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#define PY_SSIZE_T_CLEAN
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#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
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#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
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  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
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#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
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#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
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  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
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  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
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#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
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#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
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#if PY_VERSION_HEX < 0x030200A4
  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
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#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
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
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    #define CYTHON_RESTRICT
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#endif
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and
   a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is
   a quiet NaN. */
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif
#ifdef __cplusplus
template<typename T>
void __Pyx_call_destructor(T* x) {
    x->~T();
}
#endif


#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif

#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__sppy__csarray1d_sub
#define __PYX_HAVE_API__sppy__csarray1d_sub
#include "include/SparseVectorExt.h"
#include "string.h"
#include "stdio.h"
#include "stdlib.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#include <vector>
#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif

#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif
typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (    \
    (sizeof(type) < sizeof(Py_ssize_t))  ||             \
    (sizeof(type) > sizeof(Py_ssize_t) &&               \
          likely(v < (type)PY_SSIZE_T_MAX ||            \
                 v == (type)PY_SSIZE_T_MAX)  &&         \
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||       \
                                v == (type)PY_SSIZE_T_MIN)))  ||  \
    (sizeof(type) == sizeof(Py_ssize_t) &&              \
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||        \
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyObject_AsSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromUString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromUString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromUString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromUString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((const char*)s)
#if PY_MAJOR_VERSION < 3
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
{
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#else
#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
#endif
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_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);
#if CYTHON_COMPILING_IN_CPYTHON
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    const char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    if (strcmp(default_encoding_c, "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (!ascii_chars_u) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
        Py_DECREF(ascii_chars_u);
        Py_DECREF(ascii_chars_b);
    }
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c));
    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


/* Test for GCC > 2.95 */
#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
  #define likely(x)   __builtin_expect(!!(x), 1)
  #define unlikely(x) __builtin_expect(!!(x), 0)
#else /* !__GNUC__ or GCC < 2.95 */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */

static PyObject *__pyx_m;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static 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[] = {
  "sppy/csarray1d_sub.pyx",
  "__init__.pxd",
  "type.pxd",
};
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
  const char* name;
  struct __Pyx_StructField_* fields;
  size_t size;
  size_t arraysize[8];
  int ndim;
  char typegroup;
  char is_unsigned;
  int flags;
} __Pyx_TypeInfo;
typedef struct __Pyx_StructField_ {
  __Pyx_TypeInfo* type;
  const char* name;
  size_t offset;
} __Pyx_StructField;
typedef struct {
  __Pyx_StructField* field;
  size_t parent_offset;
} __Pyx_BufFmt_StackElem;
typedef struct {
  __Pyx_StructField root;
  __Pyx_BufFmt_StackElem* head;
  size_t fmt_offset;
  size_t new_count, enc_count;
  size_t struct_alignment;
  int is_complex;
  char enc_type;
  char new_packmode;
  char enc_packmode;
  char is_valid_array;
} __Pyx_BufFmt_Context;


/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":723
 * # 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;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":724
 * 
 * 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;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":725
 * 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;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":726
 * 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;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":730
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
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typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":731
 * 
 * ctypedef npy_uint8      uint8_t
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typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":732
 * ctypedef npy_uint8      uint8_t
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 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
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typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":733
 * ctypedef npy_uint16     uint16_t
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/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":737
 * #ctypedef npy_uint128    uint128_t
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 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
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/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":738
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
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typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":747
 * # The int types are mapped a bit surprising --
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 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
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typedef npy_long __pyx_t_5numpy_int_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":748
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
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 * ctypedef npy_longlong   longlong_t
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 */
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":749
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
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 * ctypedef npy_ulong      uint_t
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typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":751
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
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typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":752
 * 
 * ctypedef npy_ulong      uint_t
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typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":753
 * ctypedef npy_ulong      uint_t
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typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":755
 * ctypedef npy_ulonglong  ulonglong_t
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typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":756
 * 
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typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":758
 * ctypedef npy_uintp      uintp_t
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 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
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typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":759
 * 
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typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":760
 * ctypedef npy_double     float_t
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struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char;
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short;
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int;
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long;
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float;
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":762
 * ctypedef npy_longdouble longdouble_t
 * 
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 * ctypedef npy_cdouble     cdouble_t
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typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":763
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
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typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":764
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
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typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":766
 * ctypedef npy_clongdouble clongdouble_t
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/* "sppy/csarray1d_sub.pxd":27
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struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char {
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/* "sppy/csarray1d_sub.pxd":29
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struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short {
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/* "sppy/csarray1d_sub.pxd":31
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struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int {
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/* "sppy/csarray1d_sub.pxd":33
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 */
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long {
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  SparseVectorExt<long>  *thisPtr;
};


