7493 lines
364 KiB
C
7493 lines
364 KiB
C
/* Generated by Cython 0.13 on Fri Sep 2 11:25:52 2011 */
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#define PY_SSIZE_T_CLEAN
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#include "Python.h"
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#ifndef Py_PYTHON_H
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#error Python headers needed to compile C extensions, please install development version of Python.
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#else
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#include <stddef.h> /* For offsetof */
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#ifndef offsetof
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#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
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#endif
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#if !defined(WIN32) && !defined(MS_WINDOWS)
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#ifndef __stdcall
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#define __stdcall
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#endif
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#ifndef __cdecl
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#define __cdecl
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#endif
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#ifndef __fastcall
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#define __fastcall
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#endif
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#endif
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#ifndef DL_IMPORT
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#define DL_IMPORT(t) t
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#endif
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#ifndef DL_EXPORT
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#define DL_EXPORT(t) t
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#endif
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#ifndef PY_LONG_LONG
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#define PY_LONG_LONG LONG_LONG
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#endif
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#if PY_VERSION_HEX < 0x02040000
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#define METH_COEXIST 0
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#define PyDict_CheckExact(op) (Py_TYPE(op) == &PyDict_Type)
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#define PyDict_Contains(d,o) PySequence_Contains(d,o)
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#endif
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#if PY_VERSION_HEX < 0x02050000
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typedef int Py_ssize_t;
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#define PY_SSIZE_T_MAX INT_MAX
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#define PY_SSIZE_T_MIN INT_MIN
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#define PY_FORMAT_SIZE_T ""
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#define PyInt_FromSsize_t(z) PyInt_FromLong(z)
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#define PyInt_AsSsize_t(o) PyInt_AsLong(o)
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#define PyNumber_Index(o) PyNumber_Int(o)
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#define PyIndex_Check(o) PyNumber_Check(o)
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#define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message)
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#endif
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#if PY_VERSION_HEX < 0x02060000
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#define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt)
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#define Py_TYPE(ob) (((PyObject*)(ob))->ob_type)
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#define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size)
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#define PyVarObject_HEAD_INIT(type, size) \
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PyObject_HEAD_INIT(type) size,
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#define PyType_Modified(t)
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typedef struct {
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void *buf;
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PyObject *obj;
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Py_ssize_t len;
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Py_ssize_t itemsize;
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int readonly;
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int ndim;
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char *format;
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Py_ssize_t *shape;
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Py_ssize_t *strides;
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Py_ssize_t *suboffsets;
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void *internal;
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} Py_buffer;
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#define PyBUF_SIMPLE 0
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#define PyBUF_WRITABLE 0x0001
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#define PyBUF_FORMAT 0x0004
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#define PyBUF_ND 0x0008
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#define PyBUF_STRIDES (0x0010 | PyBUF_ND)
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#define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES)
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#define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES)
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#define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES)
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#define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES)
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#endif
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#if PY_MAJOR_VERSION < 3
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#define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
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#else
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#define __Pyx_BUILTIN_MODULE_NAME "builtins"
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#endif
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#if PY_MAJOR_VERSION >= 3
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#define Py_TPFLAGS_CHECKTYPES 0
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#define Py_TPFLAGS_HAVE_INDEX 0
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#endif
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#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3)
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#define Py_TPFLAGS_HAVE_NEWBUFFER 0
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#endif
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#if PY_MAJOR_VERSION >= 3
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#define PyBaseString_Type PyUnicode_Type
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#define PyStringObject PyUnicodeObject
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#define PyString_Type PyUnicode_Type
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#define PyString_Check PyUnicode_Check
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#define PyString_CheckExact PyUnicode_CheckExact
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#endif
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#if PY_VERSION_HEX < 0x02060000
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#define PyBytesObject PyStringObject
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#define PyBytes_Type PyString_Type
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#define PyBytes_Check PyString_Check
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#define PyBytes_CheckExact PyString_CheckExact
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#define PyBytes_FromString PyString_FromString
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#define PyBytes_FromStringAndSize PyString_FromStringAndSize
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#define PyBytes_FromFormat PyString_FromFormat
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#define PyBytes_DecodeEscape PyString_DecodeEscape
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#define PyBytes_AsString PyString_AsString
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#define PyBytes_AsStringAndSize PyString_AsStringAndSize
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#define PyBytes_Size PyString_Size
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#define PyBytes_AS_STRING PyString_AS_STRING
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#define PyBytes_GET_SIZE PyString_GET_SIZE
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#define PyBytes_Repr PyString_Repr
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#define PyBytes_Concat PyString_Concat
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#define PyBytes_ConcatAndDel PyString_ConcatAndDel
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#define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type)
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#define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type)
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#endif
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#ifndef PySet_CheckExact
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# define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type)
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#endif
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#if PY_MAJOR_VERSION >= 3
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#define PyInt_Type PyLong_Type
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#define PyInt_Check(op) PyLong_Check(op)
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#define PyInt_CheckExact(op) PyLong_CheckExact(op)
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#define PyInt_FromString PyLong_FromString
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#define PyInt_FromUnicode PyLong_FromUnicode
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#define PyInt_FromLong PyLong_FromLong
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#define PyInt_FromSize_t PyLong_FromSize_t
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#define PyInt_FromSsize_t PyLong_FromSsize_t
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#define PyInt_AsLong PyLong_AsLong
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#define PyInt_AS_LONG PyLong_AS_LONG
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#define PyInt_AsSsize_t PyLong_AsSsize_t
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#define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask
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#define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
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#endif
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#if PY_MAJOR_VERSION >= 3
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#define PyBoolObject PyLongObject
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#endif
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#if PY_MAJOR_VERSION >= 3
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#define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y)
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#define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y)
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#else
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#define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y)
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#define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y)
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#endif
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#if PY_MAJOR_VERSION >= 3
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#define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
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#endif
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#if PY_VERSION_HEX < 0x02050000
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#define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n)))
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#define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a))
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#define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n)))
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#else
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#define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n))
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#define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a))
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#define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n))
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#endif
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#if PY_VERSION_HEX < 0x02050000
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#define __Pyx_NAMESTR(n) ((char *)(n))
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#define __Pyx_DOCSTR(n) ((char *)(n))
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#else
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#define __Pyx_NAMESTR(n) (n)
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#define __Pyx_DOCSTR(n) (n)
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#endif
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#ifdef __cplusplus
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#define __PYX_EXTERN_C extern "C"
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#else
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#define __PYX_EXTERN_C extern
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#endif
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#if defined(WIN32) || defined(MS_WINDOWS)
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#define _USE_MATH_DEFINES
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#endif
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#include <math.h>
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#define __PYX_HAVE_API__sklearn__svm__sparse__libsvm
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#include "stdio.h"
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#include "stdlib.h"
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#include "numpy/arrayobject.h"
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#include "numpy/ufuncobject.h"
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#include "svm.h"
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#include "libsvm_sparse_helper.c"
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/* inline attribute */
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#ifndef CYTHON_INLINE
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#if defined(__GNUC__)
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#define CYTHON_INLINE __inline__
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#elif defined(_MSC_VER)
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#define CYTHON_INLINE __inline
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#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
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#define CYTHON_INLINE inline
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#else
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#define CYTHON_INLINE
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#endif
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#endif
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/* unused attribute */
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#ifndef CYTHON_UNUSED
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# if defined(__GNUC__)
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# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
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# define CYTHON_UNUSED __attribute__ ((__unused__))
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# else
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# define CYTHON_UNUSED
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# endif
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# elif defined(__ICC) || defined(__INTEL_COMPILER)
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# define CYTHON_UNUSED __attribute__ ((__unused__))
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# else
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# define CYTHON_UNUSED
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# endif
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#endif
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typedef struct {PyObject **p; char *s; const long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/
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/* Type Conversion Predeclarations */
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#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s)
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#define __Pyx_PyBytes_AsUString(s) ((unsigned char*) PyBytes_AsString(s))
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#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
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static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
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static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);
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static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
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static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
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static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);
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#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
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#ifdef __GNUC__
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/* Test for GCC > 2.95 */
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#if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
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#define likely(x) __builtin_expect(!!(x), 1)
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#define unlikely(x) __builtin_expect(!!(x), 0)
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#else /* __GNUC__ > 2 ... */
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#define likely(x) (x)
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#define unlikely(x) (x)
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#endif /* __GNUC__ > 2 ... */
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#else /* __GNUC__ */
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#define likely(x) (x)
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#define unlikely(x) (x)
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#endif /* __GNUC__ */
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static PyObject *__pyx_m;
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static PyObject *__pyx_b;
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static PyObject *__pyx_empty_tuple;
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static PyObject *__pyx_empty_bytes;
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static int __pyx_lineno;
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static int __pyx_clineno = 0;
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static const char * __pyx_cfilenm= __FILE__;
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static const char *__pyx_filename;
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#if !defined(CYTHON_CCOMPLEX)
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#if defined(__cplusplus)
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#define CYTHON_CCOMPLEX 1
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#elif defined(_Complex_I)
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#define CYTHON_CCOMPLEX 1
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#else
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#define CYTHON_CCOMPLEX 0
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#endif
|
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#endif
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#if CYTHON_CCOMPLEX
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#ifdef __cplusplus
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#include <complex>
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#else
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#include <complex.h>
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#endif
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#endif
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#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
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#undef _Complex_I
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#define _Complex_I 1.0fj
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#endif
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static const char *__pyx_f[] = {
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"libsvm.pyx",
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"numpy.pxd",
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};
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typedef npy_int8 __pyx_t_5numpy_int8_t;
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typedef npy_int16 __pyx_t_5numpy_int16_t;
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typedef npy_int32 __pyx_t_5numpy_int32_t;
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typedef npy_int64 __pyx_t_5numpy_int64_t;
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typedef npy_uint8 __pyx_t_5numpy_uint8_t;
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typedef npy_uint16 __pyx_t_5numpy_uint16_t;
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typedef npy_uint32 __pyx_t_5numpy_uint32_t;
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typedef npy_uint64 __pyx_t_5numpy_uint64_t;
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typedef npy_float32 __pyx_t_5numpy_float32_t;
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typedef npy_float64 __pyx_t_5numpy_float64_t;
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typedef npy_long __pyx_t_5numpy_int_t;
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typedef npy_longlong __pyx_t_5numpy_long_t;
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typedef npy_intp __pyx_t_5numpy_intp_t;
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typedef npy_uintp __pyx_t_5numpy_uintp_t;
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typedef npy_ulong __pyx_t_5numpy_uint_t;
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typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
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typedef npy_double __pyx_t_5numpy_float_t;
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typedef npy_double __pyx_t_5numpy_double_t;
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typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
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#if CYTHON_CCOMPLEX
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#ifdef __cplusplus
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typedef ::std::complex< float > __pyx_t_float_complex;
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#else
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typedef float _Complex __pyx_t_float_complex;
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#endif
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#else
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typedef struct { float real, imag; } __pyx_t_float_complex;
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#endif
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#if CYTHON_CCOMPLEX
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#ifdef __cplusplus
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typedef ::std::complex< double > __pyx_t_double_complex;
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#else
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typedef double _Complex __pyx_t_double_complex;
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#endif
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#else
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typedef struct { double real, imag; } __pyx_t_double_complex;
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#endif
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/* Type declarations */
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typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
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typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
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typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;
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typedef npy_cdouble __pyx_t_5numpy_complex_t;
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#ifndef CYTHON_REFNANNY
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#define CYTHON_REFNANNY 0
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#endif
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#if CYTHON_REFNANNY
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typedef struct {
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void (*INCREF)(void*, PyObject*, int);
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void (*DECREF)(void*, PyObject*, int);
|
|
void (*GOTREF)(void*, PyObject*, int);
|
|
void (*GIVEREF)(void*, PyObject*, int);
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void* (*SetupContext)(const char*, int, const char*);
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void (*FinishContext)(void**);
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} __Pyx_RefNannyAPIStruct;
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static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
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static __Pyx_RefNannyAPIStruct * __Pyx_RefNannyImportAPI(const char *modname) {
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PyObject *m = NULL, *p = NULL;
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void *r = NULL;
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m = PyImport_ImportModule((char *)modname);
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if (!m) goto end;
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|
p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
|
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if (!p) goto end;
