diff --git a/README.md b/README.md index 59afd5d85..2a6ffd387 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ ## Introduction -### Good news! This repo supports pytorch-1.0 now!!! We borrowed some code and techniques from [maskrcnn-benchmark](https://github.com/facebookresearch/maskrcnn-benchmark). +### Good news! This repo supports pytorch-1.11 now!!! We borrowed some code and techniques from [maskrcnn-benchmark](https://github.com/facebookresearch/maskrcnn-benchmark). This project is a *faster* pytorch implementation of faster R-CNN, aimed to accelerating the training of faster R-CNN object detection models. Recently, there are a number of good implementations: @@ -34,7 +34,8 @@ During our implementing, we referred the above implementations, especially [long - [x] Add deformable pooling layer (mainly supported by [Xander](https://github.com/xanderchf)). - [x] Support pytorch-0.4.0 (go to master branch). - [x] Support tensorboardX. -- [x] Support pytorch-1.0 (this branch). +- [x] Support pytorch-1.0. +- [x] Support pytorch-1.11 (this branch). ## Other Implementations @@ -108,8 +109,8 @@ cd faster-rcnn.pytorch && mkdir data ### prerequisites * Python 2.7 or 3.6 -* Pytorch 1.0 (for Pytorch 0.4.0 go to master branch) -* CUDA 8.0 or higher +* Pytorch 1.11+ (for Pytorch 0.4.0 go to master branch) +* CUDA 11.1 or higher ### Data Preparation diff --git a/lib/model/csrc/cuda/ROIAlign_cuda.cu b/lib/model/csrc/cuda/ROIAlign_cuda.cu index 5fe97ca90..8f29739af 100644 --- a/lib/model/csrc/cuda/ROIAlign_cuda.cu +++ b/lib/model/csrc/cuda/ROIAlign_cuda.cu @@ -1,10 +1,7 @@ // Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. #include #include - -#include -#include -#include +#include // TODO make it in a common file #define CUDA_1D_KERNEL_LOOP(i, n) \ @@ -272,11 +269,11 @@ at::Tensor ROIAlign_forward_cuda(const at::Tensor& input, auto output_size = num_rois * pooled_height * pooled_width * channels; cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - dim3 grid(std::min(THCCeilDiv(output_size, 512L), 4096L)); + dim3 grid(std::min(at::ceil_div(output_size, 512L), 4096L)); dim3 block(512); if (output.numel() == 0) { - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return output; } @@ -294,7 +291,7 @@ at::Tensor ROIAlign_forward_cuda(const at::Tensor& input, rois.contiguous().data(), output.data()); }); - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return output; } @@ -317,12 +314,12 @@ at::Tensor ROIAlign_backward_cuda(const at::Tensor& grad, cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - dim3 grid(std::min(THCCeilDiv(grad.numel(), 512L), 4096L)); + dim3 grid(std::min(at::ceil_div(grad.numel(), 512L), 4096L)); dim3 block(512); // handle possibly empty gradients if (grad.numel() == 0) { - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return grad_input; } @@ -341,6 +338,6 @@ at::Tensor ROIAlign_backward_cuda(const at::Tensor& grad, grad_input.data(), rois.contiguous().data()); }); - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return grad_input; } diff --git a/lib/model/csrc/cuda/ROIPool_cuda.cu b/lib/model/csrc/cuda/ROIPool_cuda.cu index b826dd9bc..6b5fe4bce 100644 --- a/lib/model/csrc/cuda/ROIPool_cuda.cu +++ b/lib/model/csrc/cuda/ROIPool_cuda.cu @@ -1,10 +1,7 @@ // Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. #include #include - -#include -#include -#include +#include // TODO make it in a common file @@ -126,11 +123,11 @@ std::tuple ROIPool_forward_cuda(const at::Tensor& input, cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - dim3 grid(std::min(THCCeilDiv(output_size, 512L), 4096L)); + dim3 grid(std::min(at::ceil_div(output_size, 512L), 4096L)); dim3 block(512); if (output.numel() == 0) { - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return std::make_tuple(output, argmax); } @@ -148,7 +145,7 @@ std::tuple ROIPool_forward_cuda(const at::Tensor& input, output.data(), argmax.data()); }); - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return std::make_tuple(output, argmax); } @@ -173,12 +170,12 @@ at::Tensor ROIPool_backward_cuda(const at::Tensor& grad, cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - dim3 grid(std::min(THCCeilDiv(grad.numel(), 512L), 4096L)); + dim3 grid(std::min(at::ceil_div(grad.numel(), 512L), 4096L)); dim3 block(512); // handle possibly empty gradients if (grad.numel() == 0) { - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return grad_input; } @@ -197,6 +194,6 @@ at::Tensor ROIPool_backward_cuda(const at::Tensor& grad, grad_input.data(), rois.contiguous().data()); }); - THCudaCheck(cudaGetLastError()); + C10_CUDA_CHECK(cudaGetLastError()); return grad_input; } diff --git a/lib/model/csrc/cuda/nms.cu b/lib/model/csrc/cuda/nms.cu index 833d8523a..32c8ac72a 100644 --- a/lib/model/csrc/cuda/nms.cu +++ b/lib/model/csrc/cuda/nms.cu @@ -1,9 +1,8 @@ // Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. #include #include - -#include -#include +#include +#include #include #include @@ -61,7 +60,7 @@ __global__ void nms_kernel(const int n_boxes, const float nms_overlap_thresh, t |= 1ULL << i; } } - const int col_blocks = THCCeilDiv(n_boxes, threadsPerBlock); + const int col_blocks = at::ceil_div(n_boxes, threadsPerBlock); dev_mask[cur_box_idx * col_blocks + col_start] = t; } } @@ -76,20 +75,17 @@ at::Tensor nms_cuda(const at::Tensor boxes, float nms_overlap_thresh) { int boxes_num = boxes.size(0); - const int col_blocks = THCCeilDiv(boxes_num, threadsPerBlock); + const int col_blocks = at::ceil_div(boxes_num, threadsPerBlock); scalar_t* boxes_dev = boxes_sorted.data(); - THCState *state = at::globalContext().lazyInitCUDA(); // TODO replace with getTHCState unsigned long long* mask_dev = NULL; - //THCudaCheck(THCudaMalloc(state, (void**) &mask_dev, - // boxes_num * col_blocks * sizeof(unsigned long long))); - mask_dev = (unsigned long long*) THCudaMalloc(state, boxes_num * col_blocks * sizeof(unsigned long long)); + mask_dev = (unsigned long long*) c10::cuda::CUDACachingAllocator::raw_alloc(boxes_num * col_blocks * sizeof(unsigned long long)); - dim3 blocks(THCCeilDiv(boxes_num, threadsPerBlock), - THCCeilDiv(boxes_num, threadsPerBlock)); + dim3 blocks(at::ceil_div(boxes_num, threadsPerBlock), + at::ceil_div(boxes_num, threadsPerBlock)); dim3 threads(threadsPerBlock); nms_kernel<<>>(boxes_num, nms_overlap_thresh, @@ -97,7 +93,7 @@ at::Tensor nms_cuda(const at::Tensor boxes, float nms_overlap_thresh) { mask_dev); std::vector mask_host(boxes_num * col_blocks); - THCudaCheck(cudaMemcpy(&mask_host[0], + C10_CUDA_CHECK(cudaMemcpy(&mask_host[0], mask_dev, sizeof(unsigned long long) * boxes_num * col_blocks, cudaMemcpyDeviceToHost)); @@ -122,7 +118,7 @@ at::Tensor nms_cuda(const at::Tensor boxes, float nms_overlap_thresh) { } } - THCudaFree(state, mask_dev); + c10::cuda::CUDACachingAllocator::raw_delete(mask_dev); // TODO improve this part return std::get<0>(order_t.index({ keep.narrow(/*dim=*/0, /*start=*/0, /*length=*/num_to_keep).to( diff --git a/lib/model/utils/config.py b/lib/model/utils/config.py index 40adfe49c..fe828c092 100644 --- a/lib/model/utils/config.py +++ b/lib/model/utils/config.py @@ -371,7 +371,7 @@ def cfg_from_file(filename): """Load a config file and merge it into the default options.""" import yaml with open(filename, 'r') as f: - yaml_cfg = edict(yaml.load(f)) + yaml_cfg = edict(yaml.safe_load(f)) _merge_a_into_b(yaml_cfg, __C) diff --git a/lib/pycocotools/UPSTREAM_REV b/lib/pycocotools/UPSTREAM_REV deleted file mode 100644 index 706219b77..000000000 --- a/lib/pycocotools/UPSTREAM_REV +++ /dev/null @@ -1 +0,0 @@ -https://github.com/pdollar/coco/commit/3ac47c77ebd5a1ed4254a98b7fbf2ef4765a3574 diff --git a/lib/pycocotools/__init__.py b/lib/pycocotools/__init__.py deleted file mode 100644 index 3f7d85bba..000000000 --- a/lib/pycocotools/__init__.py +++ /dev/null @@ -1 +0,0 @@ -__author__ = 'tylin' diff --git a/lib/pycocotools/_mask.c b/lib/pycocotools/_mask.c deleted file mode 100644 index 76a5a9b70..000000000 --- a/lib/pycocotools/_mask.c +++ /dev/null @@ -1,14078 +0,0 @@ -/* Generated by Cython 0.24 */ - -#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_24" -#include -#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 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_CPYTHON 0 -#else - #define CYTHON_COMPILING_IN_PYPY 0 - #define CYTHON_COMPILING_IN_CPYTHON 1 -#endif -#if !defined(CYTHON_USE_PYLONG_INTERNALS) && CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000 - #define CYTHON_USE_PYLONG_INTERNALS 1 -#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 -#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_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_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) -#else - #define CYTHON_PEP393_ENABLED 0 - #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_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_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(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 -#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) -#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 PY_VERSION_HEX >= 0x030500B1 -#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods -#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) -#elif CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -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)) -#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 -#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) - -#ifndef CYTHON_INLINE - #if 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 -#ifdef NAN -#define __PYX_NAN() ((float) NAN) -#else -static CYTHON_INLINE float __PYX_NAN() { - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#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 -#endif /* _OPENMP */ - -#ifdef PYREX_WITHOUT_ASSERTIONS -#define CYTHON_WITHOUT_ASSERTIONS -#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_NCP_UNUSED -# if CYTHON_COMPILING_IN_CPYTHON -# define CYTHON_NCP_UNUSED -# else -# define CYTHON_NCP_UNUSED CYTHON_UNUSED -# endif -#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 - #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_COMPILING_IN_CPYTHON -#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; - -/* None.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 - #else - #include - #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; - - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; -/* None.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 - -/* None.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 - - -/*--- Type declarations ---*/ -struct __pyx_obj_11pycocotools_5_mask_RLEs; -struct __pyx_obj_11pycocotools_5_mask_Masks; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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; - -/* "../../../../anaconda2/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":53 - * # 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":74 - * # 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_COMPILING_IN_CPYTHON -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 - -/* 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_COMPILING_IN_CPYTHON -#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_COMPILING_IN_CPYTHON -#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_COMPILING_IN_CPYTHON -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_CPYTHON -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 - -/* 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 - -/* GetModuleGlobalName.proto */ -static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); - -/* 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); - -/* PyIntBinop.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -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 - -/* ListCompAppend.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -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 -#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) -/* 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); - -/* 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_siz(siz value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value); - -/* None.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 - -/* None.proto */ -static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); - -/* None.proto */ -#if CYTHON_CCOMPLEX - #define __Pyx_c_eqf(a, b) ((a)==(b)) - #define __Pyx_c_sumf(a, b) ((a)+(b)) - #define __Pyx_c_difff(a, b) ((a)-(b)) - #define __Pyx_c_prodf(a, b) ((a)*(b)) - #define __Pyx_c_quotf(a, b) ((a)/(b)) - #define __Pyx_c_negf(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zerof(z) ((z)==(float)0) - #define __Pyx_c_conjf(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_absf(z) (::std::abs(z)) - #define __Pyx_c_powf(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zerof(z) ((z)==0) - #define __Pyx_c_conjf(z) (conjf(z)) - #if 1 - #define __Pyx_c_absf(z) (cabsf(z)) - #define __Pyx_c_powf(a, b) (cpowf(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); - static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); - #if 1 - static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); - #endif -#endif - -/* None.proto */ -static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); - -/* None.proto */ -#if CYTHON_CCOMPLEX - #define __Pyx_c_eq(a, b) ((a)==(b)) - #define __Pyx_c_sum(a, b) ((a)+(b)) - #define __Pyx_c_diff(a, b) ((a)-(b)) - #define __Pyx_c_prod(a, b) ((a)*(b)) - #define __Pyx_c_quot(a, b) ((a)/(b)) - #define __Pyx_c_neg(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zero(z) ((z)==(double)0) - #define __Pyx_c_conj(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_abs(z) (::std::abs(z)) - #define __Pyx_c_pow(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zero(z) ((z)==0) - #define __Pyx_c_conj(z) (conj(z)) - #if 1 - #define __Pyx_c_abs(z) (cabs(z)) - #define __Pyx_c_pow(a, b) (cpow(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); - static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); - #if 1 - static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__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*/ - -/* 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_Exception; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_RuntimeError; -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_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_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_Exception[] = "Exception"; -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_frPyObjects[] = "frPyObjects"; -static const char __pyx_k_RuntimeError[] = "RuntimeError"; -static const char __pyx_k_AttributeError[] = "AttributeError"; -static const char __pyx_k_iou_locals__len[] = "iou.._len"; -static const char __pyx_k_frUncompressedRLE[] = "frUncompressedRLE"; -static const char __pyx_k_iou_locals__bbIou[] = "iou.._bbIou"; -static const char __pyx_k_pycocotools__mask[] = "pycocotools._mask"; -static const char __pyx_k_iou_locals__rleIou[] = "iou.._rleIou"; -static const char __pyx_k_iou_locals__preproc[] = "iou.._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_home_shang_Work_dev_TFFRCNN_lib[] = "/home/shang/Work/dev/TFFRCNN/lib/pycocotools/_mask.pyx"; -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_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; -static PyObject *__pyx_n_s_AttributeError; -static PyObject *__pyx_n_s_Exception; -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_N; -static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; -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_shang_Work_dev_TFFRCNN_lib; -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_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_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_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, int __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, siz __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_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__7; -static PyObject *__pyx_tuple__9; -static PyObject *__pyx_tuple__11; -static PyObject *__pyx_tuple__13; -static PyObject *__pyx_tuple__14; -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__25; -static PyObject *__pyx_tuple__27; -static PyObject *__pyx_tuple__29; -static PyObject *__pyx_tuple__31; -static PyObject *__pyx_tuple__33; -static PyObject *__pyx_tuple__35; -static PyObject *__pyx_tuple__37; -static PyObject *__pyx_tuple__39; -static PyObject *__pyx_tuple__41; -static PyObject *__pyx_tuple__43; -static PyObject *__pyx_tuple__45; -static PyObject *__pyx_codeobj__6; -static PyObject *__pyx_codeobj__8; -static PyObject *__pyx_codeobj__10; -static PyObject *__pyx_codeobj__12; -static PyObject *__pyx_codeobj__24; -static PyObject *__pyx_codeobj__26; -static PyObject *__pyx_codeobj__28; -static PyObject *__pyx_codeobj__30; -static PyObject *__pyx_codeobj__32; -static PyObject *__pyx_codeobj__34; -static PyObject *__pyx_codeobj__36; -static PyObject *__pyx_codeobj__38; -static PyObject *__pyx_codeobj__40; -static PyObject *__pyx_codeobj__42; -static PyObject *__pyx_codeobj__44; -static PyObject *__pyx_codeobj__46; - -/* "pycocotools/_mask.pyx":57 - * 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, 57, __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, 57, __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, 57, __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":58 - * - * def __cinit__(self, siz n =0): - * rlesInit(&self._R, n) # <<<<<<<<<<<<<< - * self._n = n - * - */ - rlesInit((&__pyx_v_self->_R), __pyx_v_n); - - /* "pycocotools/_mask.pyx":59 - * 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":57 - * 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":62 - * - * # 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":63 - * # 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":64 - * 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":65 - * 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":66 - * 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":63 - * # 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":62 - * - * # 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":67 - * 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":68 - * 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, 68, __pyx_L1_error) - if (__pyx_t_1) { - - /* "pycocotools/_mask.pyx":69 - * 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, 69, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_r = __pyx_t_2; - __pyx_t_2 = 0; - goto __pyx_L0; - - /* "pycocotools/_mask.pyx":68 - * free(self._R) - * def __getattr__(self, key): - * if key == 'n': # <<<<<<<<<<<<<< - * return self._n - * raise AttributeError(key) - */ - } - - /* "pycocotools/_mask.pyx":70 - * 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, 70, __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, 70, __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, 70, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":67 - * 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":80 - * cdef siz _n - * - * def __cinit__(self, h, w, n): # <<<<<<<<<<<<<< - * self._mask = 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, 80, __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, 80, __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, 80, __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, 80, __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":81 - * - * def __cinit__(self, h, w, n): - * self._mask = 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, 81, __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, 81, __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, 81, __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, 81, __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, 81, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_v_self->_mask = ((byte *)malloc(__pyx_t_4)); - - /* "pycocotools/_mask.pyx":82 - * def __cinit__(self, h, w, n): - * self._mask = 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, 82, __pyx_L1_error) - __pyx_v_self->_h = __pyx_t_5; - - /* "pycocotools/_mask.pyx":83 - * self._mask = 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, 83, __pyx_L1_error) - __pyx_v_self->_w = __pyx_t_5; - - /* "pycocotools/_mask.pyx":84 - * 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, 84, __pyx_L1_error) - __pyx_v_self->_n = __pyx_t_5; - - /* "pycocotools/_mask.pyx":80 - * cdef siz _n - * - * def __cinit__(self, h, w, n): # <<<<<<<<<<<<<< - * self._mask = 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":90 - * - * # 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] = 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":92 - * def __array__(self): - * cdef np.npy_intp shape[1] - * shape[0] = 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":94 - * shape[0] = 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, 94, __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, 94, __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, 94, __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, 94, __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, 94, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 94, __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, 94, __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, 94, __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, 