/* "sppy/csarray1d_sub.pxd":35
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 * cdef class csarray1d_float:             # <<<<<<<<<<<<<<
 *     cdef SparseVectorExt[float] *thisPtr
 * cdef class csarray1d_double:
 */
struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float {
  PyObject_HEAD
  SparseVectorExt<float>  *thisPtr;
};


/* "sppy/csarray1d_sub.pxd":37
 * cdef class csarray1d_float:
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 * cdef class csarray1d_double:             # <<<<<<<<<<<<<<
 *     cdef SparseVectorExt[double] *thisPtr
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struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double {
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static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
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static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
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#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \
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static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb);
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static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

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static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);

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/* Module declarations from 'cpython.buffer' */

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/* Module declarations from 'libc.string' */

/* Module declarations from 'libc.stdio' */

/* Module declarations from 'cpython.object' */

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.type' */
static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;

/* Module declarations from 'libc.stdlib' */

/* Module declarations from 'numpy' */

/* Module declarations from 'numpy' */
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/* Module declarations from 'cython' */

/* Module declarations from 'libcpp.vector' */

/* Module declarations from 'sppy.csarray1d_sub' */
static PyTypeObject *__pyx_ptype_4sppy_13csarray1d_sub_csarray1d_signed_char = 0;
static PyTypeObject *__pyx_ptype_4sppy_13csarray1d_sub_csarray1d_short = 0;
static PyTypeObject *__pyx_ptype_4sppy_13csarray1d_sub_csarray1d_int = 0;
static PyTypeObject *__pyx_ptype_4sppy_13csarray1d_sub_csarray1d_long = 0;
static PyTypeObject *__pyx_ptype_4sppy_13csarray1d_sub_csarray1d_float = 0;
static PyTypeObject *__pyx_ptype_4sppy_13csarray1d_sub_csarray1d_double = 0;
static __Pyx_TypeInfo __Pyx_TypeInfo_long = { "long", NULL, sizeof(long), { 0 }, 0, IS_UNSIGNED(long) ? 'U' : 'I', IS_UNSIGNED(long), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int_t = { "int_t", NULL, sizeof(__pyx_t_5numpy_int_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int_t), 0 };
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#define __Pyx_MODULE_NAME "sppy.csarray1d_sub"
int __pyx_module_is_main_sppy__csarray1d_sub = 0;

/* Implementation of 'sppy.csarray1d_sub' */
static PyObject *__pyx_builtin_property;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_RuntimeError;
static int __pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char___cinit__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_2__abs__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_4__add__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_a); /* proto */
static void __pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_6__dealloc__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_8__getitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, PyObject *__pyx_v_ind); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_10__getNDim(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_12__getShape(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_14__getSize(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_16__mul__(PyObject *__pyx_v_self, double __pyx_v_x); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_18__neg__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_20__setitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, PyObject *__pyx_v_ind, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_22__sub__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_24copy(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_26dotCsarray1d(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_28dtype(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_30getnnz(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_32hadamard(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_34max(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_36mean(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_38min(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_40nonzero(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_42ones(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_44put(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, PyObject *__pyx_v_val, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_46reserve(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_48std(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_50subArray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_52sum(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_54toarray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_56values(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_21csarray1d_signed_char_58var(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_signed_char *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short___cinit__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_2__abs__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_4__add__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_a); /* proto */
static void __pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_6__dealloc__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_8__getitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, PyObject *__pyx_v_ind); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_10__getNDim(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_12__getShape(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_14__getSize(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_16__mul__(PyObject *__pyx_v_self, double __pyx_v_x); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_18__neg__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_20__setitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, PyObject *__pyx_v_ind, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_22__sub__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_24copy(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_26dotCsarray1d(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_28dtype(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_30getnnz(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_32hadamard(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_34max(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_36mean(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_38min(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_40nonzero(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_42ones(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_44put(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, PyObject *__pyx_v_val, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_46reserve(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_48std(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_50subArray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_52sum(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_54toarray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_56values(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_short_58var(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int___cinit__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_2__abs__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_4__add__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_a); /* proto */
static void __pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_6__dealloc__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_8__getitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, PyObject *__pyx_v_ind); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_10__getNDim(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_12__getShape(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_14__getSize(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_16__mul__(PyObject *__pyx_v_self, double __pyx_v_x); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_18__neg__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_20__setitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, PyObject *__pyx_v_ind, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_22__sub__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_24copy(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_26dotCsarray1d(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_28dtype(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_30getnnz(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_32hadamard(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_34max(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_36mean(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_38min(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_40nonzero(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_42ones(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_44put(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, PyObject *__pyx_v_val, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_46reserve(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_48std(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_50subArray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_52sum(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_54toarray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_56values(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_13csarray1d_int_58var(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long___cinit__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_2__abs__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_4__add__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_a); /* proto */
static void __pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_6__dealloc__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_8__getitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, PyObject *__pyx_v_ind); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_10__getNDim(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_12__getShape(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_14__getSize(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_16__mul__(PyObject *__pyx_v_self, double __pyx_v_x); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_18__neg__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_20__setitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, PyObject *__pyx_v_ind, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_22__sub__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_24copy(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_26dotCsarray1d(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_28dtype(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_30getnnz(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_32hadamard(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_34max(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_36mean(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_38min(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_40nonzero(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_42ones(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_44put(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, PyObject *__pyx_v_val, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_46reserve(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_48std(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_50subArray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_52sum(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_54toarray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_56values(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_14csarray1d_long_58var(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float___cinit__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_2__abs__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_4__add__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_a); /* proto */
static void __pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_6__dealloc__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_8__getitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, PyObject *__pyx_v_ind); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_10__getNDim(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_12__getShape(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_14__getSize(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_16__mul__(PyObject *__pyx_v_self, double __pyx_v_x); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_18__neg__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_20__setitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, PyObject *__pyx_v_ind, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_22__sub__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_24copy(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_26dotCsarray1d(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_28dtype(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_30getnnz(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_32hadamard(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_34max(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_36mean(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_38min(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_40nonzero(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_42ones(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_44put(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, PyObject *__pyx_v_val, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_46reserve(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_48std(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_50subArray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_52sum(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_54toarray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_56values(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_15csarray1d_float_58var(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double___cinit__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_2__abs__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_4__add__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_a); /* proto */
static void __pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_6__dealloc__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_8__getitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, PyObject *__pyx_v_ind); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_10__getNDim(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
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static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_14__getSize(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_16__mul__(PyObject *__pyx_v_self, double __pyx_v_x); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_18__neg__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static int __pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_20__setitem__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, PyObject *__pyx_v_ind, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_22__sub__(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_24copy(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_26dotCsarray1d(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_28dtype(CYTHON_UNUSED struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_30getnnz(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_32hadamard(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_a); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_34max(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_36mean(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_38min(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_40nonzero(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_42ones(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_44put(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, PyObject *__pyx_v_val, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_46reserve(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, int __pyx_v_n); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_48std(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_50subArray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self, PyArrayObject *__pyx_v_inds); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_52sum(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_54toarray(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_56values(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_4sppy_13csarray1d_sub_16csarray1d_double_58var(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_double *__pyx_v_self); /* proto */
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static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_int(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_long(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_float(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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/* "sppy/csarray1d_sub.pyx":13
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static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_signed_char(PyTypeObject *t, PyObject *a, PyObject *k) {
  PyObject *o;
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    o = (*t->tp_alloc)(t, 0);
  } else {
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  }
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  }
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}

