/* Generated by Cython 0.15.1+ on Mon Nov  7 23:13:01 2011 */

#define PY_SSIZE_T_CLEAN
#include "Python.h"
#ifndef Py_PYTHON_H
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#elif PY_VERSION_HEX < 0x02040000
    #error Cython requires Python 2.4+.
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#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
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  #define PyBytes_FromStringAndSize    PyString_FromStringAndSize
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  #define PyBytes_DecodeEscape         PyString_DecodeEscape
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  #define PyBytes_AsStringAndSize      PyString_AsStringAndSize
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  #define PyInt_FromString             PyLong_FromString
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  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
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#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
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#if PY_VERSION_HEX < 0x03020000
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
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  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
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#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
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  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
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#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300)
  #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b)
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value)
  #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b)
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  #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0)))
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1)))
  #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1)))
#endif

#if PY_MAJOR_VERSION >= 3
  #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
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#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),((char *)(n)))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),((char *)(n)))
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  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),(n))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),(n))
#endif

#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_NAMESTR(n) ((char *)(n))
  #define __Pyx_DOCSTR(n)  ((char *)(n))
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  #define __Pyx_NAMESTR(n) (n)
  #define __Pyx_DOCSTR(n)  (n)
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#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__splitPixel
#define __PYX_HAVE_API__splitPixel
#include "stdio.h"
#include "stdlib.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#include "math.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif


/* inline attribute */
#ifndef CYTHON_INLINE
  #if defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif

/* unused attribute */
#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif

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*/


/* Type Conversion Predeclarations */

#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s)
#define __Pyx_PyBytes_AsUString(s)   ((unsigned char*) PyBytes_AsString(s))

#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);

static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);

#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))


#ifdef __GNUC__
  /* Test for GCC > 2.95 */
  #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
    #define likely(x)   __builtin_expect(!!(x), 1)
    #define unlikely(x) __builtin_expect(!!(x), 0)
  #else /* __GNUC__ > 2 ... */
    #define likely(x)   (x)
    #define unlikely(x) (x)
  #endif /* __GNUC__ > 2 ... */
#else /* __GNUC__ */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */
    
static PyObject *__pyx_m;
static PyObject *__pyx_b;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;


#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif defined(_Complex_I)
    #define CYTHON_CCOMPLEX 1
  #else
    #define CYTHON_CCOMPLEX 0
  #endif
#endif

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #include <complex>
  #else
    #include <complex.h>
  #endif
#endif

#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
  #undef _Complex_I
  #define _Complex_I 1.0fj
#endif

static const char *__pyx_f[] = {
  "splitPixel.pyx",
  "numpy.pxd",
};

/* "numpy.pxd":719
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 */
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "numpy.pxd":720
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "numpy.pxd":721
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
 */
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "numpy.pxd":722
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
 */
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "numpy.pxd":726
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "numpy.pxd":727
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "numpy.pxd":728
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
 */
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "numpy.pxd":729
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
 */
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "numpy.pxd":733
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "numpy.pxd":734
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "numpy.pxd":743
 * # The int types are mapped a bit surprising --
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t
 */
typedef npy_long __pyx_t_5numpy_int_t;

/* "numpy.pxd":744
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   longlong_t
 * 
 */
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "numpy.pxd":745
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "numpy.pxd":747
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "numpy.pxd":748
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "numpy.pxd":749
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "numpy.pxd":751
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "numpy.pxd":752
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "numpy.pxd":754
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */
typedef npy_double __pyx_t_5numpy_float_t;

/* "numpy.pxd":755
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "numpy.pxd":756
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;

/* "splitPixel.pyx":42
 *     void * malloc(size_t size)nogil
 * 
 * ctypedef numpy.int64_t DTYPE_int64_t             # <<<<<<<<<<<<<<
 * ctypedef numpy.float64_t DTYPE_float64_t
 * 
 */
typedef __pyx_t_5numpy_int64_t __pyx_t_10splitPixel_DTYPE_int64_t;

/* "splitPixel.pyx":43
 * 
 * ctypedef numpy.int64_t DTYPE_int64_t
 * ctypedef numpy.float64_t DTYPE_float64_t             # <<<<<<<<<<<<<<
 * 
 * cdef double areaTriangle(double a0,
 */
typedef __pyx_t_5numpy_float64_t __pyx_t_10splitPixel_DTYPE_float64_t;

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif

/*--- Type declarations ---*/

/* "numpy.pxd":758
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "numpy.pxd":759
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "numpy.pxd":760
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "numpy.pxd":762
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
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static PyObject *__pyx_n_s__bin1_max;
static PyObject *__pyx_n_s__bin1_min;
static PyObject *__pyx_n_s__bins;
static PyObject *__pyx_n_s__bins0;
static PyObject *__pyx_n_s__bins1;
static PyObject *__pyx_n_s__c0;
static PyObject *__pyx_n_s__c1;
static PyObject *__pyx_n_s__cdata;
static PyObject *__pyx_n_s__cpos;
static PyObject *__pyx_n_s__d0;
static PyObject *__pyx_n_s__d1;
static PyObject *__pyx_n_s__data;
static PyObject *__pyx_n_s__deltaA;
static PyObject *__pyx_n_s__deltaD;
static PyObject *__pyx_n_s__deltaL;
static PyObject *__pyx_n_s__deltaR;
static PyObject *__pyx_n_s__deltaU;
static PyObject *__pyx_n_s__double;
static PyObject *__pyx_n_s__dpos;
static PyObject *__pyx_n_s__dpos0;
static PyObject *__pyx_n_s__dpos1;
static PyObject *__pyx_n_s__dtype;
static PyObject *__pyx_n_s__dummy;
static PyObject *__pyx_n_s__edges0;
static PyObject *__pyx_n_s__edges1;
static PyObject *__pyx_n_s__eps;
static PyObject *__pyx_n_s__epsilon;
static PyObject *__pyx_n_s__fbin0_max;
static PyObject *__pyx_n_s__fbin0_min;
static PyObject *__pyx_n_s__fbin1_max;
static PyObject *__pyx_n_s__fbin1_min;
static PyObject *__pyx_n_s__finfo;
static PyObject *__pyx_n_s__float64;
static PyObject *__pyx_n_s__fullSplit1D;
static PyObject *__pyx_n_s__fullSplit2D;
static PyObject *__pyx_n_s__i;
static PyObject *__pyx_n_s__idx;
static PyObject *__pyx_n_s__j;
static PyObject *__pyx_n_s__max;
static PyObject *__pyx_n_s__max0;
static PyObject *__pyx_n_s__max1;
static PyObject *__pyx_n_s__min;
static PyObject *__pyx_n_s__min0;
static PyObject *__pyx_n_s__min1;
static PyObject *__pyx_n_s__numpy;
static PyObject *__pyx_n_s__outCount;
static PyObject *__pyx_n_s__outData;
static PyObject *__pyx_n_s__outMerge;
static PyObject *__pyx_n_s__outPos;
static PyObject *__pyx_n_s__pos;
static PyObject *__pyx_n_s__pos0Range;
static PyObject *__pyx_n_s__pos0_max;
static PyObject *__pyx_n_s__pos0_maxin;
static PyObject *__pyx_n_s__pos0_min;
static PyObject *__pyx_n_s__pos1Range;
static PyObject *__pyx_n_s__pos1_max;
static PyObject *__pyx_n_s__pos1_maxin;
static PyObject *__pyx_n_s__pos1_min;
static PyObject *__pyx_n_s__range;
static PyObject *__pyx_n_s__ravel;
static PyObject *__pyx_n_s__size;
static PyObject *__pyx_n_s__splitPixel;
static PyObject *__pyx_n_s__weights;
static PyObject *__pyx_n_s__zeros;
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
static PyObject *__pyx_int_15;
static PyObject *__pyx_k_slice_3;
static PyObject *__pyx_k_slice_4;
static PyObject *__pyx_k_slice_6;
static PyObject *__pyx_k_slice_7;
static PyObject *__pyx_k_slice_9;
static PyObject *__pyx_k_tuple_1;
static PyObject *__pyx_k_tuple_2;
static PyObject *__pyx_k_tuple_5;
static PyObject *__pyx_k_tuple_8;
static PyObject *__pyx_k_slice_10;
static PyObject *__pyx_k_slice_12;
static PyObject *__pyx_k_slice_13;
static PyObject *__pyx_k_slice_17;
static PyObject *__pyx_k_slice_18;
static PyObject *__pyx_k_slice_20;
static PyObject *__pyx_k_slice_21;
static PyObject *__pyx_k_slice_23;
static PyObject *__pyx_k_slice_24;
static PyObject *__pyx_k_slice_26;
static PyObject *__pyx_k_slice_27;
static PyObject *__pyx_k_tuple_11;
static PyObject *__pyx_k_tuple_14;
static PyObject *__pyx_k_tuple_15;
static PyObject *__pyx_k_tuple_16;
static PyObject *__pyx_k_tuple_19;
static PyObject *__pyx_k_tuple_22;
static PyObject *__pyx_k_tuple_25;
static PyObject *__pyx_k_tuple_28;
static PyObject *__pyx_k_tuple_34;
static PyObject *__pyx_k_tuple_36;
static PyObject *__pyx_k_tuple_38;
static PyObject *__pyx_k_tuple_41;
static PyObject *__pyx_k_tuple_42;
static PyObject *__pyx_k_tuple_44;
static PyObject *__pyx_k_tuple_45;
static PyObject *__pyx_k_tuple_48;
static PyObject *__pyx_k_codeobj_46;
static PyObject *__pyx_k_codeobj_49;

/* "splitPixel.pyx":45
 * ctypedef numpy.float64_t DTYPE_float64_t
 * 
 * cdef double areaTriangle(double a0,             # <<<<<<<<<<<<<<
 *                          double a1,
 *                          double b0,
 */

static double __pyx_f_10splitPixel_areaTriangle(double __pyx_v_a0, double __pyx_v_a1, double __pyx_v_b0, double __pyx_v_b1, double __pyx_v_c0, double __pyx_v_c1) {
  double __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("areaTriangle");

  /* "splitPixel.pyx":58
 *     @return: area, i.e. 1/2 * (B-A)^(C-A)
 *     """
 *     return 0.5 * abs(((b0 - a0) * (c1 - a1)) - ((b1 - a1) * (c0 - a0)))             # <<<<<<<<<<<<<<
 * 
 * cdef double areaQuad(double a0,
 */
  __pyx_r = (0.5 * fabs((((__pyx_v_b0 - __pyx_v_a0) * (__pyx_v_c1 - __pyx_v_a1)) - ((__pyx_v_b1 - __pyx_v_a1) * (__pyx_v_c0 - __pyx_v_a0)))));
  goto __pyx_L0;

  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "splitPixel.pyx":60
 *     return 0.5 * abs(((b0 - a0) * (c1 - a1)) - ((b1 - a1) * (c0 - a0)))
 * 
 * cdef double areaQuad(double a0,             # <<<<<<<<<<<<<<
 *                      double a1,
 *                      double b0,
 */

static double __pyx_f_10splitPixel_areaQuad(double __pyx_v_a0, double __pyx_v_a1, double __pyx_v_b0, double __pyx_v_b1, double __pyx_v_c0, double __pyx_v_c1, double __pyx_v_d0, double __pyx_v_d1) {
  double __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("areaQuad");

  /* "splitPixel.pyx":77
 *     @return: area, i.e. 1/2 * (AC ^ BD)
 *     """
 *     return 0.5 * abs(((c0 - a0) * (d1 - b1)) - ((c1 - a1) * (d0 - b0)))             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
 */
  __pyx_r = (0.5 * fabs((((__pyx_v_c0 - __pyx_v_a0) * (__pyx_v_d1 - __pyx_v_b1)) - ((__pyx_v_c1 - __pyx_v_a1) * (__pyx_v_d0 - __pyx_v_b0)))));
  goto __pyx_L0;