94, __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, 94, __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":96 - * 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, 96, __pyx_L1_error) - PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_ndarray), NPY_OWNDATA); - - /* "pycocotools/_mask.pyx":97 - * # 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":90 - * - * # 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] = 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":100 - * - * # 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, 100, __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":101 - * # 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, 101, __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, 101, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_v_n = __pyx_t_2; - - /* "pycocotools/_mask.pyx":104 - * cdef bytes py_string - * cdef char* c_string - * objs = [] # <<<<<<<<<<<<<< - * for i in range(n): - * c_string = rleToString( &Rs._R[i] ) - */ - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 104, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_objs = ((PyObject*)__pyx_t_1); - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":105 - * cdef char* c_string - * objs = [] - * for i in range(n): # <<<<<<<<<<<<<< - * c_string = rleToString( &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":106 - * objs = [] - * for i in range(n): - * c_string = rleToString( &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":107 - * for i in range(n): - * c_string = rleToString( &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, 107, __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":109 - * 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, 109, __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, 109, __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, 109, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyList_New(2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 109, __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, 109, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - - /* "pycocotools/_mask.pyx":111 - * '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, 109, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":108 - * c_string = rleToString( &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, 108, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":112 - * 'counts': py_string - * }) - * free(c_string) # <<<<<<<<<<<<<< - * return objs - * - */ - free(__pyx_v_c_string); - } - - /* "pycocotools/_mask.pyx":113 - * }) - * 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":100 - * - * # 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":116 - * - * # 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; - char *__pyx_t_7; - Py_ssize_t __pyx_t_8; - siz __pyx_t_9; - siz __pyx_t_10; - __Pyx_RefNannySetupContext("_frString", 0); - - /* "pycocotools/_mask.pyx":117 - * # 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, 117, __pyx_L1_error) - __pyx_v_n = __pyx_t_1; - - /* "pycocotools/_mask.pyx":118 - * 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, 118, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 118, __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, 118, __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":121 - * cdef bytes py_string - * cdef char* c_string - * for i, obj in enumerate(rleObjs): # <<<<<<<<<<<<<< - * py_string = str(obj['counts']) - * c_string = py_string - */ - __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, 121, __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, 121, __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_COMPILING_IN_CPYTHON - __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, 121, __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, 121, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - #endif - } else { - if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break; - #if CYTHON_COMPILING_IN_CPYTHON - __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, 121, __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, 121, __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, 121, __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, 121, __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":122 - * cdef char* c_string - * for i, obj in enumerate(rleObjs): - * py_string = str(obj['counts']) # <<<<<<<<<<<<<< - * c_string = py_string - * rleFrString( &Rs._R[i], c_string, obj['size'][0], obj['size'][1] ) - */ - __pyx_t_5 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_counts); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); - __pyx_t_5 = 0; - __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_6, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (!(likely(PyBytes_CheckExact(__pyx_t_5))||((__pyx_t_5) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_5)->tp_name), 0))) __PYX_ERR(0, 122, __pyx_L1_error) - __Pyx_XDECREF_SET(__pyx_v_py_string, ((PyObject*)__pyx_t_5)); - __pyx_t_5 = 0; - - /* "pycocotools/_mask.pyx":123 - * for i, obj in enumerate(rleObjs): - * py_string = str(obj['counts']) - * c_string = py_string # <<<<<<<<<<<<<< - * rleFrString( &Rs._R[i], c_string, obj['size'][0], obj['size'][1] ) - * return Rs - */ - __pyx_t_7 = __Pyx_PyObject_AsString(__pyx_v_py_string); if (unlikely((!__pyx_t_7) && PyErr_Occurred())) __PYX_ERR(0, 123, __pyx_L1_error) - __pyx_v_c_string = __pyx_t_7; - - /* "pycocotools/_mask.pyx":124 - * py_string = str(obj['counts']) - * c_string = py_string - * rleFrString( &Rs._R[i], c_string, obj['size'][0], obj['size'][1] ) # <<<<<<<<<<<<<< - * return Rs - * - */ - __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 124, __pyx_L1_error) - __pyx_t_5 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_size); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = __Pyx_GetItemInt(__pyx_t_5, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_9 = __Pyx_PyInt_As_siz(__pyx_t_6); if (unlikely((__pyx_t_9 == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_6 = PyObject_GetItem(__pyx_v_obj, __pyx_n_s_size); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_6); - __pyx_t_5 = __Pyx_GetItemInt(__pyx_t_6, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_10 = __Pyx_PyInt_As_siz(__pyx_t_5); if (unlikely((__pyx_t_10 == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - rleFrString(((RLE *)(&(__pyx_v_Rs->_R[__pyx_t_8]))), ((char *)__pyx_v_c_string), __pyx_t_9, __pyx_t_10); - - /* "pycocotools/_mask.pyx":121 - * cdef bytes py_string - * cdef char* c_string - * for i, obj in enumerate(rleObjs): # <<<<<<<<<<<<<< - * py_string = str(obj['counts']) - * c_string = py_string - */ - } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "pycocotools/_mask.pyx":125 - * c_string = py_string - * rleFrString( &Rs._R[i], 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":116 - * - * # 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_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":129 - * # 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, 129, __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, 129, __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":130 - * # 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,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":131 - * 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,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, 131, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 131, __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, 131, __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":132 - * h, w, n = mask.shape[0], mask.shape[1], mask.shape[2] - * cdef RLEs Rs = RLEs(n) - * rleEncode(Rs._R,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":133 - * cdef RLEs Rs = RLEs(n) - * rleEncode(Rs._R,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, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 133, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - } else { - __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 133, __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, 133, __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":134 - * rleEncode(Rs._R,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":129 - * # 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":137 - * - * # 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":138 - * # 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, 138, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 138, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - } else { - __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 138, __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, 138, __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, 138, __pyx_L1_error) - __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":139 - * 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( 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":140 - * cdef RLEs Rs = _frString(rleObjs) - * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n - * masks = Masks(h, w, n) # <<<<<<<<<<<<<< - * rleDecode( 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, 140, __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, 140, __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, 140, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 140, __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, 140, __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":141 - * h, w, n = Rs._R[0].h, Rs._R[0].w, Rs._n - * masks = Masks(h, w, n) - * rleDecode( 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":142 - * masks = Masks(h, w, n) - * rleDecode( Rs._R, masks._mask, n ); - * return np.array(masks) # <<<<<<<<<<<<<< - * - * def merge(rleObjs, bint intersect=0): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 142, __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, 142, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_3 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 142, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - } else { - __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 142, __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, 142, __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":137 - * - * # 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":144 - * return np.array(masks) - * - * def merge(rleObjs, bint 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; - int __pyx_v_intersect; - 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}; - 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, 144, __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]; - if (values[1]) { - __pyx_v_intersect = __Pyx_PyObject_IsTrue(values[1]); if (unlikely((__pyx_v_intersect == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 144, __pyx_L3_error) - } else { - __pyx_v_intersect = ((int)0); - } - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("merge", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 144, __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, int __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; - __Pyx_RefNannySetupContext("merge", 0); - - /* "pycocotools/_mask.pyx":145 - * - * def merge(rleObjs, bint intersect=0): - * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<< - * cdef RLEs R = RLEs(1) - * rleMerge(Rs._R, R._R, Rs._n, intersect) - */ - __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 145, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - } else { - __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 145, __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, 145, __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, 145, __pyx_L1_error) - __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":146 - * def merge(rleObjs, bint intersect=0): - * cdef RLEs Rs = _frString(rleObjs) - * cdef RLEs R = RLEs(1) # <<<<<<<<<<<<<< - * rleMerge(Rs._R, R._R, Rs._n, intersect) - * obj = _toString(R)[0] - */ - __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_11pycocotools_5_mask_RLEs), __pyx_tuple_, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 146, __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":147 - * cdef RLEs Rs = _frString(rleObjs) - * cdef RLEs R = RLEs(1) - * rleMerge(Rs._R, R._R, Rs._n, intersect) # <<<<<<<<<<<<<< - * obj = _toString(R)[0] - * return obj - */ - rleMerge(((RLE *)__pyx_v_Rs->_R), ((RLE *)__pyx_v_R->_R), ((siz)__pyx_v_Rs->_n), __pyx_v_intersect); - - /* "pycocotools/_mask.pyx":148 - * cdef RLEs R = RLEs(1) - * rleMerge(Rs._R, R._R, 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, 148, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_4 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 148, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - } else { - __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 148, __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, 148, __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, 148, __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":149 - * rleMerge(Rs._R, R._R, 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":144 - * return np.array(masks) - * - * def merge(rleObjs, bint 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":151 - * return obj - * - * def area(rleObjs): # <<<<<<<<<<<<<< - * cdef RLEs Rs = _frString(rleObjs) - * cdef uint* _a = 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":152 - * - * def area(rleObjs): - * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<< - * cdef uint* _a = 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, 152, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 152, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - } else { - __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 152, __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, 152, __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, 152, __pyx_L1_error) - __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":153 - * def area(rleObjs): - * cdef RLEs Rs = _frString(rleObjs) - * cdef uint* _a = 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":154 - * cdef RLEs Rs = _frString(rleObjs) - * cdef uint* _a = malloc(Rs._n* sizeof(uint)) - * rleArea(Rs._R, Rs._n, _a) # <<<<<<<<<<<<<< - * cdef np.npy_intp shape[1] - * shape[0] = Rs._n - */ - rleArea(__pyx_v_Rs->_R, __pyx_v_Rs->_n, __pyx_v__a); - - /* "pycocotools/_mask.pyx":156 - * rleArea(Rs._R, Rs._n, _a) - * cdef np.npy_intp shape[1] - * shape[0] = 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":157 - * cdef np.npy_intp shape[1] - * shape[0] = 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, 157, __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, 157, __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, 157, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 157, __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, 157, __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, 157, __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, 157, __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, 157, __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, 157, __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, 157, __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":158 - * shape[0] = 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, 158, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF_SET(__pyx_v_a, __pyx_t_5); - __pyx_t_5 = 0; - - /* "pycocotools/_mask.pyx":159 - * 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, 159, __pyx_L1_error) - PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_a), NPY_OWNDATA); - - /* "pycocotools/_mask.pyx":160 - * 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":151 - * return obj - * - * def area(rleObjs): # <<<<<<<<<<<<<< - * cdef RLEs Rs = _frString(rleObjs) - * cdef uint* _a = 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":163 - * - * # 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, 163, __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, 163, __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, 163, __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, 163, __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":164 - * # 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":165 - * 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, 165, __pyx_L1_error) - __pyx_t_2 = ((__pyx_t_1 == 0) != 0); - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":166 - * 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":165 - * def iou( dt, gt, pyiscrowd ): - * def _preproc(objs): - * if len(objs) == 0: # <<<<<<<<<<<<<< - * return objs - * if type(objs) == np.ndarray: - */ - } - - /* "pycocotools/_mask.pyx":167 - * 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, 167, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 167, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":168 - * 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, 168, __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, 168, __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":169 - * 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, 169, __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, 169, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 169, __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_COMPILING_IN_CPYTHON && 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, 169, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __Pyx_GOTREF(__pyx_t_3); - } else { - __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 169, __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, 169, __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":168 - * 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":171 - * 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, 171, __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, 171, __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, 171, __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, 171, __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, 171, __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, 171, __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":172 - * # 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(__pyx_builtin_Exception, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 172, __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, 172, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":171 - * 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":173 - * 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, 173, __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, 173, __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, 173, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - __pyx_t_7 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 173, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __Pyx_GOTREF(__pyx_t_3); - } else { - __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 173, __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, 173, __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":167 - * 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":174 - * 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, 174, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 174, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":176 - * 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, 176, __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, 176, __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, 176, __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, 176, __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, 176, __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, 176, __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, 176, __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_COMPILING_IN_CPYTHON - __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, 176, __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, 176, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - #endif - } else { - if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_10)) break; - #if CYTHON_COMPILING_IN_CPYTHON - __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, 176, __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, 176, __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, 176, __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, 176, __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, 176, __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, 176, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 176, __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, 176, __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, 176, __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_COMPILING_IN_CPYTHON && 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, 176, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __Pyx_GOTREF(__pyx_t_4); - } else { - __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 176, __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, 176, __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_COMPILING_IN_CPYTHON && 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, 176, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __Pyx_GOTREF(__pyx_t_3); - } else { - __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 