static void __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_signed_char(PyObject *o) {
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    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
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  }
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}
static PyObject *__pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_signed_char(PyObject *o, Py_ssize_t i) {
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}

static int __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_signed_char(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_21__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyMethodDef __pyx_methods_4sppy_13csarray1d_sub_csarray1d_signed_char[] = {
  {"__getNDim", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_11__getNDim, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_10__getNDim},
  {"__getShape", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_13__getShape, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_12__getShape},
  {"__getSize", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_15__getSize, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_14__getSize},
  {"copy", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_25copy, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_24copy},
  {"dotCsarray1d", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_27dotCsarray1d, METH_O, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_26dotCsarray1d},
  {"dtype", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_29dtype, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_28dtype},
  {"getnnz", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_31getnnz, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_30getnnz},
  {"hadamard", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_33hadamard, METH_O, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_32hadamard},
  {"max", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_35max, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_34max},
  {"mean", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_37mean, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_36mean},
  {"min", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_39min, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_38min},
  {"nonzero", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_41nonzero, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_40nonzero},
  {"ones", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_43ones, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_42ones},
  {"put", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_45put, METH_VARARGS|METH_KEYWORDS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_44put},
  {"reserve", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_47reserve, METH_O, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_46reserve},
  {"std", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_49std, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_48std},
  {"subArray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_51subArray, METH_O, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_50subArray},
  {"sum", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_53sum, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_52sum},
  {"toarray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_55toarray, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_54toarray},
  {"values", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_57values, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_56values},
  {"var", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_59var, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_21csarray1d_signed_char_58var},
  {0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_csarray1d_signed_char = {
  __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_5__add__, /*nb_add*/
  __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_23__sub__, /*nb_subtract*/
  __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_17__mul__, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_19__neg__, /*nb_negative*/
  0, /*nb_positive*/
  __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_3__abs__, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
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  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*nb_hex*/
  #endif
  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
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  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
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  0, /*nb_matrix_multiply*/
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  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
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};