  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "splitPixel.pyx":80
 * 
 * @cython.cdivision(True)
 * cdef double  getBinNr(double x0, double pos0_min, double dpos) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     calculate the bin number for any point
 */

static double __pyx_f_10splitPixel_getBinNr(double __pyx_v_x0, double __pyx_v_pos0_min, double __pyx_v_dpos) {
  double __pyx_r;

  /* "splitPixel.pyx":87
 *     param dpos: bin width
 *     """
 *     return (x0 - pos0_min) / dpos             # <<<<<<<<<<<<<<
 * 
 * cdef double min4f(double a, double b, double c, double d) nogil:
 */
  __pyx_r = ((__pyx_v_x0 - __pyx_v_pos0_min) / __pyx_v_dpos);
  goto __pyx_L0;

  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "splitPixel.pyx":89
 *     return (x0 - pos0_min) / dpos
 * 
 * cdef double min4f(double a, double b, double c, double d) nogil:             # <<<<<<<<<<<<<<
 *     if (a <= b) and (a <= c) and (a <= d):
 *         return a
 */

static double __pyx_f_10splitPixel_min4f(double __pyx_v_a, double __pyx_v_b, double __pyx_v_c, double __pyx_v_d) {
  double __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;

  /* "splitPixel.pyx":90
 * 
 * cdef double min4f(double a, double b, double c, double d) nogil:
 *     if (a <= b) and (a <= c) and (a <= d):             # <<<<<<<<<<<<<<
 *         return a
 *     if (b <= a) and (b <= c) and (b <= d):
 */
  __pyx_t_1 = (__pyx_v_a <= __pyx_v_b);
  if (__pyx_t_1) {
    __pyx_t_2 = (__pyx_v_a <= __pyx_v_c);
    if (__pyx_t_2) {
      __pyx_t_3 = (__pyx_v_a <= __pyx_v_d);
      __pyx_t_4 = __pyx_t_3;
    } else {
      __pyx_t_4 = __pyx_t_2;
    }
    __pyx_t_2 = __pyx_t_4;
  } else {
    __pyx_t_2 = __pyx_t_1;
  }
  if (__pyx_t_2) {

    /* "splitPixel.pyx":91
 * cdef double min4f(double a, double b, double c, double d) nogil:
 *     if (a <= b) and (a <= c) and (a <= d):
 *         return a             # <<<<<<<<<<<<<<
 *     if (b <= a) and (b <= c) and (b <= d):
 *         return b
 */
    __pyx_r = __pyx_v_a;
    goto __pyx_L0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "splitPixel.pyx":92
 *     if (a <= b) and (a <= c) and (a <= d):
 *         return a
 *     if (b <= a) and (b <= c) and (b <= d):             # <<<<<<<<<<<<<<
 *         return b
 *     if (c <= a) and (c <= b) and (c <= d):
 */
  __pyx_t_2 = (__pyx_v_b <= __pyx_v_a);
  if (__pyx_t_2) {
    __pyx_t_1 = (__pyx_v_b <= __pyx_v_c);
    if (__pyx_t_1) {
      __pyx_t_4 = (__pyx_v_b <= __pyx_v_d);
      __pyx_t_3 = __pyx_t_4;
    } else {
      __pyx_t_3 = __pyx_t_1;
    }
    __pyx_t_1 = __pyx_t_3;
  } else {
    __pyx_t_1 = __pyx_t_2;
  }
  if (__pyx_t_1) {

    /* "splitPixel.pyx":93
 *         return a
 *     if (b <= a) and (b <= c) and (b <= d):
 *         return b             # <<<<<<<<<<<<<<
 *     if (c <= a) and (c <= b) and (c <= d):
 *         return c
 */
    __pyx_r = __pyx_v_b;
    goto __pyx_L0;
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "splitPixel.pyx":94
 *     if (b <= a) and (b <= c) and (b <= d):
 *         return b
 *     if (c <= a) and (c <= b) and (c <= d):             # <<<<<<<<<<<<<<
 *         return c
 *     else:
 */
  __pyx_t_1 = (__pyx_v_c <= __pyx_v_a);
  if (__pyx_t_1) {
    __pyx_t_2 = (__pyx_v_c <= __pyx_v_b);
    if (__pyx_t_2) {
      __pyx_t_3 = (__pyx_v_c <= __pyx_v_d);
      __pyx_t_4 = __pyx_t_3;
    } else {
      __pyx_t_4 = __pyx_t_2;
    }
    __pyx_t_2 = __pyx_t_4;
  } else {
    __pyx_t_2 = __pyx_t_1;
  }
  if (__pyx_t_2) {

    /* "splitPixel.pyx":95
 *         return b
 *     if (c <= a) and (c <= b) and (c <= d):
 *         return c             # <<<<<<<<<<<<<<
 *     else:
 *         return d
 */
    __pyx_r = __pyx_v_c;
    goto __pyx_L0;
    goto __pyx_L5;
  }
  /*else*/ {

    /* "splitPixel.pyx":97
 *         return c
 *     else:
 *         return d             # <<<<<<<<<<<<<<
 * 
 * cdef double max4f(double a, double b, double c, double d) nogil:
 */
    __pyx_r = __pyx_v_d;
    goto __pyx_L0;
  }
  __pyx_L5:;

  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "splitPixel.pyx":99
 *         return d
 * 
 * cdef double max4f(double a, double b, double c, double d) nogil:             # <<<<<<<<<<<<<<
 *     """Calculates the max of 4 double numbers"""
 *     if (a >= b) and (a >= c) and (a >= d):
 */

static double __pyx_f_10splitPixel_max4f(double __pyx_v_a, double __pyx_v_b, double __pyx_v_c, double __pyx_v_d) {
  double __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;

  /* "splitPixel.pyx":101
 * cdef double max4f(double a, double b, double c, double d) nogil:
 *     """Calculates the max of 4 double numbers"""
 *     if (a >= b) and (a >= c) and (a >= d):             # <<<<<<<<<<<<<<
 *         return a
 *     if (b >= a) and (b >= c) and (b >= d):
 */
  __pyx_t_1 = (__pyx_v_a >= __pyx_v_b);
  if (__pyx_t_1) {
    __pyx_t_2 = (__pyx_v_a >= __pyx_v_c);
    if (__pyx_t_2) {
      __pyx_t_3 = (__pyx_v_a >= __pyx_v_d);
      __pyx_t_4 = __pyx_t_3;
    } else {
      __pyx_t_4 = __pyx_t_2;
    }
    __pyx_t_2 = __pyx_t_4;
  } else {
    __pyx_t_2 = __pyx_t_1;
  }
  if (__pyx_t_2) {

    /* "splitPixel.pyx":102
 *     """Calculates the max of 4 double numbers"""
 *     if (a >= b) and (a >= c) and (a >= d):
 *         return a             # <<<<<<<<<<<<<<
 *     if (b >= a) and (b >= c) and (b >= d):
 *         return b
 */
    __pyx_r = __pyx_v_a;
    goto __pyx_L0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "splitPixel.pyx":103
 *     if (a >= b) and (a >= c) and (a >= d):
 *         return a
 *     if (b >= a) and (b >= c) and (b >= d):             # <<<<<<<<<<<<<<
 *         return b
 *     if (c >= a) and (c >= b) and (c >= d):
 */
  __pyx_t_2 = (__pyx_v_b >= __pyx_v_a);
  if (__pyx_t_2) {
    __pyx_t_1 = (__pyx_v_b >= __pyx_v_c);
    if (__pyx_t_1) {
      __pyx_t_4 = (__pyx_v_b >= __pyx_v_d);
      __pyx_t_3 = __pyx_t_4;
    } else {
      __pyx_t_3 = __pyx_t_1;
    }
    __pyx_t_1 = __pyx_t_3;
  } else {
    __pyx_t_1 = __pyx_t_2;
  }
  if (__pyx_t_1) {

    /* "splitPixel.pyx":104
 *         return a
 *     if (b >= a) and (b >= c) and (b >= d):
 *         return b             # <<<<<<<<<<<<<<
 *     if (c >= a) and (c >= b) and (c >= d):
 *         return c
 */
    __pyx_r = __pyx_v_b;
    goto __pyx_L0;
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "splitPixel.pyx":105
 *     if (b >= a) and (b >= c) and (b >= d):
 *         return b
 *     if (c >= a) and (c >= b) and (c >= d):             # <<<<<<<<<<<<<<
 *         return c
 *     else:
 */
  __pyx_t_1 = (__pyx_v_c >= __pyx_v_a);
  if (__pyx_t_1) {
    __pyx_t_2 = (__pyx_v_c >= __pyx_v_b);
    if (__pyx_t_2) {
      __pyx_t_3 = (__pyx_v_c >= __pyx_v_d);
      __pyx_t_4 = __pyx_t_3;
    } else {
      __pyx_t_4 = __pyx_t_2;
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    __pyx_t_2 = __pyx_t_4;
  } else {
    __pyx_t_2 = __pyx_t_1;
  }
  if (__pyx_t_2) {

    /* "splitPixel.pyx":106
 *         return b
 *     if (c >= a) and (c >= b) and (c >= d):
 *         return c             # <<<<<<<<<<<<<<
 *     else:
 *         return d
 */
    __pyx_r = __pyx_v_c;
    goto __pyx_L0;
    goto __pyx_L5;
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  /*else*/ {

    /* "splitPixel.pyx":108
 *         return c
 *     else:
 *         return d             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
 */
    __pyx_r = __pyx_v_d;
    goto __pyx_L0;
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  __pyx_L5:;

  __pyx_r = 0;
  __pyx_L0:;
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}

/* "splitPixel.pyx":113
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def fullSplit1D(numpy.ndarray pos not None,             # <<<<<<<<<<<<<<
 *               numpy.ndarray weights not None,
 *               long bins=100,
 */

static PyObject *__pyx_pf_10splitPixel_fullSplit1D(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_10splitPixel_fullSplit1D[] = "\n    Calculates histogram of pos weighted by weights\n    \n    Splitting is done on the pixel's bounding box like fit2D\n    \n    \n    @param pos: 3D array with pos0; Corner A,B,C,D; tth or chi\n    @param weights: array with intensities\n    @param bins: number of output bins\n    @param pos0Range: minimum and maximum  of the 2th range\n    @param pos1Range: minimum and maximum  of the chi range\n    @param dummy: value for bins without pixels \n    @return 2theta, I, weighted histogram, unweighted histogram\n    ";
static PyMethodDef __pyx_mdef_10splitPixel_fullSplit1D = {__Pyx_NAMESTR("fullSplit1D"), (PyCFunction)__pyx_pf_10splitPixel_fullSplit1D, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_10splitPixel_fullSplit1D)};
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  PyArrayObject *__pyx_v_weights = 0;
  long __pyx_v_bins;
  PyObject *__pyx_v_pos0Range = 0;
  PyObject *__pyx_v_pos1Range = 0;
  double __pyx_v_dummy;
  long __pyx_v_size;
  PyArrayObject *__pyx_v_cpos = 0;
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  PyArrayObject *__pyx_v_outMerge = 0;
  PyArrayObject *__pyx_v_outPos = 0;
  double __pyx_v_min0;
  double __pyx_v_max0;
  double __pyx_v_deltaR;
  double __pyx_v_deltaL;
  double __pyx_v_deltaA;
  double __pyx_v_pos0_min;
  double __pyx_v_pos0_max;
  double __pyx_v_pos0_maxin;
  CYTHON_UNUSED double __pyx_v_pos1_min;
  CYTHON_UNUSED double __pyx_v_pos1_max;
  double __pyx_v_pos1_maxin;
  double __pyx_v_dpos;
  CYTHON_UNUSED long __pyx_v_bin;
  long __pyx_v_i;
  long __pyx_v_idx;
  double __pyx_v_fbin0_min;
  double __pyx_v_fbin0_max;
  long __pyx_v_bin0_max;
  long __pyx_v_bin0_min;
  double __pyx_v_aeraPixel;
  double __pyx_v_a0;
  double __pyx_v_b0;
  double __pyx_v_c0;
  double __pyx_v_d0;
  double __pyx_v_epsilon;
  double __pyx_v_data;
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 * 
 */
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 * 
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 * 
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 * 
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 *             bin0_max = < long > floor(fbin0_max)
 * 
 */
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 *             bin0_max = < long > floor(fbin0_max)             # <<<<<<<<<<<<<<
 * 
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 */
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            /* "splitPixel.pyx":191
 *             if bin0_min == bin0_max:
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 */
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 *                 #All pixel is within a single bin
 *                 outCount[bin0_min] += 1.0
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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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 * 
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 *                 outCount[bin0_min] += deltaA * deltaL
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 * 
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/* "splitPixel.pyx":229
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 *                 numpy.ndarray weights not None,
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 */

static PyObject *__pyx_pf_10splitPixel_1fullSplit2D(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_10splitPixel_1fullSplit2D[] = "\n    Calculate 2D histogram of pos weighted by weights\n    \n    Splitting is done on the pixel's bounding box like fit2D\n    \n    \n    @param pos: 3D array with pos0; Corner A,B,C,D; tth or chi\n    @param weights: array with intensities\n    @param bins: number of output bins int or 2-tuple of int\n    @param pos0Range: minimum and maximum  of the 2th range\n    @param pos1Range: minimum and maximum  of the chi range\n    @param dummy: value for bins without pixels \n    @return  I, edges0, edges1, weighted histogram(2D), unweighted histogram (2D)\n    ";
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          __pyx_v_min0 = __pyx_f_10splitPixel_min4f(__pyx_v_a0, __pyx_v_b0, __pyx_v_c0, __pyx_v_d0);