176, __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, 176, __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":177 - * # 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, 177, __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, 177, __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, 177, __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, 177, __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, 177, __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, 177, __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, 177, __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_COMPILING_IN_CPYTHON - __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, 177, __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, 177, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - #endif - } else { - if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_6)) break; - #if CYTHON_COMPILING_IN_CPYTHON - __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, 177, __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, 177, __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, 177, __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, 177, __pyx_L1_error) - if (unlikely(__Pyx_ListComp_Append(__pyx_t_4, (PyObject*)__pyx_t_10))) __PYX_ERR(0, 177, __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_COMPILING_IN_CPYTHON && 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, 177, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __Pyx_GOTREF(__pyx_t_5); - } else { - __pyx_t_10 = PyTuple_New(1+1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 177, __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, 177, __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_COMPILING_IN_CPYTHON && 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, 177, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_GOTREF(__pyx_t_3); - } else { - __pyx_t_10 = PyTuple_New(1+1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 177, __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, 177, __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":178 - * 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, 178, __pyx_L1_error) - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":179 - * 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, 179, __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, 179, __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, 179, __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, 179, __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, 179, __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, 179, __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, 179, __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, 179, __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":180 - * 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, 180, __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, 180, __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":181 - * 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, 181, __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, 181, __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, 181, __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, 181, __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_COMPILING_IN_CPYTHON && 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, 181, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_GOTREF(__pyx_t_7); - } else { - __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_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, 181, __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":180 - * 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":178 - * 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":182 - * 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, 182, __pyx_L1_error) - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":183 - * 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, 183, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_5 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 183, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - } else { - __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 183, __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, 183, __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":182 - * if len(objs.shape) == 1: - * objs = objs.reshape((1,objs.shape[0])) - * elif isrle: # <<<<<<<<<<<<<< - * objs = _frString(objs) - * else: - */ - goto __pyx_L16; - } - - /* "pycocotools/_mask.pyx":185 - * 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(__pyx_builtin_Exception, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 185, __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, 185, __pyx_L1_error) - } - __pyx_L16:; - - /* "pycocotools/_mask.pyx":174 - * 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":187 - * 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(__pyx_builtin_Exception, __pyx_tuple__4, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 187, __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, 187, __pyx_L1_error) - } - __pyx_L4:; - - /* "pycocotools/_mask.pyx":188 - * 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( dt._R, gt._R, m, n, iscrowd.data, _iou.data ) - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_objs); - __pyx_r = __pyx_v_objs; - goto __pyx_L0; - - /* "pycocotools/_mask.pyx":164 - * # 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":189 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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, 189, __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, 189, __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, 189, __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, 189, __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, 189, __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, 189, __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, 189, __pyx_L3_error) - __pyx_v_n = __Pyx_PyInt_As_siz(values[4]); if (unlikely((__pyx_v_n == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 189, __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, 189, __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, 189, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt), __pyx_ptype_11pycocotools_5_mask_RLEs, 1, "gt", 0))) __PYX_ERR(0, 189, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_iscrowd), __pyx_ptype_5numpy_ndarray, 1, "iscrowd", 0))) __PYX_ERR(0, 189, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v__iou), __pyx_ptype_5numpy_ndarray, 1, "_iou", 0))) __PYX_ERR(0, 189, __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, 189, __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, 189, __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":190 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _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":189 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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":191 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _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, 191, __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, 191, __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, 191, __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, 191, __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, 191, __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, 191, __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, 191, __pyx_L3_error) - __pyx_v_n = __Pyx_PyInt_As_siz(values[4]); if (unlikely((__pyx_v_n == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 191, __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, 191, __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, 191, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_gt), __pyx_ptype_5numpy_ndarray, 1, "gt", 0))) __PYX_ERR(0, 191, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_iscrowd), __pyx_ptype_5numpy_ndarray, 1, "iscrowd", 0))) __PYX_ERR(0, 191, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v__iou), __pyx_ptype_5numpy_ndarray, 1, "_iou", 0))) __PYX_ERR(0, 191, __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, 191, __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, 191, __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, 191, __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, 191, __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":192 - * rleIou( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _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":191 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _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":193 - * 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( dt.data, gt.data, m, n, iscrowd.data, _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":194 - * bbIou( dt.data, gt.data, m, n, iscrowd.data, _iou.data ) - * def _len(obj): - * cdef siz N = 0 # <<<<<<<<<<<<<< - * if type(obj) == RLEs: - * N = obj.n - */ - __pyx_v_N = 0; - - /* "pycocotools/_mask.pyx":195 - * 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, 195, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 195, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":196 - * 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, 196, __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, 196, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_v_N = __pyx_t_3; - - /* "pycocotools/_mask.pyx":195 - * def _len(obj): - * cdef siz N = 0 - * if type(obj) == RLEs: # <<<<<<<<<<<<<< - * N = obj.n - * elif len(obj)==0: - */ - goto __pyx_L3; - } - - /* "pycocotools/_mask.pyx":197 - * 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, 197, __pyx_L1_error) - __pyx_t_2 = ((__pyx_t_4 == 0) != 0); - if (__pyx_t_2) { - goto __pyx_L3; - } - - /* "pycocotools/_mask.pyx":199 - * 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, 199, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 199, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":200 - * 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, 200, __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, 200, __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, 200, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_N = __pyx_t_3; - - /* "pycocotools/_mask.pyx":199 - * elif len(obj)==0: - * pass - * elif type(obj) == np.ndarray: # <<<<<<<<<<<<<< - * N = obj.shape[0] - * return N - */ - } - __pyx_L3:; - - /* "pycocotools/_mask.pyx":201 - * 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, 201, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; - goto __pyx_L0; - - /* "pycocotools/_mask.pyx":193 - * 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( dt.data, gt.data, m, n, iscrowd.data, _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":163 - * - * # 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; - Py_ssize_t __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":164 - * # 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__6)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 164, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v__preproc = __pyx_t_1; - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":189 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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__8)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 189, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v__rleIou = __pyx_t_1; - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":191 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _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__10)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 191, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v__bbIou = __pyx_t_1; - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":193 - * 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( dt.data, gt.data, m, n, iscrowd.data, _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__12)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_v__len = __pyx_t_1; - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":203 - * 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, 203, __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, 203, __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, 203, __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, 203, __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, 203, __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, 203, __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, 203, __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, 203, __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, 203, __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, 203, __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":206 - * # 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, 206, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF_SET(__pyx_v_dt, __pyx_t_5); - __pyx_t_5 = 0; - - /* "pycocotools/_mask.pyx":207 - * 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, 207, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF_SET(__pyx_v_gt, __pyx_t_5); - __pyx_t_5 = 0; - - /* "pycocotools/_mask.pyx":208 - * 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, 208, __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, 208, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_m = __pyx_t_7; - - /* "pycocotools/_mask.pyx":209 - * 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, 209, __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, 209, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_n = __pyx_t_7; - - /* "pycocotools/_mask.pyx":210 - * 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":211 - * 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, 211, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_r = __pyx_t_5; - __pyx_t_5 = 0; - goto __pyx_L0; - - /* "pycocotools/_mask.pyx":210 - * m = _len(dt) - * n = _len(gt) - * if m == 0 or n == 0: # <<<<<<<<<<<<<< - * return [] - * if not type(dt) == type(gt): - */ - } - - /* "pycocotools/_mask.pyx":212 - * 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, 212, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 212, __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":213 - * 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(__pyx_builtin_Exception, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 213, __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, 213, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":212 - * 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":216 - * - * # define local variables - * cdef double* _iou = 0 # <<<<<<<<<<<<<< - * cdef np.npy_intp shape[1] - * # check type and assign iou function - */ - __pyx_v__iou = ((double *)0); - - /* "pycocotools/_mask.pyx":219 - * 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, 219, __pyx_L1_error) - __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 219, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - if (__pyx_t_9) { - - /* "pycocotools/_mask.pyx":220 - * # 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":219 - * 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":221 - * 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, 221, __pyx_L1_error) - __pyx_t_9 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 221, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - if (__pyx_t_9) { - - /* "pycocotools/_mask.pyx":222 - * _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":221 - * if type(dt) == RLEs: - * _iouFun = _rleIou - * elif type(dt) == np.ndarray: # <<<<<<<<<<<<<< - * _iouFun = _bbIou - * else: - */ - goto __pyx_L7; - } - - /* "pycocotools/_mask.pyx":224 - * _iouFun = _bbIou - * else: - * raise Exception('input data type not allowed.') # <<<<<<<<<<<<<< - * _iou = malloc(m*n* sizeof(double)) - * iou = np.zeros((m*n, ), dtype=np.double) - */ - /*else*/ { - __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_Exception, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 224, __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, 224, __pyx_L1_error) - } - __pyx_L7:; - - /* "pycocotools/_mask.pyx":225 - * else: - * raise Exception('input data type not allowed.') - * _iou = malloc(m*n* sizeof(double)) # <<<<<<<<<<<<<< - * iou = np.zeros((m*n, ), dtype=np.double) - * shape[0] = m*n - */ - __pyx_v__iou = ((double *)malloc(((__pyx_v_m * __pyx_v_n) * (sizeof(double))))); - - /* "pycocotools/_mask.pyx":226 - * raise Exception('input data type not allowed.') - * _iou = malloc(m*n* sizeof(double)) - * iou = np.zeros((m*n, ), dtype=np.double) # <<<<<<<<<<<<<< - * shape[0] = 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, 226, __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, 226, __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, 226, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 226, __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, 226, __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, 226, __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, 226, __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, 226, __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, 226, __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, 226, __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":227 - * _iou = malloc(m*n* sizeof(double)) - * iou = np.zeros((m*n, ), dtype=np.double) - * shape[0] = 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":228 - * iou = np.zeros((m*n, ), dtype=np.double) - * shape[0] = 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, 228, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF_SET(__pyx_v_iou, __pyx_t_4); - __pyx_t_4 = 0; - - /* "pycocotools/_mask.pyx":229 - * shape[0] = 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, 229, __pyx_L1_error) - PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_iou), NPY_OWNDATA); - - /* "pycocotools/_mask.pyx":230 - * 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, 230, __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, 230, __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_COMPILING_IN_CPYTHON && 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; - } - } - __pyx_t_11 = PyTuple_New(6+__pyx_t_10); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 230, __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, 230, __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":231 - * 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, 231, __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, 231, __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, 231, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 231, __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, 231, __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, 231, __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, 231, __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, 231, __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":163 - * - * # 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":233 - * 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":234 - * - * def toBbox( rleObjs ): - * cdef RLEs Rs = _frString(rleObjs) # <<<<<<<<<<<<<< - * cdef siz n = Rs.n - * cdef BB _bb = malloc(4*n* sizeof(double)) - */ - __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_frString); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 234, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - } else { - __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 234, __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, 234, __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, 234, __pyx_L1_error) - __pyx_v_Rs = ((struct __pyx_obj_11pycocotools_5_mask_RLEs *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":235 - * def toBbox( rleObjs ): - * cdef RLEs Rs = _frString(rleObjs) - * cdef siz n = Rs.n # <<<<<<<<<<<<<< - * cdef BB _bb = malloc(4*n* sizeof(double)) - * rleToBbox( 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, 235, __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, 235, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_v_n = __pyx_t_5; - - /* "pycocotools/_mask.pyx":236 - * cdef RLEs Rs = _frString(rleObjs) - * cdef siz n = Rs.n - * cdef BB _bb = malloc(4*n* sizeof(double)) # <<<<<<<<<<<<<< - * rleToBbox( Rs._R, _bb, n ) - * cdef np.npy_intp shape[1] - */ - __pyx_v__bb = ((BB)malloc(((4 * __pyx_v_n) * (sizeof(double))))); - - /* "pycocotools/_mask.pyx":237 - * cdef siz n = Rs.n - * cdef BB _bb = malloc(4*n* sizeof(double)) - * rleToBbox( Rs._R, _bb, n ) # <<<<<<<<<<<<<< - * cdef np.npy_intp shape[1] - * shape[0] = 4*n - */ - rleToBbox(((RLE const *)__pyx_v_Rs->_R), __pyx_v__bb, __pyx_v_n); - - /* "pycocotools/_mask.pyx":239 - * rleToBbox( Rs._R, _bb, n ) - * cdef np.npy_intp shape[1] - * shape[0] = 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":240 - * cdef np.npy_intp shape[1] - * shape[0] = 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, 240, __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, 240, __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, 240, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 240, __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, 240, __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, 240, __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, 