static PySequenceMethods __pyx_tp_as_sequence_csarray1d_signed_char = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_signed_char, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_csarray1d_signed_char = {
  0, /*mp_length*/
  __pyx_pw_4sppy_13csarray1d_sub_21csarray1d_signed_char_9__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_signed_char, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_4sppy_13csarray1d_sub_csarray1d_signed_char = {
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  0, /*tp_itemsize*/
  __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_signed_char, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
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  0, /*reserved*/
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  0, /*tp_repr*/
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  &__pyx_tp_as_sequence_csarray1d_signed_char, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_csarray1d_signed_char, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
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  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_4sppy_13csarray1d_sub_csarray1d_signed_char, /*tp_methods*/
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  0, /*tp_getset*/
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static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_short(PyTypeObject *t, PyObject *a, PyObject *k) {
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}

static void __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_short(PyObject *o) {
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  {
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}
static PyObject *__pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_short(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
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static int __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_short(PyObject *o, PyObject *i, PyObject *v) {
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      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
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}

static PyMethodDef __pyx_methods_4sppy_13csarray1d_sub_csarray1d_short[] = {
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  {"__getShape", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_13__getShape, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_12__getShape},
  {"__getSize", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_15__getSize, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_14__getSize},
  {"copy", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_25copy, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_24copy},
  {"dotCsarray1d", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_27dotCsarray1d, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_26dotCsarray1d},
  {"dtype", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_29dtype, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_28dtype},
  {"getnnz", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_31getnnz, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_30getnnz},
  {"hadamard", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_33hadamard, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_32hadamard},
  {"max", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_35max, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_34max},
  {"mean", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_37mean, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_36mean},
  {"min", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_39min, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_38min},
  {"nonzero", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_41nonzero, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_40nonzero},
  {"ones", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_43ones, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_42ones},
  {"put", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_45put, METH_VARARGS|METH_KEYWORDS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_44put},
  {"reserve", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_47reserve, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_46reserve},
  {"std", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_49std, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_48std},
  {"subArray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_51subArray, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_50subArray},
  {"sum", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_53sum, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_52sum},
  {"toarray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_55toarray, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_54toarray},
  {"values", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_57values, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_56values},
  {"var", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_59var, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_short_58var},
  {0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_csarray1d_short = {
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_5__add__, /*nb_add*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_23__sub__, /*nb_subtract*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_17__mul__, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_19__neg__, /*nb_negative*/
  0, /*nb_positive*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_3__abs__, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
  #else
  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*nb_hex*/
  #endif
  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_matrix_multiply*/
  #endif
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_csarray1d_short = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_short, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_csarray1d_short = {
  0, /*mp_length*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_short_9__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_short, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_4sppy_13csarray1d_sub_csarray1d_short = {
  PyVarObject_HEAD_INIT(0, 0)
  "sppy.csarray1d_sub.csarray1d_short", /*tp_name*/
  sizeof(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_short), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_short, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  &__pyx_tp_as_number_csarray1d_short, /*tp_as_number*/
  &__pyx_tp_as_sequence_csarray1d_short, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_csarray1d_short, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_4sppy_13csarray1d_sub_csarray1d_short, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_short, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_int(PyTypeObject *t, PyObject *a, PyObject *k) {
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  if (unlikely(__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_int(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_7__dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_int(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_int(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_21__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyMethodDef __pyx_methods_4sppy_13csarray1d_sub_csarray1d_int[] = {
  {"__getNDim", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_11__getNDim, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_10__getNDim},
  {"__getShape", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_13__getShape, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_12__getShape},
  {"__getSize", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_15__getSize, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_14__getSize},
  {"copy", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_25copy, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_24copy},
  {"dotCsarray1d", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_27dotCsarray1d, METH_O, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_26dotCsarray1d},
  {"dtype", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_29dtype, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_28dtype},
  {"getnnz", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_31getnnz, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_30getnnz},
  {"hadamard", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_33hadamard, METH_O, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_32hadamard},
  {"max", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_35max, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_34max},
  {"mean", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_37mean, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_36mean},
  {"min", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_39min, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_38min},
  {"nonzero", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_41nonzero, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_40nonzero},
  {"ones", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_43ones, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_42ones},
  {"put", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_45put, METH_VARARGS|METH_KEYWORDS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_44put},
  {"reserve", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_47reserve, METH_O, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_46reserve},
  {"std", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_49std, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_48std},
  {"subArray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_51subArray, METH_O, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_50subArray},
  {"sum", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_53sum, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_52sum},
  {"toarray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_55toarray, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_54toarray},
  {"values", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_57values, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_56values},
  {"var", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_59var, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_13csarray1d_int_58var},
  {0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_csarray1d_int = {
  __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_5__add__, /*nb_add*/
  __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_23__sub__, /*nb_subtract*/
  __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_17__mul__, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_19__neg__, /*nb_negative*/
  0, /*nb_positive*/
  __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_3__abs__, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
  #else
  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*nb_hex*/
  #endif
  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_matrix_multiply*/
  #endif
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_csarray1d_int = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_int, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_csarray1d_int = {
  0, /*mp_length*/
  __pyx_pw_4sppy_13csarray1d_sub_13csarray1d_int_9__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_int, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_4sppy_13csarray1d_sub_csarray1d_int = {
  PyVarObject_HEAD_INIT(0, 0)
  "sppy.csarray1d_sub.csarray1d_int", /*tp_name*/
  sizeof(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_int), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_int, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  &__pyx_tp_as_number_csarray1d_int, /*tp_as_number*/
  &__pyx_tp_as_sequence_csarray1d_int, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_csarray1d_int, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_4sppy_13csarray1d_sub_csarray1d_int, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_int, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_long(PyTypeObject *t, PyObject *a, PyObject *k) {