          /* "splitPixel.pyx":318
 * 
 *             min0 = min4f(a0, b0, c0, d0)
 *             max0 = max4f(a0, b0, c0, d0)             # <<<<<<<<<<<<<<
 *             min1 = min4f(a1, b1, c1, d1)
 *             max1 = max4f(a1, b1, c1, d1)
 */
          __pyx_v_max0 = __pyx_f_10splitPixel_max4f(__pyx_v_a0, __pyx_v_b0, __pyx_v_c0, __pyx_v_d0);

          /* "splitPixel.pyx":319
 *             min0 = min4f(a0, b0, c0, d0)
 *             max0 = max4f(a0, b0, c0, d0)
 *             min1 = min4f(a1, b1, c1, d1)             # <<<<<<<<<<<<<<
 *             max1 = max4f(a1, b1, c1, d1)
 * #            splitOnePixel2D(min0, max0, min1, max1,
 */
          __pyx_v_min1 = __pyx_f_10splitPixel_min4f(__pyx_v_a1, __pyx_v_b1, __pyx_v_c1, __pyx_v_d1);

          /* "splitPixel.pyx":320
 *             max0 = max4f(a0, b0, c0, d0)
 *             min1 = min4f(a1, b1, c1, d1)
 *             max1 = max4f(a1, b1, c1, d1)             # <<<<<<<<<<<<<<
 * #            splitOnePixel2D(min0, max0, min1, max1,
 * #                      data,
 */
          __pyx_v_max1 = __pyx_f_10splitPixel_max4f(__pyx_v_a1, __pyx_v_b1, __pyx_v_c1, __pyx_v_d1);

          /* "splitPixel.pyx":328
 * #                      outData)
 * 
 *             if max0 < pos0_min:             # <<<<<<<<<<<<<<
 *                 with gil:
 *                     print("max0 (%s) < self.pos0_min %s" % (max0 , pos0_min))
 */
          __pyx_t_19 = (__pyx_v_max0 < __pyx_v_pos0_min);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":329
 * 
 *             if max0 < pos0_min:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("max0 (%s) < self.pos0_min %s" % (max0 , pos0_min))
 *                 continue
 */
            {
                #ifdef WITH_THREAD
                PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
                #endif
                /*try:*/ {

                  /* "splitPixel.pyx":330
 *             if max0 < pos0_min:
 *                 with gil:
 *                     print("max0 (%s) < self.pos0_min %s" % (max0 , pos0_min))             # <<<<<<<<<<<<<<
 *                 continue
 *             if max1 < pos1_min:
 */
                  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_max0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L33;}
                  __Pyx_GOTREF(__pyx_t_4);
                  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_pos0_min); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L33;}
                  __Pyx_GOTREF(__pyx_t_3);
                  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L33;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_1));
                  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
                  __Pyx_GIVEREF(__pyx_t_4);
                  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
                  __Pyx_GIVEREF(__pyx_t_3);
                  __pyx_t_4 = 0;
                  __pyx_t_3 = 0;
                  __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_29), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L33;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_3));
                  __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
                  if (__Pyx_PrintOne(0, ((PyObject *)__pyx_t_3)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L33;}
                  __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
                }

                /* "splitPixel.pyx":329
 * 
 *             if max0 < pos0_min:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("max0 (%s) < self.pos0_min %s" % (max0 , pos0_min))
 *                 continue
 */
                /*finally:*/ {
                  int __pyx_why;
                  __pyx_why = 0; goto __pyx_L34;
                  __pyx_L33: __pyx_why = 4; goto __pyx_L34;
                  __pyx_L34:;
                  #ifdef WITH_THREAD
                  PyGILState_Release(__pyx_gilstate_save);
                  #endif
                  switch (__pyx_why) {
                    case 4: goto __pyx_L21;
                  }
                }
            }

            /* "splitPixel.pyx":331
 *                 with gil:
 *                     print("max0 (%s) < self.pos0_min %s" % (max0 , pos0_min))
 *                 continue             # <<<<<<<<<<<<<<
 *             if max1 < pos1_min:
 *                 with gil:
 */
            goto __pyx_L27_continue;
            goto __pyx_L29;
          }
          __pyx_L29:;

          /* "splitPixel.pyx":332
 *                     print("max0 (%s) < self.pos0_min %s" % (max0 , pos0_min))
 *                 continue
 *             if max1 < pos1_min:             # <<<<<<<<<<<<<<
 *                 with gil:
 *                     print("max1 (%s) < pos1_min %s" % (max0 , pos0_min))
 */
          __pyx_t_19 = (__pyx_v_max1 < __pyx_v_pos1_min);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":333
 *                 continue
 *             if max1 < pos1_min:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("max1 (%s) < pos1_min %s" % (max0 , pos0_min))
 *                 continue
 */
            {
                #ifdef WITH_THREAD
                PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
                #endif
                /*try:*/ {

                  /* "splitPixel.pyx":334
 *             if max1 < pos1_min:
 *                 with gil:
 *                     print("max1 (%s) < pos1_min %s" % (max0 , pos0_min))             # <<<<<<<<<<<<<<
 *                 continue
 *             if min0 > pos0_maxin:
 */
                  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_max0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L40;}
                  __Pyx_GOTREF(__pyx_t_3);
                  __pyx_t_1 = PyFloat_FromDouble(__pyx_v_pos0_min); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L40;}
                  __Pyx_GOTREF(__pyx_t_1);
                  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L40;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_4));
                  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
                  __Pyx_GIVEREF(__pyx_t_3);
                  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_1);
                  __Pyx_GIVEREF(__pyx_t_1);
                  __pyx_t_3 = 0;
                  __pyx_t_1 = 0;
                  __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_30), ((PyObject *)__pyx_t_4)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L40;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_1));
                  __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
                  if (__Pyx_PrintOne(0, ((PyObject *)__pyx_t_1)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L40;}
                  __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
                }

                /* "splitPixel.pyx":333
 *                 continue
 *             if max1 < pos1_min:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("max1 (%s) < pos1_min %s" % (max0 , pos0_min))
 *                 continue
 */
                /*finally:*/ {
                  int __pyx_why;
                  __pyx_why = 0; goto __pyx_L41;
                  __pyx_L40: __pyx_why = 4; goto __pyx_L41;
                  __pyx_L41:;
                  #ifdef WITH_THREAD
                  PyGILState_Release(__pyx_gilstate_save);
                  #endif
                  switch (__pyx_why) {
                    case 4: goto __pyx_L21;
                  }
                }
            }

            /* "splitPixel.pyx":335
 *                 with gil:
 *                     print("max1 (%s) < pos1_min %s" % (max0 , pos0_min))
 *                 continue             # <<<<<<<<<<<<<<
 *             if min0 > pos0_maxin:
 *                 with gil:
 */
            goto __pyx_L27_continue;
            goto __pyx_L36;
          }
          __pyx_L36:;

          /* "splitPixel.pyx":336
 *                     print("max1 (%s) < pos1_min %s" % (max0 , pos0_min))
 *                 continue
 *             if min0 > pos0_maxin:             # <<<<<<<<<<<<<<
 *                 with gil:
 *                     print("min0 (%s) > pos0_maxin %s" % (max0 , pos0_maxin))
 */
          __pyx_t_19 = (__pyx_v_min0 > __pyx_v_pos0_maxin);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":337
 *                 continue
 *             if min0 > pos0_maxin:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("min0 (%s) > pos0_maxin %s" % (max0 , pos0_maxin))
 *                 continue
 */
            {
                #ifdef WITH_THREAD
                PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
                #endif
                /*try:*/ {

                  /* "splitPixel.pyx":338
 *             if min0 > pos0_maxin:
 *                 with gil:
 *                     print("min0 (%s) > pos0_maxin %s" % (max0 , pos0_maxin))             # <<<<<<<<<<<<<<
 *                 continue
 *             if min1 > pos1_maxin:
 */
                  __pyx_t_1 = PyFloat_FromDouble(__pyx_v_max0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L47;}
                  __Pyx_GOTREF(__pyx_t_1);
                  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_pos0_maxin); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L47;}
                  __Pyx_GOTREF(__pyx_t_4);
                  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L47;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_3));
                  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
                  __Pyx_GIVEREF(__pyx_t_1);
                  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_4);
                  __Pyx_GIVEREF(__pyx_t_4);
                  __pyx_t_1 = 0;
                  __pyx_t_4 = 0;
                  __pyx_t_4 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_31), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L47;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_4));
                  __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
                  if (__Pyx_PrintOne(0, ((PyObject *)__pyx_t_4)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L47;}
                  __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0;
                }

                /* "splitPixel.pyx":337
 *                 continue
 *             if min0 > pos0_maxin:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("min0 (%s) > pos0_maxin %s" % (max0 , pos0_maxin))
 *                 continue
 */
                /*finally:*/ {
                  int __pyx_why;
                  __pyx_why = 0; goto __pyx_L48;
                  __pyx_L47: __pyx_why = 4; goto __pyx_L48;
                  __pyx_L48:;
                  #ifdef WITH_THREAD
                  PyGILState_Release(__pyx_gilstate_save);
                  #endif
                  switch (__pyx_why) {
                    case 4: goto __pyx_L21;
                  }
                }
            }

            /* "splitPixel.pyx":339
 *                 with gil:
 *                     print("min0 (%s) > pos0_maxin %s" % (max0 , pos0_maxin))
 *                 continue             # <<<<<<<<<<<<<<
 *             if min1 > pos1_maxin:
 *                 with gil:
 */
            goto __pyx_L27_continue;
            goto __pyx_L43;
          }
          __pyx_L43:;

          /* "splitPixel.pyx":340
 *                     print("min0 (%s) > pos0_maxin %s" % (max0 , pos0_maxin))
 *                 continue
 *             if min1 > pos1_maxin:             # <<<<<<<<<<<<<<
 *                 with gil:
 *                     print("min1 (%s) > pos1_maxin %s" % (max0 , pos1_maxin))
 */
          __pyx_t_19 = (__pyx_v_min1 > __pyx_v_pos1_maxin);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":341
 *                 continue
 *             if min1 > pos1_maxin:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("min1 (%s) > pos1_maxin %s" % (max0 , pos1_maxin))
 *                 continue
 */
            {
                #ifdef WITH_THREAD
                PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
                #endif
                /*try:*/ {