240, __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, 240, __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, 240, __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, 240, __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":241 - * shape[0] = 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, 241, __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, 241, __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, 241, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 241, __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_COMPILING_IN_CPYTHON && 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, 241, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_GOTREF(__pyx_t_6); - } else { - __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 241, __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, 241, __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":242 - * 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, 242, __pyx_L1_error) - PyArray_ENABLEFLAGS(((PyArrayObject *)__pyx_v_bb), NPY_OWNDATA); - - /* "pycocotools/_mask.pyx":243 - * 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":233 - * 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":245 - * 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, 245, __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, 245, __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, 245, __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, 245, __pyx_L3_error) - __pyx_v_w = __Pyx_PyInt_As_siz(values[2]); if (unlikely((__pyx_v_w == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 245, __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, 245, __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, 245, __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, 245, __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":246 - * - * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): - * cdef siz n = bb.shape[0] # <<<<<<<<<<<<<< - * Rs = RLEs(n) - * rleFrBbox( Rs._R, bb.data, h, w, n ) - */ - __pyx_v_n = (__pyx_v_bb->dimensions[0]); - - /* "pycocotools/_mask.pyx":247 - * def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): - * cdef siz n = bb.shape[0] - * Rs = RLEs(n) # <<<<<<<<<<<<<< - * rleFrBbox( Rs._R, 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, 247, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 247, __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, 247, __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":248 - * cdef siz n = bb.shape[0] - * Rs = RLEs(n) - * rleFrBbox( Rs._R, 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":249 - * Rs = RLEs(n) - * rleFrBbox( Rs._R, 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, 249, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 249, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - } else { - __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 249, __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, 249, __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":250 - * rleFrBbox( Rs._R, 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":245 - * 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":252 - * 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, 252, __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, 252, __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, 252, __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, 252, __pyx_L3_error) - __pyx_v_w = __Pyx_PyInt_As_siz(values[2]); if (unlikely((__pyx_v_w == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 252, __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, 252, __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":254 - * 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, 254, __pyx_L1_error) - __pyx_v_n = __pyx_t_1; - - /* "pycocotools/_mask.pyx":255 - * 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, 255, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 255, __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, 255, __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":256 - * n = len(poly) - * Rs = RLEs(n) - * for i, p in enumerate(poly): # <<<<<<<<<<<<<< - * np_poly = np.array(p, dtype=np.double, order='F') - * rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/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, 256, __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, 256, __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_COMPILING_IN_CPYTHON - __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, 256, __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, 256, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - #endif - } else { - if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break; - #if CYTHON_COMPILING_IN_CPYTHON - __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, 256, __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, 256, __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, 256, __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, 256, __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":257 - * Rs = RLEs(n) - * for i, p in enumerate(poly): - * np_poly = np.array(p, dtype=np.double, order='F') # <<<<<<<<<<<<<< - * rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/2, h, w ) - * objs = _toString(Rs) - */ - __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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, 257, __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":258 - * for i, p in enumerate(poly): - * np_poly = np.array(p, dtype=np.double, order='F') - * rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/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, 258, __pyx_L1_error) - __pyx_t_16 = PyObject_Length(((PyObject *)__pyx_v_np_poly)); if (unlikely(__pyx_t_16 == -1)) __PYX_ERR(0, 258, __pyx_L1_error) - rleFrPoly(((RLE *)(&(__pyx_v_Rs->_R[__pyx_t_15]))), ((double const *)__pyx_v_np_poly->data), __Pyx_div_Py_ssize_t(__pyx_t_16, 2), __pyx_v_h, __pyx_v_w); - - /* "pycocotools/_mask.pyx":256 - * n = len(poly) - * Rs = RLEs(n) - * for i, p in enumerate(poly): # <<<<<<<<<<<<<< - * np_poly = np.array(p, dtype=np.double, order='F') - * rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/2, h, w ) - */ - } - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "pycocotools/_mask.pyx":259 - * np_poly = np.array(p, dtype=np.double, order='F') - * rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/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, 259, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_9 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 259, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - } else { - __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 259, __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, 259, __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":260 - * rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/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":252 - * 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":262 - * 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, 262, __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, 262, __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, 262, __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, 262, __pyx_L3_error) - __pyx_v_w = __Pyx_PyInt_As_siz(values[2]); if (unlikely((__pyx_v_w == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 262, __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, 262, __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":266 - * 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, 266, __pyx_L1_error) - __pyx_v_n = __pyx_t_1; - - /* "pycocotools/_mask.pyx":267 - * 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, 267, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_v_objs = ((PyObject*)__pyx_t_2); - __pyx_t_2 = 0; - - /* "pycocotools/_mask.pyx":268 - * 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":269 - * 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__15, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 269, __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":270 - * 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 = malloc(len(cnts)* sizeof(uint)) - */ - __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __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, 270, __pyx_L1_error) - } - __pyx_t_8 = 0; - __Pyx_XDECREF_SET(__pyx_v_cnts, ((PyArrayObject *)__pyx_t_7)); - __pyx_t_7 = 0; - - /* "pycocotools/_mask.pyx":272 - * cnts = np.array(ucRles[i]['counts'], dtype=np.uint32) - * # time for malloc can be saved here but it's fine - * data = malloc(len(cnts)* sizeof(uint)) # <<<<<<<<<<<<<< - * for j in range(len(cnts)): - * data[j] = cnts[j] - */ - __pyx_t_13 = PyObject_Length(((PyObject *)__pyx_v_cnts)); if (unlikely(__pyx_t_13 == -1)) __PYX_ERR(0, 272, __pyx_L1_error) - __pyx_v_data = ((uint *)malloc((__pyx_t_13 * (sizeof(unsigned int))))); - - /* "pycocotools/_mask.pyx":273 - * # time for malloc can be saved here but it's fine - * data = malloc(len(cnts)* sizeof(uint)) - * for j in range(len(cnts)): # <<<<<<<<<<<<<< - * data[j] = cnts[j] - * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), data) - */ - __pyx_t_13 = PyObject_Length(((PyObject *)__pyx_v_cnts)); if (unlikely(__pyx_t_13 == -1)) __PYX_ERR(0, 273, __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":274 - * data = malloc(len(cnts)* sizeof(uint)) - * for j in range(len(cnts)): - * data[j] = cnts[j] # <<<<<<<<<<<<<< - * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), 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, 274, __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":275 - * for j in range(len(cnts)): - * data[j] = cnts[j] - * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), 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, 275, __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, 275, __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, 275, __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, 275, __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, 275, __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, 275, __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, 275, __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, 275, __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, 275, __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":276 - * data[j] = cnts[j] - * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), data) - * Rs._R[0] = R # <<<<<<<<<<<<<< - * objs.append(_toString(Rs)[0]) - * return objs - */ - (__pyx_v_Rs->_R[0]) = __pyx_v_R; - - /* "pycocotools/_mask.pyx":277 - * R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), 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, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_2 = NULL; - if (CYTHON_COMPILING_IN_CPYTHON && 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, 277, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - } else { - __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 277, __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, 277, __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, 277, __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, 277, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - } - - /* "pycocotools/_mask.pyx":278 - * Rs._R[0] = R - * objs.append(_toString(Rs)[0]) - * return objs # <<<<<<<<<<<<<< - * - * def frPyObjects(pyobj, siz h, w): - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_objs); - __pyx_r = __pyx_v_objs; - goto __pyx_L0; - - /* "pycocotools/_mask.pyx":262 - * 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":280 - * return objs - * - * def frPyObjects(pyobj, siz h, w): # <<<<<<<<<<<<<< - * if type(pyobj) == np.ndarray: - * objs = frBbox(pyobj, h, w ) - */ - -/* 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; - siz __pyx_v_h; - 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, 280, __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, 280, __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, 280, __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 = __Pyx_PyInt_As_siz(values[1]); if (unlikely((__pyx_v_h == (siz)-1) && PyErr_Occurred())) __PYX_ERR(0, 280, __pyx_L3_error) - __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, 280, __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, siz __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; - PyObject *__pyx_t_5 = NULL; - Py_ssize_t __pyx_t_6; - PyObject *__pyx_t_7 = NULL; - int __pyx_t_8; - __Pyx_RefNannySetupContext("frPyObjects", 0); - - /* "pycocotools/_mask.pyx":281 - * - * def frPyObjects(pyobj, siz h, w): - * 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, 281, __pyx_L1_error) - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 281, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":282 - * def frPyObjects(pyobj, siz h, w): - * 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, 282, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyInt_From_siz(__pyx_v_h); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 282, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_5)) { - PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } - __pyx_t_7 = PyTuple_New(3+__pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 282, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __pyx_t_5 = NULL; - } - __Pyx_INCREF(__pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_v_pyobj); - PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_6, __pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_v_w); - __Pyx_GIVEREF(__pyx_v_w); - PyTuple_SET_ITEM(__pyx_t_7, 2+__pyx_t_6, __pyx_v_w); - __pyx_t_4 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_7, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 282, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_v_objs = __pyx_t_1; - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":281 - * - * def frPyObjects(pyobj, siz h, w): - * 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":283 - * 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, 283, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 283, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_8) { - } else { - __pyx_t_2 = __pyx_t_8; - 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, 283, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_6 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_6 == -1)) __PYX_ERR(0, 283, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_8 = ((__pyx_t_6 == 4) != 0); - __pyx_t_2 = __pyx_t_8; - __pyx_L4_bool_binop_done:; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":284 - * 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, 284, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_7 = __Pyx_PyInt_From_siz(__pyx_v_h); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 284, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __pyx_t_4 = NULL; - __pyx_t_6 = 0; - if (CYTHON_COMPILING_IN_CPYTHON && 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_6 = 1; - } - } - __pyx_t_5 = PyTuple_New(3+__pyx_t_6); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 284, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - if (__pyx_t_4) { - __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL; - } - __Pyx_INCREF(__pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_v_pyobj); - PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_6, __pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_t_7); - PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_6, __pyx_t_7); - __Pyx_INCREF(__pyx_v_w); - __Pyx_GIVEREF(__pyx_v_w); - PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_6, __pyx_v_w); - __pyx_t_7 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 284, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_v_objs = __pyx_t_1; - __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":283 - * 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":285 - * 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, 285, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 285, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_8) { - } else { - __pyx_t_2 = __pyx_t_8; - 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, 285, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_6 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_6 == -1)) __PYX_ERR(0, 285, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_8 = ((__pyx_t_6 > 4) != 0); - __pyx_t_2 = __pyx_t_8; - __pyx_L6_bool_binop_done:; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":286 - * 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: - * objs = frUncompressedRLE(pyobj, h, w) - */ - __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_frPoly); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_5 = __Pyx_PyInt_From_siz(__pyx_v_h); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_7 = NULL; - __pyx_t_6 = 0; - if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) { - __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_3); - if (likely(__pyx_t_7)) { - PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_3, function); - __pyx_t_6 = 1; - } - } - __pyx_t_4 = PyTuple_New(3+__pyx_t_6); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 286, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - if (__pyx_t_7) { - __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_7); __pyx_t_7 = NULL; - } - __Pyx_INCREF(__pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_v_pyobj); - PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_6, __pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_6, __pyx_t_5); - __Pyx_INCREF(__pyx_v_w); - __Pyx_GIVEREF(__pyx_v_w); - PyTuple_SET_ITEM(__pyx_t_4, 2+__pyx_t_6, __pyx_v_w); - __pyx_t_5 = 0; - __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 286, __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":285 - * 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":287 - * elif type(pyobj) == list and len(pyobj[0]) > 4: - * objs = frPoly(pyobj, h, w ) - * elif type(pyobj) == list and type(pyobj[0]) == dict: # <<<<<<<<<<<<<< - * objs = frUncompressedRLE(pyobj, h, w) - * else: - */ - __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, 287, __pyx_L1_error) - __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (__pyx_t_8) { - } else { - __pyx_t_2 = __pyx_t_8; - goto __pyx_L8_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, 287, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __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, 287, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 287, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __pyx_t_2 = __pyx_t_8; - __pyx_L8_bool_binop_done:; - if (__pyx_t_2) { - - /* "pycocotools/_mask.pyx":288 - * objs = frPoly(pyobj, h, w ) - * elif type(pyobj) == list and type(pyobj[0]) == dict: - * objs = frUncompressedRLE(pyobj, h, w) # <<<<<<<<<<<<<< - * 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, 288, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = __Pyx_PyInt_From_siz(__pyx_v_h); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 288, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = NULL; - __pyx_t_6 = 0; - if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) { - __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1); - if (likely(__pyx_t_5)) { - PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1); - __Pyx_INCREF(__pyx_t_5); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_1, function); - __pyx_t_6 = 1; - } - } - __pyx_t_7 = PyTuple_New(3+__pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 288, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - if (__pyx_t_5) { - __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __pyx_t_5 = NULL; - } - __Pyx_INCREF(__pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_v_pyobj); - PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_6, __pyx_v_pyobj); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_6, __pyx_t_4); - __Pyx_INCREF(__pyx_v_w); - __Pyx_GIVEREF(__pyx_v_w); - PyTuple_SET_ITEM(__pyx_t_7, 2+__pyx_t_6, __pyx_v_w); - __pyx_t_4 = 0; - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 288, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_v_objs = __pyx_t_3; - __pyx_t_3 = 0; - - /* "pycocotools/_mask.pyx":287 - * elif type(pyobj) == list and len(pyobj[0]) > 4: - * objs = frPoly(pyobj, h, w ) - * elif type(pyobj) == list and type(pyobj[0]) == dict: # <<<<<<<<<<<<<< - * objs = frUncompressedRLE(pyobj, h, w) - * else: - */ - goto __pyx_L3; - } - - /* "pycocotools/_mask.pyx":290 - * objs = frUncompressedRLE(pyobj, h, w) - * else: - * raise Exception('input type is not supported.') # <<<<<<<<<<<<<< - * return objs - */ - /*else*/ { - __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_Exception, __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 290, __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, 290, __pyx_L1_error) - } - __pyx_L3:; - - /* "pycocotools/_mask.pyx":291 - * 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":280 - * return objs - * - * def frPyObjects(pyobj, siz h, w): # <<<<<<<<<<<<<< - * if type(pyobj) == np.ndarray: - * objs = frBbox(pyobj, h, w ) - */ - - /* 