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  if (unlikely(__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_long(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_7__dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_long(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_long(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_21__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyMethodDef __pyx_methods_4sppy_13csarray1d_sub_csarray1d_long[] = {
  {"__getNDim", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_11__getNDim, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_10__getNDim},
  {"__getShape", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_13__getShape, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_12__getShape},
  {"__getSize", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_15__getSize, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_14__getSize},
  {"copy", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_25copy, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_24copy},
  {"dotCsarray1d", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_27dotCsarray1d, METH_O, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_26dotCsarray1d},
  {"dtype", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_29dtype, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_28dtype},
  {"getnnz", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_31getnnz, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_30getnnz},
  {"hadamard", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_33hadamard, METH_O, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_32hadamard},
  {"max", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_35max, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_34max},
  {"mean", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_37mean, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_36mean},
  {"min", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_39min, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_38min},
  {"nonzero", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_41nonzero, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_40nonzero},
  {"ones", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_43ones, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_42ones},
  {"put", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_45put, METH_VARARGS|METH_KEYWORDS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_44put},
  {"reserve", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_47reserve, METH_O, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_46reserve},
  {"std", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_49std, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_48std},
  {"subArray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_51subArray, METH_O, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_50subArray},
  {"sum", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_53sum, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_52sum},
  {"toarray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_55toarray, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_54toarray},
  {"values", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_57values, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_56values},
  {"var", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_59var, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_14csarray1d_long_58var},
  {0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_csarray1d_long = {
  __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_5__add__, /*nb_add*/
  __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_23__sub__, /*nb_subtract*/
  __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_17__mul__, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_19__neg__, /*nb_negative*/
  0, /*nb_positive*/
  __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_3__abs__, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
  #else
  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*nb_hex*/
  #endif
  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_matrix_multiply*/
  #endif
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_csarray1d_long = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_long, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_csarray1d_long = {
  0, /*mp_length*/
  __pyx_pw_4sppy_13csarray1d_sub_14csarray1d_long_9__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_long, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_4sppy_13csarray1d_sub_csarray1d_long = {
  PyVarObject_HEAD_INIT(0, 0)
  "sppy.csarray1d_sub.csarray1d_long", /*tp_name*/
  sizeof(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_long), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_long, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  &__pyx_tp_as_number_csarray1d_long, /*tp_as_number*/
  &__pyx_tp_as_sequence_csarray1d_long, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_csarray1d_long, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_4sppy_13csarray1d_sub_csarray1d_long, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_long, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_float(PyTypeObject *t, PyObject *a, PyObject *k) {
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  if (unlikely(__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_float(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_7__dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_float(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_float(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_21__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyMethodDef __pyx_methods_4sppy_13csarray1d_sub_csarray1d_float[] = {
  {"__getNDim", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_11__getNDim, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_10__getNDim},
  {"__getShape", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_13__getShape, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_12__getShape},
  {"__getSize", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_15__getSize, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_14__getSize},
  {"copy", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_25copy, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_24copy},
  {"dotCsarray1d", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_27dotCsarray1d, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_26dotCsarray1d},
  {"dtype", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_29dtype, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_28dtype},
  {"getnnz", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_31getnnz, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_30getnnz},
  {"hadamard", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_33hadamard, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_32hadamard},
  {"max", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_35max, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_34max},
  {"mean", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_37mean, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_36mean},
  {"min", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_39min, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_38min},
  {"nonzero", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_41nonzero, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_40nonzero},
  {"ones", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_43ones, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_42ones},
  {"put", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_45put, METH_VARARGS|METH_KEYWORDS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_44put},
  {"reserve", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_47reserve, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_46reserve},
  {"std", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_49std, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_48std},
  {"subArray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_51subArray, METH_O, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_50subArray},
  {"sum", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_53sum, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_52sum},
  {"toarray", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_55toarray, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_54toarray},
  {"values", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_57values, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_56values},
  {"var", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_59var, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_15csarray1d_float_58var},
  {0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_csarray1d_float = {
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_5__add__, /*nb_add*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_23__sub__, /*nb_subtract*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_17__mul__, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_19__neg__, /*nb_negative*/
  0, /*nb_positive*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_3__abs__, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
  #else
  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*nb_hex*/
  #endif
  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_matrix_multiply*/
  #endif
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_csarray1d_float = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_float, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_csarray1d_float = {
  0, /*mp_length*/
  __pyx_pw_4sppy_13csarray1d_sub_15csarray1d_float_9__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_float, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_4sppy_13csarray1d_sub_csarray1d_float = {
  PyVarObject_HEAD_INIT(0, 0)
  "sppy.csarray1d_sub.csarray1d_float", /*tp_name*/
  sizeof(struct __pyx_obj_4sppy_13csarray1d_sub_csarray1d_float), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_float, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  &__pyx_tp_as_number_csarray1d_float, /*tp_as_number*/
  &__pyx_tp_as_sequence_csarray1d_float, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_csarray1d_float, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_4sppy_13csarray1d_sub_csarray1d_float, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_float, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_4sppy_13csarray1d_sub_csarray1d_double(PyTypeObject *t, PyObject *a, PyObject *k) {
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  if (unlikely(__pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_1__cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_4sppy_13csarray1d_sub_csarray1d_double(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_7__dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_4sppy_13csarray1d_sub_csarray1d_double(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_4sppy_13csarray1d_sub_csarray1d_double(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_21__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyMethodDef __pyx_methods_4sppy_13csarray1d_sub_csarray1d_double[] = {
  {"__getNDim", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_11__getNDim, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_16csarray1d_double_10__getNDim},
  {"__getShape", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_13__getShape, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_16csarray1d_double_12__getShape},
  {"__getSize", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_15__getSize, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_16csarray1d_double_14__getSize},
  {"copy", (PyCFunction)__pyx_pw_4sppy_13csarray1d_sub_16csarray1d_double_25copy, METH_NOARGS, __pyx_doc_4sppy_13csarray1d_sub_16csarray1d_double_24copy},
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 * import numpy
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "../../../../../../../usr/local/lib/python3.4/dist-packages/Cython-0.21.1-py3.4-linux-x86_64.egg/Cython/Includes/numpy/__init__.pxd":976
 *      arr.base = baseptr
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     if arr.base is NULL:
 *         return None
 */