                  /* "splitPixel.pyx":342
 *             if min1 > pos1_maxin:
 *                 with gil:
 *                     print("min1 (%s) > pos1_maxin %s" % (max0 , pos1_maxin))             # <<<<<<<<<<<<<<
 *                 continue
 * 
 */
                  __pyx_t_4 = PyFloat_FromDouble(__pyx_v_max0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L54;}
                  __Pyx_GOTREF(__pyx_t_4);
                  __pyx_t_3 = PyFloat_FromDouble(__pyx_v_pos1_maxin); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L54;}
                  __Pyx_GOTREF(__pyx_t_3);
                  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L54;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_1));
                  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
                  __Pyx_GIVEREF(__pyx_t_4);
                  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
                  __Pyx_GIVEREF(__pyx_t_3);
                  __pyx_t_4 = 0;
                  __pyx_t_3 = 0;
                  __pyx_t_3 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_32), ((PyObject *)__pyx_t_1)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L54;}
                  __Pyx_GOTREF(((PyObject *)__pyx_t_3));
                  __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0;
                  if (__Pyx_PrintOne(0, ((PyObject *)__pyx_t_3)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L54;}
                  __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0;
                }

                /* "splitPixel.pyx":341
 *                 continue
 *             if min1 > pos1_maxin:
 *                 with gil:             # <<<<<<<<<<<<<<
 *                     print("min1 (%s) > pos1_maxin %s" % (max0 , pos1_maxin))
 *                 continue
 */
                /*finally:*/ {
                  int __pyx_why;
                  __pyx_why = 0; goto __pyx_L55;
                  __pyx_L54: __pyx_why = 4; goto __pyx_L55;
                  __pyx_L55:;
                  #ifdef WITH_THREAD
                  PyGILState_Release(__pyx_gilstate_save);
                  #endif
                  switch (__pyx_why) {
                    case 4: goto __pyx_L21;
                  }
                }
            }

            /* "splitPixel.pyx":343
 *                 with gil:
 *                     print("min1 (%s) > pos1_maxin %s" % (max0 , pos1_maxin))
 *                 continue             # <<<<<<<<<<<<<<
 * 
 *             if min0 < pos0_min:
 */
            goto __pyx_L27_continue;
            goto __pyx_L50;
          }
          __pyx_L50:;

          /* "splitPixel.pyx":345
 *                 continue
 * 
 *             if min0 < pos0_min:             # <<<<<<<<<<<<<<
 *                 data = data * (pos0_min - min0) / (max0 - min0)
 *                 min0 = pos0_min
 */
          __pyx_t_19 = (__pyx_v_min0 < __pyx_v_pos0_min);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":346
 * 
 *             if min0 < pos0_min:
 *                 data = data * (pos0_min - min0) / (max0 - min0)             # <<<<<<<<<<<<<<
 *                 min0 = pos0_min
 *             if min1 < pos1_min:
 */
            __pyx_v_data = ((__pyx_v_data * (__pyx_v_pos0_min - __pyx_v_min0)) / (__pyx_v_max0 - __pyx_v_min0));

            /* "splitPixel.pyx":347
 *             if min0 < pos0_min:
 *                 data = data * (pos0_min - min0) / (max0 - min0)
 *                 min0 = pos0_min             # <<<<<<<<<<<<<<
 *             if min1 < pos1_min:
 *                 data = data * (pos1_min - min1) / (max1 - min1)
 */
            __pyx_v_min0 = __pyx_v_pos0_min;
            goto __pyx_L57;
          }
          __pyx_L57:;

          /* "splitPixel.pyx":348
 *                 data = data * (pos0_min - min0) / (max0 - min0)
 *                 min0 = pos0_min
 *             if min1 < pos1_min:             # <<<<<<<<<<<<<<
 *                 data = data * (pos1_min - min1) / (max1 - min1)
 *                 min1 = pos1_min
 */
          __pyx_t_19 = (__pyx_v_min1 < __pyx_v_pos1_min);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":349
 *                 min0 = pos0_min
 *             if min1 < pos1_min:
 *                 data = data * (pos1_min - min1) / (max1 - min1)             # <<<<<<<<<<<<<<
 *                 min1 = pos1_min
 *             if max0 > pos0_maxin:
 */
            __pyx_v_data = ((__pyx_v_data * (__pyx_v_pos1_min - __pyx_v_min1)) / (__pyx_v_max1 - __pyx_v_min1));

            /* "splitPixel.pyx":350
 *             if min1 < pos1_min:
 *                 data = data * (pos1_min - min1) / (max1 - min1)
 *                 min1 = pos1_min             # <<<<<<<<<<<<<<
 *             if max0 > pos0_maxin:
 *                 data = data * (max0 - pos0_maxin) / (max0 - min0)
 */
            __pyx_v_min1 = __pyx_v_pos1_min;
            goto __pyx_L58;
          }
          __pyx_L58:;

          /* "splitPixel.pyx":351
 *                 data = data * (pos1_min - min1) / (max1 - min1)
 *                 min1 = pos1_min
 *             if max0 > pos0_maxin:             # <<<<<<<<<<<<<<
 *                 data = data * (max0 - pos0_maxin) / (max0 - min0)
 *                 max0 = pos0_maxin
 */
          __pyx_t_19 = (__pyx_v_max0 > __pyx_v_pos0_maxin);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":352
 *                 min1 = pos1_min
 *             if max0 > pos0_maxin:
 *                 data = data * (max0 - pos0_maxin) / (max0 - min0)             # <<<<<<<<<<<<<<
 *                 max0 = pos0_maxin
 *             if max1 > pos1_maxin:
 */
            __pyx_v_data = ((__pyx_v_data * (__pyx_v_max0 - __pyx_v_pos0_maxin)) / (__pyx_v_max0 - __pyx_v_min0));

            /* "splitPixel.pyx":353
 *             if max0 > pos0_maxin:
 *                 data = data * (max0 - pos0_maxin) / (max0 - min0)
 *                 max0 = pos0_maxin             # <<<<<<<<<<<<<<
 *             if max1 > pos1_maxin:
 *                 data = data * (max1 - pos1_maxin) / (max1 - min1)
 */
            __pyx_v_max0 = __pyx_v_pos0_maxin;
            goto __pyx_L59;
          }
          __pyx_L59:;

          /* "splitPixel.pyx":354
 *                 data = data * (max0 - pos0_maxin) / (max0 - min0)
 *                 max0 = pos0_maxin
 *             if max1 > pos1_maxin:             # <<<<<<<<<<<<<<
 *                 data = data * (max1 - pos1_maxin) / (max1 - min1)
 *                 max1 = pos1_maxin
 */
          __pyx_t_19 = (__pyx_v_max1 > __pyx_v_pos1_maxin);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":355
 *                 max0 = pos0_maxin
 *             if max1 > pos1_maxin:
 *                 data = data * (max1 - pos1_maxin) / (max1 - min1)             # <<<<<<<<<<<<<<
 *                 max1 = pos1_maxin
 * 
 */
            __pyx_v_data = ((__pyx_v_data * (__pyx_v_max1 - __pyx_v_pos1_maxin)) / (__pyx_v_max1 - __pyx_v_min1));

            /* "splitPixel.pyx":356
 *             if max1 > pos1_maxin:
 *                 data = data * (max1 - pos1_maxin) / (max1 - min1)
 *                 max1 = pos1_maxin             # <<<<<<<<<<<<<<
 * 
 * ##                treat data for pixel on chi discontinuity
 */
            __pyx_v_max1 = __pyx_v_pos1_maxin;
            goto __pyx_L60;
          }
          __pyx_L60:;

          /* "splitPixel.pyx":359
 * 
 * ##                treat data for pixel on chi discontinuity
 *             if ((max1 - min1) / dpos1) > (bins1 / 2.0):             # <<<<<<<<<<<<<<
 * #                with gil:
 * #                    print("max1: %s; min1: %s; dpos1: %s" % (max1 , min1, dpos1))
 */
          __pyx_t_19 = (((__pyx_v_max1 - __pyx_v_min1) / __pyx_v_dpos1) > (__pyx_v_bins1 / 2.0));
          if (__pyx_t_19) {

            /* "splitPixel.pyx":362
 * #                with gil:
 * #                    print("max1: %s; min1: %s; dpos1: %s" % (max1 , min1, dpos1))
 *                 if pos1_maxin - max1 > min1 - pos1_min:             # <<<<<<<<<<<<<<
 *                     min1 = max1
 *                     max1 = pos1_maxin
 */
            __pyx_t_19 = ((__pyx_v_pos1_maxin - __pyx_v_max1) > (__pyx_v_min1 - __pyx_v_pos1_min));
            if (__pyx_t_19) {

              /* "splitPixel.pyx":363
 * #                    print("max1: %s; min1: %s; dpos1: %s" % (max1 , min1, dpos1))
 *                 if pos1_maxin - max1 > min1 - pos1_min:
 *                     min1 = max1             # <<<<<<<<<<<<<<
 *                     max1 = pos1_maxin
 *                 else:
 */
              __pyx_v_min1 = __pyx_v_max1;

              /* "splitPixel.pyx":364
 *                 if pos1_maxin - max1 > min1 - pos1_min:
 *                     min1 = max1
 *                     max1 = pos1_maxin             # <<<<<<<<<<<<<<
 *                 else:
 *                     max1 = min1
 */
              __pyx_v_max1 = __pyx_v_pos1_maxin;
              goto __pyx_L62;
            }
            /*else*/ {

              /* "splitPixel.pyx":366
 *                     max1 = pos1_maxin
 *                 else:
 *                     max1 = min1             # <<<<<<<<<<<<<<
 *                     min1 = pos1_min
 * 
 */
              __pyx_v_max1 = __pyx_v_min1;

              /* "splitPixel.pyx":367
 *                 else:
 *                     max1 = min1
 *                     min1 = pos1_min             # <<<<<<<<<<<<<<
 * 
 *             fbin0_min = getBinNr(min0, pos0_min, dpos0)
 */
              __pyx_v_min1 = __pyx_v_pos1_min;
            }
            __pyx_L62:;
            goto __pyx_L61;
          }
          __pyx_L61:;

          /* "splitPixel.pyx":369
 *                     min1 = pos1_min
 * 
 *             fbin0_min = getBinNr(min0, pos0_min, dpos0)             # <<<<<<<<<<<<<<
 *             fbin0_max = getBinNr(max0, pos0_min, dpos0)
 *             fbin1_min = getBinNr(min1, pos1_min, dpos1)
 */
          __pyx_v_fbin0_min = __pyx_f_10splitPixel_getBinNr(__pyx_v_min0, __pyx_v_pos0_min, __pyx_v_dpos0);

          /* "splitPixel.pyx":370
 * 
 *             fbin0_min = getBinNr(min0, pos0_min, dpos0)
 *             fbin0_max = getBinNr(max0, pos0_min, dpos0)             # <<<<<<<<<<<<<<
 *             fbin1_min = getBinNr(min1, pos1_min, dpos1)
 *             fbin1_max = getBinNr(max1, pos1_min, dpos1)
 */
          __pyx_v_fbin0_max = __pyx_f_10splitPixel_getBinNr(__pyx_v_max0, __pyx_v_pos0_min, __pyx_v_dpos0);

          /* "splitPixel.pyx":371
 *             fbin0_min = getBinNr(min0, pos0_min, dpos0)
 *             fbin0_max = getBinNr(max0, pos0_min, dpos0)
 *             fbin1_min = getBinNr(min1, pos1_min, dpos1)             # <<<<<<<<<<<<<<
 *             fbin1_max = getBinNr(max1, pos1_min, dpos1)
 * 
 */
          __pyx_v_fbin1_min = __pyx_f_10splitPixel_getBinNr(__pyx_v_min1, __pyx_v_pos1_min, __pyx_v_dpos1);