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_5); - __Pyx_XDECREF(__pyx_t_7); - __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; -} - -/* "../../../../anaconda2/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); - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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 = ((&endian_detector)[0] != 0) - * - */ - __pyx_v_endian_detector = 1; - - /* "../../../../anaconda2/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 = ((&endian_detector)[0] != 0) # <<<<<<<<<<<<<< - * - * ndim = PyArray_NDIM(self) - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":209 - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * - * ndim = PyArray_NDIM(self) # <<<<<<<<<<<<<< - * - * if sizeof(npy_intp) != sizeof(Py_ssize_t): - */ - __pyx_v_ndim = PyArray_NDIM(__pyx_v_self); - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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__17, 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) - - /* "../../../../anaconda2/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") - */ - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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__18, 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) - - /* "../../../../anaconda2/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") - */ - } - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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 = stdlib.malloc(sizeof(Py_ssize_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))); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":230 - * # This is allocated as one block, strides first. - * info.strides = stdlib.malloc(sizeof(Py_ssize_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); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":231 - * info.strides = stdlib.malloc(sizeof(Py_ssize_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; - - /* "../../../../anaconda2/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]); - - /* "../../../../anaconda2/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 = PyArray_STRIDES(self) - */ - (__pyx_v_info->shape[__pyx_v_i]) = (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]); - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":235 - * info.shape[i] = PyArray_DIMS(self)[i] - * else: - * info.strides = PyArray_STRIDES(self) # <<<<<<<<<<<<<< - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL - */ - /*else*/ { - __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self)); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":236 - * else: - * info.strides = PyArray_STRIDES(self) - * info.shape = 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:; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":237 - * info.strides = PyArray_STRIDES(self) - * info.shape = PyArray_DIMS(self) - * info.suboffsets = NULL # <<<<<<<<<<<<<< - * info.itemsize = PyArray_ITEMSIZE(self) - * info.readonly = not PyArray_ISWRITEABLE(self) - */ - __pyx_v_info->suboffsets = NULL; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":238 - * info.shape = 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); - - /* "../../../../anaconda2/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)); - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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__19, 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) - - /* "../../../../anaconda2/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") - */ - } - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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: - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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 = stdlib.malloc(_buffer_format_string_len) - */ - __pyx_r = 0; - goto __pyx_L0; - - /* "../../../../anaconda2/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 - */ - } - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":282 - * return - * else: - * info.format = 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)); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":283 - * else: - * info.format = 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]) = '^'; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":284 - * info.format = 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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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'; - } - - /* "../../../../anaconda2/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; -} - -/* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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): - */ - } - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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 - */ - } - - /* "../../../../anaconda2/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(); -} - -/* "../../../../anaconda2/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, 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); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":771 - * - * cdef inline object PyArray_MultiIterNew1(a): - * return PyArray_MultiIterNew(1, 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; - - /* "../../../../anaconda2/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, 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; -} - -/* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":773 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, 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); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":774 - * - * cdef inline object PyArray_MultiIterNew2(a, b): - * return PyArray_MultiIterNew(2, a, 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; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":773 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, 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; -} - -/* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":776 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, 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); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":777 - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - * return PyArray_MultiIterNew(3, a, b, 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; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":776 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, 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; -} - -/* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":779 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, 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); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":780 - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - * return PyArray_MultiIterNew(4, a, b, c, 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; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":779 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, 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; -} - -/* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":782 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, 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); - - /* "../../../../anaconda2/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, a, b, c, d, 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; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":782 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, 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; -} - -/* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":785 - * return PyArray_MultiIterNew(5, a, b, c, d, 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); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":790 - * - * cdef dtype child - * cdef int endian_detector = 1 # <<<<<<<<<<<<<< - * cdef bint little_endian = ((&endian_detector)[0] != 0) - * cdef tuple fields - */ - __pyx_v_endian_detector = 1; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":791 - * cdef dtype child - * cdef int endian_detector = 1 - * cdef bint little_endian = ((&endian_detector)[0] != 0) # <<<<<<<<<<<<<< - * cdef tuple fields - * - */ - __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0); - - /* "../../../../anaconda2/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_COMPILING_IN_CPYTHON - __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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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) - (new_offset - offset[0]) < 15: - */ - if (likely(__pyx_v_fields != Py_None)) { - PyObject* sequence = __pyx_v_fields; - #if CYTHON_COMPILING_IN_CPYTHON - 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_COMPILING_IN_CPYTHON - __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; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":798 - * child, new_offset = fields - * - * if (end - f) - (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) { - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":799 - * - * if (end - f) - (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__20, 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) - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":798 - * child, new_offset = fields - * - * if (end - f) - (new_offset - offset[0]) < 15: # <<<<<<<<<<<<<< - * raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd") - * - */ - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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__21, 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) - - /* "../../../../anaconda2/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") - */ - } - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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); - } - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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__22, 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) - - /* "../../../../anaconda2/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.") - * - */ - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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:; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":785 - * return PyArray_MultiIterNew(5, a, b, c, d, 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; -} - -/* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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; - - /* "../../../../anaconda2/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; - } - - /* "../../../../anaconda2/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 = base - * Py_XDECREF(arr.base) - */ - /*else*/ { - Py_INCREF(__pyx_v_base); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":972 - * else: - * Py_INCREF(base) # important to do this before decref below! - * baseptr = base # <<<<<<<<<<<<<< - * Py_XDECREF(arr.base) - * arr.base = baseptr - */ - __pyx_v_baseptr = ((PyObject *)__pyx_v_base); - } - __pyx_L3:; - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":973 - * Py_INCREF(base) # important to do this before decref below! - * baseptr = base - * Py_XDECREF(arr.base) # <<<<<<<<<<<<<< - * arr.base = baseptr - * - */ - Py_XDECREF(__pyx_v_arr->base); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":974 - * baseptr = base - * Py_XDECREF(arr.base) - * arr.base = baseptr # <<<<<<<<<<<<<< - * - * cdef inline object get_array_base(ndarray arr): - */ - __pyx_v_arr->base = __pyx_v_baseptr; - - /* "../../../../anaconda2/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(); -} - -/* "../../../../anaconda2/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); - - /* "../../../../anaconda2/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) { - - /* "../../../../anaconda2/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 arr.base - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(Py_None); - __pyx_r = Py_None; - goto __pyx_L0; - - /* "../../../../anaconda2/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: - */ - } - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":980 - * return None - * else: - * return arr.base # <<<<<<<<<<<<<< - */ - /*else*/ { - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_arr->base)); - __pyx_r = ((PyObject *)__pyx_v_arr->base); - goto __pyx_L0; - } - - /* "../../../../anaconda2/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; -} - -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)) { - Py_DECREF(o); o = 0; - } - return o; -} - -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)) { - Py_DECREF(o); o = 0; - } - return o; -} - -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_Exception, __pyx_k_Exception, sizeof(__pyx_k_Exception), 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_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_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_shang_Work_dev_TFFRCNN_lib, __pyx_k_home_shang_Work_dev_TFFRCNN_lib, sizeof(__pyx_k_home_shang_Work_dev_TFFRCNN_lib), 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_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_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_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, 64, __pyx_L1_error) - __pyx_builtin_AttributeError = __Pyx_GetBuiltinName(__pyx_n_s_AttributeError); if (!__pyx_builtin_AttributeError) __PYX_ERR(0, 70, __pyx_L1_error) - __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) __PYX_ERR(0, 121, __pyx_L1_error) - __pyx_builtin_Exception = __Pyx_GetBuiltinName(__pyx_n_s_Exception); if (!__pyx_builtin_Exception) __PYX_ERR(0, 213, __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) - return 0; - __pyx_L1_error:; - return -1; -} - -static int __Pyx_InitCachedConstants(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0); - - /* "pycocotools/_mask.pyx":146 - * def merge(rleObjs, bint intersect=0): - * cdef RLEs Rs = _frString(rleObjs) - * cdef RLEs R = RLEs(1) # <<<<<<<<<<<<<< - * rleMerge(Rs._R, R._R, Rs._n, intersect) - * obj = _toString(R)[0] - */ - __pyx_tuple_ = PyTuple_Pack(1, __pyx_int_1); if (unlikely(!__pyx_tuple_)) __PYX_ERR(0, 146, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple_); - __Pyx_GIVEREF(__pyx_tuple_); - - /* "pycocotools/_mask.pyx":172 - * # 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__2 = PyTuple_Pack(1, __pyx_kp_s_numpy_ndarray_input_is_only_for); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 172, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "pycocotools/_mask.pyx":185 - * 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__3 = PyTuple_Pack(1, __pyx_kp_s_list_input_can_be_bounding_box_N); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 185, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "pycocotools/_mask.pyx":187 - * 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__4 = PyTuple_Pack(1, __pyx_kp_s_unrecognized_type_The_following); if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 187, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "pycocotools/_mask.pyx":164 - * # 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__5 = PyTuple_Pack(4, __pyx_n_s_objs, __pyx_n_s_isbox, __pyx_n_s_isrle, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 164, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - __pyx_codeobj__6 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__5, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_preproc, 164, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__6)) __PYX_ERR(0, 164, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":189 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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__7 = 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__7)) __PYX_ERR(0, 189, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__7); - __Pyx_GIVEREF(__pyx_tuple__7); - __pyx_codeobj__8 = (PyObject*)__Pyx_PyCode_New(6, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__7, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_rleIou, 189, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__8)) __PYX_ERR(0, 189, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":191 - * 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( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _iou.data ) - * def _len(obj): - */ - __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, 191, __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_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_bbIou, 191, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__10)) __PYX_ERR(0, 191, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":193 - * 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( dt.data, gt.data, m, n, iscrowd.data, _iou.data ) - * def _len(obj): # <<<<<<<<<<<<<< - * cdef siz N = 0 - * if type(obj) == RLEs: - */ - __pyx_tuple__11 = PyTuple_Pack(2, __pyx_n_s_obj, __pyx_n_s_N); if (unlikely(!__pyx_tuple__11)) __PYX_ERR(0, 193, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__11); - __Pyx_GIVEREF(__pyx_tuple__11); - __pyx_codeobj__12 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__11, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_len, 193, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__12)) __PYX_ERR(0, 193, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":213 - * 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__13 = PyTuple_Pack(1, __pyx_kp_s_The_dt_and_gt_should_have_the_sa); if (unlikely(!__pyx_tuple__13)) __PYX_ERR(0, 213, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__13); - __Pyx_GIVEREF(__pyx_tuple__13); - - /* "pycocotools/_mask.pyx":224 - * _iouFun = _bbIou - * else: - * raise Exception('input data type not allowed.') # <<<<<<<<<<<<<< - * _iou = malloc(m*n* sizeof(double)) - * iou = np.zeros((m*n, ), dtype=np.double) - */ - __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_input_data_type_not_allowed); if (unlikely(!__pyx_tuple__14)) __PYX_ERR(0, 224, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__14); - __Pyx_GIVEREF(__pyx_tuple__14); - - /* "pycocotools/_mask.pyx":269 - * 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__15 = PyTuple_Pack(1, __pyx_int_1); if (unlikely(!__pyx_tuple__15)) __PYX_ERR(0, 269, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__15); - __Pyx_GIVEREF(__pyx_tuple__15); - - /* "pycocotools/_mask.pyx":290 - * objs = frUncompressedRLE(pyobj, h, w) - * else: - * raise Exception('input type is not supported.') # <<<<<<<<<<<<<< - * return objs - */ - __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_input_type_is_not_supported); if (unlikely(!