  /*--- Wrapped vars code ---*/

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static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
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static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
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    if (unlikely(!result)) {
        PyErr_Format(PyExc_NameError,
#if PY_MAJOR_VERSION >= 3
            "name '%U' is not defined", name);
#else
            "name '%.200s' is not defined", PyString_AS_STRING(name));
#endif
    }
    return result;
}

static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
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{
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    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    while (PyDict_Next(kwds, &pos, &key, &value)) {
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        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
            continue;
        }
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
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            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
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                    argname++;
                }
            }
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        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (**name == key) ? 0 :
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key);
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
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                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (!j) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o);
    if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o);
    if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (PyErr_ExceptionMatches(PyExc_OverflowError))
                        PyErr_Clear();
                    else
                        return NULL;
                }
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (is_list || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = func->ob_type->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    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);
#else
    PyErr_Restore(type, value, tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    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;
#else
    PyErr_Fetch(type, value, tb);
#endif
}

#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
    }
    if (PyType_Check(type)) {
#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#endif
        PyErr_NormalizeException(&type, &value, &tb);
    } else {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        type = (PyObject*) Py_TYPE(type);
        Py_INCREF(type);
        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: exception class must be a subclass of BaseException");
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        }
    }
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
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#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
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        PyErr_SetString(PyExc_TypeError,
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            PyErr_SetString(PyExc_TypeError,
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                goto bad;
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            value = owned_instance;
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                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
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        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
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#if PY_VERSION_HEX >= 0x03030000
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#else
    if (cause && cause != Py_None) {
#endif
        PyObject *fixed_cause;
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            fixed_cause = NULL;
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            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
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        PyException_SetCause(value, fixed_cause);
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    PyErr_SetObject(type, value);
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#if CYTHON_COMPILING_IN_PYPY
        PyObject *tmp_type, *tmp_value, *tmp_tb;
        PyErr_Fetch(tmp_type, tmp_value, tmp_tb);
        Py_INCREF(tb);
        PyErr_Restore(tmp_type, tmp_value, tb);
        Py_XDECREF(tmp_tb);
#else
        PyThreadState *tstate = PyThreadState_GET();
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            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
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#endif
    }
bad:
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}
#endif

static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) {
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        name, type->tp_name, Py_TYPE(obj)->tp_name);
}
static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
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{
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        #if PY_MAJOR_VERSION == 2
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        #endif
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    __Pyx_RaiseArgumentTypeInvalid(name, obj, type);
    return 0;
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static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
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#if CYTHON_COMPILING_IN_CPYTHON
    result = PyDict_GetItem(__pyx_d, name);
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        Py_INCREF(result);
    } else {
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
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}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
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    PyCFunction cfunc;
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    self = PyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
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static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#ifdef __Pyx_CyFunction_USED
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#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
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#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
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}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#ifdef __Pyx_CyFunction_USED
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#else
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#endif
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            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
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        PyErr_SetString(PyExc_SystemError, "Missing type object");
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    }
    if (likely(PyObject_TypeCheck(obj, type)))
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    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

