PyLong_SHIFT) | (siz)digits[1]) << PyLong_SHIFT) | (siz)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 (siz) -1;
+ if (unlikely(result == 1))
+ goto raise_neg_overflow;
+ }
+#endif
+ if (sizeof(siz) <= sizeof(unsigned long)) {
+ __PYX_VERIFY_RETURN_INT_EXC(siz, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(siz) <= sizeof(unsigned PY_LONG_LONG)) {
+ __PYX_VERIFY_RETURN_INT_EXC(siz, 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 (siz) 0;
+ case -1: __PYX_VERIFY_RETURN_INT(siz, sdigit, (sdigit) (-(sdigit)digits[0]))
+ case 1: __PYX_VERIFY_RETURN_INT(siz, digit, +digits[0])
+ case -2:
+ if (8 * sizeof(siz) - 1 > 1 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(siz) - 1 > 2 * PyLong_SHIFT) {
+ return (siz) (((siz)-1)*(((((siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0])));
+ }
+ }
+ break;
+ case 2:
+ if (8 * sizeof(siz) > 1 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(siz) - 1 > 2 * PyLong_SHIFT) {
+ return (siz) ((((((siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0])));
+ }
+ }
+ break;
+ case -3:
+ if (8 * sizeof(siz) - 1 > 2 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(siz) - 1 > 3 * PyLong_SHIFT) {
+ return (siz) (((siz)-1)*(((((((siz)digits[2]) << PyLong_SHIFT) | (siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0])));
+ }
+ }
+ break;
+ case 3:
+ if (8 * sizeof(siz) > 2 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(siz) - 1 > 3 * PyLong_SHIFT) {
+ return (siz) ((((((((siz)digits[2]) << PyLong_SHIFT) | (siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0])));
+ }
+ }
+ break;
+ case -4:
+ if (8 * sizeof(siz) - 1 > 3 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, 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(siz) - 1 > 4 * PyLong_SHIFT) {
+ return (siz) (((siz)-1)*(((((((((siz)digits[3]) << PyLong_SHIFT) | (siz)digits[2]) << PyLong_SHIFT) | (siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0])));
+ }
+ }
+ break;
+ case 4:
+ if (8 * sizeof(siz) > 3 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(siz, 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(siz) - 1 > 4 * PyLong_SHIFT) {
+ return (siz) ((((((((((siz)digits[3]) << PyLong_SHIFT) | (siz)digits[2]) << PyLong_SHIFT) | (siz)digits[1]) << PyLong_SHIFT) | (siz)digits[0])));
+ }
+ }
+ break;
+ }
+#endif
+ if (sizeof(siz) <= sizeof(long)) {
+ __PYX_VERIFY_RETURN_INT_EXC(siz, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(siz) <= sizeof(PY_LONG_LONG)) {
+ __PYX_VERIFY_RETURN_INT_EXC(siz, 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
+ siz 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 (siz) -1;
+ }
+ } else {
+ siz val;
+ PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+ if (!tmp) return (siz) -1;
+ val = __Pyx_PyInt_As_siz(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+raise_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to siz");
+ return (siz) -1;
+raise_neg_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to siz");
+ return (siz) -1;
+}
+
+/* CIntFromPy */
+ static CYTHON_INLINE size_t __Pyx_PyInt_As_size_t(PyObject *x) {
+ const size_t neg_one = (size_t) -1, const_zero = (size_t) 0;
+ const int is_unsigned = neg_one > const_zero;
+#if PY_MAJOR_VERSION < 3
+ if (likely(PyInt_Check(x))) {
+ if (sizeof(size_t) < sizeof(long)) {
+ __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
+ } else {
+ long val = PyInt_AS_LONG(x);
+ if (is_unsigned && unlikely(val < 0)) {
+ goto raise_neg_overflow;
+ }
+ return (size_t) val;
+ }
+ } else
+#endif
+ if (likely(PyLong_Check(x))) {
+ if (is_unsigned) {
+#if CYTHON_USE_PYLONG_INTERNALS
+ const digit* digits = ((PyLongObject*)x)->ob_digit;
+ switch (Py_SIZE(x)) {
+ case 0: return (size_t) 0;
+ case 1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0])
+ case 2:
+ if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) >= 2 * PyLong_SHIFT) {
+ return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ }
+ break;
+ case 3:
+ if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) >= 3 * PyLong_SHIFT) {
+ return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ }
+ break;
+ case 4:
+ if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) >= 4 * PyLong_SHIFT) {
+ return (size_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
+ }
+ }
+ break;
+ }
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+ if (unlikely(Py_SIZE(x) < 0)) {
+ goto raise_neg_overflow;
+ }
+#else
+ {
+ int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
+ if (unlikely(result < 0))
+ return (size_t) -1;
+ if (unlikely(result == 1))
+ goto raise_neg_overflow;
+ }
+#endif
+ if (sizeof(size_t) <= sizeof(unsigned long)) {
+ __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) {
+ __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
+#endif
+ }
+ } else {
+#if CYTHON_USE_PYLONG_INTERNALS
+ const digit* digits = ((PyLongObject*)x)->ob_digit;
+ switch (Py_SIZE(x)) {
+ case 0: return (size_t) 0;
+ case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, (sdigit) (-(sdigit)digits[0]))
+ case 1: __PYX_VERIFY_RETURN_INT(size_t, digit, +digits[0])
+ case -2:
+ if (8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
+ return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
+ }
+ }
+ break;
+ case 2:
+ if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
+ return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
+ }
+ }
+ break;
+ case -3:
+ if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
+ return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
+ }
+ }
+ break;
+ case 3:
+ if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
+ return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
+ }
+ }
+ break;
+ case -4:
+ if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
+ return (size_t) (((size_t)-1)*(((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
+ }
+ }
+ break;
+ case 4:
+ if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
+ if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
+ __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
+ } else if (8 * sizeof(size_t) - 1 > 4 * PyLong_SHIFT) {
+ return (size_t) ((((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
+ }
+ }
+ break;
+ }
+#endif
+ if (sizeof(size_t) <= sizeof(long)) {
+ __PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x))
+#ifdef HAVE_LONG_LONG
+ } else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) {
+ __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x))
+#endif
+ }
+ }
+ {
+#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
+ PyErr_SetString(PyExc_RuntimeError,
+ "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
+#else
+ size_t val;
+ PyObject *v = __Pyx_PyNumber_IntOrLong(x);
+ #if PY_MAJOR_VERSION < 3
+ if (likely(v) && !PyLong_Check(v)) {
+ PyObject *tmp = v;
+ v = PyNumber_Long(tmp);
+ Py_DECREF(tmp);
+ }
+ #endif
+ if (likely(v)) {
+ int one = 1; int is_little = (int)*(unsigned char *)&one;
+ unsigned char *bytes = (unsigned char *)&val;
+ int ret = _PyLong_AsByteArray((PyLongObject *)v,
+ bytes, sizeof(val),
+ is_little, !is_unsigned);
+ Py_DECREF(v);
+ if (likely(!ret))
+ return val;
+ }
+#endif
+ return (size_t) -1;
+ }
+ } else {
+ size_t val;
+ PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
+ if (!tmp) return (size_t) -1;
+ val = __Pyx_PyInt_As_size_t(tmp);
+ Py_DECREF(tmp);
+ return val;
+ }
+raise_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "value too large to convert to size_t");
+ return (size_t) -1;
+raise_neg_overflow:
+ PyErr_SetString(PyExc_OverflowError,
+ "can't convert negative value to size_t");
+ return (size_t) -1;
+}
+
+/* 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