__pyx_tuple__16)) __PYX_ERR(0, 290, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__16); - __Pyx_GIVEREF(__pyx_tuple__16); - - /* "../../../../anaconda2/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__17 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__17)) __PYX_ERR(1, 218, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__17); - __Pyx_GIVEREF(__pyx_tuple__17); - - /* "../../../../anaconda2/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__18 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__18)) __PYX_ERR(1, 222, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__18); - __Pyx_GIVEREF(__pyx_tuple__18); - - /* "../../../../anaconda2/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__19 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__19)) __PYX_ERR(1, 259, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__19); - __Pyx_GIVEREF(__pyx_tuple__19); - - /* "../../../../anaconda2/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":799 - * - * if (end - f) - (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__20 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__20)) __PYX_ERR(1, 799, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__20); - __Pyx_GIVEREF(__pyx_tuple__20); - - /* "../../../../anaconda2/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__21 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__21)) __PYX_ERR(1, 803, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__21); - __Pyx_GIVEREF(__pyx_tuple__21); - - /* "../../../../anaconda2/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__22 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__22)) __PYX_ERR(1, 823, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__22); - __Pyx_GIVEREF(__pyx_tuple__22); - - /* "pycocotools/_mask.pyx":100 - * - * # 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__23 = 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__23)) __PYX_ERR(0, 100, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__23); - __Pyx_GIVEREF(__pyx_tuple__23); - __pyx_codeobj__24 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__23, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_toString, 100, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__24)) __PYX_ERR(0, 100, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":116 - * - * # internal conversion from compressed RLE format to Python RLEs object - * def _frString(rleObjs): # <<<<<<<<<<<<<< - * cdef siz n = len(rleObjs) - * Rs = RLEs(n) - */ - __pyx_tuple__25 = 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__25)) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__25); - __Pyx_GIVEREF(__pyx_tuple__25); - __pyx_codeobj__26 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__25, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_frString, 116, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__26)) __PYX_ERR(0, 116, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":129 - * # 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__27 = 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__27)) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__27); - __Pyx_GIVEREF(__pyx_tuple__27); - __pyx_codeobj__28 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__27, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_encode, 129, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__28)) __PYX_ERR(0, 129, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":137 - * - * # 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__29 = 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__29)) __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__29); - __Pyx_GIVEREF(__pyx_tuple__29); - __pyx_codeobj__30 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__29, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_decode, 137, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__30)) __PYX_ERR(0, 137, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":144 - * return np.array(masks) - * - * def merge(rleObjs, bint intersect=0): # <<<<<<<<<<<<<< - * cdef RLEs Rs = _frString(rleObjs) - * cdef RLEs R = RLEs(1) - */ - __pyx_tuple__31 = 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__31)) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__31); - __Pyx_GIVEREF(__pyx_tuple__31); - __pyx_codeobj__32 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__31, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_merge, 144, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__32)) __PYX_ERR(0, 144, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":151 - * return obj - * - * def area(rleObjs): # <<<<<<<<<<<<<< - * cdef RLEs Rs = _frString(rleObjs) - * cdef uint* _a = malloc(Rs._n* sizeof(uint)) - */ - __pyx_tuple__33 = 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__33)) __PYX_ERR(0, 151, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__33); - __Pyx_GIVEREF(__pyx_tuple__33); - __pyx_codeobj__34 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__33, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_area, 151, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__34)) __PYX_ERR(0, 151, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":163 - * - * # iou computation. support function overload (RLEs-RLEs and bbox-bbox). - * def iou( dt, gt, pyiscrowd ): # <<<<<<<<<<<<<< - * def _preproc(objs): - * if len(objs) == 0: - */ - __pyx_tuple__35 = 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__35)) __PYX_ERR(0, 163, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__35); - __Pyx_GIVEREF(__pyx_tuple__35); - __pyx_codeobj__36 = (PyObject*)__Pyx_PyCode_New(3, 0, 18, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__35, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_iou_2, 163, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__36)) __PYX_ERR(0, 163, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":233 - * return iou.reshape((m,n), order='F') - * - * def toBbox( rleObjs ): # <<<<<<<<<<<<<< - * cdef RLEs Rs = _frString(rleObjs) - * cdef siz n = Rs.n - */ - __pyx_tuple__37 = 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__37)) __PYX_ERR(0, 233, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__37); - __Pyx_GIVEREF(__pyx_tuple__37); - __pyx_codeobj__38 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__37, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_toBbox, 233, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__38)) __PYX_ERR(0, 233, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":245 - * 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__39 = 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__39)) __PYX_ERR(0, 245, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__39); - __Pyx_GIVEREF(__pyx_tuple__39); - __pyx_codeobj__40 = (PyObject*)__Pyx_PyCode_New(3, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__39, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_frBbox, 245, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__40)) __PYX_ERR(0, 245, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":252 - * return objs - * - * def frPoly( poly, siz h, siz w ): # <<<<<<<<<<<<<< - * cdef np.ndarray[np.double_t, ndim=1] np_poly - * n = len(poly) - */ - __pyx_tuple__41 = 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__41)) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__41); - __Pyx_GIVEREF(__pyx_tuple__41); - __pyx_codeobj__42 = (PyObject*)__Pyx_PyCode_New(3, 0, 9, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__41, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_frPoly, 252, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__42)) __PYX_ERR(0, 252, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":262 - * return objs - * - * def frUncompressedRLE(ucRles, siz h, siz w): # <<<<<<<<<<<<<< - * cdef np.ndarray[np.uint32_t, ndim=1] cnts - * cdef RLE R - */ - __pyx_tuple__43 = 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__43)) __PYX_ERR(0, 262, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__43); - __Pyx_GIVEREF(__pyx_tuple__43); - __pyx_codeobj__44 = (PyObject*)__Pyx_PyCode_New(3, 0, 11, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__43, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_frUncompressedRLE, 262, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__44)) __PYX_ERR(0, 262, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":280 - * return objs - * - * def frPyObjects(pyobj, siz h, w): # <<<<<<<<<<<<<< - * if type(pyobj) == np.ndarray: - * objs = frBbox(pyobj, h, w ) - */ - __pyx_tuple__45 = PyTuple_Pack(4, __pyx_n_s_pyobj, __pyx_n_s_h, __pyx_n_s_w, __pyx_n_s_objs); if (unlikely(!__pyx_tuple__45)) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__45); - __Pyx_GIVEREF(__pyx_tuple__45); - __pyx_codeobj__46 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__45, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_shang_Work_dev_TFFRCNN_lib, __pyx_n_s_frPyObjects, 280, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__46)) __PYX_ERR(0, 280, __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_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; - __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, 53, __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, 53, __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, 74, __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, 74, __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 both Python-level and C-level symbols of Numpy - */ - if (PyDict_SetItem(__pyx_d, __pyx_n_s_author, __pyx_n_s_tsungyi) < 0) __PYX_ERR(0, 11, __pyx_L1_error) - - /* "pycocotools/_mask.pyx":15 - * # 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, 15, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) __PYX_ERR(0, 15, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":20 - * - * # intialized Numpy. must do. - * np.import_array() # <<<<<<<<<<<<<< - * - * # import numpy C function - */ - import_array(); - - /* "pycocotools/_mask.pyx":100 - * - * # 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, 100, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_toString, __pyx_t_1) < 0) __PYX_ERR(0, 100, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":116 - * - * # 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, 116, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_frString, __pyx_t_1) < 0) __PYX_ERR(0, 116, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":129 - * # 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, 129, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_encode, __pyx_t_1) < 0) __PYX_ERR(0, 129, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":137 - * - * # 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, 137, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_decode, __pyx_t_1) < 0) __PYX_ERR(0, 137, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":144 - * return np.array(masks) - * - * def merge(rleObjs, bint 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, 144, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_merge, __pyx_t_1) < 0) __PYX_ERR(0, 144, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":151 - * return obj - * - * def area(rleObjs): # <<<<<<<<<<<<<< - * cdef RLEs Rs = _frString(rleObjs) - * cdef uint* _a = 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, 151, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_area, __pyx_t_1) < 0) __PYX_ERR(0, 151, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":163 - * - * # 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, 163, __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, 163, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":233 - * 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, 233, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_toBbox, __pyx_t_1) < 0) __PYX_ERR(0, 233, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":245 - * 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, 245, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_frBbox, __pyx_t_1) < 0) __PYX_ERR(0, 245, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":252 - * 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, 252, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_frPoly, __pyx_t_1) < 0) __PYX_ERR(0, 252, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":262 - * 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, 262, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_frUncompressedRLE, __pyx_t_1) < 0) __PYX_ERR(0, 262, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":280 - * return objs - * - * def frPyObjects(pyobj, siz h, w): # <<<<<<<<<<<<<< - * if type(pyobj) == np.ndarray: - * objs = frBbox(pyobj, h, w ) - */ - __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, 280, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_frPyObjects, __pyx_t_1) < 0) __PYX_ERR(0, 280, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "pycocotools/_mask.pyx":1 - * # distutils: language = c # <<<<<<<<<<<<<< - * # distutils: sources = ../MatlabAPI/private/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; - - /* "../../../../anaconda2/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 - */ - - /*--- Wrapped vars code ---*/ - - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - 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_COMPILING_IN_CPYTHON -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_CPYTHON -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 && PY_MAJOR_VERSION >= 3 - if (likely(PyLong_CheckExact(op1))) { - const long b = intval; - long a, x; - const PY_LONG_LONG llb = intval; - PY_LONG_LONG lla, llx; - 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; - } 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; - } - case 2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; - } 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; - } - 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; - } 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; - } - 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; - } 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; - } - 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; - } 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; - } - 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; - } 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; - } - default: return PyLong_Type.tp_as_number->nb_add(op1, op2); - } - } - x = a + b; - return PyLong_FromLong(x); - long_long: - llx = lla + llb; - return PyLong_FromLongLong(llx); - } - #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 - -/* 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_COMPILING_IN_CPYTHON - 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_COMPILING_IN_CPYTHON - 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_COMPILING_IN_CPYTHON - 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); -} - -/* GetModuleGlobalName */ - static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { - PyObject *result; -#if CYTHON_COMPILING_IN_CPYTHON - 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; -} - -/* 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) { -#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); - } - } - 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 - -/* PyIntBinop */ - #if CYTHON_COMPILING_IN_CPYTHON -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 && PY_MAJOR_VERSION >= 3 - 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 - -/* 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_COMPILING_IN_CPYTHON - 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("", - op->func_qualname, (void *)op); -#else - return PyString_FromFormat("", - PyString_AsString(op->func_qualname), (void *)op); -#endif -} -#if CYTHON_COMPILING_IN_PYPY -static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - PyCFunctionObject* f = (PyCFunctionObject*)func; - PyCFunction meth = f->m_ml->ml_meth; - PyObject *self = f->m_self; - 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; -} -#else -static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - return PyCFunction_Call(func, arg, kw); -} -#endif -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_Call, - 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) { -#if !CYTHON_COMPILING_IN_PYPY - __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; -#endif - __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"); -} - -/* 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; - py_frame->f_lineno = 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 - - - /* 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); - } else if (sizeof(siz) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(siz) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(siz) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - 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_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); - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), - 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); - } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(Py_intptr_t) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - 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); - } -} - -/* None */ - #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 - -/* None */ - #if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eqf(__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_sumf(__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_difff(__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_prodf(__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; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__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_zerof(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__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_absf(__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_powf(__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_prodf(a, a); - return __Pyx_c_prodf(a, a); - case 3: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, a); - case 4: - z = __Pyx_c_prodf(a, a); - return __Pyx_c_prodf(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_absf(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 - -/* None */ - #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 - -/* None */ - #if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eq(__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(__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(__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(__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; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double denom = b.real * b.real + b.imag * b.imag; - z.real = (a.real * b.real + a.imag * b.imag) / denom; - z.imag = (a.imag * b.real - a.real * b.imag) / denom; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__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(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__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(__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(__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(a, a); - return __Pyx_c_prod(a, a); - case 3: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, a); - case 4: - z = __Pyx_c_prod(a, a); - return __Pyx_c_prod(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } - r = a.real; - theta = 0; - } else { - r = __Pyx_c_abs(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); - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - 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); - } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); - } - } else { - if (sizeof(enum NPY_TYPES) <= sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); - } - } - { - 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)) - } else if (sizeof(siz) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(siz, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) - } - } 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)) - } else if (sizeof(siz) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(siz, PY_LONG_LONG, PyLong_AsLongLong(x)) - } - } - { -#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)) - } else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - 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)) - } else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x)) - } - } - { -#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)) - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - 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)) - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) - } - } - { -#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)) - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - 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)) - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) - } - } - { -#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) { - PyNumberMethods *m; - 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); - 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 - 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 */ diff --git a/lib/pycocotools/_mask.pyx b/lib/pycocotools/_mask.pyx deleted file mode 100644 index e08f1f480..000000000 --- a/lib/pycocotools/_mask.pyx +++ /dev/null @@ -1,291 +0,0 @@ -# distutils: language = c -# distutils: sources = ../MatlabAPI/private/maskApi.c - -#************************************************************************** -# Microsoft COCO Toolbox. version 2.0 -# Data, paper, and tutorials available at: http://mscoco.org/ -# Code written by Piotr Dollar and Tsung-Yi Lin, 2015. -# Licensed under the Simplified BSD License [see coco/license.txt] -#************************************************************************** - -__author__ = 'tsungyi' - -# 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 - -# intialized Numpy. must do. -np.import_array() - -# import numpy C function -# we use PyArray_ENABLEFLAGS to make Numpy ndarray responsible to memoery management -cdef extern from "numpy/arrayobject.h": - void PyArray_ENABLEFLAGS(np.ndarray arr, int flags) - -# Declare the prototype of the C functions in MaskApi.h -cdef extern from "maskApi.h": - ctypedef unsigned int uint - ctypedef unsigned long siz - ctypedef unsigned char byte - ctypedef double* BB - ctypedef struct RLE: - siz h, - siz w, - siz m, - uint* cnts, - void rlesInit( RLE **R, siz n ) - void rleEncode( RLE *R, const byte *M, siz h, siz w, siz n ) - void rleDecode( const RLE *R, byte *mask, siz n ) - void rleMerge( const RLE *R, RLE *M, siz n, bint intersect ) - void rleArea( const RLE *R, siz n, uint *a ) - void rleIou( RLE *dt, RLE *gt, siz m, siz n, byte *iscrowd, double *o ) - void bbIou( BB dt, BB gt, siz m, siz n, byte *iscrowd, double *o ) - void rleToBbox( const RLE *R, BB bb, siz n ) - void rleFrBbox( RLE *R, const BB bb, siz h, siz w, siz n ) - void rleFrPoly( RLE *R, const double *xy, siz k, siz h, siz w ) - char* rleToString( const RLE *R ) - void rleFrString( RLE *R, char *s, siz h, siz w ) - -# 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 - - def __cinit__(self, siz n =0): - rlesInit(&self._R, n) - self._n = n - - # 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) - free(self._R) - def __getattr__(self, key): - if key == 'n': - return self._n - raise AttributeError(key) - -# 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 - cdef siz _w - cdef siz _n - - def __cinit__(self, h, w, n): - self._mask = malloc(h*w*n* sizeof(byte)) - self._h = h - self._w = w - self._n = n - # def __dealloc__(self): - # the memory management of _mask has been passed to np.ndarray - # it doesn't need to be freed here - - # 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] = 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) - return ndarray - -# 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 - objs = [] - for i in range(n): - c_string = rleToString( &Rs._R[i] ) - py_string = c_string - objs.append({ - 'size': [Rs._R[i].h, Rs._R[i].w], - 'counts': py_string - }) - free(c_string) - return objs - -# 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 - cdef char* c_string - for i, obj in enumerate(rleObjs): - py_string = str(obj['counts']) - c_string = py_string - rleFrString( &Rs._R[i], c_string, obj['size'][0], obj['size'][1] ) - return