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r = PyLong_AsVoidPtr(p);
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end:
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Py_XDECREF(p);
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Py_XDECREF(m);
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return (__Pyx_RefNannyAPIStruct *)r;
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}
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#define __Pyx_RefNannySetupContext(name) void *__pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
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#define __Pyx_RefNannyFinishContext() __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
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#define __Pyx_INCREF(r) __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
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#define __Pyx_DECREF(r) __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
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#define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
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#define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
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#define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r);} } while(0)
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#else
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#define __Pyx_RefNannySetupContext(name)
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#define __Pyx_RefNannyFinishContext()
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#define __Pyx_INCREF(r) Py_INCREF(r)
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#define __Pyx_DECREF(r) Py_DECREF(r)
|
|
#define __Pyx_GOTREF(r)
|
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#define __Pyx_GIVEREF(r)
|
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#define __Pyx_XDECREF(r) Py_XDECREF(r)
|
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#endif /* CYTHON_REFNANNY */
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#define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);} } while(0)
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#define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r);} } while(0)
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static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name); /*proto*/
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static void __Pyx_RaiseDoubleKeywordsError(
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const char* func_name, PyObject* kw_name); /*proto*/
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static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
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Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/
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static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, const char* function_name); /*proto*/
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static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
|
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const char *name, int exact); /*proto*/
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|
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/* Run-time type information about structs used with buffers */
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struct __Pyx_StructField_;
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typedef struct {
|
|
const char* name; /* for error messages only */
|
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struct __Pyx_StructField_* fields;
|
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size_t size; /* sizeof(type) */
|
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char typegroup; /* _R_eal, _C_omplex, Signed _I_nt, _U_nsigned int, _S_truct, _P_ointer, _O_bject */
|
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} __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;
|
|
|
|
|
|
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 CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/
|
|
|
|
static void __Pyx_RaiseBufferFallbackError(void); /*proto*/
|
|
|
|
static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */
|
|
|
|
static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
|
|
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
|
|
|
|
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);
|
|
|
|
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);
|
|
|
|
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);
|
|
|
|
static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/
|
|
#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
|
|
|
|
Py_ssize_t __Pyx_zeros[] = {0, 0};
|
|
Py_ssize_t __Pyx_minusones[] = {-1, -1};
|
|
|
|
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list); /*proto*/
|
|
|
|
static CYTHON_INLINE PyObject *__Pyx_PyInt_to_py_Py_intptr_t(Py_intptr_t);
|
|
|
|
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
|
|
|
|
#if CYTHON_CCOMPLEX
|
|
#ifdef __cplusplus
|
|
#define __Pyx_CREAL(z) ((z).real())
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|
#define __Pyx_CIMAG(z) ((z).imag())
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|
#else
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|
#define __Pyx_CREAL(z) (__real__(z))
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|
#define __Pyx_CIMAG(z) (__imag__(z))
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|
#endif
|
|
#else
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|
#define __Pyx_CREAL(z) ((z).real)
|
|
#define __Pyx_CIMAG(z) ((z).imag)
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|
#endif
|
|
|
|
#if defined(_WIN32) && defined(__cplusplus) && CYTHON_CCOMPLEX
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|
#define __Pyx_SET_CREAL(z,x) ((z).real(x))
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|
#define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
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|
#else
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|
#define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
|
|
#define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
|
|
#endif
|
|
|
|
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);
|
|
|
|
#if CYTHON_CCOMPLEX
|
|
#define __Pyx_c_eqf(a, b) ((a)==(b))
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|
#define __Pyx_c_sumf(a, b) ((a)+(b))
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|
#define __Pyx_c_difff(a, b) ((a)-(b))
|
|
#define __Pyx_c_prodf(a, b) ((a)*(b))
|
|
#define __Pyx_c_quotf(a, b) ((a)/(b))
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|
#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))
|
|
/*#define __Pyx_c_absf(z) (::std::abs(z))*/
|
|
#else
|
|
#define __Pyx_c_is_zerof(z) ((z)==0)
|
|
#define __Pyx_c_conjf(z) (conjf(z))
|
|
/*#define __Pyx_c_absf(z) (cabsf(z))*/
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|
#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);
|
|
/*static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex);*/
|
|
#endif
|
|
|
|
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);
|
|
|
|
#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))
|
|
/*#define __Pyx_c_abs(z) (::std::abs(z))*/
|
|
#else
|
|
#define __Pyx_c_is_zero(z) ((z)==0)
|
|
#define __Pyx_c_conj(z) (conj(z))
|
|
/*#define __Pyx_c_abs(z) (cabs(z))*/
|
|
#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);
|
|
/*static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex);*/
|
|
#endif
|
|
|
|
static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *);
|
|
|
|
static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *);
|
|
|
|
static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *);
|
|
|
|
static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *);
|
|
|
|
static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *);
|
|
|
|
static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *);
|
|
|
|
static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *);
|
|
|
|
static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *);
|
|
|
|
static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *);
|
|
|
|
static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *);
|
|
|
|
static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *);
|
|
|
|
static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *);
|
|
|
|
static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *);
|
|
|
|
static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *);
|
|
|
|
static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *);
|
|
|
|
static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *);
|
|
|
|
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, long size, int strict); /*proto*/
|
|
|
|
static PyObject *__Pyx_ImportModule(const char *name); /*proto*/
|
|
|
|
static void __Pyx_AddTraceback(const char *funcname); /*proto*/
|
|
|
|
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/
|
|
/* Module declarations from cpython.buffer */
|
|
|
|
/* Module declarations from cpython.ref */
|
|
|
|
/* Module declarations from libc.stdio */
|
|
|
|
/* Module declarations from cpython.object */
|
|
|
|
/* 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 PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *); /*proto*/
|
|
static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *, PyObject *); /*proto*/
|
|
static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *, PyObject *, PyObject *); /*proto*/
|
|
static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *, PyObject *, PyObject *, PyObject *); /*proto*/
|
|
static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *, PyObject *, PyObject *, PyObject *, PyObject *); /*proto*/
|
|
static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/
|
|
static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *, PyObject *); /*proto*/
|
|
static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *); /*proto*/
|
|
/* Module declarations from sklearn.svm.sparse.libsvm */
|
|
|
|
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t = { "float64_t", NULL, sizeof(__pyx_t_5numpy_float64_t), 'R' };
|
|
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t = { "int32_t", NULL, sizeof(__pyx_t_5numpy_int32_t), 'I' };
|
|
#define __Pyx_MODULE_NAME "sklearn.svm.sparse.libsvm"
|
|
int __pyx_module_is_main_sklearn__svm__sparse__libsvm = 0;
|
|
|
|
/* Implementation of sklearn.svm.sparse.libsvm */
|
|
static PyObject *__pyx_builtin_MemoryError;
|
|
static PyObject *__pyx_builtin_ValueError;
|
|
static PyObject *__pyx_builtin_range;
|
|
static PyObject *__pyx_builtin_RuntimeError;
|
|
static char __pyx_k_1[] = "sample_weight and X have incompatible shapes: ";
|
|
static char __pyx_k_2[] = "sample_weight has %s samples while X has %s";
|
|
static char __pyx_k_3[] = "Seems we've run out of of memory";
|
|
static char __pyx_k_4[] = "We've run out of of memory";
|
|
static char __pyx_k_5[] = "ndarray is not C contiguous";
|
|
static char __pyx_k_6[] = "ndarray is not Fortran contiguous";
|
|
static char __pyx_k_7[] = "Non-native byte order not supported";
|
|
static char __pyx_k_8[] = "unknown dtype code in numpy.pxd (%d)";
|
|
static char __pyx_k_9[] = "Format string allocated too short, see comment in numpy.pxd";
|
|
static char __pyx_k_10[] = "Format string allocated too short.";
|
|
static char __pyx_k_11[] = "libsvm_sparse_train (line 58)";
|
|
static char __pyx_k_12[] = "libsvm_sparse_predict (line 193)";
|
|
static char __pyx_k_13[] = "libsvm_sparse_predict";
|
|
static char __pyx_k_14[] = "libsvm_sparse_predict_proba (line 267)";
|
|
static char __pyx_k_15[] = "libsvm_sparse_predict_proba";
|
|
static char __pyx_k_16[] = "set_verbosity_wrap (line 320)";
|
|
static char __pyx_k__B[] = "B";
|
|
static char __pyx_k__C[] = "C";
|
|
static char __pyx_k__H[] = "H";
|
|
static char __pyx_k__I[] = "I";
|
|
static char __pyx_k__L[] = "L";
|
|
static char __pyx_k__O[] = "O";
|
|
static char __pyx_k__Q[] = "Q";
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|
static char __pyx_k__Y[] = "Y";
|
|
static char __pyx_k__b[] = "b";
|
|
static char __pyx_k__d[] = "d";
|
|
static char __pyx_k__f[] = "f";
|
|
static char __pyx_k__g[] = "g";
|
|
static char __pyx_k__h[] = "h";
|
|
static char __pyx_k__i[] = "i";
|
|
static char __pyx_k__l[] = "l";
|
|
static char __pyx_k__p[] = "p";
|
|
static char __pyx_k__q[] = "q";
|
|
static char __pyx_k__Zd[] = "Zd";
|
|
static char __pyx_k__Zf[] = "Zf";
|
|
static char __pyx_k__Zg[] = "Zg";
|
|
static char __pyx_k__np[] = "np";
|
|
static char __pyx_k__nu[] = "nu";
|
|
static char __pyx_k__buf[] = "buf";
|
|
static char __pyx_k__eps[] = "eps";
|
|
static char __pyx_k__nSV[] = "nSV";
|
|
static char __pyx_k__obj[] = "obj";
|
|
static char __pyx_k__base[] = "base";
|
|
static char __pyx_k__data[] = "data";
|
|
static char __pyx_k__ndim[] = "ndim";
|
|
static char __pyx_k__ones[] = "ones";
|
|
static char __pyx_k__coef0[] = "coef0";
|
|
static char __pyx_k__descr[] = "descr";
|
|
static char __pyx_k__dtype[] = "dtype";
|
|
static char __pyx_k__empty[] = "empty";
|
|
static char __pyx_k__gamma[] = "gamma";
|
|
static char __pyx_k__int32[] = "int32";
|
|
static char __pyx_k__label[] = "label";
|
|
static char __pyx_k__names[] = "names";
|
|
static char __pyx_k__numpy[] = "numpy";
|
|
static char __pyx_k__probA[] = "probA";
|
|
static char __pyx_k__probB[] = "probB";
|
|
static char __pyx_k__range[] = "range";
|
|
static char __pyx_k__shape[] = "shape";
|
|
static char __pyx_k__T_data[] = "T_data";
|
|
static char __pyx_k__degree[] = "degree";
|
|
static char __pyx_k__fields[] = "fields";
|
|
static char __pyx_k__format[] = "format";
|
|
static char __pyx_k__indptr[] = "indptr";
|
|
static char __pyx_k__resize[] = "resize";
|
|
static char __pyx_k__values[] = "values";
|
|
static char __pyx_k__weight[] = "weight";
|
|
static char __pyx_k__SV_data[] = "SV_data";
|
|
static char __pyx_k__float64[] = "float64";
|
|
static char __pyx_k__indices[] = "indices";
|
|
static char __pyx_k__strides[] = "strides";
|
|
static char __pyx_k__sv_coef[] = "sv_coef";
|
|
static char __pyx_k__T_indptr[] = "T_indptr";
|
|
static char __pyx_k____main__[] = "__main__";
|
|
static char __pyx_k____test__[] = "__test__";
|
|
static char __pyx_k__itemsize[] = "itemsize";
|
|
static char __pyx_k__readonly[] = "readonly";
|
|
static char __pyx_k__refcheck[] = "refcheck";
|
|
static char __pyx_k__svm_type[] = "svm_type";
|
|
static char __pyx_k__type_num[] = "type_num";
|
|
static char __pyx_k__SV_indptr[] = "SV_indptr";
|
|
static char __pyx_k__T_indices[] = "T_indices";
|
|
static char __pyx_k__byteorder[] = "byteorder";
|
|
static char __pyx_k__intercept[] = "intercept";
|
|
static char __pyx_k__nclass_SV[] = "nclass_SV";
|
|
static char __pyx_k__shrinking[] = "shrinking";
|
|
static char __pyx_k__SV_indices[] = "SV_indices";
|
|
static char __pyx_k__ValueError[] = "ValueError";
|
|
static char __pyx_k__cache_size[] = "cache_size";
|
|
static char __pyx_k__n_features[] = "n_features";
|
|
static char __pyx_k__suboffsets[] = "suboffsets";
|
|
static char __pyx_k__MemoryError[] = "MemoryError";
|
|
static char __pyx_k__kernel_type[] = "kernel_type";
|
|
static char __pyx_k__probability[] = "probability";
|
|
static char __pyx_k__RuntimeError[] = "RuntimeError";
|
|
static char __pyx_k__sv_coef_data[] = "sv_coef_data";
|
|
static char __pyx_k__weight_label[] = "weight_label";
|
|
static char __pyx_k__sample_weight[] = "sample_weight";
|
|
static char __pyx_k__set_verbosity_wrap[] = "set_verbosity_wrap";
|
|
static char __pyx_k__libsvm_sparse_train[] = "libsvm_sparse_train";
|
|
static PyObject *__pyx_kp_s_1;
|
|
static PyObject *__pyx_kp_u_10;
|
|
static PyObject *__pyx_kp_u_11;
|
|
static PyObject *__pyx_kp_u_12;
|
|
static PyObject *__pyx_n_s_13;
|
|
static PyObject *__pyx_kp_u_14;
|
|
static PyObject *__pyx_n_s_15;
|
|
static PyObject *__pyx_kp_u_16;
|
|
static PyObject *__pyx_kp_s_2;
|
|
static PyObject *__pyx_kp_s_3;
|
|
static PyObject *__pyx_kp_s_4;
|
|
static PyObject *__pyx_kp_u_5;
|
|
static PyObject *__pyx_kp_u_6;
|
|
static PyObject *__pyx_kp_u_7;
|
|
static PyObject *__pyx_kp_u_8;
|
|
static PyObject *__pyx_kp_u_9;
|
|
static PyObject *__pyx_n_s__C;
|
|
static PyObject *__pyx_n_s__MemoryError;
|
|
static PyObject *__pyx_n_s__RuntimeError;
|
|
static PyObject *__pyx_n_s__SV_data;
|
|
static PyObject *__pyx_n_s__SV_indices;
|
|
static PyObject *__pyx_n_s__SV_indptr;
|
|
static PyObject *__pyx_n_s__T_data;
|
|
static PyObject *__pyx_n_s__T_indices;
|
|
static PyObject *__pyx_n_s__T_indptr;
|
|
static PyObject *__pyx_n_s__ValueError;
|
|
static PyObject *__pyx_n_s__Y;
|
|
static PyObject *__pyx_n_s____main__;
|
|
static PyObject *__pyx_n_s____test__;
|
|
static PyObject *__pyx_n_s__base;
|
|
static PyObject *__pyx_n_s__buf;
|
|
static PyObject *__pyx_n_s__byteorder;
|
|
static PyObject *__pyx_n_s__cache_size;
|
|
static PyObject *__pyx_n_s__coef0;
|
|
static PyObject *__pyx_n_s__data;
|
|
static PyObject *__pyx_n_s__degree;
|
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static PyObject *__pyx_n_s__descr;
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static PyObject *__pyx_n_s__dtype;
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static PyObject *__pyx_n_s__empty;
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|
static PyObject *__pyx_n_s__eps;
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|
static PyObject *__pyx_n_s__fields;
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static PyObject *__pyx_n_s__float64;
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static PyObject *__pyx_n_s__format;
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|
static PyObject *__pyx_n_s__gamma;
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|
static PyObject *__pyx_n_s__indices;
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|
static PyObject *__pyx_n_s__indptr;
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|
static PyObject *__pyx_n_s__int32;
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|
static PyObject *__pyx_n_s__intercept;
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|
static PyObject *__pyx_n_s__itemsize;
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|
static PyObject *__pyx_n_s__kernel_type;
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|
static PyObject *__pyx_n_s__label;
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|
static PyObject *__pyx_n_s__libsvm_sparse_train;
|
|
static PyObject *__pyx_n_s__nSV;
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|
static PyObject *__pyx_n_s__n_features;
|
|
static PyObject *__pyx_n_s__names;
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|
static PyObject *__pyx_n_s__nclass_SV;
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|
static PyObject *__pyx_n_s__ndim;
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|
static PyObject *__pyx_n_s__np;
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|
static PyObject *__pyx_n_s__nu;
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|
static PyObject *__pyx_n_s__numpy;
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|
static PyObject *__pyx_n_s__obj;
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static PyObject *__pyx_n_s__ones;
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|
static PyObject *__pyx_n_s__p;
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|
static PyObject *__pyx_n_s__probA;
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|
static PyObject *__pyx_n_s__probB;
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static PyObject *__pyx_n_s__probability;
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static PyObject *__pyx_n_s__range;
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|
static PyObject *__pyx_n_s__readonly;
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|
static PyObject *__pyx_n_s__refcheck;
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|
static PyObject *__pyx_n_s__resize;
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|
static PyObject *__pyx_n_s__sample_weight;
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static PyObject *__pyx_n_s__set_verbosity_wrap;
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|
static PyObject *__pyx_n_s__shape;
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|
static PyObject *__pyx_n_s__shrinking;
|
|
static PyObject *__pyx_n_s__strides;
|
|
static PyObject *__pyx_n_s__suboffsets;
|
|
static PyObject *__pyx_n_s__sv_coef;
|
|
static PyObject *__pyx_n_s__sv_coef_data;
|
|
static PyObject *__pyx_n_s__svm_type;
|
|
static PyObject *__pyx_n_s__type_num;
|
|
static PyObject *__pyx_n_s__values;
|
|
static PyObject *__pyx_n_s__weight;
|
|
static PyObject *__pyx_n_s__weight_label;
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|
static PyObject *__pyx_int_0;
|
|
static PyObject *__pyx_int_1;
|
|
static PyObject *__pyx_int_15;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":58
|
|
*
|
|
*
|
|
* def libsvm_sparse_train ( int n_features, # <<<<<<<<<<<<<<
|
|
* np.ndarray[np.float64_t, ndim=1, mode='c'] values,
|
|
* np.ndarray[np.int32_t, ndim=1, mode='c'] indices,
|
|
*/
|
|
|
|
static PyObject *__pyx_pf_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_train(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
|
|
static char __pyx_doc_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_train[] = "\n Wrap svm_train from libsvm using a scipy.sparse.csr matrix\n\n Work in progress.\n\n Parameters\n ----------\n n_features : number of features.\n XXX: can we retrieve this from any other parameter ?\n\n X: array-like, dtype=float, size=[N, D]\n\n Y: array, dtype=float, size=[N]\n target vector\n\n ...\n\n Notes\n -------------------\n See scikits.learn.svm.predict for a complete list of parameters.\n\n ";
|
|
static PyObject *__pyx_pf_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_train(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
|
|
int __pyx_v_n_features;
|
|
PyArrayObject *__pyx_v_values = 0;
|
|
PyArrayObject *__pyx_v_indices = 0;
|
|
PyArrayObject *__pyx_v_indptr = 0;
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|
PyArrayObject *__pyx_v_Y = 0;
|
|
int __pyx_v_svm_type;
|
|
int __pyx_v_kernel_type;
|
|
int __pyx_v_degree;
|
|
double __pyx_v_gamma;
|
|
double __pyx_v_coef0;
|
|
double __pyx_v_eps;
|
|
double __pyx_v_C;
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|
PyArrayObject *__pyx_v_SV_data = 0;
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|
PyArrayObject *__pyx_v_SV_indices = 0;
|
|
PyArrayObject *__pyx_v_SV_indptr = 0;
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|
PyArrayObject *__pyx_v_sv_coef_data = 0;
|
|
PyArrayObject *__pyx_v_intercept = 0;
|
|
PyArrayObject *__pyx_v_weight_label = 0;
|
|
PyArrayObject *__pyx_v_weight = 0;
|
|
PyArrayObject *__pyx_v_sample_weight = 0;
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|
PyArrayObject *__pyx_v_nclass_SV = 0;
|
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double __pyx_v_nu;
|
|
double __pyx_v_cache_size;
|
|
double __pyx_v_p;
|
|
int __pyx_v_shrinking;
|
|
int __pyx_v_probability;
|
|
struct svm_parameter *__pyx_v_param;
|
|
struct svm_csr_problem *__pyx_v_problem;
|
|
struct svm_csr_model *__pyx_v_model;
|
|
char *__pyx_v_error_msg;
|
|
npy_intp __pyx_v_SV_len;
|
|
npy_intp __pyx_v_n_class;
|
|
npy_intp __pyx_v_nonzero_SV;
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|
PyArrayObject *__pyx_v_label;
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|
PyArrayObject *__pyx_v_probA;
|
|
PyArrayObject *__pyx_v_probB;
|
|
Py_buffer __pyx_bstruct_sv_coef_data;
|
|
Py_ssize_t __pyx_bstride_0_sv_coef_data = 0;
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|
Py_ssize_t __pyx_bshape_0_sv_coef_data = 0;
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Py_buffer __pyx_bstruct_weight;
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Py_ssize_t __pyx_bstride_0_weight = 0;
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Py_ssize_t __pyx_bshape_0_weight = 0;
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Py_buffer __pyx_bstruct_weight_label;
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Py_ssize_t __pyx_bstride_0_weight_label = 0;
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Py_ssize_t __pyx_bshape_0_weight_label = 0;
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Py_buffer __pyx_bstruct_SV_indices;
|
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Py_ssize_t __pyx_bstride_0_SV_indices = 0;
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Py_ssize_t __pyx_bshape_0_SV_indices = 0;
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Py_buffer __pyx_bstruct_SV_indptr;
|
|
Py_ssize_t __pyx_bstride_0_SV_indptr = 0;
|
|
Py_ssize_t __pyx_bshape_0_SV_indptr = 0;
|
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Py_buffer __pyx_bstruct_label;
|
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Py_ssize_t __pyx_bstride_0_label = 0;
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Py_ssize_t __pyx_bshape_0_label = 0;
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Py_buffer __pyx_bstruct_probB;
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Py_ssize_t __pyx_bstride_0_probB = 0;
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|
Py_ssize_t __pyx_bshape_0_probB = 0;
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Py_buffer __pyx_bstruct_SV_data;
|
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Py_ssize_t __pyx_bstride_0_SV_data = 0;
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Py_ssize_t __pyx_bshape_0_SV_data = 0;
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Py_buffer __pyx_bstruct_sample_weight;
|
|
Py_ssize_t __pyx_bstride_0_sample_weight = 0;
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|
Py_ssize_t __pyx_bshape_0_sample_weight = 0;
|
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Py_buffer __pyx_bstruct_intercept;
|
|
Py_ssize_t __pyx_bstride_0_intercept = 0;
|
|
Py_ssize_t __pyx_bshape_0_intercept = 0;
|
|
Py_buffer __pyx_bstruct_Y;
|
|
Py_ssize_t __pyx_bstride_0_Y = 0;
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Py_ssize_t __pyx_bshape_0_Y = 0;
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Py_buffer __pyx_bstruct_nclass_SV;
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|
Py_ssize_t __pyx_bstride_0_nclass_SV = 0;
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|
Py_ssize_t __pyx_bshape_0_nclass_SV = 0;
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Py_buffer __pyx_bstruct_probA;
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Py_ssize_t __pyx_bstride_0_probA = 0;
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Py_ssize_t __pyx_bshape_0_probA = 0;
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Py_buffer __pyx_bstruct_indptr;
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Py_ssize_t __pyx_bstride_0_indptr = 0;
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Py_ssize_t __pyx_bshape_0_indptr = 0;
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Py_buffer __pyx_bstruct_values;
|
|
Py_ssize_t __pyx_bstride_0_values = 0;
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|
Py_ssize_t __pyx_bshape_0_values = 0;