          /* "splitPixel.pyx":372
 *             fbin0_max = getBinNr(max0, pos0_min, dpos0)
 *             fbin1_min = getBinNr(min1, pos1_min, dpos1)
 *             fbin1_max = getBinNr(max1, pos1_min, dpos1)             # <<<<<<<<<<<<<<
 * 
 *             bin0_min = < long > floor(fbin0_min)
 */
          __pyx_v_fbin1_max = __pyx_f_10splitPixel_getBinNr(__pyx_v_max1, __pyx_v_pos1_min, __pyx_v_dpos1);

          /* "splitPixel.pyx":374
 *             fbin1_max = getBinNr(max1, pos1_min, dpos1)
 * 
 *             bin0_min = < long > floor(fbin0_min)             # <<<<<<<<<<<<<<
 *             bin0_max = < long > floor(fbin0_max)
 *             bin1_min = < long > floor(fbin1_min)
 */
          __pyx_v_bin0_min = ((long)floor(__pyx_v_fbin0_min));

          /* "splitPixel.pyx":375
 * 
 *             bin0_min = < long > floor(fbin0_min)
 *             bin0_max = < long > floor(fbin0_max)             # <<<<<<<<<<<<<<
 *             bin1_min = < long > floor(fbin1_min)
 *             bin1_max = < long > floor(fbin1_max)
 */
          __pyx_v_bin0_max = ((long)floor(__pyx_v_fbin0_max));

          /* "splitPixel.pyx":376
 *             bin0_min = < long > floor(fbin0_min)
 *             bin0_max = < long > floor(fbin0_max)
 *             bin1_min = < long > floor(fbin1_min)             # <<<<<<<<<<<<<<
 *             bin1_max = < long > floor(fbin1_max)
 * 
 */
          __pyx_v_bin1_min = ((long)floor(__pyx_v_fbin1_min));

          /* "splitPixel.pyx":377
 *             bin0_max = < long > floor(fbin0_max)
 *             bin1_min = < long > floor(fbin1_min)
 *             bin1_max = < long > floor(fbin1_max)             # <<<<<<<<<<<<<<
 * 
 * 
 */
          __pyx_v_bin1_max = ((long)floor(__pyx_v_fbin1_max));

          /* "splitPixel.pyx":380
 * 
 * 
 *             if bin0_min == bin0_max:             # <<<<<<<<<<<<<<
 *                 if bin1_min == bin1_max:
 *                     #All pixel is within a single bin
 */
          __pyx_t_19 = (__pyx_v_bin0_min == __pyx_v_bin0_max);
          if (__pyx_t_19) {

            /* "splitPixel.pyx":381
 * 
 *             if bin0_min == bin0_max:
 *                 if bin1_min == bin1_max:             # <<<<<<<<<<<<<<
 *                     #All pixel is within a single bin
 *                     outCount[bin0_min, bin1_min] += 1.0
 */
            __pyx_t_19 = (__pyx_v_bin1_min == __pyx_v_bin1_max);
            if (__pyx_t_19) {

              /* "splitPixel.pyx":383
 *                 if bin1_min == bin1_max:
 *                     #All pixel is within a single bin
 *                     outCount[bin0_min, bin1_min] += 1.0             # <<<<<<<<<<<<<<
 *                     outData[bin0_min, bin1_min] += data
 *                 else:
 */
              __pyx_t_49 = __pyx_v_bin0_min;
              __pyx_t_50 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_49, __pyx_bstride_0_outCount, __pyx_t_50, __pyx_bstride_1_outCount) += 1.0;

              /* "splitPixel.pyx":384
 *                     #All pixel is within a single bin
 *                     outCount[bin0_min, bin1_min] += 1.0
 *                     outData[bin0_min, bin1_min] += data             # <<<<<<<<<<<<<<
 *                 else:
 *                     #spread on more than 2 bins
 */
              __pyx_t_51 = __pyx_v_bin0_min;
              __pyx_t_52 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_51, __pyx_bstride_0_outData, __pyx_t_52, __pyx_bstride_1_outData) += __pyx_v_data;
              goto __pyx_L64;
            }
            /*else*/ {

              /* "splitPixel.pyx":387
 *                 else:
 *                     #spread on more than 2 bins
 *                     aeraPixel = fbin1_max - fbin1_min             # <<<<<<<<<<<<<<
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 *                     deltaU = fbin1_max - (< double > bin1_max)
 */
              __pyx_v_aeraPixel = (__pyx_v_fbin1_max - __pyx_v_fbin1_min);

              /* "splitPixel.pyx":388
 *                     #spread on more than 2 bins
 *                     aeraPixel = fbin1_max - fbin1_min
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min             # <<<<<<<<<<<<<<
 *                     deltaU = fbin1_max - (< double > bin1_max)
 *                     deltaA = 1.0 / aeraPixel
 */
              __pyx_v_deltaD = (((double)(__pyx_v_bin1_min + 1)) - __pyx_v_fbin1_min);

              /* "splitPixel.pyx":389
 *                     aeraPixel = fbin1_max - fbin1_min
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 *                     deltaU = fbin1_max - (< double > bin1_max)             # <<<<<<<<<<<<<<
 *                     deltaA = 1.0 / aeraPixel
 * 
 */
              __pyx_v_deltaU = (__pyx_v_fbin1_max - ((double)__pyx_v_bin1_max));

              /* "splitPixel.pyx":390
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 *                     deltaU = fbin1_max - (< double > bin1_max)
 *                     deltaA = 1.0 / aeraPixel             # <<<<<<<<<<<<<<
 * 
 *                     outCount[bin0_min, bin1_min] += deltaA * deltaD
 */
              __pyx_v_deltaA = (1.0 / __pyx_v_aeraPixel);

              /* "splitPixel.pyx":392
 *                     deltaA = 1.0 / aeraPixel
 * 
 *                     outCount[bin0_min, bin1_min] += deltaA * deltaD             # <<<<<<<<<<<<<<
 *                     outData[bin0_min, bin1_min] += data * deltaA * deltaD
 * 
 */
              __pyx_t_53 = __pyx_v_bin0_min;
              __pyx_t_54 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_53, __pyx_bstride_0_outCount, __pyx_t_54, __pyx_bstride_1_outCount) += (__pyx_v_deltaA * __pyx_v_deltaD);

              /* "splitPixel.pyx":393
 * 
 *                     outCount[bin0_min, bin1_min] += deltaA * deltaD
 *                     outData[bin0_min, bin1_min] += data * deltaA * deltaD             # <<<<<<<<<<<<<<
 * 
 *                     outCount[bin0_min, bin1_max] += deltaA * deltaU
 */
              __pyx_t_55 = __pyx_v_bin0_min;
              __pyx_t_56 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_55, __pyx_bstride_0_outData, __pyx_t_56, __pyx_bstride_1_outData) += ((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaD);

              /* "splitPixel.pyx":395
 *                     outData[bin0_min, bin1_min] += data * deltaA * deltaD
 * 
 *                     outCount[bin0_min, bin1_max] += deltaA * deltaU             # <<<<<<<<<<<<<<
 *                     outData[bin0_min, bin1_max] += data * deltaA * deltaU
 * #                    if bin1_min +1< bin1_max:
 */
              __pyx_t_57 = __pyx_v_bin0_min;
              __pyx_t_58 = __pyx_v_bin1_max;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_57, __pyx_bstride_0_outCount, __pyx_t_58, __pyx_bstride_1_outCount) += (__pyx_v_deltaA * __pyx_v_deltaU);

              /* "splitPixel.pyx":396
 * 
 *                     outCount[bin0_min, bin1_max] += deltaA * deltaU
 *                     outData[bin0_min, bin1_max] += data * deltaA * deltaU             # <<<<<<<<<<<<<<
 * #                    if bin1_min +1< bin1_max:
 *                     for j in range(bin1_min + 1, bin1_max):
 */
              __pyx_t_59 = __pyx_v_bin0_min;
              __pyx_t_60 = __pyx_v_bin1_max;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_59, __pyx_bstride_0_outData, __pyx_t_60, __pyx_bstride_1_outData) += ((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaU);

              /* "splitPixel.pyx":398
 *                     outData[bin0_min, bin1_max] += data * deltaA * deltaU
 * #                    if bin1_min +1< bin1_max:
 *                     for j in range(bin1_min + 1, bin1_max):             # <<<<<<<<<<<<<<
 *                             outCount[bin0_min, j] += deltaA
 *                             outData[bin0_min, j] += data * deltaA
 */
              __pyx_t_61 = __pyx_v_bin1_max;
              for (__pyx_t_62 = (__pyx_v_bin1_min + 1); __pyx_t_62 < __pyx_t_61; __pyx_t_62+=1) {
                __pyx_v_j = __pyx_t_62;

                /* "splitPixel.pyx":399
 * #                    if bin1_min +1< bin1_max:
 *                     for j in range(bin1_min + 1, bin1_max):
 *                             outCount[bin0_min, j] += deltaA             # <<<<<<<<<<<<<<
 *                             outData[bin0_min, j] += data * deltaA
 * 
 */
                __pyx_t_63 = __pyx_v_bin0_min;
                __pyx_t_64 = __pyx_v_j;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_63, __pyx_bstride_0_outCount, __pyx_t_64, __pyx_bstride_1_outCount) += __pyx_v_deltaA;

                /* "splitPixel.pyx":400
 *                     for j in range(bin1_min + 1, bin1_max):
 *                             outCount[bin0_min, j] += deltaA
 *                             outData[bin0_min, j] += data * deltaA             # <<<<<<<<<<<<<<
 * 
 *             else: #spread on more than 2 bins in dim 0
 */
                __pyx_t_65 = __pyx_v_bin0_min;
                __pyx_t_66 = __pyx_v_j;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_65, __pyx_bstride_0_outData, __pyx_t_66, __pyx_bstride_1_outData) += (__pyx_v_data * __pyx_v_deltaA);
              }
            }
            __pyx_L64:;
            goto __pyx_L63;
          }
          /*else*/ {

            /* "splitPixel.pyx":403
 * 
 *             else: #spread on more than 2 bins in dim 0
 *                 if bin1_min == bin1_max:             # <<<<<<<<<<<<<<
 *                     #All pixel fall on 1 bins in dim 1
 *                     aeraPixel = fbin0_max - fbin0_min
 */
            __pyx_t_19 = (__pyx_v_bin1_min == __pyx_v_bin1_max);
            if (__pyx_t_19) {

              /* "splitPixel.pyx":405
 *                 if bin1_min == bin1_max:
 *                     #All pixel fall on 1 bins in dim 1
 *                     aeraPixel = fbin0_max - fbin0_min             # <<<<<<<<<<<<<<
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min
 *                     deltaA = deltaL / aeraPixel
 */
              __pyx_v_aeraPixel = (__pyx_v_fbin0_max - __pyx_v_fbin0_min);

              /* "splitPixel.pyx":406
 *                     #All pixel fall on 1 bins in dim 1
 *                     aeraPixel = fbin0_max - fbin0_min
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min             # <<<<<<<<<<<<<<
 *                     deltaA = deltaL / aeraPixel
 *                     outCount[bin0_min, bin1_min] += deltaA
 */
              __pyx_v_deltaL = (((double)(__pyx_v_bin0_min + 1)) - __pyx_v_fbin0_min);

              /* "splitPixel.pyx":407
 *                     aeraPixel = fbin0_max - fbin0_min
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min
 *                     deltaA = deltaL / aeraPixel             # <<<<<<<<<<<<<<
 *                     outCount[bin0_min, bin1_min] += deltaA
 *                     outData[bin0_min, bin1_min] += data * deltaA
 */
              __pyx_v_deltaA = (__pyx_v_deltaL / __pyx_v_aeraPixel);