Rs - -# 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) - rleEncode(Rs._R,mask.data,h,w,n) - objs = _toString(Rs) - return objs - -# 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) - rleDecode( Rs._R, masks._mask, n ); - return np.array(masks) - -def merge(rleObjs, bint intersect=0): - cdef RLEs Rs = _frString(rleObjs) - cdef RLEs R = RLEs(1) - rleMerge(Rs._R, R._R, Rs._n, intersect) - obj = _toString(R)[0] - return obj - -def area(rleObjs): - cdef RLEs Rs = _frString(rleObjs) - cdef uint* _a = malloc(Rs._n* sizeof(uint)) - rleArea(Rs._R, Rs._n, _a) - cdef np.npy_intp shape[1] - shape[0] = 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 - -# iou computation. support function overload (RLEs-RLEs and bbox-bbox). -def iou( dt, gt, pyiscrowd ): - def _preproc(objs): - if len(objs) == 0: - return objs - 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: - 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])) - 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])) - elif isrle: - 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.') - 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( dt._R, gt._R, m, n, iscrowd.data, _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( dt.data, gt.data, m, n, iscrowd.data, _iou.data ) - def _len(obj): - cdef siz N = 0 - if type(obj) == RLEs: - N = obj.n - elif len(obj)==0: - pass - 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) - # simple type checking - cdef siz m, n - dt = _preproc(dt) - gt = _preproc(gt) - m = _len(dt) - 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') - - # define local variables - cdef double* _iou = 0 - cdef np.npy_intp shape[1] - # check type and assign iou function - if type(dt) == RLEs: - _iouFun = _rleIou - elif type(dt) == np.ndarray: - _iouFun = _bbIou - else: - raise Exception('input data type not allowed.') - _iou = malloc(m*n* sizeof(double)) - iou = np.zeros((m*n, ), dtype=np.double) - shape[0] = 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') - -def toBbox( rleObjs ): - cdef RLEs Rs = _frString(rleObjs) - cdef siz n = Rs.n - cdef BB _bb = malloc(4*n* sizeof(double)) - rleToBbox( Rs._R, _bb, n ) - cdef np.npy_intp shape[1] - shape[0] = 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 - -def frBbox(np.ndarray[np.double_t, ndim=2] bb, siz h, siz w ): - cdef siz n = bb.shape[0] - Rs = RLEs(n) - rleFrBbox( Rs._R, bb.data, h, w, n ) - objs = _toString(Rs) - return objs - -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): - np_poly = np.array(p, dtype=np.double, order='F') - rleFrPoly( &Rs._R[i], np_poly.data, len(np_poly)/2, h, w ) - objs = _toString(Rs) - return objs - -def frUncompressedRLE(ucRles, siz h, siz w): - cdef np.ndarray[np.uint32_t, ndim=1] cnts - cdef RLE R - cdef uint *data - n = len(ucRles) - 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 - data = malloc(len(cnts)* sizeof(uint)) - for j in range(len(cnts)): - data[j] = cnts[j] - R = RLE(ucRles[i]['size'][0], ucRles[i]['size'][1], len(cnts), data) - Rs._R[0] = R - objs.append(_toString(Rs)[0]) - return objs - -def frPyObjects(pyobj, siz h, w): - 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: - objs = frPoly(pyobj, h, w ) - elif type(pyobj) == list and type(pyobj[0]) == dict: - objs = frUncompressedRLE(pyobj, h, w) - else: - raise Exception('input type is not supported.') - return objs diff --git a/lib/pycocotools/coco.py b/lib/pycocotools/coco.py deleted file mode 100644 index 599f385c9..000000000 --- a/lib/pycocotools/coco.py +++ /dev/null @@ -1,357 +0,0 @@ -from __future__ import print_function -from __future__ import absolute_import -__author__ = 'tylin' -__version__ = '1.0.1' -# Interface for accessing the Microsoft COCO dataset. - -# Microsoft COCO is a large image dataset designed for object detection, -# segmentation, and caption generation. pycocotools is a Python API that -# assists in loading, parsing and visualizing the annotations in COCO. -# Please visit http://mscoco.org/ for more information on COCO, including -# for the data, paper, and tutorials. The exact format of the annotations -# is also described on the COCO website. For example usage of the pycocotools -# please see pycocotools_demo.ipynb. In addition to this API, please download both -# the COCO images and annotations in order to run the demo. - -# An alternative to using the API is to load the annotations directly -# into Python dictionary -# Using the API provides additional utility functions. Note that this API -# supports both *instance* and *caption* annotations. In the case of -# captions not all functions are defined (e.g. categories are undefined). - -# The following API functions are defined: -# COCO - COCO api class that loads COCO annotation file and prepare data structures. -# decodeMask - Decode binary mask M encoded via run-length encoding. -# encodeMask - Encode binary mask M using run-length encoding. -# getAnnIds - Get ann ids that satisfy given filter conditions. -# getCatIds - Get cat ids that satisfy given filter conditions. -# getImgIds - Get img ids that satisfy given filter conditions. -# loadAnns - Load anns with the specified ids. -# loadCats - Load cats with the specified ids. -# loadImgs - Load imgs with the specified ids. -# segToMask - Convert polygon segmentation to binary mask. -# showAnns - Display the specified annotations. -# loadRes - Load algorithm results and create API for accessing them. -# download - Download COCO images from mscoco.org server. -# Throughout the API "ann"=annotation, "cat"=category, and "img"=image. -# Help on each functions can be accessed by: "help COCO>function". - -# See also COCO>decodeMask, -# COCO>encodeMask, COCO>getAnnIds, COCO>getCatIds, -# COCO>getImgIds, COCO>loadAnns, COCO>loadCats, -# COCO>loadImgs, COCO>segToMask, COCO>showAnns - -# Microsoft COCO Toolbox. version 2.0 -# Data, paper, and tutorials available at: http://mscoco.org/ -# Code written by Piotr Dollar and Tsung-Yi Lin, 2014. -# Licensed under the Simplified BSD License [see bsd.txt] - -import json -import datetime -import time -import matplotlib.pyplot as plt -from matplotlib.collections import PatchCollection -from matplotlib.patches import Polygon -import numpy as np -# from skimage.draw import polygon -import urllib -import copy -import itertools -from . import mask -import os -try: - unicode # Python 2 -except NameError: - unicode = str # Python 3 - -class COCO: - def __init__(self, annotation_file=None): - """ - Constructor of Microsoft COCO helper class for reading and visualizing annotations. - :param annotation_file (str): location of annotation file - :param image_folder (str): location to the folder that hosts images. - :return: - """ - # load dataset - self.dataset = {} - self.anns = [] - self.imgToAnns = {} - self.catToImgs = {} - self.imgs = {} - self.cats = {} - if not annotation_file == None: - print('loading annotations into memory...') - tic = time.time() - dataset = json.load(open(annotation_file, 'r')) - print('Done (t=%0.2fs)'%(time.time()- tic)) - self.dataset = dataset - self.createIndex() - - def createIndex(self): - # create index - print('creating index...') - anns = {} - imgToAnns = {} - catToImgs = {} - cats = {} - imgs = {} - if 'annotations' in self.dataset: - imgToAnns = {ann['image_id']: [] for ann in self.dataset['annotations']} - anns = {ann['id']: [] for ann in self.dataset['annotations']} - for ann in self.dataset['annotations']: - imgToAnns[ann['image_id']] += [ann] - anns[ann['id']] = ann - - if 'images' in self.dataset: - imgs = {im['id']: {} for im in self.dataset['images']} - for img in self.dataset['images']: - imgs[img['id']] = img - - if 'categories' in self.dataset: - cats = {cat['id']: [] for cat in self.dataset['categories']} - for cat in self.dataset['categories']: - cats[cat['id']] = cat - catToImgs = {cat['id']: [] for cat in self.dataset['categories']} - if 'annotations' in self.dataset: - for ann in self.dataset['annotations']: - catToImgs[ann['category_id']] += [ann['image_id']] - - print('index created!') - - # create class members - self.anns = anns - self.imgToAnns = imgToAnns - self.catToImgs = catToImgs - self.imgs = imgs - self.cats = cats - - def info(self): - """ - Print information about the annotation file. - :return: - """ - for key, value in self.dataset['info'].items(): - print('%s: %s'%(key, value)) - - def getAnnIds(self, imgIds=[], catIds=[], areaRng=[], iscrowd=None): - """ - Get ann ids that satisfy given filter conditions. default skips that filter - :param imgIds (int array) : get anns for given imgs - catIds (int array) : get anns for given cats - areaRng (float array) : get anns for given area range (e.g. [0 inf]) - iscrowd (boolean) : get anns for given crowd label (False or True) - :return: ids (int array) : integer array of ann ids - """ - imgIds = imgIds if type(imgIds) == list else [imgIds] - catIds = catIds if type(catIds) == list else [catIds] - - if len(imgIds) == len(catIds) == len(areaRng) == 0: - anns = self.dataset['annotations'] - else: - if not len(imgIds) == 0: - # this can be changed by defaultdict - lists = [self.imgToAnns[imgId] for imgId in imgIds if imgId in self.imgToAnns] - anns = list(itertools.chain.from_iterable(lists)) - else: - anns = self.dataset['annotations'] - anns = anns if len(catIds) == 0 else [ann for ann in anns if ann['category_id'] in catIds] - anns = anns if len(areaRng) == 0 else [ann for ann in anns if ann['area'] > areaRng[0] and ann['area'] < areaRng[1]] - if not iscrowd == None: - ids = [ann['id'] for ann in anns if ann['iscrowd'] == iscrowd] - else: - ids = [ann['id'] for ann in anns] - return ids - - def getCatIds(self, catNms=[], supNms=[], catIds=[]): - """ - filtering parameters. default skips that filter. - :param catNms (str array) : get cats for given cat names - :param supNms (str array) : get cats for given supercategory names - :param catIds (int array) : get cats for given cat ids - :return: ids (int array) : integer array of cat ids - """ - catNms = catNms if type(catNms) == list else [catNms] - supNms = supNms if type(supNms) == list else [supNms] - catIds = catIds if type(catIds) == list else [catIds] - - if len(catNms) == len(supNms) == len(catIds) == 0: - cats = self.dataset['categories'] - else: - cats = self.dataset['categories'] - cats = cats if len(catNms) == 0 else [cat for cat in cats if cat['name'] in catNms] - cats = cats if len(supNms) == 0 else [cat for cat in cats if cat['supercategory'] in supNms] - cats = cats if len(catIds) == 0 else [cat for cat in cats if cat['id'] in catIds] - ids = [cat['id'] for cat in cats] - return ids - - def getImgIds(self, imgIds=[], catIds=[]): - ''' - Get img ids that satisfy given filter conditions. - :param imgIds (int array) : get imgs for given ids - :param catIds (int array) : get imgs with all given cats - :return: ids (int array) : integer array of img ids - ''' - imgIds = imgIds if type(imgIds) == list else [imgIds] - catIds = catIds if type(catIds) == list else [catIds] - - if len(imgIds) == len(catIds) == 0: - ids = self.imgs.keys() - else: - ids = set(imgIds) - for i, catId in enumerate(catIds): - if i == 0 and len(ids) == 0: - ids = set(self.catToImgs[catId]) - else: - ids &= set(self.catToImgs[catId]) - return list(ids) - - def loadAnns(self, ids=[]): - """ - Load anns with the specified ids. - :param ids (int array) : integer ids specifying anns - :return: anns (object array) : loaded ann objects - """ - if type(ids) == list: - return [self.anns[id] for id in ids] - elif type(ids) == int: - return [self.anns[ids]] - - def loadCats(self, ids=[]): - """ - Load cats with the specified ids. - :param ids (int array) : integer ids specifying cats - :return: cats (object array) : loaded cat objects - """ - if type(ids) == list: - return [self.cats[id] for id in ids] - elif type(ids) == int: - return [self.cats[ids]] - - def loadImgs(self, ids=[]): - """ - Load anns with the specified ids. - :param ids (int array) : integer ids specifying img - :return: imgs (object array) : loaded img objects - """ - if type(ids) == list: - return [self.imgs[id] for id in ids] - elif type(ids) == int: - return [self.imgs[ids]] - - def showAnns(self, anns): - """ - Display the specified annotations. - :param anns (array of object): annotations to display - :return: None - """ - if len(anns) == 0: - return 0 - if 'segmentation' in anns[0]: - datasetType = 'instances' - elif 'caption' in anns[0]: - datasetType = 'captions' - if datasetType == 'instances': - ax = plt.gca() - polygons = [] - color = [] - for ann in anns: - c = np.random.random((1, 3)).tolist()[0] - if type(ann['segmentation']) == list: - # polygon - for seg in ann['segmentation']: - poly = np.array(seg).reshape((len(seg)/2, 2)) - polygons.append(Polygon(poly, True,alpha=0.4)) - color.append(c) - else: - # mask - t = self.imgs[ann['image_id']] - if type(ann['segmentation']['counts']) == list: - rle = mask.frPyObjects([ann['segmentation']], t['height'], t['width']) - else: - rle = [ann['segmentation']] - m = mask.decode(rle) - img = np.ones( (m.shape[0], m.shape[1], 3) ) - if ann['iscrowd'] == 1: - color_mask = np.array([2.0,166.0,101.0])/255 - if ann['iscrowd'] == 0: - color_mask = np.random.random((1, 3)).tolist()[0] - for i in range(3): - img[:,:,i] = color_mask[i] - ax.imshow(np.dstack( (img, m*0.5) )) - p = PatchCollection(polygons, facecolors=color, edgecolors=(0,0,0,1), linewidths=3, alpha=0.4) - ax.add_collection(p) - elif datasetType == 'captions': - for ann in anns: - print(ann['caption']) - - def loadRes(self, resFile): - """ - Load result file and return a result api object. - :param resFile (str) : file name of result file - :return: res (obj) : result api object - """ - res = COCO() - res.dataset['images'] = [img for img in self.dataset['images']] - # res.dataset['info'] = copy.deepcopy(self.dataset['info']) - # res.dataset['licenses'] = copy.deepcopy(self.dataset['licenses']) - - print('Loading and preparing results... ') - tic = time.time() - anns = json.load(open(resFile)) - assert type(anns) == list, 'results in not an array of objects' - annsImgIds = [ann['image_id'] for ann in anns] - assert set(annsImgIds) == (set(annsImgIds) & set(self.getImgIds())), \ - 'Results do not correspond to current coco set' - if 'caption' in anns[0]: - imgIds = set([img['id'] for img in res.dataset['images']]) & set([ann['image_id'] for ann in anns]) - res.dataset['images'] = [img for img in res.dataset['images'] if img['id'] in imgIds] - for id, ann in enumerate(anns): - ann['id'] = id+1 - elif 'bbox' in anns[0] and not anns[0]['bbox'] == []: - res.dataset['categories'] = copy.deepcopy(self.dataset['categories']) - for id, ann in enumerate(anns): - bb = ann['bbox'] - x1, x2, y1, y2 = [bb[0], bb[0]+bb[2], bb[1], bb[1]+bb[3]] - if not 'segmentation' in ann: - ann['segmentation'] = [[x1, y1, x1, y2, x2, y2, x2, y1]] - ann['area'] = bb[2]*bb[3] - ann['id'] = id+1 - ann['iscrowd'] = 0 - elif 'segmentation' in anns[0]: - res.dataset['categories'] = copy.deepcopy(self.dataset['categories']) - for id, ann in enumerate(anns): - # now only support compressed RLE format as segmentation results - ann['area'] = mask.area([ann['segmentation']])[0] - if not 'bbox' in ann: - ann['bbox'] = mask.toBbox([ann['segmentation']])[0] - ann['id'] = id+1 - ann['iscrowd'] = 0 - print('DONE (t=%0.2fs)'%(time.time()- tic)) - - res.dataset['annotations'] = anns - res.createIndex() - return res - - def download( self, tarDir = None, imgIds = [] ): - ''' - Download COCO images from mscoco.org server. - :param tarDir (str): COCO results directory name - imgIds (list): images to be downloaded - :return: - ''' - if tarDir is None: - print('Please specify target directory') - return -1 - if len(imgIds) == 0: - imgs = self.imgs.values() - else: - imgs = self.loadImgs(imgIds) - N = len(imgs) - if not os.path.exists(tarDir): - os.makedirs(tarDir) - for i, img in enumerate(imgs): - tic = time.time() - fname = os.path.join(tarDir, img['file_name']) - if not os.path.exists(fname): - urllib.urlretrieve(img['coco_url'], fname) - print('downloaded %d/%d images (t=%.1fs)'%(i, N, time.time()- tic)) diff --git a/lib/pycocotools/cocoeval.py b/lib/pycocotools/cocoeval.py deleted file mode 100644 index de4c6212a..000000000 --- a/lib/pycocotools/cocoeval.py +++ /dev/null @@ -1,452 +0,0 @@ -from __future__ import print_function -from __future__ import absolute_import -__author__ = 'tsungyi' - -import numpy as np -import datetime -import time -from collections import defaultdict -from . import mask -import copy - -try: - string_types = (str, unicode) # Python 2 -except NameError: - string_types = (str, ) # Python 3 - - -class COCOeval: - # Interface for evaluating detection on the Microsoft COCO dataset. - # - # The usage for CocoEval is as follows: - # cocoGt=..., cocoDt=... # load dataset and results - # E = CocoEval(cocoGt,cocoDt); # initialize CocoEval object - # E.params.recThrs = ...; # set parameters as desired - # E.evaluate(); # run per image evaluation - # E.accumulate(); # accumulate per image results - # E.summarize(); # display summary metrics of results - # For example usage see evalDemo.m and http://mscoco.org/. - # - # The evaluation parameters are as follows (defaults in brackets): - # imgIds - [all] N img ids to use for evaluation - # catIds - [all] K cat ids to use for evaluation - # iouThrs - [.5:.05:.95] T=10 IoU thresholds for evaluation - # recThrs - [0:.01:1] R=101 recall thresholds for evaluation - # areaRng - [...] A=4 object area ranges for evaluation - # maxDets - [1 10 100] M=3 thresholds on max detections per image - # useSegm - [1] if true evaluate against ground-truth segments - # useCats - [1] if true use category labels for evaluation # Note: if useSegm=0 the evaluation is run on bounding boxes. - # Note: if useCats=0 category labels are ignored as in proposal scoring. - # Note: multiple areaRngs [Ax2] and maxDets [Mx1] can be specified. - # - # evaluate(): evaluates detections on every image and every category and - # concats the results into the "evalImgs" with fields: - # dtIds - [1xD] id for each of the D detections (dt) - # gtIds - [1xG] id for each of the G ground truths (gt) - # dtMatches - [TxD] matching gt id at each IoU or 0 - # gtMatches - [TxG] matching dt id at each IoU or 0 - # dtScores - [1xD] confidence of each dt - # gtIgnore - [1xG] ignore flag for each gt - # dtIgnore - [TxD] ignore flag for each dt at each IoU - # - # accumulate(): accumulates the per-image, per-category evaluation - # results in "evalImgs" into the dictionary "eval" with fields: - # params - parameters used for evaluation - # date - date evaluation was performed - # counts - [T,R,K,A,M] parameter dimensions (see above) - # precision - [TxRxKxAxM] precision for every evaluation setting - # recall - [TxKxAxM] max recall for every evaluation setting - # Note: precision and recall==-1 for settings with no gt objects. - # - # See also coco, mask, pycocoDemo, pycocoEvalDemo - # - # Microsoft COCO Toolbox. version 2.0 - # Data, paper, and tutorials available at: http://mscoco.org/ - # Code written by Piotr Dollar and Tsung-Yi Lin, 2015. - # Licensed under the Simplified BSD License [see coco/license.txt] - def __init__(self, cocoGt=None, cocoDt=None): - ''' - Initialize CocoEval using coco APIs for gt and dt - :param cocoGt: coco object with ground truth annotations - :param cocoDt: coco object with detection results - :return: None - ''' - self.cocoGt = cocoGt # ground truth COCO API - self.cocoDt = cocoDt # detections COCO API - self.params = {} # evaluation parameters - self.evalImgs = defaultdict(list) # per-image per-category evaluation results [KxAxI] elements - self.eval = {} # accumulated evaluation results - self._gts = defaultdict(list) # gt for evaluation - self._dts = defaultdict(list) # dt for evaluation - self.params = Params() # parameters - self._paramsEval = {} # parameters for evaluation - self.stats = [] # result summarization - self.ious = {} # ious between all gts and dts - if not cocoGt is None: - self.params.imgIds = sorted(cocoGt.getImgIds()) - self.params.catIds = sorted(cocoGt.getCatIds()) - - - def _prepare(self): - ''' - Prepare ._gts and ._dts for evaluation based on params - :return: None - ''' - # - def _toMask(objs, coco): - # modify segmentation by reference - for obj in objs: - t = coco.imgs[obj['image_id']] - if type(obj['segmentation']) == list: - if type(obj['segmentation'][0]) == dict: - print('debug') - obj['segmentation'] = mask.frPyObjects(obj['segmentation'],t['height'],t['width']) - if len(obj['segmentation']) == 1: - obj['segmentation'] = obj['segmentation'][0] - else: - # an object can have multiple polygon regions - # merge them into one RLE mask - obj['segmentation'] = mask.merge(obj['segmentation']) - elif type(obj['segmentation']) == dict and type(obj['segmentation']['counts']) == list: - obj['segmentation'] = mask.frPyObjects([obj['segmentation']],t['height'],t['width'])[0] - elif type(obj['segmentation']) == dict and \ - type(obj['segmentation']['counts']) in string_types: - pass - else: - raise Exception('segmentation format not supported.') - p = self.params - if p.useCats: - gts=self.cocoGt.loadAnns(self.cocoGt.getAnnIds(imgIds=p.imgIds, catIds=p.catIds)) - dts=self.cocoDt.loadAnns(self.cocoDt.getAnnIds(imgIds=p.imgIds, catIds=p.catIds)) - else: - gts=self.cocoGt.loadAnns(self.cocoGt.getAnnIds(imgIds=p.imgIds)) - dts=self.cocoDt.loadAnns(self.cocoDt.getAnnIds(imgIds=p.imgIds)) - - if p.useSegm: - _toMask(gts, self.cocoGt) - _toMask(dts, self.cocoDt) - self._gts = defaultdict(list) # gt for evaluation - self._dts = defaultdict(list) # dt for evaluation - for gt in gts: - self._gts[gt['image_id'], gt['category_id']].append(gt) - for dt in dts: - self._dts[dt['image_id'], dt['category_id']].append(dt) - self.evalImgs = defaultdict(list) # per-image per-category evaluation results - self.eval = {} # accumulated evaluation results - - def evaluate(self): - ''' - Run per image evaluation on given images and store results (a list of dict) in self.evalImgs - :return: None - ''' - tic = time.time() - print('Running per image evaluation... ') - p = self.params - p.imgIds = list(np.unique(p.imgIds)) - if p.useCats: - p.catIds = list(np.unique(p.catIds)) - p.maxDets = sorted(p.maxDets) - self.params=p - - self._prepare() - # loop through images, area range, max detection number - catIds = p.catIds if p.useCats else [-1] - - computeIoU = self.computeIoU - self.ious = {(imgId, catId): computeIoU(imgId, catId) \ - for imgId in p.imgIds - for catId in catIds} - - evaluateImg = self.evaluateImg - maxDet = p.maxDets[-1] - self.evalImgs = [evaluateImg(imgId, catId, areaRng, maxDet) - for catId in catIds - for areaRng in p.areaRng - for imgId in p.imgIds - ] - self._paramsEval = copy.deepcopy(self.params) - toc = time.time() - print('DONE (t=%0.2fs).'