static double __Pyx__PyObject_AsDouble(PyObject* obj) {
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#if CYTHON_COMPILING_IN_PYPY
    float_value = PyNumber_Float(obj);
#else
    PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number;
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        float_value = nb->nb_float(obj);
        if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) {
            PyErr_Format(PyExc_TypeError,
                "__float__ returned non-float (type %.200s)",
                Py_TYPE(float_value)->tp_name);
            Py_DECREF(float_value);
            goto bad;
        }
    } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) {
#if PY_MAJOR_VERSION >= 3
        float_value = PyFloat_FromString(obj);
#else
        float_value = PyFloat_FromString(obj, 0);
#endif
    } else {
        PyObject* args = PyTuple_New(1);
        if (unlikely(!args)) goto bad;
        PyTuple_SET_ITEM(args, 0, obj);
        float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0);
        PyTuple_SET_ITEM(args, 0, 0);
        Py_DECREF(args);
    }
#endif
    if (likely(float_value)) {
        double value = PyFloat_AS_DOUBLE(float_value);
        Py_DECREF(float_value);
        return value;
    }
bad:
    return (double)-1;
}

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

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
                 index, (index == 1) ? "" : "s");
}

static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) {
            PyObject *exc_value, *exc_tb;
            exc_value = tstate->curexc_value;
            exc_tb = tstate->curexc_traceback;
            tstate->curexc_type = 0;
            tstate->curexc_value = 0;
            tstate->curexc_traceback = 0;
            Py_DECREF(exc_type);
            Py_XDECREF(exc_value);
            Py_XDECREF(exc_tb);
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#else
    if (unlikely(PyErr_Occurred())) {
        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
            PyErr_Clear();
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#endif
}

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
  unsigned int n = 1;
  return *(unsigned char*)(&n) != 0;
}
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t < '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1)
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparseable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count;
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break;
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue;
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static CYTHON_INLINE PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number;
    int ndim = ctx->head->field->type->ndim;
;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return NULL;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
    while (*ts && *ts != ')') {
        switch (*ts) {
            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
            default:  break;
        }
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return NULL;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
            return PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
        if (*ts != ',' && *ts != ')')
            return PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim)
        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return NULL;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T':
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}':
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }
      case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 'p':
        if (ctx->enc_type == *ts && got_Z == ctx->is_complex &&
            ctx->enc_packmode == ctx->new_packmode) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
      case 's':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->enc_count = ctx->new_count;
        ctx->enc_packmode = ctx->new_packmode;
        ctx->enc_type = *ts;
        ctx->is_complex = got_Z;
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}
static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static CYTHON_INLINE int __Pyx_GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  if (obj == Py_None || obj == NULL) {
    __Pyx_ZeroBuffer(buf);
    return 0;
  }
  buf->buf = NULL;
  if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
  if (buf->ndim != nd) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if ((unsigned)buf->itemsize != dtype->size) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_ZeroBuffer(buf);
  return -1;
}
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (info->buf == NULL) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}

static void __Pyx_RaiseBufferFallbackError(void) {
  PyErr_SetString(PyExc_ValueError,
     "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
}

static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

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

static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

static PyObject *__Pyx_GetNameInClass(PyObject *nmspace, PyObject *name) {
    PyObject *result;
    result = __Pyx_PyObject_GetAttrStr(nmspace, name);
    if (!result)
        result = __Pyx_GetModuleGlobalName(name);
    return result;
}

static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = (start + end) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    py_code = __pyx_find_code_object(c_line ? c_line : py_line);
    if (!py_code) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        __pyx_d,      /*PyObject *globals,*/
        0                    /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    py_frame->f_lineno = py_line;
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; }
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif


          static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_VERSION_HEX < 0x03030000
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if (strchr(__Pyx_MODULE_NAME, '.')) {
                #if PY_VERSION_HEX < 0x03030000
                PyObject *py_level = PyInt_FromLong(1);
                if (!py_level)
                    goto bad;
                module = PyObject_CallFunctionObjArgs(py_import,
                    name, global_dict, empty_dict, list, py_level, NULL);
                Py_DECREF(py_level);
                #else
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                #endif
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_VERSION_HEX < 0x03030000
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_VERSION_HEX < 0x03030000
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)       \
    {                                                                     \
        func_type value = func_value;                                     \
        if (sizeof(target_type) < sizeof(func_type)) {                    \
            if (unlikely(value != (func_type) (target_type) value)) {     \
                func_type zero = 0;                                       \
                if (is_unsigned && unlikely(value < zero))                \
                    goto raise_neg_overflow;                              \
                else                                                      \
                    goto raise_overflow;                                  \
            }                                                             \
        }                                                                 \
        return (target_type) value;                                       \
    }