              /* "splitPixel.pyx":408
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min
 *                     deltaA = deltaL / aeraPixel
 *                     outCount[bin0_min, bin1_min] += deltaA             # <<<<<<<<<<<<<<
 *                     outData[bin0_min, bin1_min] += data * deltaA
 *                     deltaR = fbin0_max - (< double > bin0_max)
 */
              __pyx_t_61 = __pyx_v_bin0_min;
              __pyx_t_62 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_61, __pyx_bstride_0_outCount, __pyx_t_62, __pyx_bstride_1_outCount) += __pyx_v_deltaA;

              /* "splitPixel.pyx":409
 *                     deltaA = deltaL / aeraPixel
 *                     outCount[bin0_min, bin1_min] += deltaA
 *                     outData[bin0_min, bin1_min] += data * deltaA             # <<<<<<<<<<<<<<
 *                     deltaR = fbin0_max - (< double > bin0_max)
 *                     deltaA = deltaR / aeraPixel
 */
              __pyx_t_67 = __pyx_v_bin0_min;
              __pyx_t_68 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_67, __pyx_bstride_0_outData, __pyx_t_68, __pyx_bstride_1_outData) += (__pyx_v_data * __pyx_v_deltaA);

              /* "splitPixel.pyx":410
 *                     outCount[bin0_min, bin1_min] += deltaA
 *                     outData[bin0_min, bin1_min] += data * deltaA
 *                     deltaR = fbin0_max - (< double > bin0_max)             # <<<<<<<<<<<<<<
 *                     deltaA = deltaR / aeraPixel
 *                     outCount[bin0_max, bin1_min] += deltaA
 */
              __pyx_v_deltaR = (__pyx_v_fbin0_max - ((double)__pyx_v_bin0_max));

              /* "splitPixel.pyx":411
 *                     outData[bin0_min, bin1_min] += data * deltaA
 *                     deltaR = fbin0_max - (< double > bin0_max)
 *                     deltaA = deltaR / aeraPixel             # <<<<<<<<<<<<<<
 *                     outCount[bin0_max, bin1_min] += deltaA
 *                     outData[bin0_max, bin1_min] += data * deltaA
 */
              __pyx_v_deltaA = (__pyx_v_deltaR / __pyx_v_aeraPixel);

              /* "splitPixel.pyx":412
 *                     deltaR = fbin0_max - (< double > bin0_max)
 *                     deltaA = deltaR / aeraPixel
 *                     outCount[bin0_max, bin1_min] += deltaA             # <<<<<<<<<<<<<<
 *                     outData[bin0_max, bin1_min] += data * deltaA
 *                     deltaA = 1.0 / aeraPixel
 */
              __pyx_t_69 = __pyx_v_bin0_max;
              __pyx_t_70 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_69, __pyx_bstride_0_outCount, __pyx_t_70, __pyx_bstride_1_outCount) += __pyx_v_deltaA;

              /* "splitPixel.pyx":413
 *                     deltaA = deltaR / aeraPixel
 *                     outCount[bin0_max, bin1_min] += deltaA
 *                     outData[bin0_max, bin1_min] += data * deltaA             # <<<<<<<<<<<<<<
 *                     deltaA = 1.0 / aeraPixel
 *                     for i in range(bin0_min + 1, bin0_max):
 */
              __pyx_t_71 = __pyx_v_bin0_max;
              __pyx_t_72 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_71, __pyx_bstride_0_outData, __pyx_t_72, __pyx_bstride_1_outData) += (__pyx_v_data * __pyx_v_deltaA);

              /* "splitPixel.pyx":414
 *                     outCount[bin0_max, bin1_min] += deltaA
 *                     outData[bin0_max, bin1_min] += data * deltaA
 *                     deltaA = 1.0 / aeraPixel             # <<<<<<<<<<<<<<
 *                     for i in range(bin0_min + 1, bin0_max):
 *                             outCount[i, bin1_min] += deltaA
 */
              __pyx_v_deltaA = (1.0 / __pyx_v_aeraPixel);

              /* "splitPixel.pyx":415
 *                     outData[bin0_max, bin1_min] += data * deltaA
 *                     deltaA = 1.0 / aeraPixel
 *                     for i in range(bin0_min + 1, bin0_max):             # <<<<<<<<<<<<<<
 *                             outCount[i, bin1_min] += deltaA
 *                             outData[i, bin1_min] += data * deltaA
 */
              __pyx_t_73 = __pyx_v_bin0_max;
              for (__pyx_t_74 = (__pyx_v_bin0_min + 1); __pyx_t_74 < __pyx_t_73; __pyx_t_74+=1) {
                __pyx_v_i = __pyx_t_74;

                /* "splitPixel.pyx":416
 *                     deltaA = 1.0 / aeraPixel
 *                     for i in range(bin0_min + 1, bin0_max):
 *                             outCount[i, bin1_min] += deltaA             # <<<<<<<<<<<<<<
 *                             outData[i, bin1_min] += data * deltaA
 *                 else:
 */
                __pyx_t_75 = __pyx_v_i;
                __pyx_t_76 = __pyx_v_bin1_min;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_75, __pyx_bstride_0_outCount, __pyx_t_76, __pyx_bstride_1_outCount) += __pyx_v_deltaA;

                /* "splitPixel.pyx":417
 *                     for i in range(bin0_min + 1, bin0_max):
 *                             outCount[i, bin1_min] += deltaA
 *                             outData[i, bin1_min] += data * deltaA             # <<<<<<<<<<<<<<
 *                 else:
 *                     #spread on n pix in dim0 and m pixel in dim1:
 */
                __pyx_t_77 = __pyx_v_i;
                __pyx_t_78 = __pyx_v_bin1_min;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_77, __pyx_bstride_0_outData, __pyx_t_78, __pyx_bstride_1_outData) += (__pyx_v_data * __pyx_v_deltaA);
              }
              goto __pyx_L67;
            }
            /*else*/ {

              /* "splitPixel.pyx":420
 *                 else:
 *                     #spread on n pix in dim0 and m pixel in dim1:
 *                     aeraPixel = (fbin0_max - fbin0_min) * (fbin1_max - fbin1_min)             # <<<<<<<<<<<<<<
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min
 *                     deltaR = fbin0_max - (< double > bin0_max)
 */
              __pyx_v_aeraPixel = ((__pyx_v_fbin0_max - __pyx_v_fbin0_min) * (__pyx_v_fbin1_max - __pyx_v_fbin1_min));

              /* "splitPixel.pyx":421
 *                     #spread on n pix in dim0 and m pixel in dim1:
 *                     aeraPixel = (fbin0_max - fbin0_min) * (fbin1_max - fbin1_min)
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min             # <<<<<<<<<<<<<<
 *                     deltaR = fbin0_max - (< double > bin0_max)
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 */
              __pyx_v_deltaL = (((double)(__pyx_v_bin0_min + 1)) - __pyx_v_fbin0_min);

              /* "splitPixel.pyx":422
 *                     aeraPixel = (fbin0_max - fbin0_min) * (fbin1_max - fbin1_min)
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min
 *                     deltaR = fbin0_max - (< double > bin0_max)             # <<<<<<<<<<<<<<
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 *                     deltaU = fbin1_max - (< double > bin1_max)
 */
              __pyx_v_deltaR = (__pyx_v_fbin0_max - ((double)__pyx_v_bin0_max));

              /* "splitPixel.pyx":423
 *                     deltaL = (< double > (bin0_min + 1)) - fbin0_min
 *                     deltaR = fbin0_max - (< double > bin0_max)
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min             # <<<<<<<<<<<<<<
 *                     deltaU = fbin1_max - (< double > bin1_max)
 *                     deltaA = 1.0 / aeraPixel
 */
              __pyx_v_deltaD = (((double)(__pyx_v_bin1_min + 1)) - __pyx_v_fbin1_min);

              /* "splitPixel.pyx":424
 *                     deltaR = fbin0_max - (< double > bin0_max)
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 *                     deltaU = fbin1_max - (< double > bin1_max)             # <<<<<<<<<<<<<<
 *                     deltaA = 1.0 / aeraPixel
 * 
 */
              __pyx_v_deltaU = (__pyx_v_fbin1_max - ((double)__pyx_v_bin1_max));

              /* "splitPixel.pyx":425
 *                     deltaD = (< double > (bin1_min + 1)) - fbin1_min
 *                     deltaU = fbin1_max - (< double > bin1_max)
 *                     deltaA = 1.0 / aeraPixel             # <<<<<<<<<<<<<<
 * 
 *                     outCount[bin0_min, bin1_min] += deltaA * deltaL * deltaD
 */
              __pyx_v_deltaA = (1.0 / __pyx_v_aeraPixel);

              /* "splitPixel.pyx":427
 *                     deltaA = 1.0 / aeraPixel
 * 
 *                     outCount[bin0_min, bin1_min] += deltaA * deltaL * deltaD             # <<<<<<<<<<<<<<
 *                     outData[bin0_min, bin1_min] += data * deltaA * deltaL * deltaD
 * 
 */
              __pyx_t_73 = __pyx_v_bin0_min;
              __pyx_t_74 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_73, __pyx_bstride_0_outCount, __pyx_t_74, __pyx_bstride_1_outCount) += ((__pyx_v_deltaA * __pyx_v_deltaL) * __pyx_v_deltaD);

              /* "splitPixel.pyx":428
 * 
 *                     outCount[bin0_min, bin1_min] += deltaA * deltaL * deltaD
 *                     outData[bin0_min, bin1_min] += data * deltaA * deltaL * deltaD             # <<<<<<<<<<<<<<
 * 
 *                     outCount[bin0_min, bin1_max] += deltaA * deltaL * deltaU
 */
              __pyx_t_79 = __pyx_v_bin0_min;
              __pyx_t_80 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_79, __pyx_bstride_0_outData, __pyx_t_80, __pyx_bstride_1_outData) += (((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaL) * __pyx_v_deltaD);

              /* "splitPixel.pyx":430
 *                     outData[bin0_min, bin1_min] += data * deltaA * deltaL * deltaD
 * 
 *                     outCount[bin0_min, bin1_max] += deltaA * deltaL * deltaU             # <<<<<<<<<<<<<<
 *                     outData[bin0_min, bin1_max] += data * deltaA * deltaL * deltaU
 * 
 */
              __pyx_t_81 = __pyx_v_bin0_min;
              __pyx_t_82 = __pyx_v_bin1_max;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_81, __pyx_bstride_0_outCount, __pyx_t_82, __pyx_bstride_1_outCount) += ((__pyx_v_deltaA * __pyx_v_deltaL) * __pyx_v_deltaU);

              /* "splitPixel.pyx":431
 * 
 *                     outCount[bin0_min, bin1_max] += deltaA * deltaL * deltaU
 *                     outData[bin0_min, bin1_max] += data * deltaA * deltaL * deltaU             # <<<<<<<<<<<<<<
 * 
 *                     outCount[bin0_max, bin1_min] += deltaA * deltaR * deltaD
 */
              __pyx_t_83 = __pyx_v_bin0_min;
              __pyx_t_84 = __pyx_v_bin1_max;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_83, __pyx_bstride_0_outData, __pyx_t_84, __pyx_bstride_1_outData) += (((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaL) * __pyx_v_deltaU);

              /* "splitPixel.pyx":433
 *                     outData[bin0_min, bin1_max] += data * deltaA * deltaL * deltaU
 * 
 *                     outCount[bin0_max, bin1_min] += deltaA * deltaR * deltaD             # <<<<<<<<<<<<<<
 *                     outData[bin0_max, bin1_min] += data * deltaA * deltaR * deltaD
 * 
 */
              __pyx_t_85 = __pyx_v_bin0_max;
              __pyx_t_86 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_85, __pyx_bstride_0_outCount, __pyx_t_86, __pyx_bstride_1_outCount) += ((__pyx_v_deltaA * __pyx_v_deltaR) * __pyx_v_deltaD);