%(toc-tic)) - - def computeIoU(self, imgId, catId): - p = self.params - if p.useCats: - gt = self._gts[imgId,catId] - dt = self._dts[imgId,catId] - else: - gt = [_ for cId in p.catIds for _ in self._gts[imgId,cId]] - dt = [_ for cId in p.catIds for _ in self._dts[imgId,cId]] - if len(gt) == 0 and len(dt) ==0: - return [] - dt = sorted(dt, key=lambda x: -x['score']) - if len(dt) > p.maxDets[-1]: - dt=dt[0:p.maxDets[-1]] - - if p.useSegm: - g = [g['segmentation'] for g in gt] - d = [d['segmentation'] for d in dt] - else: - g = [g['bbox'] for g in gt] - d = [d['bbox'] for d in dt] - - # compute iou between each dt and gt region - iscrowd = [int(o['iscrowd']) for o in gt] - ious = mask.iou(d,g,iscrowd) - return ious - - def evaluateImg(self, imgId, catId, aRng, maxDet): - ''' - perform evaluation for single category and image - :return: dict (single image results) - ''' - # - p = self.params - if p.useCats: - gt = self._gts[imgId,catId] - dt = self._dts[imgId,catId] - else: - gt = [_ for cId in p.catIds for _ in self._gts[imgId,cId]] - dt = [_ for cId in p.catIds for _ in self._dts[imgId,cId]] - if len(gt) == 0 and len(dt) ==0: - return None - - for g in gt: - if 'ignore' not in g: - g['ignore'] = 0 - if g['iscrowd'] == 1 or g['ignore'] or (g['area']aRng[1]): - g['_ignore'] = 1 - else: - g['_ignore'] = 0 - - # sort dt highest score first, sort gt ignore last - # gt = sorted(gt, key=lambda x: x['_ignore']) - gtind = [ind for (ind, g) in sorted(enumerate(gt), key=lambda ind_g: ind_g[1]['_ignore']) ] - - gt = [gt[ind] for ind in gtind] - dt = sorted(dt, key=lambda x: -x['score'])[0:maxDet] - iscrowd = [int(o['iscrowd']) for o in gt] - # load computed ious - N_iou = len(self.ious[imgId, catId]) - ious = self.ious[imgId, catId][0:maxDet, np.array(gtind)] if N_iou >0 else self.ious[imgId, catId] - - T = len(p.iouThrs) - G = len(gt) - D = len(dt) - gtm = np.zeros((T,G)) - dtm = np.zeros((T,D)) - gtIg = np.array([g['_ignore'] for g in gt]) - dtIg = np.zeros((T,D)) - if not len(ious)==0: - for tind, t in enumerate(p.iouThrs): - for dind, d in enumerate(dt): - # information about best match so far (m=-1 -> unmatched) - iou = min([t,1-1e-10]) - m = -1 - for gind, g in enumerate(gt): - # if this gt already matched, and not a crowd, continue - if gtm[tind,gind]>0 and not iscrowd[gind]: - continue - # if dt matched to reg gt, and on ignore gt, stop - if m>-1 and gtIg[m]==0 and gtIg[gind]==1: - break - # continue to next gt unless better match made - if ious[dind,gind] < iou: - continue - # match successful and best so far, store appropriately - iou=ious[dind,gind] - m=gind - # if match made store id of match for both dt and gt - if m ==-1: - continue - dtIg[tind,dind] = gtIg[m] - dtm[tind,dind] = gt[m]['id'] - gtm[tind,m] = d['id'] - # set unmatched detections outside of area range to ignore - a = np.array([d['area']aRng[1] for d in dt]).reshape((1, len(dt))) - dtIg = np.logical_or(dtIg, np.logical_and(dtm==0, np.repeat(a,T,0))) - # store results for given image and category - return { - 'image_id': imgId, - 'category_id': catId, - 'aRng': aRng, - 'maxDet': maxDet, - 'dtIds': [d['id'] for d in dt], - 'gtIds': [g['id'] for g in gt], - 'dtMatches': dtm, - 'gtMatches': gtm, - 'dtScores': [d['score'] for d in dt], - 'gtIgnore': gtIg, - 'dtIgnore': dtIg, - } - - def accumulate(self, p = None): - ''' - Accumulate per image evaluation results and store the result in self.eval - :param p: input params for evaluation - :return: None - ''' - print('Accumulating evaluation results... ') - tic = time.time() - if not self.evalImgs: - print('Please run evaluate() first') - # allows input customized parameters - if p is None: - p = self.params - p.catIds = p.catIds if p.useCats == 1 else [-1] - T = len(p.iouThrs) - R = len(p.recThrs) - K = len(p.catIds) if p.useCats else 1 - A = len(p.areaRng) - M = len(p.maxDets) - precision = -np.ones((T,R,K,A,M)) # -1 for the precision of absent categories - recall = -np.ones((T,K,A,M)) - - # create dictionary for future indexing - _pe = self._paramsEval - catIds = _pe.catIds if _pe.useCats else [-1] - setK = set(catIds) - setA = set(map(tuple, _pe.areaRng)) - setM = set(_pe.maxDets) - setI = set(_pe.imgIds) - # get inds to evaluate - k_list = [n for n, k in enumerate(p.catIds) if k in setK] - m_list = [m for n, m in enumerate(p.maxDets) if m in setM] - a_list = [n for n, a in enumerate(map(lambda x: tuple(x), p.areaRng)) if a in setA] - i_list = [n for n, i in enumerate(p.imgIds) if i in setI] - # K0 = len(_pe.catIds) - I0 = len(_pe.imgIds) - A0 = len(_pe.areaRng) - # retrieve E at each category, area range, and max number of detections - for k, k0 in enumerate(k_list): - Nk = k0*A0*I0 - for a, a0 in enumerate(a_list): - Na = a0*I0 - for m, maxDet in enumerate(m_list): - E = [self.evalImgs[Nk+Na+i] for i in i_list] - E = filter(None, E) - if len(E) == 0: - continue - dtScores = np.concatenate([e['dtScores'][0:maxDet] for e in E]) - - # different sorting method generates slightly different results. - # mergesort is used to be consistent as Matlab implementation. - inds = np.argsort(-dtScores, kind='mergesort') - - dtm = np.concatenate([e['dtMatches'][:,0:maxDet] for e in E], axis=1)[:,inds] - dtIg = np.concatenate([e['dtIgnore'][:,0:maxDet] for e in E], axis=1)[:,inds] - gtIg = np.concatenate([e['gtIgnore'] for e in E]) - npig = len([ig for ig in gtIg if ig == 0]) - if npig == 0: - continue - tps = np.logical_and( dtm, np.logical_not(dtIg) ) - fps = np.logical_and(np.logical_not(dtm), np.logical_not(dtIg) ) - - tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float) - fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float) - for t, (tp, fp) in enumerate(zip(tp_sum, fp_sum)): - tp = np.array(tp) - fp = np.array(fp) - nd = len(tp) - rc = tp / npig - pr = tp / (fp+tp+np.spacing(1)) - q = np.zeros((R,)) - - if nd: - recall[t,k,a,m] = rc[-1] - else: - recall[t,k,a,m] = 0 - - # numpy is slow without cython optimization for accessing elements - # use python array gets significant speed improvement - pr = pr.tolist(); q = q.tolist() - - for i in range(nd-1, 0, -1): - if pr[i] > pr[i-1]: - pr[i-1] = pr[i] - - inds = np.searchsorted(rc, p.recThrs) - try: - for ri, pi in enumerate(inds): - q[ri] = pr[pi] - except: - pass - precision[t,:,k,a,m] = np.array(q) - self.eval = { - 'params': p, - 'counts': [T, R, K, A, M], - 'date': datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S"), - 'precision': precision, - 'recall': recall, - } - toc = time.time() - print('DONE (t=%0.2fs).'%( toc-tic )) - - def summarize(self): - ''' - Compute and display summary metrics for evaluation results. - Note this functin can *only* be applied on the default parameter setting - ''' - def _summarize( ap=1, iouThr=None, areaRng='all', maxDets=100 ): - p = self.params - iStr = ' {:<18} {} @[ IoU={:<9} | area={:>6} | maxDets={:>3} ] = {}' - titleStr = 'Average Precision' if ap == 1 else 'Average Recall' - typeStr = '(AP)' if ap==1 else '(AR)' - iouStr = '%0.2f:%0.2f'%(p.iouThrs[0], p.iouThrs[-1]) if iouThr is None else '%0.2f'%(iouThr) - areaStr = areaRng - maxDetsStr = '%d'%(maxDets) - - aind = [i for i, aRng in enumerate(['all', 'small', 'medium', 'large']) if aRng == areaRng] - mind = [i for i, mDet in enumerate([1, 10, 100]) if mDet == maxDets] - if ap == 1: - # dimension of precision: [TxRxKxAxM] - s = self.eval['precision'] - # IoU - if iouThr is not None: - t = np.where(iouThr == p.iouThrs)[0] - s = s[t] - # areaRng - s = s[:,:,:,aind,mind] - else: - # dimension of recall: [TxKxAxM] - s = self.eval['recall'] - s = s[:,:,aind,mind] - if len(s[s>-1])==0: - mean_s = -1 - else: - mean_s = np.mean(s[s>-1]) - print(iStr.format(titleStr, typeStr, iouStr, areaStr, maxDetsStr, '%.3f'%(float(mean_s)))) - return mean_s - - if not self.eval: - raise Exception('Please run accumulate() first') - self.stats = np.zeros((12,)) - self.stats[0] = _summarize(1) - self.stats[1] = _summarize(1,iouThr=.5) - self.stats[2] = _summarize(1,iouThr=.75) - self.stats[3] = _summarize(1,areaRng='small') - self.stats[4] = _summarize(1,areaRng='medium') - self.stats[5] = _summarize(1,areaRng='large') - self.stats[6] = _summarize(0,maxDets=1) - self.stats[7] = _summarize(0,maxDets=10) - self.stats[8] = _summarize(0,maxDets=100) - self.stats[9] = _summarize(0,areaRng='small') - self.stats[10] = _summarize(0,areaRng='medium') - self.stats[11] = _summarize(0,areaRng='large') - - def __str__(self): - self.summarize() - -class Params: - ''' - Params for coco evaluation api - ''' - def __init__(self): - self.imgIds = [] - self.catIds = [] - # np.arange causes trouble. the data point on arange is slightly larger than the true value - self.iouThrs = np.linspace(.5, 0.95, np.round((0.95-.5)/.05)+1, endpoint=True) - self.recThrs = np.linspace(.0, 1.00, np.round((1.00-.0)/.01)+1, endpoint=True) - self.maxDets = [1,10,100] - self.areaRng = [ [0**2,1e5**2], [0**2, 32**2], [32**2, 96**2], [96**2, 1e5**2] ] - self.useSegm = 0 - self.useCats = 1 diff --git a/lib/pycocotools/license.txt b/lib/pycocotools/license.txt deleted file mode 100644 index 495c163a6..000000000 --- a/lib/pycocotools/license.txt +++ /dev/null @@ -1,26 +0,0 @@ -Copyright (c) 2014, Piotr Dollar and Tsung-Yi Lin -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -1. Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. -2. Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the documentation - and/or other materials provided with the distribution. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND -ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR -ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES -(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; -LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND -ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS -SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - -The views and conclusions contained in the software and documentation are those -of the authors and should not be interpreted as representing official policies, -either expressed or implied, of the FreeBSD Project. diff --git a/lib/pycocotools/mask.py b/lib/pycocotools/mask.py deleted file mode 100644 index e61ca68fc..000000000 --- a/lib/pycocotools/mask.py +++ /dev/null @@ -1,82 +0,0 @@ -__author__ = 'tsungyi' - -from . import _mask - -# Interface for manipulating masks stored in RLE format. -# -# RLE is a simple yet efficient format for storing binary masks. RLE -# first divides a vector (or vectorized image) into a series of piecewise -# constant regions and then for each piece simply stores the length of -# that piece. For example, given M=[0 0 1 1 1 0 1] the RLE counts would -# be [2 3 1 1], or for M=[1 1 1 1 1 1 0] the counts would be [0 6 1] -# (note that the odd counts are always the numbers of zeros). Instead of -# storing the counts directly, additional compression is achieved with a -# variable bitrate representation based on a common scheme called LEB128. -# -# Compression is greatest given large piecewise constant regions. -# Specifically, the size of the RLE is proportional to the number of -# *boundaries* in M (or for an image the number of boundaries in the y -# direction). Assuming fairly simple shapes, the RLE representation is -# O(sqrt(n)) where n is number of pixels in the object. Hence space usage -# is substantially lower, especially for large simple objects (large n). -# -# Many common operations on masks can be computed directly using the RLE -# (without need for decoding). This includes computations such as area, -# union, intersection, etc. All of these operations are linear in the -# size of the RLE, in other words they are O(sqrt(n)) where n is the area -# of the object. Computing these operations on the original mask is O(n). -# Thus, using the RLE can result in substantial computational savings. -# -# The following API functions are defined: -# encode - Encode binary masks using RLE. -# decode - Decode binary masks encoded via RLE. -# merge - Compute union or intersection of encoded masks. -# iou - Compute intersection over union between masks. -# area - Compute area of encoded masks. -# toBbox - Get bounding boxes surrounding encoded masks. -# frPyObjects - Convert polygon, bbox, and uncompressed RLE to encoded RLE mask. -# -# Usage: -# Rs = encode( masks ) -# masks = decode( Rs ) -# R = merge( Rs, intersect=false ) -# o = iou( dt, gt, iscrowd ) -# a = area( Rs ) -# bbs = toBbox( Rs ) -# Rs = frPyObjects( [pyObjects], h, w ) -# -# In the API the following formats are used: -# Rs - [dict] Run-length encoding of binary masks -# R - dict Run-length encoding of binary mask -# masks - [hxwxn] Binary mask(s) (must have type np.ndarray(dtype=uint8) in column-major order) -# iscrowd - [nx1] list of np.ndarray. 1 indicates corresponding gt image has crowd region to ignore -# bbs - [nx4] Bounding box(es) stored as [x y w h] -# poly - Polygon stored as [[x1 y1 x2 y2...],[x1 y1 ...],...] (2D list) -# dt,gt - May be either bounding boxes or encoded masks -# Both poly and bbs are 0-indexed (bbox=[0 0 1 1] encloses first pixel). -# -# Finally, a note about the intersection over union (iou) computation. -# The standard iou of a ground truth (gt) and detected (dt) object is -# iou(gt,dt) = area(intersect(gt,dt)) / area(union(gt,dt)) -# For "crowd" regions, we use a modified criteria. If a gt object is -# marked as "iscrowd", we allow a dt to match any subregion of the gt. -# Choosing gt' in the crowd gt that best matches the dt can be done using -# gt'=intersect(dt,gt). Since by definition union(gt',dt)=dt, computing -# iou(gt,dt,iscrowd) = iou(gt',dt) = area(intersect(gt,dt)) / area(dt) -# For crowd gt regions we use this modified criteria above for the iou. -# -# To compile run "python setup.py build_ext --inplace" -# Please do not contact us for help with compiling. -# -# Microsoft COCO Toolbox. version 2.0 -# Data, paper, and tutorials available at: http://mscoco.org/ -# Code written by Piotr Dollar and Tsung-Yi Lin, 2015. -# Licensed under the Simplified BSD License [see coco/license.txt] - -encode = _mask.encode -decode = _mask.decode -iou = _mask.iou -merge = _mask.merge -area = _mask.area -toBbox = _mask.toBbox -frPyObjects = _mask.frPyObjects \ No newline at end of file diff --git a/lib/pycocotools/maskApi.c b/lib/pycocotools/maskApi.c deleted file mode 100644 index 2b2d89116..000000000 --- a/lib/pycocotools/maskApi.c +++ /dev/null @@ -1,208 +0,0 @@ -/************************************************************************** -* Microsoft COCO Toolbox. version 2.0 -* Data, paper, and tutorials available at: http://mscoco.org/ -* Code written by Piotr Dollar and Tsung-Yi Lin, 2015. -* Licensed under the Simplified BSD License [see coco/license.txt] -**************************************************************************/ -#include "maskApi.h" -#include -#include - -uint umin( uint a, uint b ) { return (ab) ? a : b; } - -void rleInit( RLE *R, siz h, siz w, siz m, uint *cnts ) { - R->h=h; R->w=w; R->m=m; R->cnts=(m==0)?0:malloc(sizeof(uint)*m); - if(cnts) for(siz j=0; jcnts[j]=cnts[j]; -} - -void rleFree( RLE *R ) { - free(R->cnts); R->cnts=0; -} - -void rlesInit( RLE **R, siz n ) { - *R = (RLE*) malloc(sizeof(RLE)*n); - for(siz i=0; i0 ) { - c=umin(ca,cb); cc+=c; ct=0; - ca-=c; if(!ca && a0) { - crowd=iscrowd!=NULL && iscrowd[g]; - if(dt[d].h!=gt[g].h || dt[d].w!=gt[g].w) { o[g*m+d]=-1; continue; } - siz ka, kb, a, b; uint c, ca, cb, ct, i, u; bool va, vb; - ca=dt[d].cnts[0]; ka=dt[d].m; va=vb=0; - cb=gt[g].cnts[0]; kb=gt[g].m; a=b=1; i=u=0; ct=1; - while( ct>0 ) { - c=umin(ca,cb); if(va||vb) { u+=c; if(va&&vb) i+=c; } ct=0; - ca-=c; if(!ca && ad?1:c=dy && xs>xe) || (dxye); - if(flip) { t=xs; xs=xe; xe=t; t=ys; ys=ye; ye=t; } - s = dx>=dy ? (double)(ye-ys)/dx : (double)(xe-xs)/dy; - if(dx>=dy) for( int d=0; d<=dx; d++ ) { - t=flip?dx-d:d; u[m]=t+xs; v[m]=(int)(ys+s*t+.5); m++; - } else for( int d=0; d<=dy; d++ ) { - t=flip?dy-d:d; v[m]=t+ys; u[m]=(int)(xs+s*t+.5); m++; - } - } - // get points along y-boundary and downsample - free(x); free(y); k=m; m=0; double xd, yd; - x=malloc(sizeof(int)*k); y=malloc(sizeof(int)*k); - for( j=1; jw-1 ) continue; - yd=(double)(v[j]h) yd=h; yd=ceil(yd); - x[m]=(int) xd; y[m]=(int) yd; m++; - } - // compute rle encoding given y-boundary points - k=m; a=malloc(sizeof(uint)*(k+1)); - for( j=0; j0) b[m++]=a[j++]; else { - j++; if(jm, p=0; long x; bool more; - char *s=malloc(sizeof(char)*m*6); - for( i=0; icnts[i]; if(i>2) x-=(long) R->cnts[i-2]; more=1; - while( more ) { - char c=x & 0x1f; x >>= 5; more=(c & 0x10) ? x!=-1 : x!=0; - if(more) c |= 0x20; c+=48; s[p++]=c; - } - } - s[p]=0; return s; -} - -void rleFrString( RLE *R, char *s, siz h, siz w ) { - siz m=0, p=0, k; long x; bool more; uint *cnts; - while( s[m] ) m++; cnts=malloc(sizeof(uint)*m); m=0; - while( s[p] ) { - x=0; k=0; more=1; - while( more ) { - char c=s[p]-48; x |= (c & 0x1f) << 5*k; - more = c & 0x20; p++; k++; - if(!more && (c & 0x10)) x |= -1 << 5*k; - } - if(m>2) x+=(long) cnts[m-2]; cnts[m++]=(uint) x; - } - rleInit(R,h,w,m,cnts); free(cnts); -} diff --git a/lib/pycocotools/maskApi.h b/lib/pycocotools/maskApi.h deleted file mode 100644 index ff16116c4..000000000 --- a/lib/pycocotools/maskApi.h +++ /dev/null @@ -1,55 +0,0 @@ -/************************************************************************** -* Microsoft COCO Toolbox. version 2.0 -* Data, paper, and tutorials available at: http://mscoco.org/ -* Code written by Piotr Dollar and Tsung-Yi Lin, 2015. -* Licensed under the Simplified BSD License [see coco/license.txt] -**************************************************************************/ -#pragma once -#include - -typedef unsigned int uint; -typedef unsigned long siz; -typedef unsigned char byte; -typedef double* BB; -typedef struct { siz h, w, m; uint *cnts; } RLE; - -// Initialize/destroy RLE. -void rleInit( RLE *R, siz h, siz w, siz m, uint *cnts ); -void rleFree( RLE *R ); - -// Initialize/destroy RLE array. -void rlesInit( RLE **R, siz n ); -void rlesFree( RLE **R, siz n ); - -// Encode binary masks using RLE. -void rleEncode( RLE *R, const byte *mask, siz h, siz w, siz n ); - -// Decode binary masks encoded via RLE. -void rleDecode( const RLE *R, byte *mask, siz n ); - -// Compute union or intersection of encoded masks. -void rleMerge( const RLE *R, RLE *M, siz n, bool intersect ); - -// Compute area of encoded masks. -void rleArea( const RLE *R, siz n, uint *a ); - -// Compute intersection over union between masks. -void rleIou( RLE *dt, RLE *gt, siz m, siz n, byte *iscrowd, double *o ); - -// Compute intersection over union between bounding boxes. -void bbIou( BB dt, BB gt, siz m, siz n, byte *iscrowd, double *o ); - -// Get bounding boxes surrounding encoded masks. -void rleToBbox( const RLE *R, BB bb, siz n ); - -// Convert bounding boxes to encoded masks. -void rleFrBbox( RLE *R, const BB bb, siz h, siz w, siz n ); - -// Convert polygon to encoded mask. -void rleFrPoly( RLE *R, const double *xy, siz k, siz h, siz w ); - -// Get compressed string representation of encoded mask. -char* rleToString( const RLE *R ); - -// Convert from compressed string representation of encoded mask. -void rleFrString( RLE *R, char *s, siz h, siz w ); diff --git a/lib/roi_data_layer/minibatch.py b/lib/roi_data_layer/minibatch.py index 4fb44328d..60a13f727 100644 --- a/lib/roi_data_layer/minibatch.py +++ b/lib/roi_data_layer/minibatch.py @@ -12,7 +12,7 @@ import numpy as np import numpy.random as npr -from scipy.misc import imread +from imageio import imread from model.utils.config import cfg from model.utils.blob import prep_im_for_blob, im_list_to_blob import pdb diff --git a/requirements.txt b/requirements.txt index a25434ea9..586298a31 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,3 +7,5 @@ easydict matplotlib pyyaml tensorboardX +pycocotools +imageio \ No newline at end of file