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Py_buffer __pyx_bstruct_indices;
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Py_ssize_t __pyx_bstride_0_indices = 0;
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Py_ssize_t __pyx_bshape_0_indices = 0;
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PyObject *__pyx_r = NULL;
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Py_ssize_t __pyx_t_1;
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int __pyx_t_2;
|
|
PyObject *__pyx_t_3 = NULL;
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PyObject *__pyx_t_4 = NULL;
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PyObject *__pyx_t_5 = NULL;
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PyObject *__pyx_t_6 = NULL;
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PyObject *__pyx_t_7 = NULL;
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PyArrayObject *__pyx_t_8 = NULL;
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int __pyx_t_9;
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|
PyObject *__pyx_t_10 = NULL;
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PyObject *__pyx_t_11 = NULL;
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PyObject *__pyx_t_12 = NULL;
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int __pyx_t_13;
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int __pyx_t_14;
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PyArrayObject *__pyx_t_15 = NULL;
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|
PyArrayObject *__pyx_t_16 = NULL;
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PyArrayObject *__pyx_t_17 = NULL;
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static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n_features,&__pyx_n_s__values,&__pyx_n_s__indices,&__pyx_n_s__indptr,&__pyx_n_s__Y,&__pyx_n_s__svm_type,&__pyx_n_s__kernel_type,&__pyx_n_s__degree,&__pyx_n_s__gamma,&__pyx_n_s__coef0,&__pyx_n_s__eps,&__pyx_n_s__C,&__pyx_n_s__SV_data,&__pyx_n_s__SV_indices,&__pyx_n_s__SV_indptr,&__pyx_n_s__sv_coef_data,&__pyx_n_s__intercept,&__pyx_n_s__weight_label,&__pyx_n_s__weight,&__pyx_n_s__sample_weight,&__pyx_n_s__nclass_SV,&__pyx_n_s__nu,&__pyx_n_s__cache_size,&__pyx_n_s__p,&__pyx_n_s__shrinking,&__pyx_n_s__probability,0};
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__Pyx_RefNannySetupContext("libsvm_sparse_train");
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__pyx_self = __pyx_self;
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if (unlikely(__pyx_kwds)) {
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Py_ssize_t kw_args = PyDict_Size(__pyx_kwds);
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PyObject* values[26] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
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switch (PyTuple_GET_SIZE(__pyx_args)) {
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case 26: values[25] = PyTuple_GET_ITEM(__pyx_args, 25);
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case 25: values[24] = PyTuple_GET_ITEM(__pyx_args, 24);
|
|
case 24: values[23] = PyTuple_GET_ITEM(__pyx_args, 23);
|
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case 23: values[22] = PyTuple_GET_ITEM(__pyx_args, 22);
|
|
case 22: values[21] = PyTuple_GET_ITEM(__pyx_args, 21);
|
|
case 21: values[20] = PyTuple_GET_ITEM(__pyx_args, 20);
|
|
case 20: values[19] = PyTuple_GET_ITEM(__pyx_args, 19);
|
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case 19: values[18] = PyTuple_GET_ITEM(__pyx_args, 18);
|
|
case 18: values[17] = PyTuple_GET_ITEM(__pyx_args, 17);
|
|
case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16);
|
|
case 16: values[15] = PyTuple_GET_ITEM(__pyx_args, 15);
|
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case 15: values[14] = PyTuple_GET_ITEM(__pyx_args, 14);
|
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case 14: values[13] = PyTuple_GET_ITEM(__pyx_args, 13);
|
|
case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12);
|
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case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11);
|
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case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10);
|
|
case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9);
|
|
case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8);
|
|
case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
|
|
case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
|
|
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;
|
|
}
|
|
switch (PyTuple_GET_SIZE(__pyx_args)) {
|
|
case 0:
|
|
values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n_features);
|
|
if (likely(values[0])) kw_args--;
|
|
else goto __pyx_L5_argtuple_error;
|
|
case 1:
|
|
values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__values);
|
|
if (likely(values[1])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 2:
|
|
values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__indices);
|
|
if (likely(values[2])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 3:
|
|
values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__indptr);
|
|
if (likely(values[3])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 4:
|
|
values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__Y);
|
|
if (likely(values[4])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 5:
|
|
values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__svm_type);
|
|
if (likely(values[5])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 6:
|
|
values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__kernel_type);
|
|
if (likely(values[6])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 7:
|
|
values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__degree);
|
|
if (likely(values[7])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 8:
|
|
values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__gamma);
|
|
if (likely(values[8])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 9:
|
|
values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__coef0);
|
|
if (likely(values[9])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 10:
|
|
values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__eps);
|
|
if (likely(values[10])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 11:
|
|
values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__C);
|
|
if (likely(values[11])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 12:
|
|
values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__SV_data);
|
|
if (likely(values[12])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 13:
|
|
values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__SV_indices);
|
|
if (likely(values[13])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 14:
|
|
values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__SV_indptr);
|
|
if (likely(values[14])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 15:
|
|
values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sv_coef_data);
|
|
if (likely(values[15])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 16:
|
|
values[16] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__intercept);
|
|
if (likely(values[16])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 17:
|
|
values[17] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__weight_label);
|
|
if (likely(values[17])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 17); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 18:
|
|
values[18] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__weight);
|
|
if (likely(values[18])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 18); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 19:
|
|
values[19] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sample_weight);
|
|
if (likely(values[19])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 19); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 20:
|
|
values[20] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nclass_SV);
|
|
if (likely(values[20])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 20); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 21:
|
|
values[21] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nu);
|
|
if (likely(values[21])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 21); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 22:
|
|
values[22] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__cache_size);
|
|
if (likely(values[22])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 22); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 23:
|
|
values[23] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p);
|
|
if (likely(values[23])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 23); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 24:
|
|
values[24] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shrinking);
|
|
if (likely(values[24])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 24); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 25:
|
|
values[25] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probability);
|
|
if (likely(values[25])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, 25); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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}
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}
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if (unlikely(kw_args > 0)) {
|
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if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "libsvm_sparse_train") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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}
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__pyx_v_n_features = __Pyx_PyInt_AsInt(values[0]); if (unlikely((__pyx_v_n_features == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_values = ((PyArrayObject *)values[1]);
|
|
__pyx_v_indices = ((PyArrayObject *)values[2]);
|
|
__pyx_v_indptr = ((PyArrayObject *)values[3]);
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__pyx_v_Y = ((PyArrayObject *)values[4]);
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__pyx_v_svm_type = __Pyx_PyInt_AsInt(values[5]); if (unlikely((__pyx_v_svm_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_kernel_type = __Pyx_PyInt_AsInt(values[6]); if (unlikely((__pyx_v_kernel_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_degree = __Pyx_PyInt_AsInt(values[7]); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_gamma = __pyx_PyFloat_AsDouble(values[8]); if (unlikely((__pyx_v_gamma == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_coef0 = __pyx_PyFloat_AsDouble(values[9]); if (unlikely((__pyx_v_coef0 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_eps = __pyx_PyFloat_AsDouble(values[10]); if (unlikely((__pyx_v_eps == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_C = __pyx_PyFloat_AsDouble(values[11]); if (unlikely((__pyx_v_C == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_SV_data = ((PyArrayObject *)values[12]);
|
|
__pyx_v_SV_indices = ((PyArrayObject *)values[13]);
|
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__pyx_v_SV_indptr = ((PyArrayObject *)values[14]);
|
|
__pyx_v_sv_coef_data = ((PyArrayObject *)values[15]);
|
|
__pyx_v_intercept = ((PyArrayObject *)values[16]);
|
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__pyx_v_weight_label = ((PyArrayObject *)values[17]);
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|
__pyx_v_weight = ((PyArrayObject *)values[18]);
|
|
__pyx_v_sample_weight = ((PyArrayObject *)values[19]);
|
|
__pyx_v_nclass_SV = ((PyArrayObject *)values[20]);
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__pyx_v_nu = __pyx_PyFloat_AsDouble(values[21]); if (unlikely((__pyx_v_nu == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_cache_size = __pyx_PyFloat_AsDouble(values[22]); if (unlikely((__pyx_v_cache_size == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_p = __pyx_PyFloat_AsDouble(values[23]); if (unlikely((__pyx_v_p == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_shrinking = __Pyx_PyInt_AsInt(values[24]); if (unlikely((__pyx_v_shrinking == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_probability = __Pyx_PyInt_AsInt(values[25]); if (unlikely((__pyx_v_probability == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
} else if (PyTuple_GET_SIZE(__pyx_args) != 26) {
|
|
goto __pyx_L5_argtuple_error;
|
|
} else {
|
|
__pyx_v_n_features = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 0)); if (unlikely((__pyx_v_n_features == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_values = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 1));
|
|
__pyx_v_indices = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 2));
|
|
__pyx_v_indptr = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 3));
|
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__pyx_v_Y = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 4));
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__pyx_v_svm_type = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 5)); if (unlikely((__pyx_v_svm_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_kernel_type = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 6)); if (unlikely((__pyx_v_kernel_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_degree = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 7)); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_gamma = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 8)); if (unlikely((__pyx_v_gamma == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_coef0 = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 9)); if (unlikely((__pyx_v_coef0 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_eps = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 10)); if (unlikely((__pyx_v_eps == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_C = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 11)); if (unlikely((__pyx_v_C == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_SV_data = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 12));
|
|
__pyx_v_SV_indices = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 13));
|
|
__pyx_v_SV_indptr = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 14));
|
|
__pyx_v_sv_coef_data = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 15));
|
|
__pyx_v_intercept = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 16));
|
|
__pyx_v_weight_label = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 17));
|
|
__pyx_v_weight = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 18));
|
|
__pyx_v_sample_weight = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 19));
|
|
__pyx_v_nclass_SV = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 20));
|
|
__pyx_v_nu = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 21)); if (unlikely((__pyx_v_nu == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_cache_size = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 22)); if (unlikely((__pyx_v_cache_size == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_p = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 23)); if (unlikely((__pyx_v_p == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_shrinking = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 24)); if (unlikely((__pyx_v_shrinking == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_probability = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 25)); if (unlikely((__pyx_v_probability == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
goto __pyx_L4_argument_unpacking_done;
|
|
__pyx_L5_argtuple_error:;
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_train", 1, 26, 26, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_L3_error:;
|
|
__Pyx_AddTraceback("sklearn.svm.sparse.libsvm.libsvm_sparse_train");
|
|
__Pyx_RefNannyFinishContext();
|
|
return NULL;
|
|
__pyx_L4_argument_unpacking_done:;
|
|
__Pyx_INCREF((PyObject *)__pyx_v_sample_weight);
|
|
__pyx_v_label = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None);
|
|
__pyx_v_probA = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None);
|
|
__pyx_v_probB = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None);
|
|
__pyx_bstruct_label.buf = NULL;
|
|
__pyx_bstruct_probA.buf = NULL;
|
|
__pyx_bstruct_probB.buf = NULL;
|
|
__pyx_bstruct_values.buf = NULL;
|
|
__pyx_bstruct_indices.buf = NULL;
|
|
__pyx_bstruct_indptr.buf = NULL;
|
|
__pyx_bstruct_Y.buf = NULL;
|
|
__pyx_bstruct_SV_data.buf = NULL;
|
|
__pyx_bstruct_SV_indices.buf = NULL;
|
|
__pyx_bstruct_SV_indptr.buf = NULL;
|
|
__pyx_bstruct_sv_coef_data.buf = NULL;
|
|
__pyx_bstruct_intercept.buf = NULL;
|
|
__pyx_bstruct_weight_label.buf = NULL;
|
|
__pyx_bstruct_weight.buf = NULL;
|
|
__pyx_bstruct_sample_weight.buf = NULL;
|
|
__pyx_bstruct_nclass_SV.buf = NULL;
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indices), __pyx_ptype_5numpy_ndarray, 1, "indices", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indptr), __pyx_ptype_5numpy_ndarray, 1, "indptr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_Y), __pyx_ptype_5numpy_ndarray, 1, "Y", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_SV_data), __pyx_ptype_5numpy_ndarray, 1, "SV_data", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_SV_indices), __pyx_ptype_5numpy_ndarray, 1, "SV_indices", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_SV_indptr), __pyx_ptype_5numpy_ndarray, 1, "SV_indptr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sv_coef_data), __pyx_ptype_5numpy_ndarray, 1, "sv_coef_data", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_intercept), __pyx_ptype_5numpy_ndarray, 1, "intercept", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weight_label), __pyx_ptype_5numpy_ndarray, 1, "weight_label", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weight), __pyx_ptype_5numpy_ndarray, 1, "weight", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sample_weight), __pyx_ptype_5numpy_ndarray, 1, "sample_weight", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nclass_SV), __pyx_ptype_5numpy_ndarray, 1, "nclass_SV", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
{
|
|
__Pyx_BufFmt_StackElem __pyx_stack[1];
|
|
if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_values, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
}
|
|
__pyx_bstride_0_values = __pyx_bstruct_values.strides[0];
|
|
__pyx_bshape_0_values = __pyx_bstruct_values.shape[0];
|
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{
|
|
__Pyx_BufFmt_StackElem __pyx_stack[1];
|
|
if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_indices, (PyObject*)__pyx_v_indices, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
}
|
|
__pyx_bstride_0_indices = __pyx_bstruct_indices.strides[0];
|
|
__pyx_bshape_0_indices = __pyx_bstruct_indices.shape[0];
|
|
{
|
|
__Pyx_BufFmt_StackElem __pyx_stack[1];
|
|
if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_indptr, (PyObject*)__pyx_v_indptr, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
}
|
|
__pyx_bstride_0_indptr = __pyx_bstruct_indptr.strides[0];
|
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":107
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":110
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* "sample_weight and X have incompatible shapes: " + \
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__pyx_L6:;
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":115
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* problem = csr_set_problem(values.data, indices.shape, indices.data,
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* indptr.shape, indptr.data, Y.data,
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*
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|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":121
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* nu, cache_size, C, eps, p, shrinking,
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":124
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":125
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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|
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
goto __pyx_L7;
|
|
}
|
|
__pyx_L7:;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":126
|
|
* if (param == NULL or problem == NULL):
|
|
* raise MemoryError("Seems we've run out of of memory")
|
|
* error_msg = svm_csr_check_parameter(problem, param); # <<<<<<<<<<<<<<
|
|
* if error_msg:
|
|
* free_problem(problem)
|
|
*/
|
|
__pyx_v_error_msg = svm_csr_check_parameter(__pyx_v_problem, __pyx_v_param);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":127
|
|
* raise MemoryError("Seems we've run out of of memory")
|
|
* error_msg = svm_csr_check_parameter(problem, param);
|
|
* if error_msg: # <<<<<<<<<<<<<<
|
|
* free_problem(problem)
|
|
* free_param(param)
|
|
*/
|
|
__pyx_t_14 = (__pyx_v_error_msg != 0);
|
|
if (__pyx_t_14) {
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":128
|
|
* error_msg = svm_csr_check_parameter(problem, param);
|
|
* if error_msg:
|
|
* free_problem(problem) # <<<<<<<<<<<<<<
|
|
* free_param(param)
|
|
* raise ValueError(error_msg)
|
|
*/
|
|
free_problem(__pyx_v_problem);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":129
|
|
* if error_msg:
|
|
* free_problem(problem)
|
|
* free_param(param) # <<<<<<<<<<<<<<
|
|
* raise ValueError(error_msg)
|
|
*
|
|
*/
|
|
free_param(__pyx_v_param);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":130
|
|
* free_problem(problem)
|
|
* free_param(param)
|
|
* raise ValueError(error_msg) # <<<<<<<<<<<<<<
|
|
*
|
|
* # call svm_train, this does the real work
|
|
*/
|
|
__pyx_t_3 = PyBytes_FromString(__pyx_v_error_msg); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(((PyObject *)__pyx_t_3));
|
|
__pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_5);
|
|
PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_t_3));
|
|
__Pyx_GIVEREF(((PyObject *)__pyx_t_3));
|
|
__pyx_t_3 = 0;
|
|
__pyx_t_3 = PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
|
|
__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
|
|
__Pyx_Raise(__pyx_t_3, 0, 0);
|
|
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
|
{__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
goto __pyx_L8;
|
|
}
|
|
__pyx_L8:;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":133
|
|
*
|
|
* # call svm_train, this does the real work
|
|
* model = svm_csr_train(problem, param) # <<<<<<<<<<<<<<
|
|
*
|
|
* cdef np.npy_intp SV_len = get_l(model)
|
|
*/
|
|
__pyx_v_model = svm_csr_train(__pyx_v_problem, __pyx_v_param);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":135
|
|
* model = svm_csr_train(problem, param)
|
|
*
|
|
* cdef np.npy_intp SV_len = get_l(model) # <<<<<<<<<<<<<<
|
|
* cdef np.npy_intp n_class = get_nr(model)
|
|
*
|
|
*/
|
|
__pyx_v_SV_len = get_l(__pyx_v_model);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":136
|
|
*
|
|
* cdef np.npy_intp SV_len = get_l(model)
|
|
* cdef np.npy_intp n_class = get_nr(model) # <<<<<<<<<<<<<<
|
|
*
|
|
* # copy model.sv_coef
|
|
*/
|
|
__pyx_v_n_class = get_nr(__pyx_v_model);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":141
|
|
* # we create a new array instead of resizing, otherwise
|
|
* # it would not erase previous information
|
|
* sv_coef_data.resize ((n_class-1)*SV_len, refcheck=False) # <<<<<<<<<<<<<<
|
|
* copy_sv_coef (sv_coef_data.data, model)
|
|
*
|
|
*/
|
|
__pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_sv_coef_data), __pyx_n_s__resize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_5 = PyInt_FromLong(((__pyx_v_n_class - 1) * __pyx_v_SV_len)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_GOTREF(__pyx_t_7);
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PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5);
|
|
__Pyx_GIVEREF(__pyx_t_5);
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__pyx_t_5 = 0;
|
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__pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(((PyObject *)__pyx_t_5));
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__pyx_t_4 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_GOTREF(__pyx_t_4);
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if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__refcheck), __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
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__pyx_t_4 = PyEval_CallObjectWithKeywords(__pyx_t_3, __pyx_t_7, ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_4);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
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__Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
|
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__Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
|
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__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":142
|
|
* # it would not erase previous information
|
|
* sv_coef_data.resize ((n_class-1)*SV_len, refcheck=False)
|
|
* copy_sv_coef (sv_coef_data.data, model) # <<<<<<<<<<<<<<
|
|
*
|
|
* # copy model.rho into the intercept
|
|
*/
|
|
copy_sv_coef(__pyx_v_sv_coef_data->data, __pyx_v_model);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":146
|
|
* # copy model.rho into the intercept
|
|
* # the intercept is just model.rho but with sign changed
|
|
* intercept.resize (n_class*(n_class-1)/2, refcheck=False) # <<<<<<<<<<<<<<
|
|
* copy_intercept (intercept.data, model, intercept.shape)
|
|
*
|
|
*/
|
|
__pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_v_intercept), __pyx_n_s__resize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_4);
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__pyx_t_5 = PyInt_FromLong(__Pyx_div_long((__pyx_v_n_class * (__pyx_v_n_class - 1)), 2)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_GOTREF(__pyx_t_7);
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PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5);
|
|
__Pyx_GIVEREF(__pyx_t_5);
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|
__pyx_t_5 = 0;
|
|
__pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(((PyObject *)__pyx_t_5));
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__pyx_t_3 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__refcheck), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
|
__pyx_t_3 = PyEval_CallObjectWithKeywords(__pyx_t_4, __pyx_t_7, ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
|
|
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
|
|
__Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
|
|
__Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
|
|
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":147
|
|
* # the intercept is just model.rho but with sign changed
|
|
* intercept.resize (n_class*(n_class-1)/2, refcheck=False)
|
|
* copy_intercept (intercept.data, model, intercept.shape) # <<<<<<<<<<<<<<
|
|
*
|
|
* # copy model.SV
|
|
*/
|
|
copy_intercept(__pyx_v_intercept->data, __pyx_v_model, __pyx_v_intercept->dimensions);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":153
|
|
* # TODO: custom kernel
|
|
* cdef np.npy_intp nonzero_SV
|
|
* nonzero_SV = get_nonzero_SV (model) # <<<<<<<<<<<<<<
|
|
*
|
|
* # SV_data.resize((0,0), refcheck=False) # why is this needed ?