              /* "splitPixel.pyx":434
 * 
 *                     outCount[bin0_max, bin1_min] += deltaA * deltaR * deltaD
 *                     outData[bin0_max, bin1_min] += data * deltaA * deltaR * deltaD             # <<<<<<<<<<<<<<
 * 
 *                     outCount[bin0_max, bin1_max] += deltaA * deltaR * deltaU
 */
              __pyx_t_87 = __pyx_v_bin0_max;
              __pyx_t_88 = __pyx_v_bin1_min;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_87, __pyx_bstride_0_outData, __pyx_t_88, __pyx_bstride_1_outData) += (((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaR) * __pyx_v_deltaD);

              /* "splitPixel.pyx":436
 *                     outData[bin0_max, bin1_min] += data * deltaA * deltaR * deltaD
 * 
 *                     outCount[bin0_max, bin1_max] += deltaA * deltaR * deltaU             # <<<<<<<<<<<<<<
 *                     outData[bin0_max, bin1_max] += data * deltaA * deltaR * deltaU
 *                     for i in range(bin0_min + 1, bin0_max):
 */
              __pyx_t_89 = __pyx_v_bin0_max;
              __pyx_t_90 = __pyx_v_bin1_max;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_89, __pyx_bstride_0_outCount, __pyx_t_90, __pyx_bstride_1_outCount) += ((__pyx_v_deltaA * __pyx_v_deltaR) * __pyx_v_deltaU);

              /* "splitPixel.pyx":437
 * 
 *                     outCount[bin0_max, bin1_max] += deltaA * deltaR * deltaU
 *                     outData[bin0_max, bin1_max] += data * deltaA * deltaR * deltaU             # <<<<<<<<<<<<<<
 *                     for i in range(bin0_min + 1, bin0_max):
 *                             outCount[i, bin1_min] += deltaA * deltaD
 */
              __pyx_t_91 = __pyx_v_bin0_max;
              __pyx_t_92 = __pyx_v_bin1_max;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_91, __pyx_bstride_0_outData, __pyx_t_92, __pyx_bstride_1_outData) += (((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaR) * __pyx_v_deltaU);

              /* "splitPixel.pyx":438
 *                     outCount[bin0_max, bin1_max] += deltaA * deltaR * deltaU
 *                     outData[bin0_max, bin1_max] += data * deltaA * deltaR * deltaU
 *                     for i in range(bin0_min + 1, bin0_max):             # <<<<<<<<<<<<<<
 *                             outCount[i, bin1_min] += deltaA * deltaD
 *                             outData[i, bin1_min] += data * deltaA * deltaD
 */
              __pyx_t_93 = __pyx_v_bin0_max;
              for (__pyx_t_94 = (__pyx_v_bin0_min + 1); __pyx_t_94 < __pyx_t_93; __pyx_t_94+=1) {
                __pyx_v_i = __pyx_t_94;

                /* "splitPixel.pyx":439
 *                     outData[bin0_max, bin1_max] += data * deltaA * deltaR * deltaU
 *                     for i in range(bin0_min + 1, bin0_max):
 *                             outCount[i, bin1_min] += deltaA * deltaD             # <<<<<<<<<<<<<<
 *                             outData[i, bin1_min] += data * deltaA * deltaD
 *                             for j in range(bin1_min + 1, bin1_max):
 */
                __pyx_t_95 = __pyx_v_i;
                __pyx_t_96 = __pyx_v_bin1_min;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_95, __pyx_bstride_0_outCount, __pyx_t_96, __pyx_bstride_1_outCount) += (__pyx_v_deltaA * __pyx_v_deltaD);

                /* "splitPixel.pyx":440
 *                     for i in range(bin0_min + 1, bin0_max):
 *                             outCount[i, bin1_min] += deltaA * deltaD
 *                             outData[i, bin1_min] += data * deltaA * deltaD             # <<<<<<<<<<<<<<
 *                             for j in range(bin1_min + 1, bin1_max):
 *                                 outCount[i, j] += deltaA
 */
                __pyx_t_97 = __pyx_v_i;
                __pyx_t_98 = __pyx_v_bin1_min;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_97, __pyx_bstride_0_outData, __pyx_t_98, __pyx_bstride_1_outData) += ((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaD);

                /* "splitPixel.pyx":441
 *                             outCount[i, bin1_min] += deltaA * deltaD
 *                             outData[i, bin1_min] += data * deltaA * deltaD
 *                             for j in range(bin1_min + 1, bin1_max):             # <<<<<<<<<<<<<<
 *                                 outCount[i, j] += deltaA
 *                                 outData[i, j] += data * deltaA
 */
                __pyx_t_99 = __pyx_v_bin1_max;
                for (__pyx_t_100 = (__pyx_v_bin1_min + 1); __pyx_t_100 < __pyx_t_99; __pyx_t_100+=1) {
                  __pyx_v_j = __pyx_t_100;

                  /* "splitPixel.pyx":442
 *                             outData[i, bin1_min] += data * deltaA * deltaD
 *                             for j in range(bin1_min + 1, bin1_max):
 *                                 outCount[i, j] += deltaA             # <<<<<<<<<<<<<<
 *                                 outData[i, j] += data * deltaA
 *                             outCount[i, bin1_max] += deltaA * deltaU
 */
                  __pyx_t_101 = __pyx_v_i;
                  __pyx_t_102 = __pyx_v_j;
                  *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_101, __pyx_bstride_0_outCount, __pyx_t_102, __pyx_bstride_1_outCount) += __pyx_v_deltaA;

                  /* "splitPixel.pyx":443
 *                             for j in range(bin1_min + 1, bin1_max):
 *                                 outCount[i, j] += deltaA
 *                                 outData[i, j] += data * deltaA             # <<<<<<<<<<<<<<
 *                             outCount[i, bin1_max] += deltaA * deltaU
 *                             outData[i, bin1_max] += data * deltaA * deltaU
 */
                  __pyx_t_103 = __pyx_v_i;
                  __pyx_t_104 = __pyx_v_j;
                  *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_103, __pyx_bstride_0_outData, __pyx_t_104, __pyx_bstride_1_outData) += (__pyx_v_data * __pyx_v_deltaA);
                }

                /* "splitPixel.pyx":444
 *                                 outCount[i, j] += deltaA
 *                                 outData[i, j] += data * deltaA
 *                             outCount[i, bin1_max] += deltaA * deltaU             # <<<<<<<<<<<<<<
 *                             outData[i, bin1_max] += data * deltaA * deltaU
 *                     for j in range(bin1_min + 1, bin1_max):
 */
                __pyx_t_99 = __pyx_v_i;
                __pyx_t_100 = __pyx_v_bin1_max;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_99, __pyx_bstride_0_outCount, __pyx_t_100, __pyx_bstride_1_outCount) += (__pyx_v_deltaA * __pyx_v_deltaU);

                /* "splitPixel.pyx":445
 *                                 outData[i, j] += data * deltaA
 *                             outCount[i, bin1_max] += deltaA * deltaU
 *                             outData[i, bin1_max] += data * deltaA * deltaU             # <<<<<<<<<<<<<<
 *                     for j in range(bin1_min + 1, bin1_max):
 *                             outCount[bin0_min, j] += deltaA * deltaL
 */
                __pyx_t_105 = __pyx_v_i;
                __pyx_t_106 = __pyx_v_bin1_max;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_105, __pyx_bstride_0_outData, __pyx_t_106, __pyx_bstride_1_outData) += ((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaU);
              }

              /* "splitPixel.pyx":446
 *                             outCount[i, bin1_max] += deltaA * deltaU
 *                             outData[i, bin1_max] += data * deltaA * deltaU
 *                     for j in range(bin1_min + 1, bin1_max):             # <<<<<<<<<<<<<<
 *                             outCount[bin0_min, j] += deltaA * deltaL
 *                             outData[bin0_min, j] += data * deltaA * deltaL
 */
              __pyx_t_93 = __pyx_v_bin1_max;
              for (__pyx_t_94 = (__pyx_v_bin1_min + 1); __pyx_t_94 < __pyx_t_93; __pyx_t_94+=1) {
                __pyx_v_j = __pyx_t_94;

                /* "splitPixel.pyx":447
 *                             outData[i, bin1_max] += data * deltaA * deltaU
 *                     for j in range(bin1_min + 1, bin1_max):
 *                             outCount[bin0_min, j] += deltaA * deltaL             # <<<<<<<<<<<<<<
 *                             outData[bin0_min, j] += data * deltaA * deltaL
 * 
 */
                __pyx_t_107 = __pyx_v_bin0_min;
                __pyx_t_108 = __pyx_v_j;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_107, __pyx_bstride_0_outCount, __pyx_t_108, __pyx_bstride_1_outCount) += (__pyx_v_deltaA * __pyx_v_deltaL);

                /* "splitPixel.pyx":448
 *                     for j in range(bin1_min + 1, bin1_max):
 *                             outCount[bin0_min, j] += deltaA * deltaL
 *                             outData[bin0_min, j] += data * deltaA * deltaL             # <<<<<<<<<<<<<<
 * 
 *                             outCount[bin0_max, j] += deltaA * deltaR
 */
                __pyx_t_109 = __pyx_v_bin0_min;
                __pyx_t_110 = __pyx_v_j;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_109, __pyx_bstride_0_outData, __pyx_t_110, __pyx_bstride_1_outData) += ((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaL);

                /* "splitPixel.pyx":450
 *                             outData[bin0_min, j] += data * deltaA * deltaL
 * 
 *                             outCount[bin0_max, j] += deltaA * deltaR             # <<<<<<<<<<<<<<
 *                             outData[bin0_max, j] += data * deltaA * deltaR
 * 
 */
                __pyx_t_111 = __pyx_v_bin0_max;
                __pyx_t_112 = __pyx_v_j;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_111, __pyx_bstride_0_outCount, __pyx_t_112, __pyx_bstride_1_outCount) += (__pyx_v_deltaA * __pyx_v_deltaR);

                /* "splitPixel.pyx":451
 * 
 *                             outCount[bin0_max, j] += deltaA * deltaR
 *                             outData[bin0_max, j] += data * deltaA * deltaR             # <<<<<<<<<<<<<<
 * 
 *     #with nogil:
 */
                __pyx_t_113 = __pyx_v_bin0_max;
                __pyx_t_114 = __pyx_v_j;
                *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_113, __pyx_bstride_0_outData, __pyx_t_114, __pyx_bstride_1_outData) += ((__pyx_v_data * __pyx_v_deltaA) * __pyx_v_deltaR);
              }
            }
            __pyx_L67:;
          }
          __pyx_L63:;
          __pyx_L27_continue:;
        }

        /* "splitPixel.pyx":454
 * 
 *     #with nogil:
 *         for i in range(bins0):             # <<<<<<<<<<<<<<
 *             for j in range(bins1):
 *                 if outCount[i, j] > epsilon:
 */
        __pyx_t_9 = __pyx_v_bins0;
        for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_9; __pyx_t_2+=1) {
          __pyx_v_i = __pyx_t_2;

          /* "splitPixel.pyx":455
 *     #with nogil:
 *         for i in range(bins0):
 *             for j in range(bins1):             # <<<<<<<<<<<<<<
 *                 if outCount[i, j] > epsilon:
 *                     outMerge[i, j] = outData[i, j] / outCount[i, j]
 */
          __pyx_t_93 = __pyx_v_bins1;
          for (__pyx_t_94 = 0; __pyx_t_94 < __pyx_t_93; __pyx_t_94+=1) {
            __pyx_v_j = __pyx_t_94;

            /* "splitPixel.pyx":456
 *         for i in range(bins0):
 *             for j in range(bins1):
 *                 if outCount[i, j] > epsilon:             # <<<<<<<<<<<<<<
 *                     outMerge[i, j] = outData[i, j] / outCount[i, j]
 *                 else:
 */
            __pyx_t_115 = __pyx_v_i;
            __pyx_t_116 = __pyx_v_j;
            __pyx_t_19 = ((*__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_115, __pyx_bstride_0_outCount, __pyx_t_116, __pyx_bstride_1_outCount)) > __pyx_v_epsilon);
            if (__pyx_t_19) {