#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
 #endif
#endif

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(int) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x))
            } else if (sizeof(int) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(long) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
    const int neg_one = (int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(int) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_signed__char(signed char value) {
    const signed char neg_one = (signed char) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(signed char) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(signed char) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(signed char) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(signed char) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(signed char) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(signed char),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE signed char __Pyx_PyInt_As_signed__char(PyObject *x) {
    const signed char neg_one = (signed char) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(signed char) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(signed char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (signed char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(signed char, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(signed char) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(signed char, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(signed char) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(signed char, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(signed char,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(signed char, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(signed char) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(signed char, long, PyLong_AsLong(x))
            } else if (sizeof(signed char) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(signed char, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            signed char val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (signed char) -1;
        }
    } else {
        signed char val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (signed char) -1;
        val = __Pyx_PyInt_As_signed__char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to signed char");
    return (signed char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to signed char");
    return (signed char) -1;
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value) {
    const Py_intptr_t neg_one = (Py_intptr_t) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(Py_intptr_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(Py_intptr_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(Py_intptr_t),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) {
    const unsigned int neg_one = (unsigned int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(unsigned int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (unsigned int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(unsigned int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(unsigned int) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(unsigned int,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(unsigned int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(unsigned int, long, PyLong_AsLong(x))
            } else if (sizeof(unsigned int) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(unsigned int, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            unsigned int val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (unsigned int) -1;
        }
    } else {
        unsigned int val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (unsigned int) -1;
        val = __Pyx_PyInt_As_unsigned_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to unsigned int");
    return (unsigned int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to unsigned int");
    return (unsigned int) -1;
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) {
    const unsigned int neg_one = (unsigned int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(unsigned int) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(unsigned int) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(unsigned int) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(unsigned int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(unsigned int) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(unsigned int),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_short(short value) {
    const short neg_one = (short) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(short) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(short) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(short) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(short) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(short) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(short),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE short __Pyx_PyInt_As_short(PyObject *x) {
    const short neg_one = (short) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(short) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(short, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (short) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(short, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(short) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(short, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(short) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(short, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(short,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(short, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(short) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(short, long, PyLong_AsLong(x))
            } else if (sizeof(short) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(short, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            short val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (short) -1;
        }
    } else {
        short val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (short) -1;
        val = __Pyx_PyInt_As_short(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to short");
    return (short) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to short");
    return (short) -1;
}

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(long) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x))
            } else if (sizeof(long) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

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

#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

#ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
    size_t size, int strict)
{
    PyObject *py_module = 0;
    PyObject *result = 0;
    PyObject *py_name = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#endif
    py_module = __Pyx_ImportModule(module_name);
    if (!py_module)
        goto bad;
    py_name = __Pyx_PyIdentifier_FromString(class_name);
    if (!py_name)
        goto bad;
    result = PyObject_GetAttr(py_module, py_name);
    Py_DECREF(py_name);
    py_name = 0;
    Py_DECREF(py_module);
    py_module = 0;
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#else
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (!strict && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility",
            module_name, class_name);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    else if ((size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s has the wrong size, try recompiling",
            module_name, class_name);
        goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(py_module);
    Py_XDECREF(result);
    return NULL;
}
#endif

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
#if PY_VERSION_HEX < 0x03030000
        char* defenc_c;
        PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
        if (!defenc) return NULL;
        defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        {
            char* end = defenc_c + PyBytes_GET_SIZE(defenc);
            char* c;
            for (c = defenc_c; c < end; c++) {
                if ((unsigned char) (*c) >= 128) {
                    PyUnicode_AsASCIIString(o);
                    return NULL;
                }
            }
        }
#endif
        *length = PyBytes_GET_SIZE(defenc);
        return defenc_c;
#else
        if (__Pyx_PyUnicode_READY(o) == -1) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        if (PyUnicode_IS_ASCII(o)) {
            *length = PyUnicode_GET_LENGTH(o);
            return PyUnicode_AsUTF8(o);
        } else {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
#else
        return PyUnicode_AsUTF8AndSize(o, length);
#endif
#endif
    } else
#endif
#if !CYTHON_COMPILING_IN_PYPY
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
  PyNumberMethods *m;
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (PyInt_Check(x) || PyLong_Check(x))
#else
  if (PyLong_Check(x))
#endif
    return Py_INCREF(x), x;
  m = Py_TYPE(x)->tp_as_number;
#if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
#else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
#endif
  if (res) {
#if PY_MAJOR_VERSION < 3
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%.4s__ returned non-%.4s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b)))
      return PyInt_AS_LONG(b);
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
     #if CYTHON_USE_PYLONG_INTERNALS
       switch (Py_SIZE(b)) {
       case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0];
       case  0: return 0;
       case  1: return ((PyLongObject*)b)->ob_digit[0];
       }
     #endif
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