|
|
*/
|
|
__pyx_v_nonzero_SV = get_nonzero_SV(__pyx_v_model);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":156
|
|
*
|
|
* # SV_data.resize((0,0), refcheck=False) # why is this needed ?
|
|
* SV_data.resize (nonzero_SV, refcheck=False) # <<<<<<<<<<<<<<
|
|
* SV_indices.resize (nonzero_SV, refcheck=False)
|
|
* SV_indptr.resize (<np.npy_intp> SV_len + 1, refcheck=False)
|
|
*/
|
|
__pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_SV_data), __pyx_n_s__resize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
|
|
__pyx_t_5 = __Pyx_PyInt_to_py_Py_intptr_t(__pyx_v_nonzero_SV); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_5);
|
|
__pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_7);
|
|
PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5);
|
|
__Pyx_GIVEREF(__pyx_t_5);
|
|
__pyx_t_5 = 0;
|
|
__pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(((PyObject *)__pyx_t_5));
|
|
__pyx_t_4 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_4);
|
|
if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__refcheck), __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
|
|
__pyx_t_4 = PyEval_CallObjectWithKeywords(__pyx_t_3, __pyx_t_7, ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_4);
|
|
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
|
__Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
|
|
__Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
|
|
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":157
|
|
* # SV_data.resize((0,0), refcheck=False) # why is this needed ?
|
|
* SV_data.resize (nonzero_SV, refcheck=False)
|
|
* SV_indices.resize (nonzero_SV, refcheck=False) # <<<<<<<<<<<<<<
|
|
* SV_indptr.resize (<np.npy_intp> SV_len + 1, refcheck=False)
|
|
* csr_copy_SV(SV_data.data, SV_indices.shape, SV_indices.data,
|
|
*/
|
|
__pyx_t_4 = PyObject_GetAttr(((PyObject *)__pyx_v_SV_indices), __pyx_n_s__resize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_4);
|
|
__pyx_t_5 = __Pyx_PyInt_to_py_Py_intptr_t(__pyx_v_nonzero_SV); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_5);
|
|
__pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_7);
|
|
PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5);
|
|
__Pyx_GIVEREF(__pyx_t_5);
|
|
__pyx_t_5 = 0;
|
|
__pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(((PyObject *)__pyx_t_5));
|
|
__pyx_t_3 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
|
|
if (PyDict_SetItem(__pyx_t_5, ((PyObject *)__pyx_n_s__refcheck), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
|
__pyx_t_3 = PyEval_CallObjectWithKeywords(__pyx_t_4, __pyx_t_7, ((PyObject *)__pyx_t_5)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
|
|
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
|
|
__Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
|
|
__Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0;
|
|
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":158
|
|
* SV_data.resize (nonzero_SV, refcheck=False)
|
|
* SV_indices.resize (nonzero_SV, refcheck=False)
|
|
* SV_indptr.resize (<np.npy_intp> SV_len + 1, refcheck=False) # <<<<<<<<<<<<<<
|
|
* csr_copy_SV(SV_data.data, SV_indices.shape, SV_indices.data,
|
|
* SV_indptr.shape, SV_indptr.data, model, n_features)
|
|
*/
|
|
__pyx_t_3 = PyObject_GetAttr(((PyObject *)__pyx_v_SV_indptr), __pyx_n_s__resize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_3);
|
|
__pyx_t_5 = PyInt_FromLong((__pyx_v_SV_len + 1)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_5);
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":170
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":176
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* cdef np.ndarray[np.float64_t, ndim=1, mode='c'] probB
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":177
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":178
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{
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__pyx_L10:;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":183
|
|
* probA = np.empty(1, dtype=np.float64)
|
|
* probB = np.empty(0, dtype=np.float64)
|
|
* copy_probA(probA.data, model, probA.shape) # <<<<<<<<<<<<<<
|
|
*
|
|
* svm_csr_free_and_destroy_model (&model)
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|
*/
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|
copy_probA(__pyx_v_probA->data, __pyx_v_model, __pyx_v_probA->dimensions);
|
|
goto __pyx_L9;
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|
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__pyx_L9:;
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":185
|
|
* copy_probA(probA.data, model, probA.shape)
|
|
*
|
|
* svm_csr_free_and_destroy_model (&model) # <<<<<<<<<<<<<<
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|
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|
|
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*/
|
|
svm_csr_free_and_destroy_model((&__pyx_v_model));
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":186
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|
*
|
|
* svm_csr_free_and_destroy_model (&model)
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|
|
*
|
|
*/
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|
free_problem(__pyx_v_problem);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":187
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|
* svm_csr_free_and_destroy_model (&model)
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|
|
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|
|
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|
|
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*/
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|
free_param(__pyx_v_param);
|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":189
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|
* free_param(param)
|
|
*
|
|
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*
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":193
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*
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*
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* def libsvm_sparse_predict (np.ndarray[np.float64_t, ndim=1, mode='c'] T_data, # <<<<<<<<<<<<<<
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* np.ndarray[np.int32_t, ndim=1, mode='c'] T_indices,
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* np.ndarray[np.int32_t, ndim=1, mode='c'] T_indptr,
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*/
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static PyObject *__pyx_pf_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_predict(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
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static char __pyx_doc_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_predict[] = "\n Predict values T given a model.\n\n For speed, all real work is done at the C level in function\n copy_predict (libsvm_helper.c).\n\n We have to reconstruct model and parameters to make sure we stay\n in sync with the python object.\n\n Parameters\n ----------\n X: array-like, dtype=float\n Y: array\n target vector\n\n Optional Parameters\n -------------------\n See scikits.learn.svm.predict for a complete list of parameters.\n\n Return\n ------\n dec_values : array\n predicted values.\n ";
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static PyObject *__pyx_pf_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_predict(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
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}
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|
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}
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case 8:
|
|
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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|
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}
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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}
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|
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 13:
|
|
values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__eps);
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if (likely(values[13])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 14:
|
|
values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__C);
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else {
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}
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}
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case 16:
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else {
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}
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case 17:
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values[17] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nu);
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else {
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}
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values[18] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p);
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if (likely(values[18])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 18); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
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case 19:
|
|
values[19] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shrinking);
|
|
if (likely(values[19])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 19); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
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case 20:
|
|
values[20] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probability);
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if (likely(values[20])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 20); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
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case 21:
|
|
values[21] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nSV);
|
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if (likely(values[21])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 21); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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}
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case 22:
|
|
values[22] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__label);
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if (likely(values[22])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 22); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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}
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case 23:
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|
values[23] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probA);
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if (likely(values[23])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 23); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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}
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case 24:
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values[24] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probB);
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if (likely(values[24])) kw_args--;
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, 24); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_kernel_type = __Pyx_PyInt_AsInt(values[9]); if (unlikely((__pyx_v_kernel_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_coef0 = __pyx_PyFloat_AsDouble(values[12]); if (unlikely((__pyx_v_coef0 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_weight_label = ((PyArrayObject *)values[15]);
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__pyx_v_shrinking = __Pyx_PyInt_AsInt(values[19]); if (unlikely((__pyx_v_shrinking == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_probability = __Pyx_PyInt_AsInt(values[20]); if (unlikely((__pyx_v_probability == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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__pyx_v_nSV = ((PyArrayObject *)values[21]);
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|
__pyx_v_label = ((PyArrayObject *)values[22]);
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__pyx_v_probA = ((PyArrayObject *)values[23]);
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__pyx_v_probB = ((PyArrayObject *)values[24]);
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} else if (PyTuple_GET_SIZE(__pyx_args) != 25) {
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goto __pyx_L5_argtuple_error;
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} else {
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|
__pyx_v_T_data = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 0));
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__pyx_v_T_indices = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 1));
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__pyx_v_T_indptr = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 2));
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__pyx_v_SV_data = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 3));
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__pyx_v_SV_indices = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 4));
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__pyx_v_SV_indptr = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 5));
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__pyx_v_sv_coef = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 6));
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__pyx_v_intercept = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 7));
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__pyx_v_svm_type = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 8)); if (unlikely((__pyx_v_svm_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_kernel_type = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 9)); if (unlikely((__pyx_v_kernel_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_degree = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 10)); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_gamma = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 11)); if (unlikely((__pyx_v_gamma == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_coef0 = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 12)); if (unlikely((__pyx_v_coef0 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_eps = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 13)); if (unlikely((__pyx_v_eps == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_C = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 14)); if (unlikely((__pyx_v_C == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_weight_label = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 15));
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__pyx_v_weight = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 16));
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__pyx_v_nu = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 17)); if (unlikely((__pyx_v_nu == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_p = __pyx_PyFloat_AsDouble(PyTuple_GET_ITEM(__pyx_args, 18)); if (unlikely((__pyx_v_p == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_shrinking = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 19)); if (unlikely((__pyx_v_shrinking == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_probability = __Pyx_PyInt_AsInt(PyTuple_GET_ITEM(__pyx_args, 20)); if (unlikely((__pyx_v_probability == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_nSV = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 21));
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__pyx_v_label = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 22));
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__pyx_v_probA = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 23));
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|
__pyx_v_probB = ((PyArrayObject *)PyTuple_GET_ITEM(__pyx_args, 24));
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}
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goto __pyx_L4_argument_unpacking_done;
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__pyx_L5_argtuple_error:;
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict", 1, 25, 25, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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|
__pyx_L3_error:;
|
|
__Pyx_AddTraceback("sklearn.svm.sparse.libsvm.libsvm_sparse_predict");
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__Pyx_RefNannyFinishContext();
|
|
return NULL;
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|
__pyx_v_dec_values = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None);
|
|
__pyx_bstruct_dec_values.buf = NULL;
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__pyx_bstruct_T_data.buf = NULL;
|
|
__pyx_bstruct_T_indices.buf = NULL;
|
|
__pyx_bstruct_T_indptr.buf = NULL;
|
|
__pyx_bstruct_SV_data.buf = NULL;
|
|
__pyx_bstruct_SV_indices.buf = NULL;
|
|
__pyx_bstruct_SV_indptr.buf = NULL;
|
|
__pyx_bstruct_sv_coef.buf = NULL;
|
|
__pyx_bstruct_intercept.buf = NULL;
|
|
__pyx_bstruct_weight_label.buf = NULL;
|
|
__pyx_bstruct_weight.buf = NULL;
|
|
__pyx_bstruct_nSV.buf = NULL;
|
|
__pyx_bstruct_label.buf = NULL;
|
|
__pyx_bstruct_probA.buf = NULL;
|
|
__pyx_bstruct_probB.buf = NULL;
|
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_T_data), __pyx_ptype_5numpy_ndarray, 1, "T_data", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_T_indices), __pyx_ptype_5numpy_ndarray, 1, "T_indices", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_T_indptr), __pyx_ptype_5numpy_ndarray, 1, "T_indptr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_SV_data), __pyx_ptype_5numpy_ndarray, 1, "SV_data", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 196; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_SV_indices), __pyx_ptype_5numpy_ndarray, 1, "SV_indices", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_SV_indptr), __pyx_ptype_5numpy_ndarray, 1, "SV_indptr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sv_coef), __pyx_ptype_5numpy_ndarray, 1, "sv_coef", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_intercept), __pyx_ptype_5numpy_ndarray, 1, "intercept", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weight_label), __pyx_ptype_5numpy_ndarray, 1, "weight_label", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_weight), __pyx_ptype_5numpy_ndarray, 1, "weight", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_nSV), __pyx_ptype_5numpy_ndarray, 1, "nSV", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_label), __pyx_ptype_5numpy_ndarray, 1, "label", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_probA), __pyx_ptype_5numpy_ndarray, 1, "probA", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_probB), __pyx_ptype_5numpy_ndarray, 1, "probB", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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{
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__Pyx_BufFmt_StackElem __pyx_stack[1];
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if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_T_data, (PyObject*)__pyx_v_T_data, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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}
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__pyx_bstride_0_T_data = __pyx_bstruct_T_data.strides[0];
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__pyx_bshape_0_T_data = __pyx_bstruct_T_data.shape[0];
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{
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__Pyx_BufFmt_StackElem __pyx_stack[1];
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if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_T_indices, (PyObject*)__pyx_v_T_indices, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
}
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__pyx_bstride_0_T_indices = __pyx_bstruct_T_indices.strides[0];
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__pyx_bshape_0_T_indices = __pyx_bstruct_T_indices.shape[0];
|
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{
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__Pyx_BufFmt_StackElem __pyx_stack[1];
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if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_T_indptr, (PyObject*)__pyx_v_T_indptr, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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}
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__pyx_bstride_0_T_indptr = __pyx_bstruct_T_indptr.strides[0];
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__pyx_bshape_0_T_indptr = __pyx_bstruct_T_indptr.shape[0];
|
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{
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__Pyx_BufFmt_StackElem __pyx_stack[1];
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if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_SV_data, (PyObject*)__pyx_v_SV_data, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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}
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{
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__Pyx_BufFmt_StackElem __pyx_stack[1];
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if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_SV_indices, (PyObject*)__pyx_v_SV_indices, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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}
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__pyx_bstride_0_SV_indices = __pyx_bstruct_SV_indices.strides[0];
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__pyx_bshape_0_SV_indices = __pyx_bstruct_SV_indices.shape[0];
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{
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__Pyx_BufFmt_StackElem __pyx_stack[1];
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if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_bstruct_SV_indptr, (PyObject*)__pyx_v_SV_indptr, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, PyBUF_FORMAT| PyBUF_C_CONTIGUOUS, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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}
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__pyx_bstride_0_SV_indptr = __pyx_bstruct_SV_indptr.strides[0];
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":244
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* C, eps, p, shrinking,
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* weight.data) # <<<<<<<<<<<<<<
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*
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":250
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* SV_indptr.shape, SV_indptr.data,
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* sv_coef.data, intercept.data,
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* #TODO: use check_model
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|
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|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":252
|
|
* nSV.data, label.data, probA.data, probB.data)
|
|
* #TODO: use check_model
|
|
* dec_values = np.empty(T_indptr.shape[0]-1) # <<<<<<<<<<<<<<
|
|
* if csr_copy_predict(T_data.shape, T_data.data,
|
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* T_indices.shape, T_indices.data,
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":256
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|
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|
|
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|
|
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|
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|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":257
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|
|
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|