              /* "splitPixel.pyx":457
 *             for j in range(bins1):
 *                 if outCount[i, j] > epsilon:
 *                     outMerge[i, j] = outData[i, j] / outCount[i, j]             # <<<<<<<<<<<<<<
 *                 else:
 *                     outMerge[i, j] = dummy
 */
              __pyx_t_117 = __pyx_v_i;
              __pyx_t_118 = __pyx_v_j;
              __pyx_t_119 = __pyx_v_i;
              __pyx_t_120 = __pyx_v_j;
              __pyx_t_121 = __pyx_v_i;
              __pyx_t_122 = __pyx_v_j;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outMerge.buf, __pyx_t_121, __pyx_bstride_0_outMerge, __pyx_t_122, __pyx_bstride_1_outMerge) = ((*__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outData.buf, __pyx_t_117, __pyx_bstride_0_outData, __pyx_t_118, __pyx_bstride_1_outData)) / (*__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outCount.buf, __pyx_t_119, __pyx_bstride_0_outCount, __pyx_t_120, __pyx_bstride_1_outCount)));
              goto __pyx_L80;
            }
            /*else*/ {

              /* "splitPixel.pyx":459
 *                     outMerge[i, j] = outData[i, j] / outCount[i, j]
 *                 else:
 *                     outMerge[i, j] = dummy             # <<<<<<<<<<<<<<
 *     return outMerge.T, edges0, edges1, outData.T, outCount.T
 * 
 */
              __pyx_t_123 = __pyx_v_i;
              __pyx_t_124 = __pyx_v_j;
              *__Pyx_BufPtrStrided2d(__pyx_t_10splitPixel_DTYPE_float64_t *, __pyx_bstruct_outMerge.buf, __pyx_t_123, __pyx_bstride_0_outMerge, __pyx_t_124, __pyx_bstride_1_outMerge) = __pyx_v_dummy;
            }
            __pyx_L80:;
          }
        }
      }

      /* "splitPixel.pyx":300
 *     cdef double dpos1 = (pos1_max - pos1_min) / (< double > (bins1))
 * 
 *     with nogil:             # <<<<<<<<<<<<<<
 *         for i in range(bins0):
 *                 edges0[i] = pos0_min + (0.5 +< double > i) * dpos0
 */
      /*finally:*/ {
        int __pyx_why;
        __pyx_why = 0; goto __pyx_L22;
        __pyx_L21: __pyx_why = 4; goto __pyx_L22;
        __pyx_L22:;
        Py_BLOCK_THREADS
        switch (__pyx_why) {
          case 4: goto __pyx_L1_error;
        }
      }
  }

  /* "splitPixel.pyx":460
 *                 else:
 *                     outMerge[i, j] = dummy
 *     return outMerge.T, edges0, edges1, outData.T, outCount.T             # <<<<<<<<<<<<<<
 * 
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                    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_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 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;
  size_t new_count, enc_count;
  int is_complex;
  char enc_type;
  char new_packmode;
  char enc_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->new_packmode = '@';
  ctx->enc_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) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}

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_st_longlong;
#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_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}

static char __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->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
    }

    if (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",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)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 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;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T': /* substruct */
        {
          const char* ts_after_sub;
          size_t i, 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;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }        /* 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 &&
            ctx->enc_packmode == ctx->new_packmode) {
          /* 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_packmode = ctx->new_packmode;
          ctx->enc_type = *ts;
          ctx->is_complex = got_Z;
        }
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ParseNumber(&ts);
          if (number == -1) { /* First char was not a digit */
            PyErr_Format(PyExc_ValueError,
                         "Does not understand character buffer dtype format string ('%c')", *ts);
            return NULL;
          }
          ctx->new_count = (size_t)number; 
        }
    }
  }
}

static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}

static CYTHON_INLINE int __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack) {
  if (obj == Py_None || obj == NULL) {
    __Pyx_ZeroBuffer(buf);
    return 0;
  }
  buf->buf = NULL;
  if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
  if (buf->ndim != nd) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if ((unsigned)buf->itemsize != dtype->size) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%"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, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_ZeroBuffer(buf);
  return -1;
}

static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (info->buf == NULL) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}

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_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %"PY_FORMAT_SIZE_T"d value%s to unpack",
                 index, (index == 1) ? "" : "s");
}

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %"PY_FORMAT_SIZE_T"d)", expected);
}

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

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);
    }
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *local_type, *local_value, *local_tb;
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
    if (unlikely(tstate->curexc_type))
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
        goto bad;
    #endif
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
    Py_INCREF(local_type);
    Py_INCREF(local_value);
    Py_INCREF(local_tb);
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    /* Make sure tstate is in a consistent state when we XDECREF
       these objects (XDECREF may run arbitrary code). */
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}


#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    /* cause is unused */
    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, PyObject *cause) {
    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;
    }

    if (cause) {
        PyObject *fixed_cause;
        if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        }
        else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        }
        else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        if (!value) {
            value = PyObject_CallObject(type, NULL);
        }
        PyException_SetCause(value, fixed_cause);
    }

    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

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}

static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
  #if PY_VERSION_HEX >= 0x02060000
  if (PyObject_CheckBuffer(obj)) 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 PY_VERSION_HEX >= 0x02060000
    if (PyObject_CheckBuffer(obj)) {PyBuffer_Release(view); return;}
    #endif
    if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) __pyx_pf_5numpy_7ndarray_1__releasebuffer__(obj, view);
    Py_DECREF(obj);
    view->obj = NULL;
  }
}

#endif

static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) {
    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;
    #if PY_VERSION_HEX >= 0x02050000
    {
        PyObject *py_level = PyInt_FromLong(level);
        if (!py_level)
            goto bad;
        module = PyObject_CallFunctionObjArgs(py_import,
            name, global_dict, empty_dict, list, py_level, NULL);
        Py_DECREF(py_level);
    }
    #else
    if (level>0) {
        PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
        goto bad;
    }
    module = PyObject_CallFunctionObjArgs(py_import,
        name, global_dict, empty_dict, list, NULL);
    #endif
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 PyObject *__Pyx_GetStdout(void) {
    PyObject *f = PySys_GetObject((char *)"stdout");
    if (!f) {
        PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout");
    }
    return f;
}

static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) {
    PyObject* v;
    int i;

    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) {
        if (PyFile_SoftSpace(f, 1)) {
            if (PyFile_WriteString(" ", f) < 0)
                return -1;
        }
        v = PyTuple_GET_ITEM(arg_tuple, i);
        if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0)
            return -1;
        if (PyString_Check(v)) {
            char *s = PyString_AsString(v);
            Py_ssize_t len = PyString_Size(v);
            if (len > 0 &&
                isspace(Py_CHARMASK(s[len-1])) &&
                s[len-1] != ' ')
                    PyFile_SoftSpace(f, 0);
        }
    }
    if (newline) {
        if (PyFile_WriteString("\n", f) < 0)
            return -1;
        PyFile_SoftSpace(f, 0);
    }
    return 0;
}

#else /* Python 3 has a print function */

static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) {
    PyObject* kwargs = 0;
    PyObject* result = 0;
    PyObject* end_string;
    if (unlikely(!__pyx_print)) {
        __pyx_print = __Pyx_GetAttrString(__pyx_b, "print");
        if (!__pyx_print)
            return -1;
    }
    if (stream) {
        kwargs = PyDict_New();
        if (unlikely(!kwargs))
            return -1;
        if (unlikely(PyDict_SetItemString(kwargs, "file", stream) < 0))
            goto bad;
        if (!newline) {
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                goto bad;
            if (PyDict_SetItemString(kwargs, "end", end_string) < 0) {
                Py_DECREF(end_string);
                goto bad;
            }
            Py_DECREF(end_string);
        }
    } else if (!newline) {
        if (unlikely(!__pyx_print_kwargs)) {
            __pyx_print_kwargs = PyDict_New();
            if (unlikely(!__pyx_print_kwargs))
                return -1;
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                return -1;
            if (PyDict_SetItemString(__pyx_print_kwargs, "end", end_string) < 0) {
                Py_DECREF(end_string);
                return -1;
            }
            Py_DECREF(end_string);
        }
        kwargs = __pyx_print_kwargs;
    }
    result = PyObject_Call(__pyx_print, arg_tuple, kwargs);
    if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs))
        Py_DECREF(kwargs);
    if (!result)
        return -1;
    Py_DECREF(result);
    return 0;
bad:
    if (kwargs != __pyx_print_kwargs)
        Py_XDECREF(kwargs);
    return -1;
}

#endif

#if PY_MAJOR_VERSION < 3

static int __Pyx_PrintOne(PyObject* f, PyObject *o) {
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    if (PyFile_SoftSpace(f, 0)) {
        if (PyFile_WriteString(" ", f) < 0)
            return -1;
    }
    if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0)
        return -1;
    if (PyFile_WriteString("\n", f) < 0)
        return -1;
    return 0;
    /* the line below is just to avoid compiler
     * compiler warnings about unused functions */
    return __Pyx_Print(f, NULL, 0);
}

#else /* Python 3 has a print function */

static int __Pyx_PrintOne(PyObject* stream, PyObject *o) {
    int res;
    PyObject* arg_tuple = PyTuple_New(1);
    if (unlikely(!arg_tuple))
        return -1;
    Py_INCREF(o);
    PyTuple_SET_ITEM(arg_tuple, 0, o);
    res = __Pyx_Print(stream, arg_tuple, 1);
    Py_DECREF(arg_tuple);
    return res;
}

#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;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(a, a);
                    case 3:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, a);
                    case 4:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_absf(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

#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;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(a, a);
                    case 3:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, a);
                    case 4:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_abs(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

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 (unsigned long)PyLong_AsUnsignedLong(x);
        } else {
            return (unsigned long)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 (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (unsigned PY_LONG_LONG)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 (long)PyLong_AsUnsignedLong(x);
        } else {
            return (long)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 (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (PY_LONG_LONG)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 (signed long)PyLong_AsUnsignedLong(x);
        } else {
            return (signed long)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 (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (signed PY_LONG_LONG)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;
    }
}

static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        #if PY_VERSION_HEX < 0x02050000
        return PyErr_Warn(NULL, message);
        #else
        return PyErr_WarnEx(NULL, message, 1);
        #endif
    }
    return 0;
}

#ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
    size_t size, int strict)
{
    PyObject *py_module = 0;
    PyObject *result = 0;
    PyObject *py_name = 0;
    char warning[200];

    py_module = __Pyx_ImportModule(module_name);
    if (!py_module)
        goto bad;
    py_name = __Pyx_PyIdentifier_FromString(class_name);
    if (!py_name)
        goto bad;
    result = PyObject_GetAttr(py_module, py_name);
    Py_DECREF(py_name);
    py_name = 0;
    Py_DECREF(py_module);
    py_module = 0;
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%s.%s is not a type object",
            module_name, class_name);
        goto bad;
    }
    if (!strict && ((PyTypeObject *)result)->tp_basicsize > (Py_ssize_t)size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility",
            module_name, class_name);
        #if PY_VERSION_HEX < 0x02050000
        if (PyErr_Warn(NULL, warning) < 0) goto bad;
        #else
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
        #endif
    }
    else if (((PyTypeObject *)result)->tp_basicsize != (Py_ssize_t)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 NULL;
}
#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;

    py_name = __Pyx_PyIdentifier_FromString(name);
    if (!py_name)
        goto bad;
    py_module = PyImport_Import(py_name);
    Py_DECREF(py_name);
    return py_module;
bad:
    Py_XDECREF(py_name);
    return 0;
}
#endif

#include "compile.h"
#include "frameobject.h"
#include "traceback.h"

static void __Pyx_AddTraceback(const char *funcname, int __pyx_clineno,
                               int __pyx_lineno, const char *__pyx_filename) {
    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 = __Pyx_PyCode_New(
        0,            /*int argcount,*/
        0,            /*int kwonlyargcount,*/
        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 */