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|
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":259
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|
* raise MemoryError("We've run out of of memory")
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|
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|
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|
|
* free_param(param)
|
|
*/
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|
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|
|
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":260
|
|
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|
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|
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|
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|
|
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|
|
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|
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|
|
|
|
/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":261
|
|
* free_model_SV(model)
|
|
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|
|
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|
|
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|
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*
|
|
*/
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|
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":262
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|
* free_model(model)
|
|
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|
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|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":267
|
|
*
|
|
*
|
|
* def libsvm_sparse_predict_proba( # <<<<<<<<<<<<<<
|
|
* np.ndarray[np.float64_t, ndim=1, mode='c'] T_data,
|
|
* np.ndarray[np.int32_t, ndim=1, mode='c'] T_indices,
|
|
*/
|
|
|
|
static PyObject *__pyx_pf_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_predict_proba(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
|
|
static char __pyx_doc_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_predict_proba[] = "\n Predict values T given a model.\n ";
|
|
static PyObject *__pyx_pf_7sklearn_3svm_6sparse_6libsvm_libsvm_sparse_predict_proba(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
|
|
PyArrayObject *__pyx_v_T_data = 0;
|
|
PyArrayObject *__pyx_v_T_indices = 0;
|
|
PyArrayObject *__pyx_v_T_indptr = 0;
|
|
PyArrayObject *__pyx_v_SV_data = 0;
|
|
PyArrayObject *__pyx_v_SV_indices = 0;
|
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PyArrayObject *__pyx_v_SV_indptr = 0;
|
|
PyArrayObject *__pyx_v_sv_coef = 0;
|
|
PyArrayObject *__pyx_v_intercept = 0;
|
|
int __pyx_v_svm_type;
|
|
int __pyx_v_kernel_type;
|
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int __pyx_v_degree;
|
|
double __pyx_v_gamma;
|
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double __pyx_v_coef0;
|
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double __pyx_v_eps;
|
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double __pyx_v_C;
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int __pyx_v_shrinking;
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int __pyx_v_probability;
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PyArrayObject *__pyx_v_dec_values;
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struct svm_parameter *__pyx_v_param;
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struct svm_csr_model *__pyx_v_model;
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npy_intp __pyx_v_n_class;
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Py_buffer __pyx_bstruct_SV_indices;
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Py_buffer __pyx_bstruct_T_data;
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Py_buffer __pyx_bstruct_SV_indptr;
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Py_buffer __pyx_bstruct_probA;
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Py_ssize_t __pyx_bstride_0_probB = 0;
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Py_buffer __pyx_bstruct_label;
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Py_buffer __pyx_bstruct_sv_coef;
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Py_buffer __pyx_bstruct_SV_data;
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Py_buffer __pyx_bstruct_weight_label;
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Py_buffer __pyx_bstruct_intercept;
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Py_buffer __pyx_bstruct_nSV;
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Py_ssize_t __pyx_bstride_0_nSV = 0;
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PyObject *__pyx_t_1 = NULL;
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int __pyx_t_7;
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PyObject *__pyx_t_9 = NULL;
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PyObject *__pyx_t_10 = NULL;
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int __pyx_t_11;
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static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__T_data,&__pyx_n_s__T_indices,&__pyx_n_s__T_indptr,&__pyx_n_s__SV_data,&__pyx_n_s__SV_indices,&__pyx_n_s__SV_indptr,&__pyx_n_s__sv_coef,&__pyx_n_s__intercept,&__pyx_n_s__svm_type,&__pyx_n_s__kernel_type,&__pyx_n_s__degree,&__pyx_n_s__gamma,&__pyx_n_s__coef0,&__pyx_n_s__eps,&__pyx_n_s__C,&__pyx_n_s__weight_label,&__pyx_n_s__weight,&__pyx_n_s__nu,&__pyx_n_s__p,&__pyx_n_s__shrinking,&__pyx_n_s__probability,&__pyx_n_s__nSV,&__pyx_n_s__label,&__pyx_n_s__probA,&__pyx_n_s__probB,0};
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__Pyx_RefNannySetupContext("libsvm_sparse_predict_proba");
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case 23: values[22] = PyTuple_GET_ITEM(__pyx_args, 22);
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case 1:
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values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__T_indices);
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 2:
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 3:
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values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__SV_data);
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 4:
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values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__SV_indices);
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if (likely(values[4])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 5:
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values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__SV_indptr);
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if (likely(values[5])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 5); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 6:
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values[6] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sv_coef);
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if (likely(values[6])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 6); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 7:
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values[7] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__intercept);
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if (likely(values[7])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 7); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 8:
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values[8] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__svm_type);
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if (likely(values[8])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 8); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 9:
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values[9] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__kernel_type);
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if (likely(values[9])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 9); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 10:
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values[10] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__degree);
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if (likely(values[10])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 10); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 11:
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values[11] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__gamma);
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if (likely(values[11])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 11); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 12:
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|
values[12] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__coef0);
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if (likely(values[12])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 12); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
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}
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case 13:
|
|
values[13] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__eps);
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if (likely(values[13])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 13); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 14:
|
|
values[14] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__C);
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if (likely(values[14])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 14); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 15:
|
|
values[15] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__weight_label);
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if (likely(values[15])) kw_args--;
|
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 15); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 16:
|
|
values[16] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__weight);
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if (likely(values[16])) kw_args--;
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 16); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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}
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case 17:
|
|
values[17] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nu);
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if (likely(values[17])) kw_args--;
|
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else {
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__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 17); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
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case 18:
|
|
values[18] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p);
|
|
if (likely(values[18])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 18); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
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case 19:
|
|
values[19] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shrinking);
|
|
if (likely(values[19])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 19); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 20:
|
|
values[20] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probability);
|
|
if (likely(values[20])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 20); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 21:
|
|
values[21] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nSV);
|
|
if (likely(values[21])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 21); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 22:
|
|
values[22] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__label);
|
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if (likely(values[22])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 22); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 23:
|
|
values[23] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probA);
|
|
if (likely(values[23])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 23); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
case 24:
|
|
values[24] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__probB);
|
|
if (likely(values[24])) kw_args--;
|
|
else {
|
|
__Pyx_RaiseArgtupleInvalid("libsvm_sparse_predict_proba", 1, 25, 25, 24); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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|
}
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}
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if (unlikely(kw_args > 0)) {
|
|
if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "libsvm_sparse_predict_proba") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
}
|
|
__pyx_v_T_data = ((PyArrayObject *)values[0]);
|
|
__pyx_v_T_indices = ((PyArrayObject *)values[1]);
|
|
__pyx_v_T_indptr = ((PyArrayObject *)values[2]);
|
|
__pyx_v_SV_data = ((PyArrayObject *)values[3]);
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|
__pyx_v_SV_indices = ((PyArrayObject *)values[4]);
|
|
__pyx_v_SV_indptr = ((PyArrayObject *)values[5]);
|
|
__pyx_v_sv_coef = ((PyArrayObject *)values[6]);
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|
__pyx_v_intercept = ((PyArrayObject *)values[7]);
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|
__pyx_v_svm_type = __Pyx_PyInt_AsInt(values[8]); if (unlikely((__pyx_v_svm_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_kernel_type = __Pyx_PyInt_AsInt(values[9]); if (unlikely((__pyx_v_kernel_type == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
|
|
__pyx_v_degree = __Pyx_PyInt_AsInt(values[10]); if (unlikely((__pyx_v_degree == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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__pyx_v_gamma = __pyx_PyFloat_AsDouble(values[11]); if (unlikely((__pyx_v_gamma == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
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|
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if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_label), __pyx_ptype_5numpy_ndarray, 1, "label", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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int __pyx_v_endian_detector;
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int __pyx_v_little_endian;
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int __pyx_v_t;
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char *__pyx_v_f;
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PyArray_Descr *__pyx_v_descr = 0;
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int __pyx_v_offset;
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int __pyx_v_hasfields;
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int __pyx_r;
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int __pyx_t_1;
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int __pyx_t_2;
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int __pyx_t_3;
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PyObject *__pyx_t_4 = NULL;
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PyObject *__pyx_t_5 = NULL;
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int __pyx_t_6;
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int __pyx_t_7;
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int __pyx_t_8;
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char *__pyx_t_9;
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__Pyx_RefNannySetupContext("__getbuffer__");
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__pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
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__Pyx_GIVEREF(__pyx_v_info->obj);
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":194
|
|
* # of flags
|
|
* cdef int copy_shape, i, ndim
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|
* cdef int endian_detector = 1 # <<<<<<<<<<<<<<
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* cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
|
|
*
|
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*/
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__pyx_v_endian_detector = 1;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":195
|
|
* cdef int copy_shape, i, ndim
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|
* cdef int endian_detector = 1
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* cdef bint little_endian = ((<char*>&endian_detector)[0] != 0) # <<<<<<<<<<<<<<
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|
*
|
|
* ndim = PyArray_NDIM(self)
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|
*/
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__pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":197
|
|
* cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
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*
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|
* ndim = PyArray_NDIM(self) # <<<<<<<<<<<<<<
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|
*
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* if sizeof(npy_intp) != sizeof(Py_ssize_t):
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*/
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__pyx_v_ndim = PyArray_NDIM(((PyArrayObject *)__pyx_v_self));
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":199
|
|
* ndim = PyArray_NDIM(self)
|
|
*
|
|
* if sizeof(npy_intp) != sizeof(Py_ssize_t): # <<<<<<<<<<<<<<
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* copy_shape = 1
|
|
* else:
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*/
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__pyx_t_1 = ((sizeof(npy_intp)) != (sizeof(Py_ssize_t)));
|
|
if (__pyx_t_1) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":200
|
|
*
|
|
* if sizeof(npy_intp) != sizeof(Py_ssize_t):
|
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* copy_shape = 1 # <<<<<<<<<<<<<<
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|
* else:
|
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* copy_shape = 0
|
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*/
|
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__pyx_v_copy_shape = 1;
|
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goto __pyx_L5;
|
|
}
|
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/*else*/ {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":202
|
|
* copy_shape = 1
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|
* else:
|
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|
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__pyx_v_copy_shape = 0;
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__pyx_L5:;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":204
|
|
* copy_shape = 0
|
|
*
|
|
* if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS) # <<<<<<<<<<<<<<
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|
* and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
|
|
* raise ValueError(u"ndarray is not C contiguous")
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*/
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__pyx_t_1 = ((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS);
|
|
if (__pyx_t_1) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":205
|
|
*
|
|
* if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
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|
* and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)): # <<<<<<<<<<<<<<
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* raise ValueError(u"ndarray is not C contiguous")
|
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*
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*/
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__pyx_t_3 = __pyx_t_2;
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} else {
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|
__pyx_t_3 = __pyx_t_1;
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}
|
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if (__pyx_t_3) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":206
|
|
* if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
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|
* 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)
|
|
*/
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__pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GIVEREF(((PyObject *)__pyx_kp_u_5));
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__pyx_t_5 = PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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{__pyx_filename = __pyx_f[1]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
goto __pyx_L6;
|
|
}
|
|
__pyx_L6:;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":208
|
|
* raise ValueError(u"ndarray is not C contiguous")
|
|
*
|
|
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|
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|
|
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|
|
if (__pyx_t_3) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":209
|
|
*
|
|
* if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
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|
* and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)): # <<<<<<<<<<<<<<
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|
* raise ValueError(u"ndarray is not Fortran contiguous")
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*
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*/
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} else {
|
|
__pyx_t_2 = __pyx_t_3;
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}
|
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if (__pyx_t_2) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":210
|
|
* if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
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* raise ValueError(u"ndarray is not Fortran contiguous") # <<<<<<<<<<<<<<
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|
*
|
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* info.buf = PyArray_DATA(self)
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*/
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__pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__Pyx_INCREF(((PyObject *)__pyx_kp_u_6));
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__pyx_t_4 = PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_4);
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|
|
goto __pyx_L7;
|
|
}
|
|
__pyx_L7:;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":212
|
|
* raise ValueError(u"ndarray is not Fortran contiguous")
|
|
*
|
|
* info.buf = PyArray_DATA(self) # <<<<<<<<<<<<<<
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|
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|
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|
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*/
|
|
__pyx_v_info->buf = PyArray_DATA(((PyArrayObject *)__pyx_v_self));
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":213
|
|
*
|
|
* info.buf = PyArray_DATA(self)
|
|
* info.ndim = ndim # <<<<<<<<<<<<<<
|
|
* if copy_shape:
|
|
* # Allocate new buffer for strides and shape info. This is allocated
|
|
*/
|
|
__pyx_v_info->ndim = __pyx_v_ndim;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":214
|
|
* info.buf = PyArray_DATA(self)
|
|
* info.ndim = ndim
|
|
* if copy_shape: # <<<<<<<<<<<<<<
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|
* # Allocate new buffer for strides and shape info. This is allocated
|
|
* # as one block, strides first.
|
|
*/
|
|
if (__pyx_v_copy_shape) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":217
|
|
* # Allocate new buffer for strides and shape info. This is allocated
|
|
* # as one block, strides first.
|
|
* info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * ndim * 2) # <<<<<<<<<<<<<<
|
|
* info.shape = info.strides + ndim
|
|
* for i in range(ndim):
|
|
*/
|
|
__pyx_v_info->strides = ((Py_ssize_t *)malloc((((sizeof(Py_ssize_t)) * __pyx_v_ndim) * 2)));
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":218
|
|
* # as one block, strides first.
|
|
* info.strides = <Py_ssize_t*>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);
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":219
|
|
* info.strides = <Py_ssize_t*>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_6 = __pyx_v_ndim;
|
|
for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
|
|
__pyx_v_i = __pyx_t_7;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":220
|
|
* 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(((PyArrayObject *)__pyx_v_self))[__pyx_v_i]);
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":221
|
|
* for i in range(ndim):
|
|
* info.strides[i] = PyArray_STRIDES(self)[i]
|
|
* info.shape[i] = PyArray_DIMS(self)[i] # <<<<<<<<<<<<<<
|
|
* else:
|
|
* info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
|
|
*/
|
|
(__pyx_v_info->shape[__pyx_v_i]) = (PyArray_DIMS(((PyArrayObject *)__pyx_v_self))[__pyx_v_i]);
|
|
}
|
|
goto __pyx_L8;
|
|
}
|
|
/*else*/ {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":223
|
|
* info.shape[i] = PyArray_DIMS(self)[i]
|
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* else:
|
|
* info.strides = <Py_ssize_t*>PyArray_STRIDES(self) # <<<<<<<<<<<<<<
|
|
* info.shape = <Py_ssize_t*>PyArray_DIMS(self)
|
|
* info.suboffsets = NULL
|
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*/
|
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__pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(((PyArrayObject *)__pyx_v_self)));
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":224
|
|
* else:
|
|
* info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
|
|
* info.shape = <Py_ssize_t*>PyArray_DIMS(self) # <<<<<<<<<<<<<<
|
|
* info.suboffsets = NULL
|
|
* info.itemsize = PyArray_ITEMSIZE(self)
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*/
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__pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(((PyArrayObject *)__pyx_v_self)));
|
|
}
|
|
__pyx_L8:;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":225
|
|
* info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
|
|
* info.shape = <Py_ssize_t*>PyArray_DIMS(self)
|
|
* info.suboffsets = NULL # <<<<<<<<<<<<<<
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|
* info.itemsize = PyArray_ITEMSIZE(self)
|
|
* info.readonly = not PyArray_ISWRITEABLE(self)
|
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*/
|
|
__pyx_v_info->suboffsets = NULL;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":226
|
|
* info.shape = <Py_ssize_t*>PyArray_DIMS(self)
|
|
* info.suboffsets = NULL
|
|
* info.itemsize = PyArray_ITEMSIZE(self) # <<<<<<<<<<<<<<
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|
* info.readonly = not PyArray_ISWRITEABLE(self)
|
|
*
|
|
*/
|
|
__pyx_v_info->itemsize = PyArray_ITEMSIZE(((PyArrayObject *)__pyx_v_self));
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":227
|
|
* info.suboffsets = NULL
|
|
* info.itemsize = PyArray_ITEMSIZE(self)
|
|
* info.readonly = not PyArray_ISWRITEABLE(self) # <<<<<<<<<<<<<<
|
|
*
|
|
* cdef int t
|
|
*/
|
|
__pyx_v_info->readonly = (!PyArray_ISWRITEABLE(((PyArrayObject *)__pyx_v_self)));
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":230
|
|
*
|
|
* cdef int t
|
|
* cdef char* f = NULL # <<<<<<<<<<<<<<
|
|
* cdef dtype descr = self.descr
|
|
* cdef list stack
|
|
*/
|
|
__pyx_v_f = NULL;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":231
|
|
* cdef int t
|
|
* cdef char* f = NULL
|
|
* cdef dtype descr = self.descr # <<<<<<<<<<<<<<
|
|
* cdef list stack
|
|
* cdef int offset
|
|
*/
|
|
__Pyx_INCREF(((PyObject *)((PyArrayObject *)__pyx_v_self)->descr));
|
|
__pyx_v_descr = ((PyArrayObject *)__pyx_v_self)->descr;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":235
|
|
* cdef int offset
|
|
*
|
|
* cdef bint hasfields = PyDataType_HASFIELDS(descr) # <<<<<<<<<<<<<<
|
|
*
|
|
* if not hasfields and not copy_shape:
|
|
*/
|
|
__pyx_v_hasfields = PyDataType_HASFIELDS(__pyx_v_descr);
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":237
|
|
* 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);
|
|
if (__pyx_t_2) {
|
|
__pyx_t_3 = (!__pyx_v_copy_shape);
|
|
__pyx_t_1 = __pyx_t_3;
|
|
} else {
|
|
__pyx_t_1 = __pyx_t_2;
|
|
}
|
|
if (__pyx_t_1) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":239
|
|
* 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;
|
|
goto __pyx_L11;
|
|
}
|
|
/*else*/ {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":242
|
|
* else:
|
|
* # need to call releasebuffer
|
|
* info.obj = self # <<<<<<<<<<<<<<
|
|
*
|
|
* if not hasfields:
|
|
*/
|
|
__Pyx_INCREF(__pyx_v_self);
|
|
__Pyx_GIVEREF(__pyx_v_self);
|
|
__Pyx_GOTREF(__pyx_v_info->obj);
|
|
__Pyx_DECREF(__pyx_v_info->obj);
|
|
__pyx_v_info->obj = __pyx_v_self;
|
|
}
|
|
__pyx_L11:;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":244
|
|
* info.obj = self
|
|
*
|
|
* if not hasfields: # <<<<<<<<<<<<<<
|
|
* t = descr.type_num
|
|
* if ((descr.byteorder == '>' and little_endian) or
|
|
*/
|
|
__pyx_t_1 = (!__pyx_v_hasfields);
|
|
if (__pyx_t_1) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":245
|
|
*
|
|
* if not hasfields:
|
|
* t = descr.type_num # <<<<<<<<<<<<<<
|
|
* if ((descr.byteorder == '>' and little_endian) or
|
|
* (descr.byteorder == '<' and not little_endian)):
|
|
*/
|
|
__pyx_v_t = __pyx_v_descr->type_num;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":246
|
|
* if not hasfields:
|
|
* t = descr.type_num
|
|
* if ((descr.byteorder == '>' and little_endian) or # <<<<<<<<<<<<<<
|
|
* (descr.byteorder == '<' and not little_endian)):
|
|
* raise ValueError(u"Non-native byte order not supported")
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_descr->byteorder == '>');
|
|
if (__pyx_t_1) {
|
|
__pyx_t_2 = __pyx_v_little_endian;
|
|
} else {
|
|
__pyx_t_2 = __pyx_t_1;
|
|
}
|
|
if (!__pyx_t_2) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":247
|
|
* t = descr.type_num
|
|
* if ((descr.byteorder == '>' and little_endian) or
|
|
* (descr.byteorder == '<' and not little_endian)): # <<<<<<<<<<<<<<
|
|
* raise ValueError(u"Non-native byte order not supported")
|
|
* if t == NPY_BYTE: f = "b"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_descr->byteorder == '<');
|
|
if (__pyx_t_1) {
|
|
__pyx_t_3 = (!__pyx_v_little_endian);
|
|
__pyx_t_8 = __pyx_t_3;
|
|
} else {
|
|
__pyx_t_8 = __pyx_t_1;
|
|
}
|
|
__pyx_t_1 = __pyx_t_8;
|
|
} else {
|
|
__pyx_t_1 = __pyx_t_2;
|
|
}
|
|
if (__pyx_t_1) {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":248
|
|
* if ((descr.byteorder == '>' and little_endian) or
|
|
* (descr.byteorder == '<' 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_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_4);
|
|
__Pyx_INCREF(((PyObject *)__pyx_kp_u_7));
|
|
PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_kp_u_7));
|
|
__Pyx_GIVEREF(((PyObject *)__pyx_kp_u_7));
|
|
__pyx_t_5 = PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
__Pyx_GOTREF(__pyx_t_5);
|
|
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
|
|
__Pyx_Raise(__pyx_t_5, 0, 0);
|
|
__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
|
|
{__pyx_filename = __pyx_f[1]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
|
goto __pyx_L13;
|
|
}
|
|
__pyx_L13:;
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":249
|
|
* (descr.byteorder == '<' 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_BYTE);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__b;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":250
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_UBYTE);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__B;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":251
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_SHORT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__h;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":252
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_USHORT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__H;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":253
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_INT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__i;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":254
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_UINT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__I;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":255
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_LONG);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__l;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":256
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_ULONG);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__L;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":257
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_LONGLONG);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__q;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":258
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_ULONGLONG);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__Q;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":259
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_FLOAT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__f;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":260
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_DOUBLE);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__d;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":261
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_LONGDOUBLE);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__g;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":262
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_CFLOAT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__Zf;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":263
|
|
* 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"
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_CDOUBLE);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__Zd;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":264
|
|
* 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:
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_CLONGDOUBLE);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__Zg;
|
|
goto __pyx_L14;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":265
|
|
* 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)
|
|
*/
|
|
__pyx_t_1 = (__pyx_v_t == NPY_OBJECT);
|
|
if (__pyx_t_1) {
|
|
__pyx_v_f = __pyx_k__O;
|
|
goto __pyx_L14;
|
|
}
|
|
/*else*/ {
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":267
|
|
* elif t == NPY_OBJECT: f = "O"
|
|
* else:
|
|
* raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t) # <<<<<<<<<<<<<<
|
|
* info.format = f
|
|
* return
|
|
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":786
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":787
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":789
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":790
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*
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":791
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":801
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":802
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":803
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*/
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":804
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* f[0] = 120 # "x"; pad byte
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*/
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(__pyx_v_offset[0]) += 1;
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}
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":806
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* offset[0] += 1
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*
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*/
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(__pyx_v_offset[0]) += __pyx_v_child->elsize;
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":808
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* offset[0] += child.itemsize
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*
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* if not PyDataType_HASFIELDS(child): # <<<<<<<<<<<<<<
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*/
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__pyx_t_6 = (!PyDataType_HASFIELDS(__pyx_v_child));
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if (__pyx_t_6) {
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":809
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*
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* if not PyDataType_HASFIELDS(child):
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* t = child.type_num # <<<<<<<<<<<<<<
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* raise RuntimeError(u"Format string allocated too short.")
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*/
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_v_t);
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__pyx_v_t = __pyx_t_3;
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__pyx_t_3 = 0;
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":810
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* if not PyDataType_HASFIELDS(child):
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* if end - f < 5: # <<<<<<<<<<<<<<
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*
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if (__pyx_t_6) {
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":811
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* t = child.type_num
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* if end - f < 5:
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* raise RuntimeError(u"Format string allocated too short.") # <<<<<<<<<<<<<<
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*
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_INCREF(((PyObject *)__pyx_kp_u_10));
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PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_kp_u_10));
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__Pyx_GIVEREF(((PyObject *)__pyx_kp_u_10));
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__pyx_t_5 = PyObject_Call(__pyx_builtin_RuntimeError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__Pyx_Raise(__pyx_t_5, 0, 0);
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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{__pyx_filename = __pyx_f[1]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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goto __pyx_L10;
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}
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__pyx_L10:;
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":814
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*
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* # Until ticket #99 is fixed, use integers to avoid warnings
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*/
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__pyx_t_5 = PyInt_FromLong(NPY_BYTE); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 814; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 814; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 814; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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(__pyx_v_f[0]) = 98;
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goto __pyx_L11;
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":815
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* # Until ticket #99 is fixed, use integers to avoid warnings
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* if t == NPY_BYTE: f[0] = 98 #"b"
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* elif t == NPY_SHORT: f[0] = 104 #"h"
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*/
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__pyx_t_3 = PyInt_FromLong(NPY_UBYTE); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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if (__pyx_t_6) {
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(__pyx_v_f[0]) = 66;
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goto __pyx_L11;
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}
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":816
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* if t == NPY_BYTE: f[0] = 98 #"b"
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* elif t == NPY_UBYTE: f[0] = 66 #"B"
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* elif t == NPY_SHORT: f[0] = 104 #"h" # <<<<<<<<<<<<<<
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* elif t == NPY_USHORT: f[0] = 72 #"H"
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* elif t == NPY_INT: f[0] = 105 #"i"
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*/
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__pyx_t_5 = PyInt_FromLong(NPY_SHORT); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 816; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 816; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 816; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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if (__pyx_t_6) {
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(__pyx_v_f[0]) = 104;
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goto __pyx_L11;
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}
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":817
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* elif t == NPY_UBYTE: f[0] = 66 #"B"
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* elif t == NPY_SHORT: f[0] = 104 #"h"
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* elif t == NPY_USHORT: f[0] = 72 #"H" # <<<<<<<<<<<<<<
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* elif t == NPY_INT: f[0] = 105 #"i"
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* elif t == NPY_UINT: f[0] = 73 #"I"
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*/
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__pyx_t_3 = PyInt_FromLong(NPY_USHORT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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if (__pyx_t_6) {
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(__pyx_v_f[0]) = 72;
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goto __pyx_L11;
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}
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":818
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|
* elif t == NPY_SHORT: f[0] = 104 #"h"
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* elif t == NPY_USHORT: f[0] = 72 #"H"
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* elif t == NPY_INT: f[0] = 105 #"i" # <<<<<<<<<<<<<<
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* elif t == NPY_UINT: f[0] = 73 #"I"
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* elif t == NPY_LONG: f[0] = 108 #"l"
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*/
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__pyx_t_5 = PyInt_FromLong(NPY_INT); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 818; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 818; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 818; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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if (__pyx_t_6) {
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(__pyx_v_f[0]) = 105;
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goto __pyx_L11;
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}
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":819
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|
* elif t == NPY_USHORT: f[0] = 72 #"H"
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* elif t == NPY_INT: f[0] = 105 #"i"
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* elif t == NPY_UINT: f[0] = 73 #"I" # <<<<<<<<<<<<<<
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|
* elif t == NPY_LONG: f[0] = 108 #"l"
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* elif t == NPY_ULONG: f[0] = 76 #"L"
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*/
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__pyx_t_3 = PyInt_FromLong(NPY_UINT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 819; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 819; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 819; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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if (__pyx_t_6) {
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(__pyx_v_f[0]) = 73;
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goto __pyx_L11;
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|
}
|
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|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":820
|
|
* elif t == NPY_INT: f[0] = 105 #"i"
|
|
* elif t == NPY_UINT: f[0] = 73 #"I"
|
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* elif t == NPY_LONG: f[0] = 108 #"l" # <<<<<<<<<<<<<<
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|
* elif t == NPY_ULONG: f[0] = 76 #"L"
|
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* elif t == NPY_LONGLONG: f[0] = 113 #"q"
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*/
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__pyx_t_5 = PyInt_FromLong(NPY_LONG); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 820; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 820; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 820; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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if (__pyx_t_6) {
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(__pyx_v_f[0]) = 108;
|
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goto __pyx_L11;
|
|
}
|
|
|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":821
|
|
* 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"
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*/
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__pyx_t_3 = PyInt_FromLong(NPY_ULONG); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 821; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 821; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_GOTREF(__pyx_t_5);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 821; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
|
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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if (__pyx_t_6) {
|
|
(__pyx_v_f[0]) = 76;
|
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goto __pyx_L11;
|
|
}
|
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|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":822
|
|
* 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"
|
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* elif t == NPY_FLOAT: f[0] = 102 #"f"
|
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*/
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__pyx_t_5 = PyInt_FromLong(NPY_LONGLONG); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_5);
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__pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
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__pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 822; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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if (__pyx_t_6) {
|
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(__pyx_v_f[0]) = 113;
|
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goto __pyx_L11;
|
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}
|
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|
|
/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/numpy.pxd":823
|
|
* 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"
|
|
*/
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__pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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#ifdef __pyx_binding_PyCFunctionType_USED
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if (__pyx_binding_PyCFunctionType_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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#endif
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/*--- Library function declarations ---*/
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/*--- Threads initialization code ---*/
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#ifdef WITH_THREAD /* Python build with threading support? */
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PyEval_InitThreads();
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/*--- Module creation code ---*/
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__pyx_m = Py_InitModule4(__Pyx_NAMESTR("libsvm"), __pyx_methods, 0, 0, PYTHON_API_VERSION);
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#else
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__pyx_m = PyModule_Create(&__pyx_moduledef);
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#endif
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if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
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#if PY_MAJOR_VERSION < 3
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Py_INCREF(__pyx_m);
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__pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME));
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if (!__pyx_b) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
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if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
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/*--- Initialize various global constants etc. ---*/
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if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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if (__pyx_module_is_main_sklearn__svm__sparse__libsvm) {
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if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s____main__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
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/*--- Builtin init code ---*/
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if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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/*--- Global init code ---*/
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/*--- Function export code ---*/
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/*--- Type import code ---*/
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__pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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/*--- Function import code ---*/
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/*--- Execution code ---*/
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":2
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|
*
|
|
* import numpy as np # <<<<<<<<<<<<<<
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|
* cimport numpy as np
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*
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*/
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__pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__numpy), 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_1);
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if (PyObject_SetAttr(__pyx_m, __pyx_n_s__np, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
|
|
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":320
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|
*
|
|
*
|
|
* def set_verbosity_wrap(int verbosity): # <<<<<<<<<<<<<<
|
|
* """
|
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* Control verbosity of libsvm library
|
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*/
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__pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(((PyObject *)__pyx_t_1));
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/* "/home/fabian/dev/scikit-learn/sklearn/svm/sparse/libsvm.pyx":2
|
|
*
|
|
* import numpy as np # <<<<<<<<<<<<<<
|
|
* cimport numpy as np
|
|
*
|
|
*/
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|
__pyx_t_2 = PyObject_GetAttr(__pyx_m, __pyx_n_s__libsvm_sparse_train); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_2);
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__pyx_t_3 = __Pyx_GetAttrString(__pyx_t_2, "__doc__"); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
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if (PyDict_SetItem(__pyx_t_1, ((PyObject *)__pyx_kp_u_11), __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__pyx_t_3 = PyObject_GetAttr(__pyx_m, __pyx_n_s_13); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_2 = __Pyx_GetAttrString(__pyx_t_3, "__doc__"); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_2);
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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
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__Pyx_GOTREF(__pyx_t_2);
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__Pyx_GOTREF(__pyx_t_3);
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__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
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__pyx_t_3 = PyObject_GetAttr(__pyx_m, __pyx_n_s__set_verbosity_wrap); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_3);
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__pyx_t_2 = __Pyx_GetAttrString(__pyx_t_3, "__doc__"); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_GOTREF(__pyx_t_2);
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__Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
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if (PyObject_SetAttr(__pyx_m, __pyx_n_s____test__, ((PyObject *)__pyx_t_1)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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__Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
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/* "/home/fabian/envs/p27/lib/python2.7/site-packages/Cython-0.13-py2.7-linux-x86_64.egg/Cython/Includes/libc/stdio.pxd":1
|
|
* # 7.19 Input/output <stdio.h> # <<<<<<<<<<<<<<
|
|
*
|
|
* cdef extern from *:
|
|
*/
|
|
goto __pyx_L0;
|
|
__pyx_L1_error:;
|
|
__Pyx_XDECREF(__pyx_t_1);
|
|
__Pyx_XDECREF(__pyx_t_2);
|
|
__Pyx_XDECREF(__pyx_t_3);
|
|
if (__pyx_m) {
|
|
__Pyx_AddTraceback("init sklearn.svm.sparse.libsvm");
|
|
Py_DECREF(__pyx_m); __pyx_m = 0;
|
|
} else if (!PyErr_Occurred()) {
|
|
PyErr_SetString(PyExc_ImportError, "init sklearn.svm.sparse.libsvm");
|
|
}
|
|
__pyx_L0:;
|
|
__Pyx_RefNannyFinishContext();
|
|
#if PY_MAJOR_VERSION < 3
|
|
return;
|
|
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|
|
return __pyx_m;
|
|
#endif
|
|
}
|
|
|
|
/* Runtime support code */
|
|
|
|
static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name) {
|
|
PyObject *result;
|
|
result = PyObject_GetAttr(dict, name);
|
|
if (!result)
|
|
PyErr_SetObject(PyExc_NameError, name);
|
|
return result;
|
|
}
|
|
|
|
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_AS_STRING(kw_name));
|
|
#endif
|
|
}
|
|
|
|
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 *number, *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";
|
|
}
|
|
number = (num_expected == 1) ? "" : "s";
|
|
PyErr_Format(PyExc_TypeError,
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
"%s() takes %s %d positional argument%s (%d given)",
|
|
#else
|
|
"%s() takes %s %zd positional argument%s (%zd given)",
|
|
#endif
|
|
func_name, more_or_less, num_expected, number, num_found);
|
|
}
|
|
|
|
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;
|
|
} else {
|
|
#if PY_MAJOR_VERSION < 3
|
|
if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) {
|
|
#else
|
|
if (unlikely(!PyUnicode_CheckExact(key)) && unlikely(!PyUnicode_Check(key))) {
|
|
#endif
|
|
goto invalid_keyword_type;
|
|
} else {
|
|
for (name = first_kw_arg; *name; name++) {
|
|
#if PY_MAJOR_VERSION >= 3
|
|
if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) &&
|
|
PyUnicode_Compare(**name, key) == 0) break;
|
|
#else
|
|
if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) &&
|
|
_PyString_Eq(**name, key)) break;
|
|
#endif
|
|
}
|
|
if (*name) {
|
|
values[name-argnames] = value;
|
|
} else {
|
|
/* unexpected keyword found */
|
|
for (name=argnames; name != first_kw_arg; name++) {
|
|
if (**name == key) goto arg_passed_twice;
|
|
#if PY_MAJOR_VERSION >= 3
|
|
if (PyUnicode_GET_SIZE(**name) == PyUnicode_GET_SIZE(key) &&
|
|
PyUnicode_Compare(**name, key) == 0) goto arg_passed_twice;
|
|
#else
|
|
if (PyString_GET_SIZE(**name) == PyString_GET_SIZE(key) &&
|
|
_PyString_Eq(**name, key)) goto arg_passed_twice;
|
|
#endif
|
|
}
|
|
if (kwds2) {
|
|
if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
|
|
} else {
|
|
goto invalid_keyword;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
return 0;
|
|
arg_passed_twice:
|
|
__Pyx_RaiseDoubleKeywordsError(function_name, **name);
|
|
goto bad;
|
|
invalid_keyword_type:
|
|
PyErr_Format(PyExc_TypeError,
|
|
"%s() keywords must be strings", function_name);
|
|
goto bad;
|
|
invalid_keyword:
|
|
PyErr_Format(PyExc_TypeError,
|
|
#if PY_MAJOR_VERSION < 3
|
|
"%s() got an unexpected keyword argument '%s'",
|
|
function_name, PyString_AsString(key));
|
|
#else
|
|
"%s() got an unexpected keyword argument '%U'",
|
|
function_name, key);
|
|
#endif
|
|
bad:
|
|
return -1;
|
|
}
|
|
|
|
static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
|
|
const char *name, int exact)
|
|
{
|
|
if (!type) {
|
|
PyErr_Format(PyExc_SystemError, "Missing type object");
|
|
return 0;
|
|
}
|
|
if (none_allowed && obj == Py_None) return 1;
|
|
else if (exact) {
|
|
if (Py_TYPE(obj) == type) return 1;
|
|
}
|
|
else {
|
|
if (PyObject_TypeCheck(obj, type)) return 1;
|
|
}
|
|
PyErr_Format(PyExc_TypeError,
|
|
"Argument '%s' has incorrect type (expected %s, got %s)",
|
|
name, type->tp_name, Py_TYPE(obj)->tp_name);
|
|
return 0;
|
|
}
|
|
|
|
static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
|
|
unsigned int n = 1;
|
|
return *(unsigned char*)(&n) != 0;
|
|
}
|
|
|
|
typedef struct {
|
|
__Pyx_StructField root;
|
|
__Pyx_BufFmt_StackElem* head;
|
|
size_t fmt_offset;
|
|
int new_count, enc_count;
|
|
int is_complex;
|
|
char enc_type;
|
|
char packmode;
|
|
} __Pyx_BufFmt_Context;
|
|
|
|
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->packmode = '@';
|
|
ctx->new_count = 1;
|
|
ctx->enc_count = 0;
|
|
ctx->enc_type = 0;
|
|
ctx->is_complex = 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 void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
|
|
char msg[] = {ch, 0};
|
|
PyErr_Format(PyExc_ValueError, "Unexpected format string character: '%s'", msg);
|
|
}
|
|
|
|
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
|
|
switch (ch) {
|
|
case 'b': return "'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 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': 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': 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_s_long_long;
|
|
#endif
|
|
|
|
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) {
|
|
switch (ch) {
|
|
case '?': case 'c': case 'b': case 'B': 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_s_long_long) - 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;
|
|
}
|
|
}
|
|
|
|
static size_t __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
|
|
switch (ch) {
|
|
case 'c': case 'b': case 'h': case 'i': case 'l': case 'q': 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;
|
|
if (ctx->enc_type == 0) return 0;
|
|
group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
|
|
do {
|
|
__Pyx_StructField* field = ctx->head->field;
|
|
__Pyx_TypeInfo* type = field->type;
|
|
|
|
if (ctx->packmode == '@' || ctx->packmode == '^') {
|
|
size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
|
|
} else {
|
|
size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
|
|
}
|
|
if (ctx->packmode == '@') {
|
|
int align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
|
|
int 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 (type->size != size || type->typegroup != group) {
|
|
if (type->typegroup == 'C' && type->fields != NULL) {
|
|
/* special case -- treat as struct rather than complex number */
|
|
size_t parent_offset = ctx->head->parent_offset + field->offset;
|
|
++ctx->head;
|
|
ctx->head->field = type->fields;
|
|
ctx->head->parent_offset = parent_offset;
|
|
continue;
|
|
}
|
|
|
|
__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 %"PY_FORMAT_SIZE_T"d "
|
|
"but %"PY_FORMAT_SIZE_T"d expected", ctx->fmt_offset, offset);
|
|
return -1;
|
|
}
|
|
|
|
ctx->fmt_offset += size;
|
|
|
|
--ctx->enc_count; /* Consume from buffer string */
|
|
|
|
/* Done checking, move to next field, pushing or popping struct stack if needed */
|
|
while (1) {
|
|
if (field == &ctx->root) {
|
|
ctx->head = NULL;
|
|
if (ctx->enc_count != 0) {
|
|
__Pyx_BufFmt_RaiseExpected(ctx);
|
|
return -1;
|
|
}
|
|
break; /* breaks both loops as ctx->enc_count == 0 */
|
|
}
|
|
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; /* empty struct */
|
|
field = field->type->fields;
|
|
++ctx->head;
|
|
ctx->head->field = field;
|
|
ctx->head->parent_offset = parent_offset;
|
|
break;
|
|
} else {
|
|
break;
|
|
}
|
|
}
|
|
} while (ctx->enc_count);
|
|
ctx->enc_type = 0;
|
|
ctx->is_complex = 0;
|
|
return 0;
|
|
}
|
|
|
|
static int __Pyx_BufFmt_FirstPack(__Pyx_BufFmt_Context* ctx) {
|
|
if (ctx->enc_type != 0 || ctx->packmode != '@') {
|
|
PyErr_SetString(PyExc_ValueError, "Buffer packing mode currently only allowed at beginning of format string (this is a defect)");
|
|
return -1;
|
|
}
|
|
return 0;
|
|
}
|
|
|
|
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
|
|
int got_Z = 0;
|
|
while (1) {
|
|
switch(*ts) {
|
|
case 0:
|
|
if (ctx->enc_type != 0 && ctx->head == NULL) {
|
|
__Pyx_BufFmt_RaiseExpected(ctx);
|
|
return NULL;
|
|
}
|
|
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
|
|
if (ctx->head != NULL) {
|
|
__Pyx_BufFmt_RaiseExpected(ctx);
|
|
return NULL;
|
|
}
|
|
return ts;
|
|
case ' ':
|
|
case 10:
|
|
case 13:
|
|
++ts;
|
|
break;
|
|
case '<':
|
|
if (!__Pyx_IsLittleEndian()) {
|
|
PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
|
|
return NULL;
|
|
}
|
|
if (__Pyx_BufFmt_FirstPack(ctx) == -1) return NULL;
|
|
ctx->packmode = '=';
|
|
++ts;
|
|
break;
|
|
case '>':
|
|
case '!':
|
|
if (__Pyx_IsLittleEndian()) {
|
|
PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
|
|
return NULL;
|
|
}
|
|
if (__Pyx_BufFmt_FirstPack(ctx) == -1) return NULL;
|
|
ctx->packmode = '=';
|
|
++ts;
|
|
break;
|
|
case '=':
|
|
case '@':
|
|
case '^':
|
|
if (__Pyx_BufFmt_FirstPack(ctx) == -1) return NULL;
|
|
ctx->packmode = *ts++;
|
|
break;
|
|
case 'T': /* substruct */
|
|
{
|
|
int i;
|
|
const char* ts_after_sub;
|
|
int struct_count = ctx->new_count;
|
|
ctx->new_count = 1;
|
|
++ts;
|
|
if (*ts != '{') {
|
|
PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
|
|
return NULL;
|
|
}
|
|
++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;
|
|
}
|
|
break;
|
|
case '}': /* end of substruct; either repeat or move on */
|
|
++ts;
|
|
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;
|
|
++ts;
|
|
break;
|
|
case 'Z':
|
|
got_Z = 1;
|
|
++ts;
|
|
if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
|
|
__Pyx_BufFmt_RaiseUnexpectedChar('Z');
|
|
return NULL;
|
|
} /* fall through */
|
|
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':
|
|
if (ctx->enc_type == *ts && got_Z == ctx->is_complex) {
|
|
/* Continue pooling same type */
|
|
ctx->enc_count += ctx->new_count;
|
|
} else {
|
|
/* New type */
|
|
if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
|
|
ctx->enc_count = ctx->new_count;
|
|
ctx->enc_type = *ts;
|
|
ctx->is_complex = got_Z;
|
|
}
|
|
++ts;
|
|
ctx->new_count = 1;
|
|
got_Z = 0;
|
|
break;
|
|
default:
|
|
{
|
|
ctx->new_count = __Pyx_BufFmt_ParseNumber(&ts);
|
|
if (ctx->new_count == -1) { /* First char was not a digit */
|
|
char msg[2] = { *ts, 0 };
|
|
PyErr_Format(PyExc_ValueError,
|
|
"Does not understand character buffer dtype format string ('%s')", msg);
|
|
return NULL;
|
|
}
|
|
}
|
|
|
|
}
|
|
}
|
|
}
|
|
|
|
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) {
|
|
__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 (%"PY_FORMAT_SIZE_T"d byte%s) does not match size of '%s' (%"PY_FORMAT_SIZE_T"d byte%s)",
|
|
buf->itemsize, (buf->itemsize > 1) ? "s" : "",
|
|
dtype->name,
|
|
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);
|
|
}
|
|
|
|
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
|
|
if (unlikely(!type)) {
|
|
PyErr_Format(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;
|
|
}
|
|
|
|
static void __Pyx_RaiseBufferFallbackError(void) {
|
|
PyErr_Format(PyExc_ValueError,
|
|
"Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
|
|
}
|
|
|
|
|
|
static CYTHON_INLINE long __Pyx_div_long(long a, long b) {
|
|
long q = a / b;
|
|
long r = a - q*b;
|
|
q -= ((r != 0) & ((r ^ b) < 0));
|
|
return q;
|
|
}
|
|
|
|
static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) {
|
|
PyObject *tmp_type, *tmp_value, *tmp_tb;
|
|
PyThreadState *tstate = PyThreadState_GET();
|
|
|
|
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_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) {
|
|
PyThreadState *tstate = PyThreadState_GET();
|
|
*type = tstate->curexc_type;
|
|
*value = tstate->curexc_value;
|
|
*tb = tstate->curexc_traceback;
|
|
|
|
tstate->curexc_type = 0;
|
|
tstate->curexc_value = 0;
|
|
tstate->curexc_traceback = 0;
|
|
}
|
|
|
|
|
|
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
|
|
PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
|
|
}
|
|
|
|
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
|
|
PyErr_Format(PyExc_ValueError,
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
"need more than %d value%s to unpack", (int)index,
|
|
#else
|
|
"need more than %zd value%s to unpack", index,
|
|
#endif
|
|
(index == 1) ? "" : "s");
|
|
}
|
|
|
|
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
|
|
PyErr_Format(PyExc_ValueError,
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
"too many values to unpack (expected %d)", (int)expected);
|
|
#else
|
|
"too many values to unpack (expected %zd)", expected);
|
|
#endif
|
|
}
|
|
|
|
static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
|
|
if (t == Py_None) {
|
|
__Pyx_RaiseNoneNotIterableError();
|
|
} else if (PyTuple_GET_SIZE(t) < index) {
|
|
__Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
|
|
} else {
|
|
__Pyx_RaiseTooManyValuesError(index);
|
|
}
|
|
}
|
|
|
|
#if PY_MAJOR_VERSION < 3
|
|
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
|
|
#if PY_VERSION_HEX >= 0x02060000
|
|
if (Py_TYPE(obj)->tp_flags & Py_TPFLAGS_HAVE_NEWBUFFER)
|
|
return PyObject_GetBuffer(obj, view, flags);
|
|
#endif
|
|
if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pf_5numpy_7ndarray___getbuffer__(obj, view, flags);
|
|
else {
|
|
PyErr_Format(PyExc_TypeError, "'%100s' 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) {
|
|
if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) __pyx_pf_5numpy_7ndarray___releasebuffer__(obj, view);
|
|
Py_DECREF(obj);
|
|
view->obj = NULL;
|
|
}
|
|
}
|
|
|
|
#endif
|
|
|
|
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list) {
|
|
PyObject *py_import = 0;
|
|
PyObject *empty_list = 0;
|
|
PyObject *module = 0;
|
|
PyObject *global_dict = 0;
|
|
PyObject *empty_dict = 0;
|
|
PyObject *list;
|
|
py_import = __Pyx_GetAttrString(__pyx_b, "__import__");
|
|
if (!py_import)
|
|
goto bad;
|
|
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;
|
|
module = PyObject_CallFunctionObjArgs(py_import,
|
|
name, global_dict, empty_dict, list, NULL);
|
|
bad:
|
|
Py_XDECREF(empty_list);
|
|
Py_XDECREF(py_import);
|
|
Py_XDECREF(empty_dict);
|
|
return module;
|
|
}
|
|
|
|
static CYTHON_INLINE PyObject *__Pyx_PyInt_to_py_Py_intptr_t(Py_intptr_t val) {
|
|
const Py_intptr_t neg_one = (Py_intptr_t)-1, const_zero = (Py_intptr_t)0;
|
|
const int is_unsigned = const_zero < neg_one;
|
|
if ((sizeof(Py_intptr_t) == sizeof(char)) ||
|
|
(sizeof(Py_intptr_t) == sizeof(short))) {
|
|
return PyInt_FromLong((long)val);
|
|
} else if ((sizeof(Py_intptr_t) == sizeof(int)) ||
|
|
(sizeof(Py_intptr_t) == sizeof(long))) {
|
|
if (is_unsigned)
|
|
return PyLong_FromUnsignedLong((unsigned long)val);
|
|
else
|
|
return PyInt_FromLong((long)val);
|
|
} else if (sizeof(Py_intptr_t) == sizeof(PY_LONG_LONG)) {
|
|
if (is_unsigned)
|
|
return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)val);
|
|
else
|
|
return PyLong_FromLongLong((PY_LONG_LONG)val);
|
|
} else {
|
|
int one = 1; int little = (int)*(unsigned char *)&one;
|
|
unsigned char *bytes = (unsigned char *)&val;
|
|
return _PyLong_FromByteArray(bytes, sizeof(Py_intptr_t),
|
|
little, !is_unsigned);
|
|
}
|
|
}
|
|
|
|
#if PY_MAJOR_VERSION < 3
|
|
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb) {
|
|
Py_XINCREF(type);
|
|
Py_XINCREF(value);
|
|
Py_XINCREF(tb);
|
|
/* First, check the traceback argument, replacing None with NULL. */
|
|
if (tb == Py_None) {
|
|
Py_DECREF(tb);
|
|
tb = 0;
|
|
}
|
|
else if (tb != NULL && !PyTraceBack_Check(tb)) {
|
|
PyErr_SetString(PyExc_TypeError,
|
|
"raise: arg 3 must be a traceback or None");
|
|
goto raise_error;
|
|
}
|
|
/* Next, replace a missing value with None */
|
|
if (value == NULL) {
|
|
value = Py_None;
|
|
Py_INCREF(value);
|
|
}
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
if (!PyClass_Check(type))
|
|
#else
|
|
if (!PyType_Check(type))
|
|
#endif
|
|
{
|
|
/* Raising an instance. The value should be a dummy. */
|
|
if (value != Py_None) {
|
|
PyErr_SetString(PyExc_TypeError,
|
|
"instance exception may not have a separate value");
|
|
goto raise_error;
|
|
}
|
|
/* Normalize to raise <class>, <instance> */
|
|
Py_DECREF(value);
|
|
value = type;
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
if (PyInstance_Check(type)) {
|
|
type = (PyObject*) ((PyInstanceObject*)type)->in_class;
|
|
Py_INCREF(type);
|
|
}
|
|
else {
|
|
type = 0;
|
|
PyErr_SetString(PyExc_TypeError,
|
|
"raise: exception must be an old-style class or instance");
|
|
goto raise_error;
|
|
}
|
|
#else
|
|
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;
|
|
}
|
|
#endif
|
|
}
|
|
|
|
__Pyx_ErrRestore(type, value, tb);
|
|
return;
|
|
raise_error:
|
|
Py_XDECREF(value);
|
|
Py_XDECREF(type);
|
|
Py_XDECREF(tb);
|
|
return;
|
|
}
|
|
|
|
#else /* Python 3+ */
|
|
|
|
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb) {
|
|
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)) {
|
|
PyErr_SetString(PyExc_TypeError,
|
|
"raise: exception class must be a subclass of BaseException");
|
|
goto bad;
|
|
}
|
|
|
|
PyErr_SetObject(type, value);
|
|
|
|
if (tb) {
|
|
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);
|
|
}
|
|
}
|
|
|
|
bad:
|
|
return;
|
|
}
|
|
#endif
|
|
|
|
#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
|
|
|
|
#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;
|
|
}
|
|
/*
|
|
static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) {
|
|
#if HAVE_HYPOT
|
|
return hypotf(z.real, z.imag);
|
|
#else
|
|
return sqrtf(z.real*z.real + z.imag*z.imag);
|
|
#endif
|
|
}
|
|
*/
|
|
#endif
|
|
|
|
#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
|
|
|
|
#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;
|
|
}
|
|
/*
|
|
static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) {
|
|
#if HAVE_HYPOT
|
|
return hypot(z.real, z.imag);
|
|
#else
|
|
return sqrt(z.real*z.real + z.imag*z.imag);
|
|
#endif
|
|
}
|
|
*/
|
|
#endif
|
|
|
|
static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) {
|
|
const unsigned char neg_one = (unsigned char)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(unsigned char) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(unsigned char)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to unsigned char" :
|
|
"value too large to convert to unsigned char");
|
|
}
|
|
return (unsigned char)-1;
|
|
}
|
|
return (unsigned char)val;
|
|
}
|
|
return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) {
|
|
const unsigned short neg_one = (unsigned short)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(unsigned short) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(unsigned short)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to unsigned short" :
|
|
"value too large to convert to unsigned short");
|
|
}
|
|
return (unsigned short)-1;
|
|
}
|
|
return (unsigned short)val;
|
|
}
|
|
return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) {
|
|
const unsigned int neg_one = (unsigned int)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(unsigned int) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(unsigned int)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to unsigned int" :
|
|
"value too large to convert to unsigned int");
|
|
}
|
|
return (unsigned int)-1;
|
|
}
|
|
return (unsigned int)val;
|
|
}
|
|
return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) {
|
|
const char neg_one = (char)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(char) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(char)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to char" :
|
|
"value too large to convert to char");
|
|
}
|
|
return (char)-1;
|
|
}
|
|
return (char)val;
|
|
}
|
|
return (char)__Pyx_PyInt_AsLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) {
|
|
const short neg_one = (short)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(short) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(short)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to short" :
|
|
"value too large to convert to short");
|
|
}
|
|
return (short)-1;
|
|
}
|
|
return (short)val;
|
|
}
|
|
return (short)__Pyx_PyInt_AsLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) {
|
|
const int neg_one = (int)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(int) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(int)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to int" :
|
|
"value too large to convert to int");
|
|
}
|
|
return (int)-1;
|
|
}
|
|
return (int)val;
|
|
}
|
|
return (int)__Pyx_PyInt_AsLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) {
|
|
const signed char neg_one = (signed char)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(signed char) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(signed char)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to signed char" :
|
|
"value too large to convert to signed char");
|
|
}
|
|
return (signed char)-1;
|
|
}
|
|
return (signed char)val;
|
|
}
|
|
return (signed char)__Pyx_PyInt_AsSignedLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) {
|
|
const signed short neg_one = (signed short)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(signed short) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(signed short)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to signed short" :
|
|
"value too large to convert to signed short");
|
|
}
|
|
return (signed short)-1;
|
|
}
|
|
return (signed short)val;
|
|
}
|
|
return (signed short)__Pyx_PyInt_AsSignedLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) {
|
|
const signed int neg_one = (signed int)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(signed int) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(signed int)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to signed int" :
|
|
"value too large to convert to signed int");
|
|
}
|
|
return (signed int)-1;
|
|
}
|
|
return (signed int)val;
|
|
}
|
|
return (signed int)__Pyx_PyInt_AsSignedLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) {
|
|
const int neg_one = (int)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
if (sizeof(int) < sizeof(long)) {
|
|
long val = __Pyx_PyInt_AsLong(x);
|
|
if (unlikely(val != (long)(int)val)) {
|
|
if (!unlikely(val == -1 && PyErr_Occurred())) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
(is_unsigned && unlikely(val < 0)) ?
|
|
"can't convert negative value to int" :
|
|
"value too large to convert to int");
|
|
}
|
|
return (int)-1;
|
|
}
|
|
return (int)val;
|
|
}
|
|
return (int)__Pyx_PyInt_AsLong(x);
|
|
}
|
|
|
|
static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) {
|
|
const unsigned long neg_one = (unsigned long)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (likely(PyInt_Check(x))) {
|
|
long val = PyInt_AS_LONG(x);
|
|
if (is_unsigned && unlikely(val < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to unsigned long");
|
|
return (unsigned long)-1;
|
|
}
|
|
return (unsigned long)val;
|
|
} else
|
|
#endif
|
|
if (likely(PyLong_Check(x))) {
|
|
if (is_unsigned) {
|
|
if (unlikely(Py_SIZE(x) < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to unsigned long");
|
|
return (unsigned long)-1;
|
|
}
|
|
return PyLong_AsUnsignedLong(x);
|
|
} else {
|
|
return PyLong_AsLong(x);
|
|
}
|
|
} else {
|
|
unsigned long val;
|
|
PyObject *tmp = __Pyx_PyNumber_Int(x);
|
|
if (!tmp) return (unsigned long)-1;
|
|
val = __Pyx_PyInt_AsUnsignedLong(tmp);
|
|
Py_DECREF(tmp);
|
|
return val;
|
|
}
|
|
}
|
|
|
|
static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) {
|
|
const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (likely(PyInt_Check(x))) {
|
|
long val = PyInt_AS_LONG(x);
|
|
if (is_unsigned && unlikely(val < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to unsigned PY_LONG_LONG");
|
|
return (unsigned PY_LONG_LONG)-1;
|
|
}
|
|
return (unsigned PY_LONG_LONG)val;
|
|
} else
|
|
#endif
|
|
if (likely(PyLong_Check(x))) {
|
|
if (is_unsigned) {
|
|
if (unlikely(Py_SIZE(x) < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to unsigned PY_LONG_LONG");
|
|
return (unsigned PY_LONG_LONG)-1;
|
|
}
|
|
return PyLong_AsUnsignedLongLong(x);
|
|
} else {
|
|
return PyLong_AsLongLong(x);
|
|
}
|
|
} else {
|
|
unsigned PY_LONG_LONG val;
|
|
PyObject *tmp = __Pyx_PyNumber_Int(x);
|
|
if (!tmp) return (unsigned PY_LONG_LONG)-1;
|
|
val = __Pyx_PyInt_AsUnsignedLongLong(tmp);
|
|
Py_DECREF(tmp);
|
|
return val;
|
|
}
|
|
}
|
|
|
|
static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) {
|
|
const long neg_one = (long)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (likely(PyInt_Check(x))) {
|
|
long val = PyInt_AS_LONG(x);
|
|
if (is_unsigned && unlikely(val < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to long");
|
|
return (long)-1;
|
|
}
|
|
return (long)val;
|
|
} else
|
|
#endif
|
|
if (likely(PyLong_Check(x))) {
|
|
if (is_unsigned) {
|
|
if (unlikely(Py_SIZE(x) < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to long");
|
|
return (long)-1;
|
|
}
|
|
return PyLong_AsUnsignedLong(x);
|
|
} else {
|
|
return PyLong_AsLong(x);
|
|
}
|
|
} else {
|
|
long val;
|
|
PyObject *tmp = __Pyx_PyNumber_Int(x);
|
|
if (!tmp) return (long)-1;
|
|
val = __Pyx_PyInt_AsLong(tmp);
|
|
Py_DECREF(tmp);
|
|
return val;
|
|
}
|
|
}
|
|
|
|
static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) {
|
|
const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (likely(PyInt_Check(x))) {
|
|
long val = PyInt_AS_LONG(x);
|
|
if (is_unsigned && unlikely(val < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to PY_LONG_LONG");
|
|
return (PY_LONG_LONG)-1;
|
|
}
|
|
return (PY_LONG_LONG)val;
|
|
} else
|
|
#endif
|
|
if (likely(PyLong_Check(x))) {
|
|
if (is_unsigned) {
|
|
if (unlikely(Py_SIZE(x) < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to PY_LONG_LONG");
|
|
return (PY_LONG_LONG)-1;
|
|
}
|
|
return PyLong_AsUnsignedLongLong(x);
|
|
} else {
|
|
return PyLong_AsLongLong(x);
|
|
}
|
|
} else {
|
|
PY_LONG_LONG val;
|
|
PyObject *tmp = __Pyx_PyNumber_Int(x);
|
|
if (!tmp) return (PY_LONG_LONG)-1;
|
|
val = __Pyx_PyInt_AsLongLong(tmp);
|
|
Py_DECREF(tmp);
|
|
return val;
|
|
}
|
|
}
|
|
|
|
static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) {
|
|
const signed long neg_one = (signed long)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (likely(PyInt_Check(x))) {
|
|
long val = PyInt_AS_LONG(x);
|
|
if (is_unsigned && unlikely(val < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to signed long");
|
|
return (signed long)-1;
|
|
}
|
|
return (signed long)val;
|
|
} else
|
|
#endif
|
|
if (likely(PyLong_Check(x))) {
|
|
if (is_unsigned) {
|
|
if (unlikely(Py_SIZE(x) < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to signed long");
|
|
return (signed long)-1;
|
|
}
|
|
return PyLong_AsUnsignedLong(x);
|
|
} else {
|
|
return PyLong_AsLong(x);
|
|
}
|
|
} else {
|
|
signed long val;
|
|
PyObject *tmp = __Pyx_PyNumber_Int(x);
|
|
if (!tmp) return (signed long)-1;
|
|
val = __Pyx_PyInt_AsSignedLong(tmp);
|
|
Py_DECREF(tmp);
|
|
return val;
|
|
}
|
|
}
|
|
|
|
static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) {
|
|
const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0;
|
|
const int is_unsigned = neg_one > const_zero;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (likely(PyInt_Check(x))) {
|
|
long val = PyInt_AS_LONG(x);
|
|
if (is_unsigned && unlikely(val < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to signed PY_LONG_LONG");
|
|
return (signed PY_LONG_LONG)-1;
|
|
}
|
|
return (signed PY_LONG_LONG)val;
|
|
} else
|
|
#endif
|
|
if (likely(PyLong_Check(x))) {
|
|
if (is_unsigned) {
|
|
if (unlikely(Py_SIZE(x) < 0)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"can't convert negative value to signed PY_LONG_LONG");
|
|
return (signed PY_LONG_LONG)-1;
|
|
}
|
|
return PyLong_AsUnsignedLongLong(x);
|
|
} else {
|
|
return PyLong_AsLongLong(x);
|
|
}
|
|
} else {
|
|
signed PY_LONG_LONG val;
|
|
PyObject *tmp = __Pyx_PyNumber_Int(x);
|
|
if (!tmp) return (signed PY_LONG_LONG)-1;
|
|
val = __Pyx_PyInt_AsSignedLongLong(tmp);
|
|
Py_DECREF(tmp);
|
|
return val;
|
|
}
|
|
}
|
|
|
|
#ifndef __PYX_HAVE_RT_ImportType
|
|
#define __PYX_HAVE_RT_ImportType
|
|
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
|
|
long size, int strict)
|
|
{
|
|
PyObject *py_module = 0;
|
|
PyObject *result = 0;
|
|
PyObject *py_name = 0;
|
|
char warning[200];
|
|
|
|
py_module = __Pyx_ImportModule(module_name);
|
|
if (!py_module)
|
|
goto bad;
|
|
#if PY_MAJOR_VERSION < 3
|
|
py_name = PyString_FromString(class_name);
|
|
#else
|
|
py_name = PyUnicode_FromString(class_name);
|
|
#endif
|
|
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,
|
|
"%s.%s is not a type object",
|
|
module_name, class_name);
|
|
goto bad;
|
|
}
|
|
if (!strict && ((PyTypeObject *)result)->tp_basicsize > size) {
|
|
PyOS_snprintf(warning, sizeof(warning),
|
|
"%s.%s size changed, may indicate binary incompatibility",
|
|
module_name, class_name);
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
PyErr_Warn(NULL, warning);
|
|
#else
|
|
PyErr_WarnEx(NULL, warning, 0);
|
|
#endif
|
|
}
|
|
else if (((PyTypeObject *)result)->tp_basicsize != size) {
|
|
PyErr_Format(PyExc_ValueError,
|
|
"%s.%s has the wrong size, try recompiling",
|
|
module_name, class_name);
|
|
goto bad;
|
|
}
|
|
return (PyTypeObject *)result;
|
|
bad:
|
|
Py_XDECREF(py_module);
|
|
Py_XDECREF(result);
|
|
return 0;
|
|
}
|
|
#endif
|
|
|
|
#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;
|
|
|
|
#if PY_MAJOR_VERSION < 3
|
|
py_name = PyString_FromString(name);
|
|
#else
|
|
py_name = PyUnicode_FromString(name);
|
|
#endif
|
|
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
|
|
|
|
#include "compile.h"
|
|
#include "frameobject.h"
|
|
#include "traceback.h"
|
|
|
|
static void __Pyx_AddTraceback(const char *funcname) {
|
|
PyObject *py_srcfile = 0;
|
|
PyObject *py_funcname = 0;
|
|
PyObject *py_globals = 0;
|
|
PyCodeObject *py_code = 0;
|
|
PyFrameObject *py_frame = 0;
|
|
|
|
#if PY_MAJOR_VERSION < 3
|
|
py_srcfile = PyString_FromString(__pyx_filename);
|
|
#else
|
|
py_srcfile = PyUnicode_FromString(__pyx_filename);
|
|
#endif
|
|
if (!py_srcfile) goto bad;
|
|
if (__pyx_clineno) {
|
|
#if PY_MAJOR_VERSION < 3
|
|
py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, __pyx_clineno);
|
|
#else
|
|
py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, __pyx_clineno);
|
|
#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_globals = PyModule_GetDict(__pyx_m);
|
|
if (!py_globals) goto bad;
|
|
py_code = PyCode_New(
|
|
0, /*int argcount,*/
|
|
#if PY_MAJOR_VERSION >= 3
|
|
0, /*int kwonlyargcount,*/
|
|
#endif
|
|
0, /*int nlocals,*/
|
|
0, /*int stacksize,*/
|
|
0, /*int flags,*/
|
|
__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,*/
|
|
__pyx_lineno, /*int firstlineno,*/
|
|
__pyx_empty_bytes /*PyObject *lnotab*/
|
|
);
|
|
if (!py_code) goto bad;
|
|
py_frame = PyFrame_New(
|
|
PyThreadState_GET(), /*PyThreadState *tstate,*/
|
|
py_code, /*PyCodeObject *code,*/
|
|
py_globals, /*PyObject *globals,*/
|
|
0 /*PyObject *locals*/
|
|
);
|
|
if (!py_frame) goto bad;
|
|
py_frame->f_lineno = __pyx_lineno;
|
|
PyTraceBack_Here(py_frame);
|
|
bad:
|
|
Py_XDECREF(py_srcfile);
|
|
Py_XDECREF(py_funcname);
|
|
Py_XDECREF(py_code);
|
|
Py_XDECREF(py_frame);
|
|
}
|
|
|
|
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 /* Python 3+ has unicode identifiers */
|
|
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;
|
|
}
|
|
|
|
/* Type Conversion Functions */
|
|
|
|
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_Int(PyObject* x) {
|
|
PyNumberMethods *m;
|
|
const char *name = NULL;
|
|
PyObject *res = NULL;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
if (PyInt_Check(x) || PyLong_Check(x))
|
|
#else
|
|
if (PyLong_Check(x))
|
|
#endif
|
|
return Py_INCREF(x), x;
|
|
m = Py_TYPE(x)->tp_as_number;
|
|
#if PY_VERSION_HEX < 0x03000000
|
|
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_VERSION_HEX < 0x03000000
|
|
if (!PyInt_Check(res) && !PyLong_Check(res)) {
|
|
#else
|
|
if (!PyLong_Check(res)) {
|
|
#endif
|
|
PyErr_Format(PyExc_TypeError,
|
|
"__%s__ returned non-%s (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 = 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) {
|
|
#if PY_VERSION_HEX < 0x02050000
|
|
if (ival <= LONG_MAX)
|
|
return PyInt_FromLong((long)ival);
|
|
else {
|
|
unsigned char *bytes = (unsigned char *) &ival;
|
|
int one = 1; int little = (int)*(unsigned char*)&one;
|
|
return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0);
|
|
}
|
|
#else
|
|
return PyInt_FromSize_t(ival);
|
|
#endif
|
|
}
|
|
|
|
static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) {
|
|
unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x);
|
|
if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) {
|
|
return (size_t)-1;
|
|
} else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) {
|
|
PyErr_SetString(PyExc_OverflowError,
|
|
"value too large to convert to size_t");
|
|
return (size_t)-1;
|
|
}
|
|
return (size_t)val;
|
|
}
|
|
|
|
|
|
#endif /* Py_PYTHON_H */
|